Rule 2658
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rickettsia),db_ref(_2,prosite) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,aquifex),db_ref(_2,tigrfams) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,eurosids_i) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,hydrolase),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),db_ref(_2,prodom) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	->  class mips_01_03 "nucleotide metabolism"

	Evaluation on training data (5270 items):
	at_At1g03020	mips_01_03_07	"putative glutaredoxin"
	at_At1g28480	mips_01_03_07	"putative protein"
	at_At1g03850	mips_01_03_07	"unknown protein (At1g03850)"
	at_At1g77370	mips_01_03	"putative protein"
			mips_01_03_07
			mips_02_11
			mips_11
			mips_11_01
			mips_67
			mips_67_15
	at_At1g06830	mips_01_03	"glutaredoxin like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At2g01670	mips_01_03_07	"unknown protein"
			mips_01_03_07_01
			mips_01_03_10
			mips_02_13
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07_99
	at_At2g20270	mips_01_03_07	"putative glutaredoxin"
	at_At2g30540	mips_01_03_07	"putative glutaredoxin"
	at_At2g47880	mips_01_03	"putative glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At3g12600	mips_01_03_07	"putative protein"
			mips_01_03_07_01
			mips_01_03_10
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07_99
	at_At3g26690	mips_01_03	"MutT-like protein"
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07
			mips_11_07_99
	at_At4g11980	mips_01_03	"unknown protein"
			mips_01_03_01
			mips_01_03_99
	at_At4g15700	mips_01_03	"glutaredoxin homolog"
			mips_02
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g28730	mips_01_03_07	"putative protein"
	at_At5g20500	mips_01_03_07	"glutaredoxin"
	at_At5g06470	mips_01_03_07	"putative protein"
			mips_02_13
			mips_02_13_03
	at_At5g47650	mips_01_03	"MutT domain protein-like"
			mips_01_03_10
			mips_10_01_09
			mips_10_01_09_11
	Training Accuracy: 17/17 (100.00%)
	Training Frequency class 'mips_01_03': 256/5270 (4.86%)

	Evaluation on validation data (2658 items):
	at_At1g12880	mips_01_03	"putative AP2/EREBP transcription factor protein"
			mips_02
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_02_13
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07
			mips_11_07_99
	at_At2g47870	mips_01_03	"putative glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At2g04430	mips_01_03	"putative mutT domain protein"
			mips_02
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_02_13
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
	at_At3g62950	mips_01_03_07	"glutaredoxin -like protein"
	at_At4g15660	mips_01_03_07	"glutaredoxin"
	at_At4g15690	mips_01_03	"glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At5g11930	mips_01_02	"glutaredoxin - like protein"
			mips_01_02_99
			mips_01_03_07
			mips_02_13
			mips_02_13_03
	at_At5g18600	mips_01_03_07	"glutaredoxin -like protein"
	at_At5g57950 -	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_10_05_02
			mips_10_05_02_24
			mips_30_03
			mips_62_02_05
	at_At5g63030	mips_01_03_07	"glutaredoxin-like protein"
	Validation Accuracy: 9/10 (90.00%)
	Validation Frequency class 'mips_01_03': 131/2658 (4.93%)

	Evaluation on propertest data (4472 items):
	at_At1g14860	mips_01_03	"hypothetical protein"
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07
			mips_11_07_99
	at_At2g04450	mips_01_03_01	"putative mutT domain protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_03
			mips_03_01
			mips_03_01_05
	at_At3g21460	mips_01_03_07	"glutaredoxin, putative"
	at_At3g27380 -	mips_02_10	"succinate dehydrogenase iron-protein subunit, putative"
			mips_02_11_05
			mips_02_13
	at_At3g62930	mips_01_03_07	"glutaredoxin -like protein"
	at_At3g62960	mips_01_03	"glutaredoxin -like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g12720	mips_01_03_10	"growth factor like protein"
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_10_01_09
			mips_10_01_09_11
	at_At4g33040	mips_01_02_99	"unknown protein"
			mips_01_03_07
	at_At4g15670	mips_01_03_07	"glutaredoxin"
	at_At4g15680	mips_01	"glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_67
			mips_67_15
			mips_98
	at_At5g45940 -	mips_01_07_99	"unknown protein"
	at_At5g14070	mips_01_03	"glutaredoxin-like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
	Propertest Accuracy: 10/12 (83.33%)
	Propertest Frequency class 'mips_01_03': 220/4472 (4.92%)

	New (unknown) data (2658 items):
	at_At3g28090 -	no entry	null
	at_At5g20070 -	no entry	null
	at_At3g02000 -	no entry	null


------------------
Rule 6911
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),db_ref(_2,prints) = 1
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,bos_taurus__bovine_),keyword(_2,membrane) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,saccharomyces),keyword(_2,transmembrane) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridiaceae),keyword(_2,repeat) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_02_30 "photosynthesis"

	Evaluation on training data (5270 items):
	at_At1g56570	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g69350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74600	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g09190	mips_02_30	"hypothetical protein"
	at_At3g09040	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g29230	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g47840	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g19220	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g25270	mips_02_30	"putative protein"
			mips_06_01
			mips_08_99
	at_At4g38010	mips_02	"putative protein"
			mips_02_30
			mips_06
			mips_06_01
			mips_08
			mips_08_99
			mips_30
			mips_30_26
			mips_30_26_03
			mips_99
	at_At5g39350	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At5g55740	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g66500	mips_02_30	"putative protein"
			mips_08_99
	at_At4g04370	mips_02_30	"hypothetical protein"
			mips_08_99
	Training Accuracy: 14/14 (100.00%)
	Training Frequency class 'mips_02_30': 36/5270 (0.68%)

	Evaluation on validation data (2658 items):
	at_At1g71490	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g06140	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At2g06000 -	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At2g34400	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g45350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At3g13880	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g20730	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g26630	mips_02_30	"unknown protein"
			mips_08_99
	at_At4g20740 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At4g21300	mips_02_30	"putative protein"
			mips_08_99
	at_At5g02830 -	mips_06	"putative protein"
			mips_06_01
	Validation Accuracy: 9/12 (75.00%)
	Validation Frequency class 'mips_02_30': 30/2658 (1.13%)

	Evaluation on propertest data (4472 items):
	at_At1g77340 -	mips_06_01	""
	at_At1g15480	mips_02_30	"hypothetical protein"
			mips_04_05_99
	at_At1g33350	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g43980	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g50270	mips_02_30	"hypothetical protein"
	at_At2g04860	mips_02_30	"hypothetical protein"
	at_At2g32630 -	mips_04_05_99	"putative salt-inducible protein"
	at_At2g33680	mips_02_30	"hypothetical protein"
	at_At2g37310	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At2g37320	mips_02_30	"hypothetical protein"
	at_At2g38420 -	mips_04_05_99	"hypothetical protein"
	at_At3g04760 -	mips_04_05_99	"putative protein"
	at_At3g05240	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At4g18840 -	mips_06_01	"putative protein"
	at_At4g32430	mips_02	"putative protein"
			mips_02_30
			mips_08_99
	at_At5g15980 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At5g59600	mips_02_30	"putative protein"
			mips_08_99
	Propertest Accuracy: 11/17 (64.71%)
	Propertest Frequency class 'mips_02_30': 39/4472 (0.87%)

	New (unknown) data (2658 items):
	at_At1g31430 -	no entry	null
	at_At1g31920 -	no entry	null
	at_At1g53330 -	no entry	null
	at_At2g13600 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At2g35030 -	no entry	null
	at_At3g48250 -	no entry	null
	at_At3g63370 -	no entry	null
	at_At4g16470 -	no entry	null
	at_At5g27110 -	no entry	null
	at_At5g28340 -	no entry	null
	at_At5g28370 -	no entry	null
	at_At5g39680 -	no entry	null
	at_At5g43790 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g56310 -	no entry	null
	at_At5g08510 -	no entry	null
	at_At1g22830 -	no entry	null
	at_At3g15930 -	no entry	null
	at_At3g18840 -	no entry	null
	at_At4g21190 -	no entry	null
	at_At4g22760 -	no entry	null
	at_At5g14820 -	no entry	null
	at_At5g46460 -	no entry	null
	at_At1g23450 -	no entry	null
	at_At1g28000 -	no entry	null
	at_At1g34160 -	no entry	null
	at_At1g05750 -	no entry	null
	at_At1g16480 -	no entry	null
	at_At2g36980 -	no entry	null
	at_At3g04750 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g01580 -	no entry	null
	at_At4g37380 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At5g08310 -	no entry	null
	at_At5g50390 -	no entry	null
	at_At5g59200 -	no entry	null


------------------
Rule 6764
	eval(_1,_2,0.0-9.0e-25),classification(_2,tracheophyta),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,actinobacteria),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,buchnera) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,chroococcales) = 1
	->  class mips_02_45 "energy conversion and regeneration"

	Evaluation on training data (5270 items):
	at_At1g80660	mips_02	"H+-transporting ATPase 9 (aha9)"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At2g18960	mips_02_45	"plasma membrane proton ATPase (PMA)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50_22
			mips_67_50_25
	at_At3g60330	mips_02_45	"plasma membrane H+-ATPase - like"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30190	mips_02	"H+-transporting ATPase type 2, plasma membrane"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At5g57350	mips_02_45	"plasma membrane ATPase 3 (proton pump) (sp|P20431)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_02_45': 11/5270 (0.21%)

	Evaluation on validation data (2658 items):
	at_At2g07610	mips_02	"pseudogene"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At2g24520	mips_01	"putative plasma membrane proton ATPase"
			mips_02
			mips_02_45
			mips_02_45_99
			mips_06
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	Validation Accuracy: 2/2 (100.00%)
	Validation Frequency class 'mips_02_45': 2/2658 (0.08%)

	Evaluation on propertest data (4472 items):
	at_At3g42640 -	mips_67_50_22	"plasma membrane H+-ATPase-like protein"
			mips_67_50_25
	at_At3g47950	mips_02	"H+-transporting ATPase - like protein"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g11730 -	mips_13_01	"H+-transporting ATPase - like protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g62670	mips_02_45	"plasma membrane proton ATPase-like"
			mips_02_45_99
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	Propertest Accuracy: 2/4 (50.00%)
	Propertest Frequency class 'mips_02_45': 9/4472 (0.20%)

	New (unknown) data (2658 items):


------------------
Rule 3006
	eval(_1,_2,0.0-9.0e-25),classification(_2,betaproteobacteria) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,saccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,alternative_splicing),desc(_2,chromosome) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 0
	->  class mips_03_03 "cell cycle"

	Evaluation on training data (5270 items):
	at_At1g14750	mips_03_01	"cyclin, putative"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g16330	mips_03_03_04	"putative mitotic cyclin"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01
			mips_62_02_01_01
	at_At1g35440	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_10_03
			mips_62_02_01_01
	at_At1g44110	mips_03_03	"mitotic cyclin a2-type, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g64040	mips_02	"phosphoprotein phosphatase 1"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At1g70660	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At1g76310	mips_03_03_02	"putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g80370	mips_03_03_01_01	"putative cyclin"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_62_02_01_01
	at_At4g34160	mips_03_03_04	"cyclin delta-3"
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g16920	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At2g17620	mips_03_03	"putative cyclin 2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g08420	mips_02	"protein serine/threonine phosphatase alpha, putative"
			mips_01_04
			mips_03_03
			mips_05
			mips_05_07
			mips_06_07
	at_At2g26430	mips_03	"cyclin like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_01
			mips_04_05_01_04
			mips_25_05
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g33770	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g13550	mips_03_03_01_01	"ubiquitin-conjugating enzyme COP10 (COP10)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At3g50070	mips_03_03	"cyclin D3-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_40_08
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g03080	mips_01_05_04	"putative phospho-ser/thr phosphatase"
			mips_02_19
			mips_03_03_02
			mips_05_07
			mips_14_04_03_01
	at_At4g03270	mips_03_03_01	"putative D-type cyclin"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_25
			mips_62_02_01_01
	at_At4g36800	mips_03	"ubiquitin-protein ligase like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13
			mips_30
	at_At5g11300	mips_03_03_04	"cyclin 3b"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g43080	mips_03_01_03	"cyclin A-type"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g48630	mips_03_03_02	"cyclin C-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At1g15570	mips_03_03_04	"putative cyclin (At1g15570)"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At5g05080	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g02110	mips_03	"putative protein"
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_62_02_01_01
	Training Accuracy: 30/30 (100.00%)
	Training Frequency class 'mips_03_03': 330/5270 (6.26%)

	Evaluation on validation data (2658 items):
	at_At1g27630	mips_03_03_01_01	"putative cyclin"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g47210	mips_03_03_01_01	"cyclin like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g47220	mips_03_03_02	"cyclin, putative"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At1g63800	mips_03_03_02	"putative ubiquitin-conjugating enzyme"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_14_04_03_03
			mips_14_04_03_05
	at_At1g69960 -	mips_06_07_03	"serine/threonine protein phosphatase (type 2A)"
			mips_40_04_05
	at_At1g75440	mips_03_01_05_01	"ubiquitin-conjugating enzyme 16, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g77390	mips_03	""
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01_05
			mips_10_01_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At1g14400	mips_03_03_02	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
	at_At1g20610	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g54450 -	mips_03_01_01	"hypothetical protein"
			mips_03_01_03
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17
			mips_63_17_01
	at_At2g18600	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g42810	mips_01_04	"putative phosphoprotein phosphatase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_10_01_05
			mips_10_01_05_01
			mips_48
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	at_At3g08700	mips_03_03_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07_05
			mips_30_10
	at_At4g18910 -	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At4g26720	mips_03_03_01	"phosphoprotein phosphatase (PPX-1)"
			mips_06
			mips_10
			mips_10_01_01
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63_17_09
	at_At4g35620	mips_03_03_01_01	"cyclin 2b protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g37490	mips_03	"cyclin cyc1"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_25_05
			mips_40
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At5g10440	mips_03_03_01	"cyclin protein - like"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_02_01_01
	at_At5g35700 -	mips_14_01	"fimbrin"
			mips_14_01_03
			mips_14_01_03_99
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17
			mips_63_17_01
	at_At5g41340	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_08_13
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_30_10
	at_At5g44090	mips_03_01	"protein phosphatase 2A 62 kDa B'' regulatory subunit (gb|AAD45158.1)"
			mips_03_01_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10_05
			mips_13_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At5g48640	mips_03_03_01_01	"cyclin C-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_10_03
			mips_62_02_01_01
	at_At5g57625 -	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	Validation Accuracy: 20/25 (80.00%)
	Validation Frequency class 'mips_03_03': 165/2658 (6.21%)

	Evaluation on propertest data (4472 items):
	at_At1g36340	mips_03	"putative ubiquitin conjugating enzyme"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At1g47230	mips_03_03_01	"cyclin like protein"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_25_05_25
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g50370 -	mips_40_04_05	"phosphoprotein phosphatase"
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g53300	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At1g70210	mips_03_01_03	"hypothetical protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g20590	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63
			mips_63_01
	at_At1g23260	mips_03_03_01_01	"similar to DNA binding protein (At1g23260)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g34450	mips_03_03	"cyclin, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g02760	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g22490	mips_03_03_01_01	"putative cyclin D"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g36060	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At2g26760	mips_03_03_01_01	"putative cyclin"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g11520	mips_03_03_01_01	"cyclin box"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g15355	mips_03_03_01_01	"ubiquitin-conjugating like enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g19980 -	mips_40_04_05	"serine/threonine protein phosphatase, putative"
	at_At3g46460	mips_03_03	"ubiquitin conjugating enzyme E2 (UBC13)"
			mips_03_03_02
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_14_04_03
			mips_14_04_03_03
			mips_48
			mips_62_01_07
	at_At3g52560 -	mips_06_07_05	"putative DNA-binding protein"
			mips_06_13_01
			mips_08_13
			mips_14_04_03_03
			mips_14_04_03_05
	at_At3g09970	mips_01_05	"unknown protein"
			mips_01_05_04
			mips_02_19
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_05_07
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_04
			mips_14_04_03_01
	at_At4g19560 -	mips_40_10_03	"putative protein"
			mips_62_02_01_01
	at_At4g19600	mips_03_03_01	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_62_02_01
			mips_62_02_01_01
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g00620 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At4g37630	mips_03_03_04	"putative protein"
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g27620	mips_03_03_04	"cyclin H (AtCycH1)"
			mips_03_03_04_07
			mips_04_05_01_01
			mips_62_01_07
			mips_62_02_01_01
	at_At5g50430	mips_03_03	"ubiquitin conjugating enzyme-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At5g55260 -	mips_01	"protein phosphatase X isoform 2 (gb|AAB86419.1)"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At5g59300	mips_03_03_02	"ubiquitin-conjugating enzyme - like"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g65420	mips_03_03_04	"D-type cyclin (emb|CAB41347.1)"
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g67260	mips_03	"cyclin D3-like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_40_08
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	Propertest Accuracy: 29/35 (82.86%)
	Propertest Frequency class 'mips_03_03': 253/4472 (5.66%)

	New (unknown) data (2658 items):
	at_At1g53020 -	no entry	null
	at_At3g46820 -	no entry	null
	at_At5g10900 -	no entry	null
	at_At3g09960 -	no entry	null
	at_At4g10680 -	no entry	null
	at_At1g03450 -	no entry	null
	at_At2g34020 -	no entry	null
	at_At4g11240 -	no entry	null


------------------
Rule 3202
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,methanococcus_jannaschii) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,hydrolase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,thermococci) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,stramenopiles),db_ref(_2,pfam) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),keyword(_2,hypothetical_protein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriaceae),db_ref(_2,prints) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,desulfurococcaceae),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,bacillales) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),db_ref(_2,prosite) = 1
	->  class mips_05_01 "ribosome biogenesis"

	Evaluation on training data (5270 items):
	at_At1g22780	mips_05_01	"putative 40S ribosomal protein S18"
			mips_05_01_01
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At1g04480	mips_05_01	"putative 60S ribosomal protein L17"
			mips_05_01_01
			mips_05_04
			mips_06_10
	at_At1g05190	mips_05_01	"putative chloroplast 50S ribosomal protein, L6"
			mips_05_01_01
	at_At1g67430	mips_05_01_01	"ribosomal protein L17-like protein"
	at_At1g78630	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At2g43030	mips_05_01_01	"50S ribosomal protein L3"
			mips_40_10_07
	at_At1g07320	mips_05_01	"unknown protein"
			mips_05_01_01
	at_At2g17360	mips_03	"putative ribosomal protein S4"
			mips_03_03
			mips_03_03_01
			mips_05
			mips_05_01_01
			mips_14
			mips_14_04
			mips_63_01
			mips_63_02
			mips_63_03
			mips_63_03_03
	at_At2g19720	mips_05_01_01	"40S ribosomal protein S15A"
	at_At2g40290	mips_01_03	"putative eukaryotic translation initiation factor 2 alpha subunit, eIF2"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_07
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_01
			mips_05_04
			mips_05_04_01
			mips_10_01
			mips_40_03
			mips_63_03
	at_At3g09630	mips_05_01	"putative 60S ribosomal protein L1"
			mips_05_01_01
			mips_05_04
	at_At3g11510	mips_05_01	"putative 40S ribosomal protein s14"
			mips_05_01_01
			mips_63_03_03
	at_At3g11940	mips_05_01_01	"putative 40S ribosomal protein S5"
			mips_06_10
			mips_30_03
			mips_30_99
			mips_37
			mips_37_03
			mips_37_03_11
			mips_37_03_11_05
			mips_62_01_07
	at_At3g18740	mips_05_01	"60S ribosomal protein, putative"
			mips_05_01_01
	at_At3g28900	mips_05	"60S ribosomal protein L34, putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
	at_At4g02230	mips_05_01	"putative ribosomal protein L19"
			mips_05_01_01
			mips_14_01_03
			mips_63_03_03
	at_At4g14250	mips_05_01	"hypothetical protein"
			mips_05_01_01
			mips_05_04_01
			mips_05_04_02
	at_At4g16720	mips_05_01	"ribosomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_63_03_03
	at_At4g36130	mips_05	"putative ribosomal protein L8"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_05_04_01
			mips_05_04_02
			mips_06_10
			mips_14
			mips_14_01
			mips_14_01_01
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03
	at_At5g22440	mips_05_01	"60S ribosomal protein L10A"
			mips_05_01_01
			mips_05_04
	at_At5g27850	mips_05_01	"60S ribosomal protein - like"
			mips_05_01_01
			mips_47_03_11
			mips_47_03_11_05
			mips_47_03_11_07
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At5g46430	mips_05_01	"ribosomal protein L32"
			mips_05_01_01
	at_At5g59240	mips_05_01	"40S ribosomal protein S8 - like"
			mips_05_01_01
	at_At5g15520	mips_05	"40S RIBOSOMAL PROTEIN S19 - like"
			mips_05_01_01
			mips_06
			mips_06_10
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_04
			mips_14_04_07
			mips_33_03_07
			mips_33_03_99
			mips_40
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At5g15750	mips_04_01	"ribosomal protein-like"
			mips_04_01_04
			mips_05_01
			mips_05_01_01
			mips_25_05_25
	Training Accuracy: 25/25 (100.00%)
	Training Frequency class 'mips_05_01': 107/5270 (2.03%)

	Evaluation on validation data (2658 items):
	at_At1g26880	mips_05_01	"60s ribosomal protein L34"
			mips_05_01_01
			mips_05_04
	at_At1g52370	mips_05_01	"chloroplast 50S ribosomal protein L22, putative"
			mips_05_01_01
	at_At2g09990	mips_05_01	"40S ribosomal protein S16"
			mips_05_01_01
			mips_30_03
			mips_63_03_03
			mips_63_07
	at_At1g33140	mips_05_01	"ribosomal protein L9, putative"
			mips_05_01_01
	at_At2g18020 -	mips_05_04_01	"60S ribosomal protein L2"
			mips_05_04_02
			mips_06_10
			mips_14_01_01
	at_At2g36160	mips_05_01	"40S ribosomal protein S14"
			mips_05_01_01
			mips_63_03_03
	at_At3g52580	mips_05_01	"putative ribosomal protein S14"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At3g16780 -	mips_06_10	"putative ribosomal protein"
	at_At3g49080	mips_05_01	"30S ribosomal protein S9 -like"
			mips_05_01_01
			mips_30_03
			mips_63_03_03
			mips_63_07
	at_At4g10450	mips_05	"putative ribosomal protein L9, cytosolic"
			mips_05_01
			mips_05_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_63_03
	at_At4g17390	mips_05	"60S ribosomal protein L15 homolog"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g18100	mips_05_01_01	"ribosomal protein L32 -like protein"
	at_At4g29430	mips_05_01	"ribosomal protein S15a homolog"
			mips_05_01_01
			mips_05_04
	at_At5g05470	mips_05_01	"eukaryotic translation initiation factor 2 alpha subunit-like protein"
			mips_05_04_01
	at_At5g20290	mips_05_01	"unknown protein"
			mips_05_01_01
	at_At5g61170	mips_05	"40S ribsomal protein S19 - like"
			mips_05_01_01
			mips_06_10
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_33_03_07
			mips_33_03_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_03_03
	Validation Accuracy: 14/16 (87.50%)
	Validation Frequency class 'mips_05_01': 60/2658 (2.26%)

	Evaluation on propertest data (4472 items):
	at_At1g34030 -	mips_05_04_01	"ribosomal protein S18 - like"
	at_At1g43170	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_03
			mips_40_10_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_03
			mips_63_03_03
	at_At1g61580 -	mips_40_10_07	"60s ribosomal protein L3"
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_47_03_03
			mips_47_03_03_01
	at_At1g06380	mips_05_01	"hypothetical protein"
			mips_05_01_01
	at_At1g07770	mips_05_01	"Putative 40S ribosomal protein S15A"
			mips_05_01_01
	at_At1g08360	mips_05_01	"putative ribosomal protein L10"
			mips_05_01_01
			mips_05_04
	at_At2g27530	mips_05_01_01	"60S ribosomal protein L10A"
	at_At2g33370	mips_05_01	"60S ribosomal protein L23"
			mips_05_01_01
	at_At2g33800	mips_05_01	"30S ribosomal protein S5"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At2g37270	mips_05_01	"40S ribosomal protein S5"
			mips_05_01_01
			mips_30_03
			mips_30_99
			mips_37
			mips_37_03
			mips_37_03_11
			mips_37_03_11_05
			mips_62_01
			mips_62_01_07
			mips_63_03_03
	at_At2g47570	mips_05_01_01	"60S ribosomal protein L18"
			mips_47_03_11
			mips_47_03_11_05
			mips_47_03_11_07
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At2g47610 -	mips_04_05_01_04_03	"60S ribosomal protein L7A"
			mips_10_01_11
			mips_11_01_09
			mips_62_02_01
			mips_62_02_99
	at_At3g04230	mips_05_01	"putative 40S ribosomal protein S16"
			mips_05_01_01
			mips_30_03
			mips_63_03_03
			mips_63_07
	at_At3g04400 -	mips_06_10	"60S ribosomal protein L17"
	at_At3g05590	mips_05	"putative 60S ribosomal protein L18"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_05
			mips_47_03_11_07
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At3g17465 -	mips_40_10_07	"putative 50S ribosomal protein L3, 5' partial"
	at_At3g46040	mips_05_01	"cytoplasmic ribosomal protein S15a -like"
			mips_05_01_01
	at_At3g51190	mips_05_01_01	"ribosomal protein L8 homolog"
			mips_05_04_01
			mips_05_04_02
			mips_06_10
			mips_14_01
			mips_14_01_01
	at_At3g60770	mips_05	"ribosomal protein S13"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_63
			mips_63_03
			mips_63_03_03
	at_At3g02080	mips_05_01	"putative 40S ribosomal protein S19"
			mips_05_01_01
			mips_14_01_01
			mips_14_04_07
			mips_33
			mips_33_03
			mips_33_03_07
			mips_33_03_99
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At3g04840	mips_05_01	"putative 40S ribosomal protein S3A (S phase specific)"
			mips_05_01_01
			mips_14_04_03
			mips_14_04_03_03
			mips_63_03_03
	at_At4g09800	mips_05_01	"S18.A ribosomal protein"
			mips_05_01_01
			mips_05_04_01
			mips_63_03_03
	at_At4g34670	mips_05_01	"Putative S-phase-specific ribosomal protein"
			mips_05_01_01
			mips_63_03_03
	at_At5g07090	mips_05_01	"ribosomal protein S4"
			mips_05_01_01
			mips_63_02
			mips_63_03_03
	at_At5g15200	mips_05_01	"40S ribosomal protein - like"
			mips_05_01_01
			mips_63_03_03
			mips_63_07
	at_At5g18380 -	mips_30_03	"40S RIBOSOMAL PROTEIN S16"
	at_At5g45775	mips_05_01_01	"ribosomal protein L11-like"
	at_At5g58420	mips_05_01_01	"ribosomal protein S4 - like"
			mips_63_02
	at_At5g59850	mips_05_01	"cytoplasmic ribosomal protein S15a - like"
			mips_05_01_01
	at_At5g02960	mips_05_01	"unknown protein"
			mips_05_01_01
	at_At5g20990 -	mips_13_01_01_01	"MOLYBDOPTERIN BIOSYNTHESIS CNX1 PROTEIN"
	Propertest Accuracy: 24/31 (77.42%)
	Propertest Frequency class 'mips_05_01': 115/4472 (2.57%)

	New (unknown) data (2658 items):
	at_At1g33120 -	no entry	null
	at_At1g36240 -	no entry	null
	at_At1g69620 -	no entry	null
	at_At2g20060 -	no entry	null
	at_At2g39590 -	no entry	null
	at_At4g01310 -	no entry	null
	at_At5g39850 -	no entry	null
	at_At1g02780 -	no entry	null
	at_At2g18400 -	no entry	null
	at_At4g28360 -	no entry	null
	at_At1g27400 -	no entry	null
	at_At2g42740 -	no entry	null
	at_At3g58700 -	no entry	null
	at_At3g09680 -	no entry	null
	at_At4g18730 -	no entry	null
	at_At4g00100 -	no entry	null
	at_At5g46160 -	no entry	null


------------------
Rule 3751
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,rhizobiaceae) = 1
	->  class mips_05_10 "aminoacyl-tRNA-synthetases"

	Evaluation on training data (5270 items):
	at_At4g26870	mips_05_10	"putative aspartate-tRNA ligase"
	at_At4g33760	mips_05_10	"putative aspartate--tRNA ligase"
			mips_40_16
	at_At3g13490	mips_05	"lysyl-tRNA synthetase like protein"
			mips_05_04
			mips_05_10
	at_At3g44740	mips_05	"similar to glycyl tRNA synthetase"
			mips_05_04
			mips_05_07
			mips_05_10
			mips_40_03
			mips_63
			mips_63_19
	at_At4g17300	mips_05_10	"asparagine--tRNA ligase"
	at_At4g31180	mips_05_10	"aspartate--tRNA ligase - like protein"
	at_At5g38750	mips_05	"putative protein"
			mips_05_10
	at_At5g03410	mips_04_03	"histidyl-tRNA synthetase - like protein"
			mips_04_03_01
			mips_05_07
			mips_05_10
			mips_40_26
			mips_40_26_03
	Training Accuracy: 8/8 (100.00%)
	Training Frequency class 'mips_05_10': 24/5270 (0.46%)

	Evaluation on validation data (2658 items):
	at_At1g70980	mips_05	""
			mips_05_10
			mips_06
			mips_63_19
	at_At1g72550	mips_05_10	"putative phenylalanyl-tRNA synthetase beta-subunit; PheHB"
	at_At3g58140	mips_04_03	"phenylalanine-tRNA synthetase-like protein"
			mips_04_03_03
			mips_05_10
	at_At3g07420	mips_05	"putative asparaginyl-tRNA synthetase"
			mips_05_10
			mips_40_16
	at_At3g11710	mips_05_10	"lysyl-tRNA synthetase"
	at_At3g46100	mips_05_04	"histidyl-tRNA synthetase"
			mips_05_07
			mips_05_10
			mips_40_26
			mips_40_26_03
	Validation Accuracy: 6/6 (100.00%)
	Validation Frequency class 'mips_05_10': 20/2658 (0.75%)

	Evaluation on propertest data (4472 items):
	at_At3g02760	mips_05	"putative histidyl tRNA synthetase"
			mips_05_04
			mips_05_07
			mips_05_10
			mips_40
			mips_40_03
			mips_40_10
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_19
	at_At3g62120	mips_05	"multifunctional aminoacyl-tRNA ligase-like protein"
			mips_05_10
			mips_06_10
			mips_63_03_03
			mips_63_11
	at_At5g52520	mips_05_10	"prolyl tRNA synthetase"
			mips_63_03_03
			mips_63_11
	at_At5g56680	mips_05_10	"SYNC1 protein (gb|AAD46681.1)"
	Propertest Accuracy: 4/4 (100.00%)
	Propertest Frequency class 'mips_05_10': 23/4472 (0.51%)

	New (unknown) data (2658 items):
	at_At1g67760 -	no entry	null


------------------
Rule 3004
	eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),sq_len(_2,349.0-485.0) = 0
	->  class mips_06_07 "protein modification"

	Evaluation on training data (5270 items):
	at_At1g59830	mips_06_07_03	"unknown protein"
			mips_30_04
			mips_40_04_05
			mips_63_17_09
	at_At1g64040	mips_02	"phosphoprotein phosphatase 1"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At1g70660	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g16740	mips_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At2g16920	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At1g08420	mips_02	"protein serine/threonine phosphatase alpha, putative"
			mips_01_04
			mips_03_03
			mips_05
			mips_05_07
			mips_06_07
	at_At2g33770	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g13550	mips_03_03_01_01	"ubiquitin-conjugating enzyme COP10 (COP10)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At3g55380	mips_03_03_02	"ubiquitin-conjugating enzyme UBC3"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At4g36350	mips_01_04	"purple acid phosphatase like protein"
			mips_06_07
			mips_08
	at_At4g36410	mips_06_07_05	"ubiquitin-conjugating enzyme"
			mips_08_05
	at_At4g36800	mips_03	"ubiquitin-protein ligase like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13
			mips_30
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g50870	mips_06_07	"ubiquitin-conjugating enzyme-like protein"
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_08
			mips_08_13
			mips_11_01
			mips_14_01
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g05080	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	Training Accuracy: 19/19 (100.00%)
	Training Frequency class 'mips_06_07': 326/5270 (6.19%)

	Evaluation on validation data (2658 items):
	at_At1g25230 -	mips_40_25	"unknown protein (At1g25230)"
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g63800	mips_03_03_02	"putative ubiquitin-conjugating enzyme"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_14_04_03_03
			mips_14_04_03_05
	at_At1g64230	mips_03_03	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At1g69960	mips_06_07_03	"serine/threonine protein phosphatase (type 2A)"
			mips_40_04_05
	at_At1g75440	mips_03_01_05_01	"ubiquitin-conjugating enzyme 16, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g14400	mips_03_03_02	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
	at_At1g54450 -	mips_03_01_01	"hypothetical protein"
			mips_03_01_03
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17
			mips_63_17_01
	at_At2g18600	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g32790	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g42500	mips_02	"putative serine/threonine protein phosphatase catalytic subunit, PP2A-3"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	at_At3g08700	mips_03_03_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07_05
			mips_30_10
	at_At4g26720 -	mips_03_03_01	"phosphoprotein phosphatase (PPX-1)"
			mips_06
			mips_10
			mips_10_01_01
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63_17_09
	at_At5g35700 -	mips_14_01	"fimbrin"
			mips_14_01_03
			mips_14_01_03_99
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17
			mips_63_17_01
	at_At5g41340	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_08_13
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_30_10
	at_At5g44090 -	mips_03_01	"protein phosphatase 2A 62 kDa B'' regulatory subunit (gb|AAD45158.1)"
			mips_03_01_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10_05
			mips_13_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At5g57625 -	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	Validation Accuracy: 12/18 (66.67%)
	Validation Frequency class 'mips_06_07': 183/2658 (6.88%)

	Evaluation on propertest data (4472 items):
	at_At1g36340	mips_03	"putative ubiquitin conjugating enzyme"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At1g50370 -	mips_40_04_05	"phosphoprotein phosphatase"
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At1g09940 -	mips_01_01	"putative glutamyl-tRNA reductase 2 precursor"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_30_34
			mips_30_34_07
			mips_40_16
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g23260	mips_03_03_01_01	"similar to DNA binding protein (At1g23260)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g10430 -	mips_40_04_05	"serine/threonine protein phosphatase, PP2A, catalytic subunit"
	at_At2g02760	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g29400 -	mips_01_04	"phosphoprotein phosphatase, type 1 catalytic subunit"
	at_At2g36060	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g15355	mips_03_03_01_01	"ubiquitin-conjugating like enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g19980 -	mips_40_04_05	"serine/threonine protein phosphatase, putative"
	at_At3g46460	mips_03_03	"ubiquitin conjugating enzyme E2 (UBC13)"
			mips_03_03_02
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_14_04_03
			mips_14_04_03_03
			mips_48
			mips_62_01_07
	at_At3g52560	mips_06_07_05	"putative DNA-binding protein"
			mips_06_13_01
			mips_08_13
			mips_14_04_03_03
			mips_14_04_03_05
	at_At3g57870	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At3g09970 -	mips_01_05	"unknown protein"
			mips_01_05_04
			mips_02_19
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_05_07
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_04
			mips_14_04_03_01
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g00620 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g50430	mips_03_03	"ubiquitin conjugating enzyme-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At5g55260	mips_01	"protein phosphatase X isoform 2 (gb|AAB86419.1)"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At5g59300	mips_03_03_02	"ubiquitin-conjugating enzyme - like"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g63870 -	mips_01_05_04	"ser/thr protein phosphatase catalytic subunit-like protein"
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	Propertest Accuracy: 18/26 (69.23%)
	Propertest Frequency class 'mips_06_07': 304/4472 (6.80%)

	New (unknown) data (2658 items):
	at_At1g53020 -	no entry	null
	at_At3g46820 -	no entry	null
	at_At2g27190 -	no entry	null
	at_At2g39840 -	no entry	null
	at_At3g58500 -	no entry	null
	at_At5g10900 -	no entry	null
	at_At5g27840 -	no entry	null
	at_At3g09960 -	no entry	null
	at_At1g68750 -	no entry	null
	at_At3g52780 -	no entry	null
	at_At3g20500 -	no entry	null
	at_At1g52940 -	no entry	null
	at_At1g56360 -	no entry	null
	at_At1g07010 -	no entry	null
	at_At2g16430 -	no entry	null
	at_At2g18130 -	no entry	null
	at_At3g05580 -	no entry	null
	at_At4g11240 -	no entry	null
	at_At5g43380 -	no entry	null
	at_At5g59160 -	no entry	null


------------------
Rule 6548
	eval(_1,_2,4.0e-3-0.1),db_ref(_2,hamap) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,diptera) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,hypocreales) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,thermotogae),db_ref(_2,hssp) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,pectobacterium),db_ref(_2,pir) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,halobacteria),db_ref(_2,hssp) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,streptophyta) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cavia),db_ref(_2,prosite) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,sinorhizobium),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,streptococcaceae) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,lactobacillales) = 1
	->  class mips_08_19 "cellular import"

	Evaluation on training data (5270 items):
	at_At1g20840	mips_01_05_07	"putative sugar transporter protein"
			mips_08_19
			mips_67_07
	at_At1g30560	mips_01_05_07	"unknown protein, 5' partial"
			mips_08_19
			mips_45_03_17
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g05030	mips_01	"putative sugar transporter protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g73220	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At2g13120	mips_01_05_04	"pseudogene; similar to MURA transposase of maize Mutator transposon"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
			mips_67_50_03
	at_At2g22730	mips_01_05_07	"hypothetical protein"
			mips_08_19
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g08900	mips_01_05_07	"Beta integral like membrane protein"
			mips_08_19
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08930	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g43330	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At3g47420	mips_01_04	"putative sugar transporter protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g02050	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g16480	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At4g21480	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At4g25220	mips_01_05_07	"putative protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g35300	mips_01_05_07	"putative sugar transporter protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	at_At5g64500	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_30
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At5g17010	mips_01_05_07	"sugar transporter - like protein"
			mips_08_19
			mips_67_07
	Training Accuracy: 18/18 (100.00%)
	Training Frequency class 'mips_08_19': 68/5270 (1.29%)

	Evaluation on validation data (2658 items):
	at_At1g54730	mips_01_05_04	"Unknown protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g79820	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g29650 -	mips_01_04_07	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At2g35740	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g51490	mips_01_05_07	"sugar transporter-like protein"
			mips_08_19
			mips_67_07
	at_At3g18830	mips_01_05_07	"sugar transporter like protein"
			mips_08_19
			mips_67_07
	at_At3g43790	mips_01	"transporter-like protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40_02
			mips_67
			mips_67_04
			mips_67_07
			mips_67_21
	at_At4g04750	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	Validation Accuracy: 8/9 (88.89%)
	Validation Frequency class 'mips_08_19': 45/2658 (1.69%)

	Evaluation on propertest data (4472 items):
	at_At1g79410 -	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At1g07340	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g11260	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At3g13050	mips_01_05_04	"putative transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g20460	mips_01_05_04	"sugar transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g20660 -	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_40_02
			mips_48
			mips_67_04
			mips_67_07
			mips_67_21
	at_At4g11570 -	mips_02_19	"putative protein"
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_67_04_01
			mips_67_50
			mips_67_50_22
	at_At4g17550 -	mips_01	"putative protein"
			mips_01_05
			mips_01_05_07
			mips_40_02
			mips_40_16
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
			mips_98
	at_At5g26340	mips_01	"hexose transporter - like protein"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At5g44370 -	mips_01_04_07	"Na+-dependent inorganic phosphate cotransporter-like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50
			mips_67_50_03
	at_At5g60770 -	mips_67_04_07	"high-affinity nitrate transporter ACH1 - like protein"
			mips_67_50
			mips_67_50_03
	at_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	Propertest Accuracy: 6/12 (50.00%)
	Propertest Frequency class 'mips_08_19': 50/4472 (1.12%)

	New (unknown) data (2658 items):
	at_At1g18000 -	no entry	null
	at_At4g22850 -	no entry	null
	at_At5g25050 -	no entry	null
	at_At5g26250 -	no entry	null
	at_At1g64650 -	no entry	null
	at_At1g18010 -	no entry	null
	at_At3g48420 -	no entry	null
	at_At1g64890 -	no entry	null
	at_At2g16800 -	no entry	null
	at_At2g33280 -	no entry	null


------------------
Rule 6913
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),db_ref(_2,prints) = 1
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,bos_taurus__bovine_),keyword(_2,membrane) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,saccharomyces),keyword(_2,transmembrane) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridiaceae),keyword(_2,repeat) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_08_99 "other intracellular transport activities"

	Evaluation on training data (5270 items):
	at_At1g56570	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g69350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74600	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g09190 -	mips_02_30	"hypothetical protein"
	at_At3g09040	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g29230	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g47840	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g19220	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g25270	mips_02_30	"putative protein"
			mips_06_01
			mips_08_99
	at_At4g38010	mips_02	"putative protein"
			mips_02_30
			mips_06
			mips_06_01
			mips_08
			mips_08_99
			mips_30
			mips_30_26
			mips_30_26_03
			mips_99
	at_At5g39350	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At5g55740	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g66500	mips_02_30	"putative protein"
			mips_08_99
	at_At4g04370	mips_02_30	"hypothetical protein"
			mips_08_99
	Training Accuracy: 13/14 (92.86%)
	Training Frequency class 'mips_08_99': 66/5270 (1.25%)

	Evaluation on validation data (2658 items):
	at_At1g71490	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g06140	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At2g06000 -	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At2g34400	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g45350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At3g13880	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g20730	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g26630	mips_02_30	"unknown protein"
			mips_08_99
	at_At4g20740 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At4g21300	mips_02_30	"putative protein"
			mips_08_99
	at_At5g02830 -	mips_06	"putative protein"
			mips_06_01
	Validation Accuracy: 9/12 (75.00%)
	Validation Frequency class 'mips_08_99': 27/2658 (1.02%)

	Evaluation on propertest data (4472 items):
	at_At1g77340 -	mips_06_01	""
	at_At1g15480 -	mips_02_30	"hypothetical protein"
			mips_04_05_99
	at_At1g33350	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g43980	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g50270 -	mips_02_30	"hypothetical protein"
	at_At2g04860 -	mips_02_30	"hypothetical protein"
	at_At2g32630 -	mips_04_05_99	"putative salt-inducible protein"
	at_At2g33680 -	mips_02_30	"hypothetical protein"
	at_At2g37310	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At2g37320 -	mips_02_30	"hypothetical protein"
	at_At2g38420 -	mips_04_05_99	"hypothetical protein"
	at_At3g04760 -	mips_04_05_99	"putative protein"
	at_At3g05240	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At4g18840 -	mips_06_01	"putative protein"
	at_At4g32430	mips_02	"putative protein"
			mips_02_30
			mips_08_99
	at_At5g15980 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At5g59600	mips_02_30	"putative protein"
			mips_08_99
	Propertest Accuracy: 6/17 (35.29%)
	Propertest Frequency class 'mips_08_99': 52/4472 (1.16%)

	New (unknown) data (2658 items):
	at_At1g31430 -	no entry	null
	at_At1g31920 -	no entry	null
	at_At1g53330 -	no entry	null
	at_At2g13600 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At2g35030 -	no entry	null
	at_At3g48250 -	no entry	null
	at_At3g63370 -	no entry	null
	at_At4g16470 -	no entry	null
	at_At5g27110 -	no entry	null
	at_At5g28340 -	no entry	null
	at_At5g28370 -	no entry	null
	at_At5g39680 -	no entry	null
	at_At5g43790 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g56310 -	no entry	null
	at_At5g08510 -	no entry	null
	at_At1g22830 -	no entry	null
	at_At3g15930 -	no entry	null
	at_At3g18840 -	no entry	null
	at_At4g21190 -	no entry	null
	at_At4g22760 -	no entry	null
	at_At5g14820 -	no entry	null
	at_At5g46460 -	no entry	null
	at_At1g23450 -	no entry	null
	at_At1g28000 -	no entry	null
	at_At1g34160 -	no entry	null
	at_At1g05750 -	no entry	null
	at_At1g16480 -	no entry	null
	at_At2g36980 -	no entry	null
	at_At3g04750 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g01580 -	no entry	null
	at_At4g37380 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At5g08310 -	no entry	null
	at_At5g50390 -	no entry	null
	at_At5g59200 -	no entry	null


------------------
Rule 6127
	eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,bos),desc(_2,subunit) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,nicotiana) = 1
	->  class mips_11_99 "other cell rescue activities"

	Evaluation on training data (5270 items):
	at_At1g19540	mips_02_01	"2'-hydroxyisoflavone reductase, putative"
			mips_11_99
	at_At1g32100	mips_01_05_01_01_01	"pinoresinol-lariciresinol reductase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g75280	mips_01_03	"putative NADPH oxidoreductase"
			mips_01_05_01_01_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At4g34540	mips_01_03	"isoflavone reductase - like protein"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At4g39230	mips_01_05_01_01_01	"NAD(P)H oxidoreductase, isoflavone reductase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_01
			mips_11_99
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_11_99': 12/5270 (0.23%)

	Evaluation on validation data (2658 items):
	at_At1g75290	mips_01_03	"NADPH oxidoreductase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g75300	mips_01_03	"NADPH oxidoreductase, putative"
			mips_01_05_01_01_01
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At5g02240 -	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
	Validation Accuracy: 2/3 (66.67%)
	Validation Frequency class 'mips_11_99': 4/2658 (0.15%)

	Evaluation on propertest data (4472 items):
	at_At2g37660 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_30_01
	at_At4g13660	mips_01_20_35	"isoflavone reductase-like protein"
			mips_01_20_35_01
			mips_11_99
	at_At5g53460 -	mips_01_01	"NADH-dependent glutamate synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_02_11
			mips_67_15
	Propertest Accuracy: 1/3 (33.33%)
	Propertest Frequency class 'mips_11_99': 4/4472 (0.09%)

	New (unknown) data (2658 items):
	at_At1g31820 -	no entry	null
	at_At4g31530 -	no entry	null


------------------
Rule 3057
	eval(_1,_2,4.0e-3-0.1),classification(_2,klebsiella) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,mus),keyword(_2,rna_binding) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),desc(_2,putative) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,drosophila) = 1
	->  class mips_29_03 "transposons"

	Evaluation on training data (5270 items):
	at_At1g42110	mips_29_02	"hypothetical protein"
			mips_29_03
			mips_40_10
	at_At1g49550	mips_29_03	"hypothetical protein"
			mips_29_99
			mips_40_10_03
	at_At1g59770	mips_29	"hypothetical protein"
			mips_29_02
			mips_29_03
			mips_29_99
			mips_40_10_03
	at_At1g69950	mips_29_03	"unknown protein"
			mips_29_99
			mips_40_10_03
	at_At1g80020	mips_29_02	"hypothetical protein"
			mips_29_03
			mips_40_10_03
	at_At2g14950	mips_29_02	"Ac-like transposase"
			mips_29_03
	at_At3g17260	mips_29_02	"hypothetical protein"
			mips_29_03
			mips_29_99
			mips_40_10_03
	at_At3g17290	mips_29	"hypothetical protein"
			mips_29_02
			mips_29_03
			mips_29_99
			mips_40_10_03
			mips_63_03
	at_At3g45270	mips_29_02	"putative protein"
			mips_29_03
	at_At3g62520	mips_29	"putative protein"
			mips_29_02
			mips_29_03
			mips_40_10_03
			mips_63_03
	Training Accuracy: 10/10 (100.00%)
	Training Frequency class 'mips_29_03': 11/5270 (0.21%)

	Evaluation on validation data (2658 items):
	at_At2g18580 -	mips_29_02	"Ac-like transposase"
			mips_29_99
			mips_40_10_03
	at_At3g42170	mips_29_03	"putative transposase"
			mips_29_99
			mips_40_10_03
	at_At4g05510 -	mips_29	""
			mips_29_02
			mips_29_99
			mips_40_10_03
	at_At4g09660 -	mips_29_99	"putative protein"
	at_At5g36990 -	mips_29_02	"putative transposase"
	at_At5g39060	mips_29	"transposase -like protein"
			mips_29_02
			mips_29_03
	Validation Accuracy: 2/6 (33.33%)
	Validation Frequency class 'mips_29_03': 5/2658 (0.19%)

	Evaluation on propertest data (4472 items):
	at_At1g15300	mips_29_03	"hypothetical protein"
			mips_29_99
			mips_40_10_03
	at_At2g15940	mips_29_03	"Ac-like transposase"
			mips_29_99
			mips_40_10_03
	at_At4g10200 -	mips_05	"putative protein"
			mips_11_01
			mips_29
	Propertest Accuracy: 2/3 (66.67%)
	Propertest Frequency class 'mips_29_03': 5/4472 (0.11%)

	New (unknown) data (2658 items):
	at_At4g15020 -	no entry	null
	at_At1g43260 -	no entry	null
	at_At1g79740 -	no entry	null
	at_At3g29450 -	no entry	null
	at_At2g16040 -	no entry	null
	at_At3g13030 -	no entry	null
	at_At4g07540 -	no entry	null


------------------
Rule 1672
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,entamoebidae) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,smart) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),keyword(_2,mitochondrion) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,bacillales) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),db_ref(_2,interpro) = 0
	->  class mips_30_16 "mitochondrion"

	Evaluation on training data (5270 items):
	at_At1g61980	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g62150	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g74120	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At1g79220	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At4g19650	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At2g21710	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At2g34620	mips_04	"hypothetical protein"
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_30
			mips_30_16
			mips_40
			mips_40_16
	at_At4g14600	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At5g23930	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At5g64950	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
			mips_40_16
	at_At5g07900	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	Training Accuracy: 11/11 (100.00%)
	Training Frequency class 'mips_30_16': 43/5270 (0.82%)

	Evaluation on validation data (2658 items):
	at_At1g56380	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g61960	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g61970	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g65540 -	mips_04_05_05	"hypothetical protein"
			mips_04_05_05_01
	at_At3g60400	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At3g46950	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At4g02990	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At4g38160	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At5g06220 -	mips_04_05_05_01	"putative protein"
			mips_63_17_01
	at_At5g44900 -	mips_11_05_01	"putative protein"
	at_At5g45260 -	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	Validation Accuracy: 7/11 (63.64%)
	Validation Frequency class 'mips_30_16': 24/2658 (0.90%)

	Evaluation on propertest data (4472 items):
	at_At1g62120	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g67500 -	mips_03_01_03	"putative DNA polymerase zeta catalytic subunit"
			mips_03_01_05
	at_At2g13720 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_63_03
			mips_63_19
	at_At2g36000	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_30
			mips_30_16
			mips_40_16
			mips_63_03
	at_At2g44020	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At2g03050	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At3g18090 -	mips_04_05_01_01	"DNA-directed RNA polymerase II second largest chain, putative"
			mips_40_10_99
			mips_63_03_01
	at_At3g18870	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At5g63960 -	mips_03_01_05_01	"DNA polymerase III catalytic subunit"
	at_At5g06120 -	mips_04_07	"human RAN binding protein 16-like"
			mips_08_01
			mips_40_10_05
	at_At5g54180	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	Propertest Accuracy: 6/11 (54.55%)
	Propertest Frequency class 'mips_30_16': 36/4472 (0.81%)

	New (unknown) data (2658 items):
	at_At1g30920 -	no entry	null
	at_At1g62010 -	no entry	null
	at_At1g62490 -	no entry	null
	at_At1g78930 -	no entry	null
	at_At1g61990 -	no entry	null
	at_At2g43110 -	no entry	null
	at_At1g21150 -	no entry	null
	at_At3g11560 -	no entry	null
	at_At3g51690 -	no entry	null
	at_At3g51700 -	no entry	null
	at_At4g13670 -	no entry	null
	at_At4g03900 -	no entry	null
	at_At5g06810 -	no entry	null


------------------
Rule 4913
	eval(_1,_2,9.0e-25-8.0e-10),desc(_2,hypothetical) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,xenopus) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,actinobacteria) = 1
	->  class mips_30_26 "plastid"

	Evaluation on training data (5270 items):
	at_At1g78510	mips_01_06	"polyprenyl diphosphate synthase (At-trans-PT)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_16
	at_At2g18620	mips_01_06	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	at_At2g23800	mips_01_06_01	"pregeranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g14550	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase (GGPS3)"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g29430	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g32040	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At5g47770	mips_01_06	"farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_03
	Training Accuracy: 7/7 (100.00%)
	Training Frequency class 'mips_30_26': 15/5270 (0.28%)

	Evaluation on validation data (2658 items):
	at_At3g14510	mips_01_06_01	"geranylgeranyl pyrophosphate synthetase, putative"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At4g17190	mips_01_06_01_07	"farnesyl-pyrophosphate synthetase FPS2"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
	Validation Accuracy: 2/2 (100.00%)
	Validation Frequency class 'mips_30_26': 12/2658 (0.45%)

	Evaluation on propertest data (4472 items):
	at_At1g49530	mips_01_06_01_07	"geranyl geranyl pyrophosphate synthase, putative"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At2g18640	mips_01	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40
			mips_40_03
	at_At2g34630 -	mips_01_06_01	"putative trans-prenyltransferase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
	at_At3g14530	mips_01_06_01	"putative geranylgeranyl pyrophosphate synthase GGPS3"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g20160	mips_01_06_01_07	"geranyl geranyl pyrophosphate synthase, putative"
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At4g36810	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At4g38460	mips_01_06	"geranylgeranyl pyrophosphate synthase-related protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	Propertest Accuracy: 6/7 (85.71%)
	Propertest Frequency class 'mips_30_26': 18/4472 (0.40%)

	New (unknown) data (2658 items):


------------------
Rule 3464
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,factor) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,xenopus_laevis__african_clawed_frog_),keyword(_2,nuclear_protein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,polymorphism) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
	->  class mips_40_09 "intracellular transport vesicles"

	Evaluation on training data (5270 items):
	at_At1g47830	mips_08_07	"clathrin coat assembly protein AP17, putative"
			mips_08_07_22
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At1g60780	mips_08_07_22	"putative Clathrin Coat Assembly protein"
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At1g60970	mips_08_07_22	"coatomer zeta subunit like protein"
			mips_08_07_22_01
			mips_40_09
			mips_45_03_09
	at_At1g02010	mips_04_09	"hypothetical protein"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03
			mips_13_03_01
			mips_25_05_25
			mips_40_09
	at_At2g17380	mips_08_07	"clathrin assembly protein AP19, small subunit"
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
	at_At2g19790	mips_08_07	"putative clathrin assembly protein"
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
	at_At1g10730	mips_06_04	"putative clathrin-coat assembly protein"
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_07_22_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_02
			mips_40_03
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At3g50860	mips_08_07	"putative clathrin coat assembly protein"
			mips_40_08
			mips_40_09
	at_At3g55480	mips_06	"AP3-complex beta-3A adaptin subunit-like protein"
			mips_06_04
			mips_06_10
			mips_08_07_22
			mips_08_07_22_01
			mips_10
			mips_13
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25_05
			mips_30
			mips_30_09
			mips_40_09
			mips_63_01
	at_At4g23460	mips_06_04	"beta adaptin - like protein"
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_07_22_01
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_09
			mips_40_02
			mips_40_09
	at_At4g24550	mips_08_07	"clathrin coat assembly like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_03
			mips_13_03_01
			mips_30_02
			mips_30_08
			mips_30_22
			mips_30_25
			mips_40_09
	at_At4g35410	mips_40_09	"clathrin assembly protein AP19 homolog"
	at_At5g11490	mips_08_07	"beta-adaptin-like protein A"
			mips_08_07_22
			mips_08_07_22_01
			mips_08_19
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_09
			mips_40_09
	Training Accuracy: 13/13 (100.00%)
	Training Frequency class 'mips_40_09': 109/5270 (2.07%)

	Evaluation on validation data (2658 items):
	at_At1g23900	mips_06_10	"gamma-adaptin, putative"
			mips_08_07
			mips_08_07_22
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_30_09
			mips_40_08
			mips_40_09
	at_At1g63530 -	mips_25_05_15	"unknown protein"
			mips_35_03_12
			mips_40_10_05
	at_At4g12120	mips_08_07_07	"putative protein"
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03_99
			mips_30_02
			mips_30_03
			mips_30_09
			mips_40_09
	at_At4g13350 -	mips_62_02_01_01	"unknown protein"
	at_At5g05010	mips_10	"coatomer delta subunit (delta-coat protein) (delta-COP)"
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
	at_At5g20200 -	mips_08_01	"Unknown protein"
			mips_20_25_01
			mips_20_25_01_03
			mips_20_25_01_07
			mips_47_03_02
	at_At5g46630	mips_06_04	"AP47/50p (gb|AAB88283.1)"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_03
			mips_13_03_01
			mips_30
			mips_30_22
			mips_30_25
			mips_40_02
			mips_40_03
			mips_40_09
	Validation Accuracy: 4/7 (57.14%)
	Validation Frequency class 'mips_40_09': 59/2658 (2.22%)

	Evaluation on propertest data (4472 items):
	at_At1g56590	mips_40_09	"clathrin coat assembly protein, putative"
			mips_40_25
	at_At1g59660 -	mips_04_03	"nucleoporin 98-like protein"
			mips_04_03_03
			mips_04_07
			mips_08_01
	at_At1g12360	mips_04_09	"unknown protein (At1g12360)"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_13_03_99
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_02
			mips_30_03
			mips_40_03
			mips_40_09
			mips_63_01
	at_At3g54860	mips_08_07_07	"vacuolar protein sorting protein 33 (VPS33)"
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03_99
			mips_30_02
			mips_30_03
			mips_30_09
			mips_40_09
			mips_45_03_17
			mips_62_02_99
	at_At3g09800	mips_40_09	"putative coatomer zeta subunit (zeta-coat protein)"
	Propertest Accuracy: 4/5 (80.00%)
	Propertest Frequency class 'mips_40_09': 76/4472 (1.70%)

	New (unknown) data (2658 items):
	at_At1g75340 -	no entry	null
	at_At1g15370 -	no entry	null
	at_At3g04240 -	no entry	null
	at_At3g05420 -	no entry	null


------------------
Rule 2756
	eval(_1,_2,0.0-9.0e-25),classification(_2,orthogastropoda) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
	->  class mips_40_09 "intracellular transport vesicles"

	Evaluation on training data (5270 items):
	at_At1g51270	mips_05	"unknown protein"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_99
			mips_13
			mips_13_05
			mips_40_02
			mips_40_09
			mips_63
			mips_63_07
			mips_98
	at_At1g04740	mips_08_07	"putative vesicle-associated membrane protein, synaptobrevin 7B, 5' partial"
			mips_40_08
			mips_40_09
	at_At1g04760	mips_08_07	"synaptobrevin 7B, putative"
			mips_40_08
			mips_40_09
	at_At2g23830	mips_05	"unknown protein"
			mips_06_04
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10_05
			mips_10_05_99
			mips_13_05
			mips_40_02
			mips_40_09
			mips_63_07
	at_At2g23870	mips_06_10	"pseudogene"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At2g33110	mips_08_07	"synaptobrevin like protein"
			mips_40_08
			mips_40_09
	at_At3g24890	mips_08_07	"synaptobrevin, putative"
			mips_13_03
			mips_13_03_01
			mips_14_01
			mips_14_01_03
			mips_40_07
			mips_40_08
			mips_40_09
	at_At1g11890	mips_40_09	"putative vesicle transport protein"
	at_At3g60600	mips_08_07_27	"putative protein"
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At4g10170	mips_08_07	"putative protein"
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g22360	mips_08_07	"synaptobrevin-like protein"
			mips_40_08
			mips_40_09
	at_At5g52990	mips_08_07	"putative protein"
			mips_40_08
			mips_40_09
	Training Accuracy: 12/12 (100.00%)
	Training Frequency class 'mips_40_09': 109/5270 (2.07%)

	Evaluation on validation data (2658 items):
	at_At2g25340	mips_06_04	"putative synaptobrevin"
			mips_14_04
			mips_25_05
			mips_40_09
			mips_67
	at_At5g11150	mips_06_04	"putative protein"
			mips_08
			mips_08_07
			mips_08_07_03
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g47180	mips_08_07	"VAMP (vesicle-associated membrane protein)-associated protein-like"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At5g54110	mips_06_10	"membrane associated protein"
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	Validation Accuracy: 4/4 (100.00%)
	Validation Frequency class 'mips_40_09': 59/2658 (2.22%)

	Evaluation on propertest data (4472 items):
	at_At1g08820	mips_01_05_04	"unknown protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At2g32670	mips_08_07	"putative synaptobrevin"
			mips_40_07
			mips_40_08
			mips_40_09
	at_At2g33120	mips_08_07	"putative synaptobrevin"
			mips_40_08
			mips_40_09
	at_At2g45140	mips_08_07	"putative VAMP-associated protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At3g54300	mips_40_09	"synaptobrevin -like protein"
	at_At4g27840	mips_40_09	"putative protein"
	at_At4g32150	mips_08_07	"vesicle-associated membrane protein 7C (At VAMP7C)"
			mips_40_08
			mips_40_09
	at_At4g32210 -	mips_02_13	"putative protein"
			mips_06_01
			mips_29_01
	at_At5g07880 -	mips_08_07	"SNAP25 - like protein"
			mips_13_03
			mips_13_03_01
	at_At5g09600 -	mips_02_10	"putative protein"
	Propertest Accuracy: 7/10 (70.00%)
	Propertest Frequency class 'mips_40_09': 76/4472 (1.70%)

	New (unknown) data (2658 items):
	at_At4g00170 -	no entry	null
	at_At1g48270 -	no entry	null


------------------
Rule 2762
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,mgd) = 1
	eval(_1,_2,0.0-9.0e-25),species(_2,rattus_norvegicus__rat_),keyword(_2,transport) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),keyword(_2,mitochondrion) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
	->  class mips_40_09 "intracellular transport vesicles"

	Evaluation on training data (5270 items):
	at_At1g26690	mips_08_07_03	"unknown protein"
			mips_40_09
	at_At1g03550	mips_08_07_07	"unknown protein"
			mips_40_09
	at_At1g61250	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At2g03290	mips_06_04	"putative Golgi-associated membrane trafficking protein"
			mips_40_09
	at_At1g09580	mips_06_04	"unknown protein"
			mips_08_07_03
			mips_40_09
	at_At2g36900	mips_08_07_03	"putative cis-Golgi SNARE protein"
			mips_08_07_27
			mips_40_09
	at_At1g11180	mips_08_07	"secretory carrier membrane protein, putative"
			mips_08_07_07
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At3g12100	mips_08_16	"hypothetical protein"
			mips_40_09
			mips_40_22
			mips_40_25
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_At3g29100	mips_08_07	"putative vesicle transport protein"
			mips_08_07_03
			mips_08_07_07
			mips_08_07_27
			mips_30_08
			mips_40_08
			mips_40_09
	at_At3g58810	mips_40_09	"zinc transporter -like protein"
			mips_40_22
			mips_40_25
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_25
	at_At5g39630	mips_08_07	"v-SNARE - like protein"
			mips_13_03
			mips_13_03_01
			mips_30_08
			mips_40_09
	at_At5g50440	mips_08_07	"golgi SNARE protein"
			mips_08_07_03
			mips_08_07_05
			mips_08_07_22
			mips_08_07_22_01
			mips_08_07_27
			mips_30_08
			mips_30_09
			mips_40_08
			mips_40_09
	Training Accuracy: 12/12 (100.00%)
	Training Frequency class 'mips_40_09': 109/5270 (2.07%)

	Evaluation on validation data (2658 items):
	at_At1g52180 -	mips_13_01_01	"putative delta tonoplast integral protein"
			mips_13_01_01_99
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g69460	mips_08_07	"putative protein"
			mips_08_07_03
			mips_40_08
			mips_40_09
	at_At1g14010	mips_08_07	"putative transmembrane protein"
			mips_08_07_03
			mips_40_08
			mips_40_09
	at_At1g15880	mips_06_04	"putative protein"
			mips_06_10
			mips_08_07_03
			mips_08_07_05
			mips_08_07_22
			mips_08_07_22_01
			mips_08_07_27
			mips_30_08
			mips_30_09
			mips_40_09
	at_At1g21900 -	mips_08_07	"transmembrane protein, putative"
			mips_08_07_03
			mips_40_08
	at_At1g32050	mips_06_04	"unknown protein"
			mips_08
			mips_08_07
			mips_08_07_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At2g03040	mips_40_08	"unknown protein"
			mips_40_09
	at_At2g46800	mips_08_04	"putative zinc transporter"
			mips_13_01_01
			mips_13_01_01_01
			mips_40_09
			mips_40_22
			mips_40_25
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_25
	at_At3g29070	mips_08_07	"transmembrane trafficking protein, putative"
			mips_08_07_03
			mips_40_08
			mips_40_09
	at_At4g10380 -	mips_33_03_13	"major intrinsic protein (MIP) - like"
			mips_35_03_17
			mips_67_99
	at_At4g18910 -	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At4g00430 -	mips_25_05_13	"transmembrane protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At5g39510	mips_03	"v-SNARE AtVTI1a"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_03
			mips_08_07_07
			mips_30
			mips_30_08
			mips_40_02
			mips_40_03
			mips_40_08
			mips_40_09
			mips_63_17
			mips_63_17_01
			mips_67
	Validation Accuracy: 8/13 (61.54%)
	Validation Frequency class 'mips_40_09': 59/2658 (2.22%)

	Evaluation on propertest data (4472 items):
	at_At1g57620	mips_06_04	"unknown protein"
			mips_40_09
	at_At2g20840	mips_08_07_07	"putative secretory carrier-associated membrane protein"
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At2g29870 -	mips_25_05_13	"putative aquaporin (plasma membrane intrinsic protein)"
			mips_33_03_13
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g45200	mips_08_07	"putative cis-Golgi SNARE protein"
			mips_08_07_03
			mips_08_07_05
			mips_08_07_22
			mips_08_07_22_01
			mips_08_07_27
			mips_30_08
			mips_30_09
			mips_40_08
			mips_40_09
	at_At2g47830	mips_08_16	"unknown protein"
			mips_13_01
			mips_13_01_01
			mips_40_09
			mips_40_22
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_50_25
	at_At3g04090 -	mips_13_01	"hypothetical protein"
			mips_20_25
			mips_20_25_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_99
	at_At3g07680	mips_08_07	"putative coated vesicle membrane protein"
			mips_08_07_03
			mips_40_09
	at_At3g10780	mips_40_08	"putative membrane protein"
			mips_40_09
	at_At3g13070 -	mips_11_05_05	"hemolysin-like protein"
			mips_11_05_05_01
			mips_11_07_05
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67
			mips_67_04_01
			mips_67_04_01_01
	at_At3g17440	mips_08_07_03	"unknown protein"
			mips_08_07_07
			mips_30_04
			mips_30_08
			mips_40_09
	at_At3g22845	mips_40_08	"unknown protein"
			mips_40_09
			mips_63_17_01
	at_At3g58060 -	mips_03_01_11	"putative protein"
			mips_08_16
			mips_13_01
			mips_13_01_01
			mips_40_30
	at_At3g61940	mips_13_01	"zinc transporter-like protein"
			mips_13_01_01
			mips_40_02
			mips_40_09
			mips_40_22
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_25
	Propertest Accuracy: 9/13 (69.23%)
	Propertest Frequency class 'mips_40_09': 76/4472 (1.70%)

	New (unknown) data (2658 items):
	at_At1g48240 -	no entry	null
	at_At3g14070 -	no entry	null
	at_At2g35190 -	no entry	null


------------------
Rule 4608
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosales) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	->  class mips_40_26 "plastid"

	Evaluation on training data (5270 items):
	at_At1g15820	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At1g29910	mips_02	"chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g29930	mips_02_11	"putative protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g61520	mips_02_11_05	"PSI type III chlorophyll a/b-binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34420	mips_02	"photosystem II type I chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34430	mips_02_11	"putative photosystem II type I chlorophyll a/b binding protein."
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g08940	mips_02	"putative chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g27690	mips_02	"putative chlorophyll A-B binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At3g61470	mips_02	"Lhca2 protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At4g10340	mips_02_11_05	"chlorophyll a/b-binding protein - like"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At5g01530	mips_02	"chlorophyll a/b-binding protein CP29"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Training Accuracy: 11/11 (100.00%)
	Training Frequency class 'mips_40_26': 103/5270 (1.95%)

	Evaluation on validation data (2658 items):
	at_At1g29920	mips_02_11	"chlorophyll a/b-binding protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g47470	mips_02_11	"light-harvesting chlorophyll a/b-binding protein (Cab4)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At5g54270	mips_02_11	"Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_40_26': 64/2658 (2.41%)

	Evaluation on propertest data (4472 items):
	at_At1g76570	mips_02_11_05	"putative chlorophyll A-B binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05070	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05100	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At2g40100	mips_02	"putative chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At5g28450	mips_02_11_05	"PS I antenna protein Lhca2 fragment"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	Propertest Accuracy: 5/5 (100.00%)
	Propertest Frequency class 'mips_40_26': 96/4472 (2.15%)

	New (unknown) data (2658 items):


------------------
Rule 940
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,flybase) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,viruses),desc(_2,precursor) = 0
	eval(_1,_2,4.0e-3-0.1),mol_wt(_2,1574.0-38820.0),classification(_2,nicotiana) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,complete_proteome),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,hypothetical_protein),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,repeat),desc(_2,hypothetical) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,saccharomyces_cerevisiae__baker_s_yeast_),db_ref(_2,transfac) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,escherichia) = 0
	->  class mips_62_02 "target of regulation"

	Evaluation on training data (5270 items):
	at_At1g62160	mips_14_10_02	"hypothetical protein"
			mips_14_10_02_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g62170	mips_06_13	"hypothetical protein"
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g62450	mips_10_01	"hypothetical protein similar to F24O1.19"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_07
			mips_20_25
			mips_40_09
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_09
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_62_02_01_02_01
			mips_63_01
	at_At1g64010	mips_14_10	"hypothetical protein"
			mips_14_10_02
			mips_14_10_02_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g23360	mips_10_01_05_01	"hypothetical protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g60860	mips_01_03_01	"guanine nucleotide exchange factor - like protein"
			mips_06_04
			mips_62_02
			mips_62_02_03
			mips_63_19
	at_At4g33920	mips_10_01_05	"unknown protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g20050	mips_06	"putative protein phosphatase 2C"
			mips_06_07_03
			mips_10
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_01
			mips_63_17_07
	at_At1g08680	mips_62_02_01_01	"unknown protein"
	at_At2g35590	mips_62_02_01_02	"putative serpin"
			mips_62_02_01_02_03
	at_At2g44100	mips_08_07	"GDP dissociation inhibitor"
			mips_08_16
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_03
			mips_62_02_05
	at_At3g17660	mips_62_02_01_01	"unknown protein"
			mips_62_02_01_01_01
	at_At3g51470	mips_10_01_05_01	"protein phosphatase 2C-like protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g59920	mips_06_04	"Rab GDP dissociation inhibitor"
			mips_08_16
			mips_10_01
			mips_10_01_01
			mips_13
			mips_13_03_01
			mips_40_09
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_03
			mips_62_02_05
	at_At1g12070	mips_10_01_05_05	"putative GDP-dissociation inhibitor"
			mips_10_01_05_05_01
			mips_13_07
			mips_20_25_16
			mips_40_09
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_09
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_02
			mips_62_02_01_02_01
	at_At4g16580	mips_10_01_05	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g38520	mips_10_01_05	"putative protein phosphatase-2c"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g09550	mips_08_16	"GDP dissociation inhibitor"
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_03
			mips_62_02_05
	at_At5g10740	mips_10_01_05_01	"protein phosphatase 2C -like protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g39500	mips_01_03_01	"Sec7/gnom -like protein"
			mips_06_04
			mips_14_01_03
			mips_14_01_03_99
			mips_62_02
			mips_62_02_03
	at_At5g66080	mips_01_04	"protein phosphatase 2C-like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	Training Accuracy: 21/21 (100.00%)
	Training Frequency class 'mips_62_02': 239/5270 (4.54%)

	Evaluation on validation data (2658 items):
	at_At1g01960	mips_01_03_01	"hypothetical protein"
			mips_08_07
			mips_40_08
			mips_62_02_03
	at_At1g34750	mips_01_04_07	"protein phosphatase type 2C, putative"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g47380	mips_06_07_03	"unknown protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_17_07
	at_At1g47710	mips_06_13	"serpin, putative"
			mips_20_25
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g48040	mips_10_01_05_01	"protein phosphatase-2C, putative"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g62700 -	mips_25_03	"unknown protein"
	at_At1g13980 -	mips_01_03_01	"putative pattern formation protein EMB30"
			mips_08_07
			mips_14_01_03
			mips_14_01_03_99
			mips_40_08
	at_At2g30170 -	mips_01_04	"unknown protein"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_63_17
			mips_63_17_07
	at_At2g25240	mips_20_25_16	"putative serpin"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g35560	mips_14_10_02	"putative serpin"
			mips_14_10_02_01
			mips_20_25
			mips_20_25_16_09
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_13
			mips_63_13_99
	at_At2g35580	mips_20_25_16	"putative serpin"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g06970 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g07880	mips_10_01_05	"putative RHO GDP-dissociation inhibitor 1"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_07
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_09
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_09
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_62_02_01_02_01
	at_At3g45220	mips_20_25_16	"serpin-like protein"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g08260	mips_06	"putative protein"
			mips_10
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g27800	mips_01_04	"protein phosphatase homolog (PPH1)"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g31860	mips_06	"protein phosphatase 2C - like protein"
			mips_10
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g38200 -	mips_01_03_01	"guanine nucleotide-exchange protein -like"
			mips_08_07
			mips_40_08
	at_At5g02760	mips_01_04	"protein phosphatase - like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g00690 -	mips_06_07_07	"hypothetical protein"
			mips_06_07_99
			mips_06_13_99
			mips_25_05_25
	at_At5g04050 -	mips_01_03_16	"maturase -like protein"
			mips_03_01_05_01
			mips_04_05_05_01
	at_At5g26010	mips_10_01_05_01	"protein phosphatase - like"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g65260 -	mips_04_05_05	"poly(A)-binding protein II-like"
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_04_07
			mips_08_01
			mips_13_05
	Validation Accuracy: 15/23 (65.22%)
	Validation Frequency class 'mips_62_02': 123/2658 (4.63%)

	Evaluation on propertest data (4472 items):
	at_At1g22280	mips_01_04_07	"putative protein phosphatase type 2C (At1g22280)"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g30010 -	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_04_05_05
			mips_04_05_05_01
	at_At1g64030	mips_06	"hypothetical protein"
			mips_06_13
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_02
			mips_40_03
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At1g65650 -	mips_06_07_05	"unknown protein (At1g65650)"
			mips_06_13_01
			mips_06_13_01_01
			mips_62_01
			mips_62_01_05
	at_At1g78200	mips_10_01_05_01	"putative protein phosphatase 2C"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g79630	mips_01_04	"putative protein phosphatase-2C (At1g79630)"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g09160	mips_10_01_05_01	"putative protein phosphatase 2C"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g51330	mips_20_25	"hypothetical protein"
			mips_20_25_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g14540	mips_20_25	"putative serpin"
			mips_20_25_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g25070	mips_01_04	"putative protein phosphatase 2C"
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g26390	mips_20_25_16	"putative serpin"
			mips_40_10
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g33700	mips_10_01_05	"putative protein phosphatase 2C"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g34740 -	mips_01_04_07	"putative protein phosphatase 2C"
			mips_06_07_03
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_63_01
			mips_63_17_07
			mips_63_19
	at_At3g05250	mips_10_01_05_01	"unknown protein"
			mips_10_01_05_01_04
			mips_14_10
			mips_14_10_02
			mips_14_10_02_03
			mips_14_10_02_99
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At3g06540	mips_06_07_99	"Rab escort protein, putative"
			mips_08_07
			mips_13_03
			mips_13_03_01
			mips_20_25_01
			mips_20_25_01_01
			mips_40_09
			mips_62_02_01_01
			mips_62_02_03
	at_At3g12620	mips_10_01_05_01	"hypothetical protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g15260	mips_01	"putative protein phosphatase type 2C"
			mips_01_04_07
			mips_06
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g27140 -	mips_01_04	"protein phosphatase 2C, putative"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_63_17
			mips_63_17_07
	at_At3g43300 -	mips_06_04	"guanine nucleotide-exchange - like protein"
			mips_08
			mips_08_07
			mips_40_08
	at_At3g62260	mips_10_01_05_01	"unknown protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g16800	mips_10_01_05_01	"protein phosphatase, putative"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g28400	mips_01_04_07	"protein phosphatase 2C like protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g32950	mips_10_01_05_01	"putative protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g06750 -	mips_01_04	"protein phosphatase 2C-like"
			mips_63_17
			mips_63_17_01
	at_At5g60190 -	mips_06_07_07	"putative protein"
			mips_06_07_99
			mips_06_13_99
			mips_25_05_25
	at_At5g01700	mips_10_01_05_01	"putative protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	Propertest Accuracy: 19/26 (73.08%)
	Propertest Frequency class 'mips_62_02': 208/4472 (4.65%)

	New (unknown) data (2658 items):
	at_At3g43230 -	no entry	null
	at_At3g51370 -	no entry	null
	at_At5g27930 -	no entry	null
	at_At3g63320 -	no entry	null
	at_At4g09280 -	no entry	null
	at_At1g35210 -	no entry	null
	at_At3g06270 -	no entry	null
	at_At3g17090 -	no entry	null
	at_At4g21340 -	no entry	null
	at_At4g00790 -	no entry	null
	at_At5g12190 -	no entry	null
	at_At5g19340 -	no entry	null
	at_At5g67390 -	no entry	null


------------------
Rule 3030
	eval(_1,_2,0.0-9.0e-25),keyword(_2,alternative_splicing),desc(_2,chromosome) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),sq_len(_2,349.0-485.0) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,escherichia) = 0
	->  class mips_62_02 "target of regulation"

	Evaluation on training data (5270 items):
	at_At1g14750	mips_03_01	"cyclin, putative"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g16330	mips_03_03_04	"putative mitotic cyclin"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01
			mips_62_02_01_01
	at_At1g35440	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_10_03
			mips_62_02_01_01
	at_At1g44110	mips_03_03	"mitotic cyclin a2-type, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g76310	mips_03_03_02	"putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g80370	mips_03_03_01_01	"putative cyclin"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_62_02_01_01
	at_At4g34160	mips_03_03_04	"cyclin delta-3"
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g17620	mips_03_03	"putative cyclin 2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g26430	mips_03	"cyclin like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_01
			mips_04_05_01_04
			mips_25_05
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g50070	mips_03_03	"cyclin D3-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_40_08
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g03270	mips_03_03_01	"putative D-type cyclin"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_25
			mips_62_02_01_01
	at_At5g11300	mips_03_03_04	"cyclin 3b"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At5g43080	mips_03_01_03	"cyclin A-type"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g45190	mips_03_03_01_01	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_10_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g48630	mips_03_03_02	"cyclin C-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g15570	mips_03_03_04	"putative cyclin (At1g15570)"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At5g02110	mips_03	"putative protein"
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_62_02_01_01
	Training Accuracy: 17/17 (100.00%)
	Training Frequency class 'mips_62_02': 239/5270 (4.54%)

	Evaluation on validation data (2658 items):
	at_At1g27630	mips_03_03_01_01	"putative cyclin"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g47210	mips_03_03_01_01	"cyclin like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g47220	mips_03_03_02	"cyclin, putative"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At1g77390	mips_03	""
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01_05
			mips_10_01_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At1g20610	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g42810	mips_01_04	"putative phosphoprotein phosphatase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_10_01_05
			mips_10_01_05_01
			mips_48
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
	at_At4g35620	mips_03_03_01_01	"cyclin 2b protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g37490	mips_03	"cyclin cyc1"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_25_05
			mips_40
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At5g10440	mips_03_03_01	"cyclin protein - like"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_02_01_01
	at_At5g48640	mips_03_03_01_01	"cyclin C-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_10_03
			mips_62_02_01_01
	Validation Accuracy: 10/10 (100.00%)
	Validation Frequency class 'mips_62_02': 123/2658 (4.63%)

	Evaluation on propertest data (4472 items):
	at_At1g47230	mips_03_03_01	"cyclin like protein"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_25_05_25
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g53300 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At1g70210	mips_03_01_03	"hypothetical protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g20590	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63
			mips_63_01
	at_At1g34450	mips_03_03	"cyclin, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g22490	mips_03_03_01_01	"putative cyclin D"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g45880 -	mips_02	"putative beta-amylase"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At2g26760	mips_03_03_01_01	"putative cyclin"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g11520	mips_03_03_01_01	"cyclin box"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g19560	mips_40_10_03	"putative protein"
			mips_62_02_01_01
	at_At4g19600	mips_03_03_01	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_62_02_01
			mips_62_02_01_01
	at_At4g37630	mips_03_03_04	"putative protein"
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g27100 -	mips_10_05_02	"ion channel - like protein (AtGLR2.1)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g27620	mips_03_03_04	"cyclin H (AtCycH1)"
			mips_03_03_04_07
			mips_04_05_01_01
			mips_62_01_07
			mips_62_02_01_01
	at_At5g65420	mips_03_03_04	"D-type cyclin (emb|CAB41347.1)"
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g67260	mips_03	"cyclin D3-like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_40_08
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	Propertest Accuracy: 13/16 (81.25%)
	Propertest Frequency class 'mips_62_02': 208/4472 (4.65%)

	New (unknown) data (2658 items):
	at_At4g10680 -	no entry	null


------------------
Rule 3550
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),db_ref(_2,genew) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,mollusca) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
	->  class mips_63_09 "lipid binding"

	Evaluation on training data (5270 items):
	at_At1g22530	mips_01_06_13	"unknown protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At1g55690	mips_01_06_13	"Phosphatidylinositol Transfer Protein, putative"
			mips_63_09
			mips_67_13
	at_At1g72150	mips_01_06_13	"putative cytosolic factor protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At2g21520	mips_01_06_13	"putative phosphatidylinositol/phosphatidylcholine transfer protein"
			mips_08_07
			mips_63_09
	at_At4g09160	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At5g47510	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	Training Accuracy: 6/6 (100.00%)
	Training Frequency class 'mips_63_09': 77/5270 (1.46%)

	Evaluation on validation data (2658 items):
	at_At1g19650	mips_01_06_13	"sec14 cytosolic factor, putative"
			mips_08_07
			mips_63_09
	at_At2g16380	mips_01_06_13	"putative phosphatidylinositol/phosphatidylcholine transfer protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At3g51670	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At4g21350 -	mips_03_01_05_03	"putative protein"
	at_At4g34580	mips_01_06_13	"putative protein"
			mips_63_09
	at_At4g36640	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At4g39170	mips_01_06_13	"unknown protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_67_13
	at_At4g39180	mips_01	"SEC14 - like protein"
			mips_01_06
			mips_01_06_13
			mips_63_09
			mips_63_21
			mips_63_21_99
			mips_67
	Validation Accuracy: 7/8 (87.50%)
	Validation Frequency class 'mips_63_09': 38/2658 (1.43%)

	Evaluation on propertest data (4472 items):
	at_At1g30690	mips_01_06	"putative phosphatidyl-inositol-transfer protein"
			mips_01_06_13
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_40_03
			mips_40_08
			mips_48
			mips_63_09
			mips_67
	at_At1g75370	mips_01_06_13	"sec14 cytosolic factor, putative"
			mips_63_09
	at_At2g21540	mips_01_06_13	"putative phosphatidylinositol/phophatidylcholine transfer protein"
			mips_63_09
	Propertest Accuracy: 3/3 (100.00%)
	Propertest Frequency class 'mips_63_09': 74/4472 (1.65%)

	New (unknown) data (2658 items):
	at_At5g09800 -	no entry	null


------------------
Rule 6163
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,solanum) = 1
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,15.0-349.0),db_ref(_2,hamap) = 1
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,15.0-349.0),classification(_2,rhodobacteraceae) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,rosidae),db_ref(_2,pfam) = 1
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,neurospora) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonadales),db_ref(_2,tigrfams) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_63_21 "complex cofactor binding"

	Evaluation on training data (5270 items):
	at_At1g25460	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g63180	mips_01_03	"uridine diphosphate glucose epimerase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g64440	mips_01_03	"UDP-galactose 4-epimerase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g73250	mips_01_05_01_01_01	"GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g80820	mips_01_03	"cinnamoyl CoA reductase like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g02400	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09340	mips_01_05_01_01_01	"putative RNA-binding protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33600	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g14790	mips_01_05_01_03_01	"dTDP-glucose 4,6-dehydratase, putative"
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g46440	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratases-like protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g00560	mips_01_05_01_01_01	"putative dTDP-6-deoxy-L-mannose-dehydrogenase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g20460	mips_01_05_01_01_01	"UDP-glucose 4-epimerase - like protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g12780	mips_01_05_01_03	"uridine diphosphate glucose epimerase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g19440	mips_01_03	"cinnamyl-alcohol dehydrogenase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g59290	mips_01_03	"dTDP-glucose 4-6-dehydratase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_63_21': 76/5270 (1.44%)

	Evaluation on validation data (2658 items):
	at_At1g08200	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g53500	mips_01_03	"dTDP-D-glucose 4,6-dehydratase, putative"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g26260 -	mips_01_05_01_01_01	"3-beta-hydroxysteroid dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_47_03_15
			mips_47_03_15_05
	at_At2g33630 -	mips_01_05	"putative steroid dehydrogenase"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At2g45400	mips_01_05_01_01	"putative flavonol reductase"
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_40_10
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34850	mips_01_03	"putative UDP-galactose-4-epimerase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g12250 -	mips_01_03	"nucleotide sugar epimerase -like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At5g42800	mips_01_05_01_01_01	"dihydroflavonol 4-reductase"
			mips_01_05_01_03_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	Validation Accuracy: 5/8 (62.50%)
	Validation Frequency class 'mips_63_21': 56/2658 (2.11%)

	Evaluation on propertest data (4472 items):
	at_At1g66800	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_04
			mips_04_05_01_04
			mips_30
			mips_40
			mips_40_10
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g78570	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09480	mips_01_05_01_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09490	mips_01_05_01_03_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09500	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09510	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g68540	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g76470	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g27860	mips_01_05_01_01_01	"putative dTDP-glucose 4-6-dehydratase"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33590	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g47650 -	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At3g62830 -	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratase homolog D18"
			mips_01_05_99
			mips_02_01
			mips_40_10_03
	at_At4g27250 -	mips_01_05_01_03_02	"putative protein"
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
	at_At5g58490	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g66280 -	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	Propertest Accuracy: 11/15 (73.33%)
	Propertest Frequency class 'mips_63_21': 87/4472 (1.95%)

	New (unknown) data (2658 items):


------------------
Rule 6268
	eval(_1,_2,4.0e-3-0.1),desc(_2,hypothetical) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mollusca),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_63_21 "complex cofactor binding"

	Evaluation on training data (5270 items):
	at_At1g23800	mips_01_20_05	"putative aldehyde dehydrogenase NAD+"
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g44170	mips_01_20_05	"puative aldehyde dehydrogenase"
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g74920	mips_01_20_05	"betaine aldehyde dehydrogenase like protein"
			mips_01_20_17_01
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g79440	mips_01_20_05	"succinic semialdehyde dehydrogenase 1 (SSADH1)"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g34240	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20
			mips_01_20_05
			mips_02_01
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g24270	mips_01_20_05	"putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At4g36250	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	Training Accuracy: 7/7 (100.00%)
	Training Frequency class 'mips_63_21': 76/5270 (1.44%)

	Evaluation on validation data (2658 items):
	at_At1g54100	mips_01_06	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g14200	mips_01_07	"F15N24.6"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g66658	mips_01_20_05	"betaine aldehyde dehydrogenase, putative"
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_63_21': 56/2658 (2.11%)

	Evaluation on propertest data (4472 items):
	at_At3g48000	mips_01_07	"aldehyde dehydrogenase (NAD+)-like protein"
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g48170	mips_01_20_05	"betaine aldehyde dehydrogenase-like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At5g62530	mips_01	"delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
			mips_02
			mips_01_05
			mips_01_06
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
	Propertest Accuracy: 3/3 (100.00%)
	Propertest Frequency class 'mips_63_21': 87/4472 (1.95%)

	New (unknown) data (2658 items):


------------------
Rule 6164
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,solanum) = 1
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,15.0-349.0),db_ref(_2,hamap) = 1
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,15.0-349.0),classification(_2,rhodobacteraceae) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,rosidae),db_ref(_2,pfam) = 1
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,neurospora) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonadales),db_ref(_2,tigrfams) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_63_99 "other binding function"

	Evaluation on training data (5270 items):
	at_At1g25460	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g63180	mips_01_03	"uridine diphosphate glucose epimerase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g64440	mips_01_03	"UDP-galactose 4-epimerase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g73250	mips_01_05_01_01_01	"GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g80820	mips_01_03	"cinnamoyl CoA reductase like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g02400	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09340	mips_01_05_01_01_01	"putative RNA-binding protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33600	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g14790	mips_01_05_01_03_01	"dTDP-glucose 4,6-dehydratase, putative"
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g46440	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratases-like protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g00560	mips_01_05_01_01_01	"putative dTDP-6-deoxy-L-mannose-dehydrogenase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g20460	mips_01_05_01_01_01	"UDP-glucose 4-epimerase - like protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g12780	mips_01_05_01_03	"uridine diphosphate glucose epimerase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g19440	mips_01_03	"cinnamyl-alcohol dehydrogenase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g59290	mips_01_03	"dTDP-glucose 4-6-dehydratase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_63_99': 36/5270 (0.68%)

	Evaluation on validation data (2658 items):
	at_At1g08200	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g53500	mips_01_03	"dTDP-D-glucose 4,6-dehydratase, putative"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g26260 -	mips_01_05_01_01_01	"3-beta-hydroxysteroid dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_47_03_15
			mips_47_03_15_05
	at_At2g33630 -	mips_01_05	"putative steroid dehydrogenase"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At2g45400	mips_01_05_01_01	"putative flavonol reductase"
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_40_10
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34850	mips_01_03	"putative UDP-galactose-4-epimerase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g12250 -	mips_01_03	"nucleotide sugar epimerase -like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At5g42800	mips_01_05_01_01_01	"dihydroflavonol 4-reductase"
			mips_01_05_01_03_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	Validation Accuracy: 5/8 (62.50%)
	Validation Frequency class 'mips_63_99': 23/2658 (0.87%)

	Evaluation on propertest data (4472 items):
	at_At1g66800	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_04
			mips_04_05_01_04
			mips_30
			mips_40
			mips_40_10
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g78570	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09480	mips_01_05_01_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09490	mips_01_05_01_03_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09500	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09510	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g68540	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g76470	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g27860	mips_01_05_01_01_01	"putative dTDP-glucose 4-6-dehydratase"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33590	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g47650 -	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At3g62830 -	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratase homolog D18"
			mips_01_05_99
			mips_02_01
			mips_40_10_03
	at_At4g27250 -	mips_01_05_01_03_02	"putative protein"
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
	at_At5g58490	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g66280 -	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	Propertest Accuracy: 11/15 (73.33%)
	Propertest Frequency class 'mips_63_99': 29/4472 (0.65%)

	New (unknown) data (2658 items):


------------------
Rule 3587
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,transfac),desc(_2,transcription) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),db_ref(_2,smart) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,glycoprotein) = 1
	->  class mips_67_01 "channel / pore class transporters"

	Evaluation on training data (5270 items):
	at_At2g24610	mips_06_10	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At2g24730	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.2)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g25600	mips_67_01	"putative potassium transporter/channel"
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g26650	mips_10_01_09	"K+ transporter, AKT1"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g29100	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.9)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
	at_At2g32400	mips_10_05_02	"ionotropic glutamate receptor (GLR5)"
			mips_10_05_02_30
			mips_33_03_13
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g07520	mips_10_05_02	"unknown protein (AtGLR1.4)"
			mips_10_05_02_30
			mips_33_03_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g17700	mips_06_10	"cyclic nucleotide-binding transporter 1 (CNBT1)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At3g48010	mips_10_01_09	"putative cyclic nucleotide-gated channel"
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At4g01840	mips_13_05	"putative potassium channel"
			mips_67_01
			mips_67_01_01
	at_At4g22200	mips_10	"potassium channel (AKT2)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At4g30360	mips_10_05_01	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At4g31710	mips_08	"putative protein (AtGLR2.4)"
			mips_10
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_99
	at_At5g11210	mips_10_05_02	"putative protein (AtGLR2.5)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g37500	mips_06_10	"guard cell outward rectifying K+ channel"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g46370	mips_67_01	"outward rectifying potassium channel KCO"
			mips_67_01_01
			mips_67_04
	at_At5g49960	mips_08	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_40_02
			mips_40_30
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g57940	mips_06_10	"cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_13_05
			mips_20
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At1g01340	mips_10_05_01	"CaM-regulated potassium ion channel (ACBK1)"
			mips_10_05_01_10
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At2g29110	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.8)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	Training Accuracy: 20/20 (100.00%)
	Training Frequency class 'mips_67_01': 93/5270 (1.76%)

	Evaluation on validation data (2658 items):
	at_At2g28260	mips_06_10	"putative cyclic nucleotide and calmodulin-regulated ion channel protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At2g24710	mips_08	"putative ligand-gated ion channel protein (AtGLR2.3)"
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_01
			mips_67_04
	at_At3g16550 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At4g18290	mips_10_01_09	"potassium channel protein KAT2"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At4g24490 -	mips_01_06_07	"Rab geranylgeranyl transferase like protein (fragment)"
			mips_06_07_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At4g30560	mips_04	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_06
			mips_06_10
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_63
			mips_63_01
			mips_63_09
			mips_63_17
			mips_63_17_03
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At4g01010	mips_06_10	"cyclic nucleotide gated channel (CNGC4) like protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g11180	mips_13_03	"putative protein (AtGLR2.6)"
			mips_13_03_01
			mips_67_01
			mips_67_04
	at_At5g36950 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At5g39830 -	mips_06_07_11	"DegP protease-like protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At5g41330	mips_04	"putative protein"
			mips_40
			mips_40_02
			mips_40_16
			mips_63
			mips_63_01
			mips_63_03
			mips_67
			mips_67_01
			mips_67_04
			mips_99
	Validation Accuracy: 7/11 (63.64%)
	Validation Frequency class 'mips_67_01': 63/2658 (2.37%)

	Evaluation on propertest data (4472 items):
	at_At1g02510	mips_47_03_11	"hypothetical protein"
			mips_47_03_11_03
			mips_47_03_11_05
			mips_47_03_11_07
			mips_67_01
			mips_67_01_01
	at_At1g42540	mips_10_05_02	"hypothetical protein (AtGLR3.3)"
			mips_10_05_02_30
			mips_33_03_13
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At1g51150 -	mips_06_07_11	"hypothetical protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g65630 -	mips_06_01	"serine protease DO, putative"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_05
			mips_40_07
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g65640 -	mips_06_07_11	"serine protease DO, putative"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At2g17260	mips_10_05_02	"putative glutamate receptor (GLR2)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g23980	mips_10_01_09	"putative cyclic nucleotide and calmodulin-regulated ion channel protein"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At2g29120	mips_08	"putative ligand-gated ion channel protein (AtGLR2.7)"
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
	at_At2g46430	mips_06	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_01
			mips_67
			mips_67_01
			mips_67_01_01
	at_At3g03380 -	mips_06_07_11	"unknown protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At3g04110	mips_10_05_02	"putative glutamate receptor (GLR1) (AtGLR1.1)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g27925 -	mips_06_07_11	"DegP protease precursor, 5' partial"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At3g51480	mips_13_03	"putative glutamate receptor (AtGLR3.6)"
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
	at_At4g18160	mips_13_03	"potassium channel - like protein"
			mips_13_03_01
			mips_67_01
			mips_67_01_01
	at_At4g32650	mips_10_05_01	"potassium channel protein AtKC"
			mips_10_05_01_10
			mips_13_05
			mips_20_25_01
			mips_20_25_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At4g35290	mips_10_05_02	"unknown protein"
			mips_10_05_02_30
			mips_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04_01_02
	at_At4g03560	mips_13_03	"two-pore calcium channel (AtTPC1)"
			mips_13_03_01
			mips_13_05
			mips_67_01
			mips_67_01_01
	at_At5g15410	mips_10_05_01	"cyclic nucleotide-gated cation channel"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At5g46240	mips_06_10	"potassium channel protein KAT1 (pir||S32816)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_30_04
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g55630	mips_67_01	"outward rectifying potassium channel KCO"
			mips_67_01_01
	Propertest Accuracy: 15/20 (75.00%)
	Propertest Frequency class 'mips_67_01': 90/4472 (2.01%)

	New (unknown) data (2658 items):
	at_At5g14890 -	no entry	null
	at_At5g18480 -	no entry	null


------------------
Rule 5585
	eval(_1,_2,9.0e-25-8.0e-10),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,maloideae) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	->  class mips_67_01 "channel / pore class transporters"

	Evaluation on training data (5270 items):
	at_At1g04420	mips_02_16	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
	at_At1g04690	mips_01	"putative K+ channel, beta subunit"
			mips_01_05
			mips_02_16
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02
			mips_62_02_99
			mips_67
			mips_67_01
			mips_67_04
	at_At1g60680	mips_01_05_01_01_01	""
			mips_02_16
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_62
			mips_62_02
			mips_62_02_99
			mips_67_01
			mips_67_04
	at_At1g60730	mips_01_05_01_01_01	"unknown protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	at_At1g10810	mips_01_05_01_01_01	"putative auxin-induced protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50_25
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_67_01': 93/5270 (1.76%)

	Evaluation on validation data (2658 items):
	at_At1g60690	mips_01_05_01_01_01	""
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At1g60750	mips_01_05_01_01_01	""
			mips_02_01
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50
			mips_67_50_25
	at_At4g33670	mips_13_01	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
			mips_67_15
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_67_01': 63/2658 (2.37%)

	Evaluation on propertest data (4472 items):
	at_At1g60710	mips_01_05_01_01_01	"unknown protein"
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At2g27680	mips_08_19	"unknown protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	Propertest Accuracy: 2/2 (100.00%)
	Propertest Frequency class 'mips_67_01': 90/4472 (2.01%)

	New (unknown) data (2658 items):


------------------
Rule 6693
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,lactococcus),keyword(_2,complete_proteome) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,methanocaldococcus) = 0
	->  class mips_67_11 "peptide transporters"

	Evaluation on training data (5270 items):
	at_At1g18880	mips_67	"putative protein"
			mips_67_10
			mips_67_11
	at_At1g27040	mips_67_10	"putative nitrate transporter (At1g27040)"
			mips_67_11
	at_At1g27080	mips_67_11	"nitrite transporter, putative"
	at_At1g33440	mips_67_11	"nitrate transporter NTL1, putative"
	at_At1g62200	mips_67_11	"unknown protein (At1g62200)"
	at_At1g68570	mips_67_11	"peptide transporter, putative"
	at_At1g69860	mips_67_11	"putative peptide transporter"
	at_At1g69870	mips_67_11	"unknown protein"
	at_At2g26690	mips_67	"putative nitrate transporter"
			mips_67_10
			mips_67_11
	at_At3g54450	mips_67_11	"oligopeptide transporter -like protein"
	at_At2g02020	mips_67_10	"putative peptide/amino acid transporter"
			mips_67_11
	at_At2g38100	mips_67_11	"putative peptide/amino acid transporter"
	at_At3g25260	mips_67_11	"nitrate transporter, putative"
	at_At3g45650	mips_67_10	"putative protein"
			mips_67_11
	at_At3g45680	mips_67_11	"putative transporter protein"
	at_At3g45700	mips_67_11	"putative transporter protein"
	at_At5g13400	mips_67_11	"peptide transporter - like protein"
	at_At5g14940	mips_67_11	"oligopeptide transporter -like protein"
	at_At5g19640	mips_67_11	"peptide transport protein-like"
	at_At5g46050	mips_67_11	"peptide transporter"
	at_At5g62680	mips_67_10	"peptide transporter"
			mips_67_11
	Training Accuracy: 21/21 (100.00%)
	Training Frequency class 'mips_67_11': 30/5270 (0.57%)

	Evaluation on validation data (2658 items):
	at_At1g59740	mips_67_11	"unknown protein"
	at_At1g72140	mips_67_11	"peptide transporter PTR2-B, putative"
	at_At1g22550	mips_67_11	"Similar to LeOPT1 [Lycopersicon esculentum"
	at_At1g22570	mips_67_11	"Similar to LeOPT1 [Lycopersicon esculentum"
	at_At3g53960	mips_67_11	"transporter like protein"
	at_At3g54140	mips_67	"peptide transport - like protein"
			mips_67_11
	at_At3g21670	mips_67_11	"nitrate transporter"
	at_At3g45710	mips_67_10	"putative transporter protein"
			mips_67_11
	at_At3g47960	mips_67	"putative peptide transporter"
			mips_67_10
			mips_67_11
	at_At5g08690 -	mips_01	"H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
			mips_02
			mips_01_07
			mips_01_07_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_16
			mips_63
			mips_63_19
			mips_67
			mips_67_01
			mips_67_04
			mips_67_15
			mips_99
	at_At5g11570	mips_20_03	"putative oligopeptide transporter protein"
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_05
			mips_67_11
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	Validation Accuracy: 10/11 (90.91%)
	Validation Frequency class 'mips_67_11': 17/2658 (0.64%)

	Evaluation on propertest data (4472 items):
	at_At1g22540	mips_67_11	"Similar to peptide transporter"
	at_At1g32450	mips_67_10	"peptide transporter PTR2-B, putative"
			mips_67_11
	at_At1g52190	mips_67	"peptide transporter like protein"
			mips_67_10
			mips_67_11
	at_At1g69850	mips_67_11	"nitrate transporter (NTL1)"
	at_At1g72130	mips_67_11	"peptide transporter PTR2-B, putative"
	at_At1g12110	mips_67	"nitrate/chlorate transporter CHL1"
			mips_67_11
	at_At2g02040	mips_67_10	"histidine transport protein (PTR2-B)"
			mips_67_11
	at_At2g37900	mips_67_11	"putative peptide/amino acid transporter"
	at_At2g40460	mips_67_11	"putative PTR2 family peptide transporter"
	at_At3g16180	mips_67_11	"putative transport protein"
	at_At3g25280	mips_67_11	"nitrate transporter, putative"
	at_At3g45660	mips_67_11	"putative protein"
	at_At3g45690	mips_67_11	"putative transporter protein"
	at_At3g45720	mips_67_11	"putative transporter protein"
	at_At4g21680	mips_67_10	"peptide transporter - like protein"
			mips_67_11
	at_At4g32670 -	mips_04_99	"putative protein"
	at_At5g28470	mips_67_11	"peptide transporter - like protein"
	at_At5g46040	mips_67_11	"peptide transporter"
	at_At5g62730	mips_67_04_07	"nitrate transporter NTL1 - like protein"
			mips_67_11
	at_At5g01180	mips_67_11	"oligopeptide transporter - like protein"
	Propertest Accuracy: 19/20 (95.00%)
	Propertest Frequency class 'mips_67_11': 23/4472 (0.51%)

	New (unknown) data (2658 items):
	at_At1g34060 -	no entry	null
	at_At1g72120 -	no entry	null
	at_At3g49730 -	no entry	null
	at_At3g01350 -	no entry	null


------------------
Rule 6878
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,metazoa) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,polymorphism) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_67_12 "amine / polyamine transporters"

	Evaluation on training data (5270 items):
	at_At1g24400	mips_01_01_07	"amino acid transporter-like protein 2 (AATL2)"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g58360	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g71680	mips_01_01_07	"amino acid permease, putative"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At1g77380	mips_01_01	"amino acid permease AAP3"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g80510	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g30390	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g08230	mips_01_01_07	"hypothetical protein"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At2g39130	mips_01_01_07	"unknown protein"
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At2g39890	mips_01_01	"proline transporter 1"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At3g56200	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At5g01240	mips_01_01_07	"LAX1 / AUX1 -like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At5g15240	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g38820	mips_01_01_07	"transporter -like protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g63850	mips_01	"amino acid transporter AAP4 (pir||S51169)"
			mips_01_01_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g02170	mips_01_01_07	"putative protein"
			mips_48
			mips_67_10
			mips_67_12
	at_At5g16740	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_67_12': 26/5270 (0.49%)

	Evaluation on validation data (2658 items):
	at_At1g44100	mips_01_01_07	"amino acid permease AAP5"
			mips_08_99
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g67640	mips_01_01_07	"putative amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g21050	mips_01_01_07	"AUX1-like amino acid permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At2g33260 -	mips_67_99	"putative tyrosine-specific transport protein"
	at_At2g40420	mips_01_01_07	"unknown protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g11900	mips_01_01	"putative amino acid transporter protein"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At4g18790 -	mips_08_19	"ion transporter - like protein"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g65990	mips_01_01	"amino acid transporter protein-like"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	Validation Accuracy: 6/8 (75.00%)
	Validation Frequency class 'mips_67_12': 12/2658 (0.45%)

	Evaluation on propertest data (4472 items):
	at_At1g25530	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g47670	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	at_At1g77690	mips_01_01_07	"putative AUX1-like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_99
	at_At1g10010	mips_01_01	"putative amino acid permease"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g23150 -	mips_08_19	"putative metal ion transporter (NRAMP)"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g36590	mips_01_01_07	"putative proline transporter"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g13620	mips_01_01_07	"putative protein"
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g01760	mips_01_01_07	"putative amino acid permease"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g55740	mips_01_01_07	"proline transporter 2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At4g38250	mips_01_01	"putative amino acid transport protein"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g09220	mips_01_01_07	"amino acid transport protein AAP2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g23810	mips_01_01_07	"amino acid transporter"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g49630	mips_01_01_07	"amino acid permease 6 (emb|CAA65051.1)"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	Propertest Accuracy: 12/13 (92.31%)
	Propertest Frequency class 'mips_67_12': 24/4472 (0.54%)

	New (unknown) data (2658 items):


------------------
Rule 6826
	eval(_1,_2,4.0e-3-0.1),keyword(_2,respiratory_chain) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,hypocreales) = 1
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,rattus) = 0
	->  class mips_67_12 "amine / polyamine transporters"

	Evaluation on training data (5270 items):
	at_At1g49370	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
	at_At2g01170	mips_01	"putative amino acid or GABA permease"
			mips_01_01
			mips_01_01_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_10
			mips_67_12
	at_At2g34960	mips_01_01_07	"putative amino acid transporter"
			mips_67_10
			mips_67_12
	at_At2g38120	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At3g10600	mips_01_01_07	"putative amino acid transporter"
			mips_48
			mips_67_10
			mips_67_12
	at_At3g19553	mips_01_01_07	"amino acid permease, putative, 5' partial"
			mips_08_19
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g28960	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	Training Accuracy: 7/7 (100.00%)
	Training Frequency class 'mips_67_12': 26/5270 (0.49%)

	Evaluation on validation data (2658 items):
	at_At1g60160 -	mips_67	""
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At2g35060 -	mips_67_04_01	"putative potassium transporter"
			mips_67_04_01_02
			mips_67_50_22
	at_At4g33530 -	mips_67_04_01	"putative potassium transporter AtKT5p (AtKT5)"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g04770	mips_01_01	"amino acid transporter-like protein"
			mips_01_01_07
			mips_40_02
			mips_48
			mips_67_10
			mips_67_12
	at_At5g05630	mips_01_01_07	"putative protein"
			mips_08_19
			mips_20_03
			mips_67_10
			mips_67_12
	Validation Accuracy: 2/5 (40.00%)
	Validation Frequency class 'mips_67_12': 12/2658 (0.45%)

	Evaluation on propertest data (4472 items):
	at_At1g30450	mips_01_01_07	"cation-chloride co-transporter, putative"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_03
			mips_13_01_03_05
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_09
			mips_67_10
			mips_67_12
			mips_67_50_01
			mips_67_50_03
			mips_67_50_05
			mips_67_50_05_99
	at_At3g03720	mips_01_01_07	"putative cationic amino acid transporter"
			mips_48
			mips_67_10
			mips_67_12
	at_At5g14880 -	mips_67_04	"HAK8"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g36940	mips_01_01_07	"cationic amino acid transporter -like protein"
			mips_67_10
			mips_67_12
	at_At5g03555 -	mips_01_03	"uracil transporter - like protein"
			mips_01_03_04
			mips_01_03_19
			mips_01_07
			mips_01_07_10
			mips_08_19
			mips_40_02
			mips_67_04
			mips_67_04_07
			mips_67_10
			mips_67_16
			mips_67_19
			mips_67_99
	Propertest Accuracy: 3/5 (60.00%)
	Propertest Frequency class 'mips_67_12': 24/4472 (0.54%)

	New (unknown) data (2658 items):


------------------
Rule 4132
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,streptophyta),keyword(_2,transmembrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	->  class mips_67_13 "lipid transporters"

	Evaluation on training data (5270 items):
	at_At1g55260	mips_08_16	"unknown protein"
			mips_08_99
			mips_67_13
	at_At2g18370	mips_01	"putative lipid transfer protein"
			mips_01_06
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30
			mips_30_02
			mips_67
			mips_67_13
	at_At2g27130	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At2g38540	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g08770	mips_01_06	"putative nonspecific lipid-transfer protein"
			mips_01_06_13
			mips_08_16
			mips_30_02
			mips_67_13
	at_At4g08530	mips_67_13	"putative lipid transfer protein"
	at_At5g09370	mips_01_06	"putative lipid transfer protein, predicted GPI-anchored protein"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_08_99
			mips_30
			mips_30_02
			mips_40_02
			mips_67
			mips_67_13
	at_At5g59310	mips_01_06_13	"nonspecific lipid-transfer protein precursor - like"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g64080	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	Training Accuracy: 9/9 (100.00%)
	Training Frequency class 'mips_67_13': 47/5270 (0.89%)

	Evaluation on validation data (2658 items):
	at_At2g38530	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g51590	mips_01_06_13	"lipid transfer protein-like protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g51600	mips_01_06_13	"non-specific lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g61300 -	mips_01_01_01	"anthranilate phosphoribosyltransferase-like protein"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_20_35
			mips_01_20_35_01
	at_At5g59320	mips_01_06	"nonspecific lipid-transfer protein precursor - like"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30_02
			mips_67_13
	Validation Accuracy: 4/5 (80.00%)
	Validation Frequency class 'mips_67_13': 20/2658 (0.75%)

	Evaluation on propertest data (4472 items):
	at_At1g55180 -	mips_01_06_04	"phospholipase D alpha, putative"
			mips_03_03_02
			mips_10_01_09
			mips_14_04_03
			mips_14_04_03_05
	at_At1g73550	mips_08	""
			mips_08_99
			mips_67_13
	at_At2g15050	mips_01_06_13	"putative lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g15730 -	mips_01_06	"phospholipase D"
			mips_01_06_04
			mips_10_01_09
			mips_11_01
			mips_30_04
			mips_40_02
	at_At3g58550	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	Propertest Accuracy: 3/5 (60.00%)
	Propertest Frequency class 'mips_67_13': 28/4472 (0.63%)

	New (unknown) data (2658 items):
	at_At1g73560 -	no entry	null
	at_At1g73780 -	mips_08	"putative lipid transfer protein"
	at_At2g37870 -	no entry	null
	at_At4g22650 -	no entry	null
	at_At5g55410 -	no entry	null
	at_At5g55460 -	no entry	null
	at_At3g18280 -	no entry	null
	at_At3g22570 -	no entry	null
	at_At3g22580 -	no entry	null
	at_At5g13900 -	no entry	null
	at_At5g56480 -	no entry	null


------------------
Rule 6877
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,metazoa) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,polymorphism) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_67_10 "amino-acid transporters"

	Evaluation on training data (5270 items):
	at_At1g24400	mips_01_01_07	"amino acid transporter-like protein 2 (AATL2)"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g58360	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g71680	mips_01_01_07	"amino acid permease, putative"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At1g77380	mips_01_01	"amino acid permease AAP3"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g80510	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g30390	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g08230	mips_01_01_07	"hypothetical protein"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At2g39130	mips_01_01_07	"unknown protein"
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At2g39890	mips_01_01	"proline transporter 1"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At3g56200	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At5g01240	mips_01_01_07	"LAX1 / AUX1 -like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At5g15240	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g38820	mips_01_01_07	"transporter -like protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g63850	mips_01	"amino acid transporter AAP4 (pir||S51169)"
			mips_01_01_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g02170	mips_01_01_07	"putative protein"
			mips_48
			mips_67_10
			mips_67_12
	at_At5g16740	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_67_10': 50/5270 (0.95%)

	Evaluation on validation data (2658 items):
	at_At1g44100	mips_01_01_07	"amino acid permease AAP5"
			mips_08_99
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g67640	mips_01_01_07	"putative amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g21050	mips_01_01_07	"AUX1-like amino acid permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At2g33260 -	mips_67_99	"putative tyrosine-specific transport protein"
	at_At2g40420	mips_01_01_07	"unknown protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g11900	mips_01_01	"putative amino acid transporter protein"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At4g18790 -	mips_08_19	"ion transporter - like protein"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g65990	mips_01_01	"amino acid transporter protein-like"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	Validation Accuracy: 6/8 (75.00%)
	Validation Frequency class 'mips_67_10': 18/2658 (0.68%)

	Evaluation on propertest data (4472 items):
	at_At1g25530	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g47670	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	at_At1g77690	mips_01_01_07	"putative AUX1-like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_99
	at_At1g10010	mips_01_01	"putative amino acid permease"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g23150 -	mips_08_19	"putative metal ion transporter (NRAMP)"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g36590	mips_01_01_07	"putative proline transporter"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g13620	mips_01_01_07	"putative protein"
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g01760	mips_01_01_07	"putative amino acid permease"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g55740	mips_01_01_07	"proline transporter 2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At4g38250	mips_01_01	"putative amino acid transport protein"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g09220	mips_01_01_07	"amino acid transport protein AAP2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g23810	mips_01_01_07	"amino acid transporter"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g49630	mips_01_01_07	"amino acid permease 6 (emb|CAA65051.1)"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	Propertest Accuracy: 12/13 (92.31%)
	Propertest Frequency class 'mips_67_10': 36/4472 (0.81%)

	New (unknown) data (2658 items):


------------------
Rule 6825
	eval(_1,_2,0.0-9.0e-25),classification(_2,hypocreales) = 1
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,rattus) = 0
	->  class mips_67_10 "amino-acid transporters"

	Evaluation on training data (5270 items):
	at_At1g31830	mips_01_01_07	"hypothetical protein"
			mips_08_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_01
			mips_67_10
	at_At1g49370	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
	at_At2g01170	mips_01	"putative amino acid or GABA permease"
			mips_01_01
			mips_01_01_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_10
			mips_67_12
	at_At2g34960	mips_01_01_07	"putative amino acid transporter"
			mips_67_10
			mips_67_12
	at_At2g38120	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At3g10600	mips_01_01_07	"putative amino acid transporter"
			mips_48
			mips_67_10
			mips_67_12
	at_At3g19553	mips_01_01_07	"amino acid permease, putative, 5' partial"
			mips_08_19
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g28960	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	Training Accuracy: 8/8 (100.00%)
	Training Frequency class 'mips_67_10': 50/5270 (0.95%)

	Evaluation on validation data (2658 items):
	at_At1g60160 -	mips_67	""
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g17120	mips_01_01	"putative amino acid transporter"
			mips_01_01_07
			mips_40_02
			mips_48
			mips_67
			mips_67_10
			mips_67_12
	at_At2g22330 -	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At2g35060 -	mips_67_04_01	"putative potassium transporter"
			mips_67_04_01_02
			mips_67_50_22
	at_At4g33530 -	mips_67_04_01	"putative potassium transporter AtKT5p (AtKT5)"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g04770	mips_01_01	"amino acid transporter-like protein"
			mips_01_01_07
			mips_40_02
			mips_48
			mips_67_10
			mips_67_12
	at_At5g05630	mips_01_01_07	"putative protein"
			mips_08_19
			mips_20_03
			mips_67_10
			mips_67_12
	Validation Accuracy: 3/7 (42.86%)
	Validation Frequency class 'mips_67_10': 18/2658 (0.68%)

	Evaluation on propertest data (4472 items):
	at_At1g30450	mips_01_01_07	"cation-chloride co-transporter, putative"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_03
			mips_13_01_03_05
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_09
			mips_67_10
			mips_67_12
			mips_67_50_01
			mips_67_50_03
			mips_67_50_05
			mips_67_50_05_99
	at_At3g03720	mips_01_01_07	"putative cationic amino acid transporter"
			mips_48
			mips_67_10
			mips_67_12
	at_At4g21120	mips_01_01_07	"amino acid transport protein AAT1"
			mips_67_10
			mips_67_12
	at_At4g23640 -	mips_67_04_01	"putative potassium transport protein"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g14880 -	mips_67_04	"HAK8"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g36940	mips_01_01_07	"cationic amino acid transporter -like protein"
			mips_67_10
			mips_67_12
	at_At5g03555	mips_01_03	"uracil transporter - like protein"
			mips_01_03_04
			mips_01_03_19
			mips_01_07
			mips_01_07_10
			mips_08_19
			mips_40_02
			mips_67_04
			mips_67_04_07
			mips_67_10
			mips_67_16
			mips_67_19
			mips_67_99
	Propertest Accuracy: 5/7 (71.43%)
	Propertest Frequency class 'mips_67_10': 36/4472 (0.81%)

	New (unknown) data (2658 items):
	at_At1g26520 -	no entry	null


------------------
Rule 6717
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,bacteria),desc(_2,putative) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,485.0-667.0),classification(_2,arthropoda) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),classification(_2,proteobacteria) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,putative) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,aquifex),db_ref(_2,hssp) = 0
	->  class mips_67_10 "amino-acid transporters"

	Evaluation on training data (5270 items):
	at_At1g17840	mips_01_07	"putative ABC transporter (At1g17840)"
			mips_67_10
			mips_67_28
			mips_67_50_25
	at_At1g51460	mips_01_06_13	"ATP-dependent transmembrane transporter, putative"
			mips_01_07_01
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At1g53390	mips_01_06_13	"putative ABC transporter gb|AAD31586.1"
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g13610	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g28070	mips_01	"putative ABC transporter"
			mips_01_06
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g13220	mips_01_06_13	"ABC transporter"
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At4g27420	mips_01_06	"putative protein"
			mips_01_06_13
			mips_01_07
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At5g52860	mips_01_06_13	"ABC transporter-like protein"
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At5g61690 -	mips_67_13	"ABC transport protein - like"
			mips_67_50_25
	at_At5g06530	mips_01_07_01	"ABC transporter like protein"
			mips_63_19_03
			mips_67_10
			mips_67_28
			mips_67_50
			mips_67_50_25
	at_At5g60740	mips_40	"xABC transporter - like protein"
			mips_63_19
			mips_67
			mips_67_10
			mips_67_50_25
	Training Accuracy: 10/11 (90.91%)
	Training Frequency class 'mips_67_10': 50/5270 (0.95%)

	Evaluation on validation data (2658 items):
	at_At2g39350	mips_01_07_01	"putative ABC transporter"
			mips_67_10
			mips_67_50_25
	at_At3g55100	mips_01_06	"ABC transporter - like protein"
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_08
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At3g62700 -	mips_67_50_25	"ABC transporter-like protein"
	at_At5g19410	mips_01_06	"membrane transporter - like protein"
			mips_01_06_13
			mips_08
			mips_40_02
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_67_10': 18/2658 (0.68%)

	Evaluation on propertest data (4472 items):
	at_At1g31770	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_08
			mips_40_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At1g53270	mips_01_06_13	"putative ABC transporter emb|AAD22683.1"
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At1g66950 -	mips_01_06_13	"ABC transporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g71960	mips_01_07_01	"putative ABC transporter"
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At2g28900 -	mips_30_16	"putative membrane channel protein"
	at_At2g36380 -	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g37280 -	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_11
			mips_11_07
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g01320	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_01_07
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g21090	mips_01_06_13	"ABC transporter, putative"
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g25620	mips_01_06	"membrane transporter, putative"
			mips_01_06_13
			mips_01_07
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g55110	mips_01_06_13	"ABC transporter - like protein"
			mips_01_07
			mips_01_07_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50_25
	at_At4g15230	mips_01_07	"ABC transporter like protein"
			mips_01_07_01
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At5g61700 -	mips_67_50_25	"ABC family transporter - like protein"
	Propertest Accuracy: 8/13 (61.54%)
	Propertest Frequency class 'mips_67_10': 36/4472 (0.81%)

	New (unknown) data (2658 items):


------------------
Rule 4609
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosales) = 1
	eval(_1,_2,4.0e-3-0.1),db_ref(_2,mgd),desc(_2,alpha) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 1
	->  class mips_67_15 "electron / hydrogen carrier"

	Evaluation on training data (5270 items):
	at_At1g29910	mips_02	"chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g29930	mips_02_11	"putative protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g61520	mips_02_11_05	"PSI type III chlorophyll a/b-binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34420	mips_02	"photosystem II type I chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34430	mips_02_11	"putative photosystem II type I chlorophyll a/b binding protein."
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g08940	mips_02	"putative chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g27690	mips_02	"putative chlorophyll A-B binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At3g61470	mips_02	"Lhca2 protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At5g01530	mips_02	"chlorophyll a/b-binding protein CP29"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Training Accuracy: 9/9 (100.00%)
	Training Frequency class 'mips_67_15': 120/5270 (2.28%)

	Evaluation on validation data (2658 items):
	at_At1g29920	mips_02_11	"chlorophyll a/b-binding protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g47470	mips_02_11	"light-harvesting chlorophyll a/b-binding protein (Cab4)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At5g51050 -	mips_08	"calcium-binding transporter-like protein"
			mips_08_04
			mips_08_10
			mips_40_16
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g54270	mips_02_11	"Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_67_15': 55/2658 (2.07%)

	Evaluation on propertest data (4472 items):
	at_At1g76570 -	mips_02_11_05	"putative chlorophyll A-B binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05070 -	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05100	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At2g40100	mips_02	"putative chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At5g28450 -	mips_02_11_05	"PS I antenna protein Lhca2 fragment"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	Propertest Accuracy: 2/5 (40.00%)
	Propertest Frequency class 'mips_67_15': 94/4472 (2.10%)

	New (unknown) data (2658 items):
	at_At1g34060 -	no entry	null


------------------
Rule 6861
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,bacteria),keyword(_2,membrane) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,euryarchaeota),db_ref(_2,tigrfams) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,zea),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,saccharomycetales) = 1
	->  class mips_67_16 "nucleotide transporters"

	Evaluation on training data (5270 items):
	at_At1g34020	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g61800	mips_01_05	"Similar to glucose-6-phosphate/phosphate-translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_04
			mips_08_02
			mips_10
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At4g09810	mips_01_05_01_03_02	"hypothetical protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g12500	mips_01_05_01_03_02	"hypothetical protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At4g31600	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g42420	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g55950	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g33320	mips_01_05_01_03_02	"phosphate/phosphoenolpyruvate translocator precursor"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	Training Accuracy: 9/9 (100.00%)
	Training Frequency class 'mips_67_16': 16/5270 (0.30%)

	Evaluation on validation data (2658 items):
	at_At1g06890	mips_01_05_01	"unknown protein (At1g06890)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_10_05
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g21870	mips_01_05_01_03_02	"glucose 6 phosphate/phosphate translocator, putative"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g76340	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At2g25520 -	mips_01	"putative phosphate/phosphoenolpyruvate translocator protein"
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_08_02
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_03
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At3g14410	mips_01_05_01_03_02	"unknown protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g46180 -	mips_40_22	"putative protein"
			mips_67_07
	at_At3g11320 -	mips_08_02	"hypothetical protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_50
			mips_67_50_05
	at_At4g23010 -	mips_01_05_07	"putative protein"
			mips_40_22
			mips_67_07
	Validation Accuracy: 4/8 (50.00%)
	Validation Frequency class 'mips_67_16': 10/2658 (0.38%)

	Evaluation on propertest data (4472 items):
	at_At1g76670	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g77610	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g07290	mips_01_05_01_03	"hypothetical protein, 3' partial"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At2g02810 -	mips_40_22	"unknown protein"
			mips_67
			mips_67_07
	at_At2g13650	mips_01_05_01_03_02	"putative vanadate resistance protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At5g11230 -	mips_08_02	"putative protein"
			mips_25_03
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At5g57100	mips_01_05	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At5g41760 -	mips_01_05_07	"CMP-sialic acid transporter-like protein"
			mips_06_07_02
			mips_08_07
			mips_40_08
			mips_67_07
			mips_67_07_99
	Propertest Accuracy: 5/8 (62.50%)
	Propertest Frequency class 'mips_67_16': 15/4472 (0.34%)

	New (unknown) data (2658 items):
	at_At1g34060 -	no entry	null
	at_At4g08700 -	no entry	null
	at_At4g18190 -	no entry	null
	at_At4g18210 -	no entry	null
	at_At4g32140 -	no entry	null
	at_At1g19770 -	no entry	null
	at_At1g44750 -	no entry	null
	at_At1g57980 -	no entry	null
	at_At1g48230 -	no entry	null
	at_At1g28220 -	no entry	null
	at_At5g12170 -	no entry	null


------------------
Rule 6847
	eval(_1,_2,4.0e-3-0.1),classification(_2,hypnosqualea) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,pseudomonadales),keyword(_2,hypothetical_protein) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridiaceae),keyword(_2,repeat) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,zea),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_67_28 "drug transporters"

	Evaluation on training data (5270 items):
	at_At1g23300	mips_11	"conserved hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At1g33090	mips_67_28	"hypothetical protein"
	at_At2g04070	mips_11_07	"hypothetical protein"
			mips_67_28
	at_At2g38330	mips_11	"hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At2g38510	mips_67_28	"hypothetical protein"
	at_At5g38030	mips_67	"putative transmembrane protein"
			mips_67_28
	Training Accuracy: 6/6 (100.00%)
	Training Frequency class 'mips_67_28': 16/5270 (0.30%)

	Evaluation on validation data (2658 items):
	at_At4g25640	mips_11	"putative protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At4g39030	mips_67_28	"enhanced disease susceptibility 5 gene (EDS5)"
	Validation Accuracy: 2/2 (100.00%)
	Validation Frequency class 'mips_67_28': 9/2658 (0.34%)

	Evaluation on propertest data (4472 items):
	at_At1g30290 -	mips_04_05_99	"hypothetical protein"
	at_At3g55360 -	mips_01_06	"synaptic glycoprotein SC2-like protein"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25
			mips_25_05
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67
			mips_67_15
	Propertest Accuracy: 0/2 (0.00%)
	Propertest Frequency class 'mips_67_28': 13/4472 (0.29%)

	New (unknown) data (2658 items):
	at_At1g15170 -	no entry	null
	at_At2g04090 -	no entry	null
	at_At4g16620 -	no entry	null
	at_At4g21910 -	no entry	null
	at_At5g65380 -	no entry	null
	at_At1g15180 -	no entry	null
	at_At1g11670 -	no entry	null
	at_At1g66760 -	no entry	null
	at_At1g71870 -	no entry	null
	at_At1g73700 -	no entry	null
	at_At1g51340 -	mips_67	"putative protein"
	at_At1g71140 -	no entry	null
	at_At1g12950 -	no entry	null
	at_At2g21340 -	no entry	null
	at_At2g39510 -	no entry	null
	at_At3g21690 -	no entry	null
	at_At3g23550 -	no entry	null
	at_At3g23560 -	no entry	null
	at_At4g22790 -	no entry	null
	at_At4g29140 -	no entry	null
	at_At4g23030 -	no entry	null
	at_At5g10420 -	no entry	null
	at_At5g19700 -	no entry	null
	at_At5g49130 -	no entry	null
	at_At5g52050 -	no entry	null


------------------
Rule 4606
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosales) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	->  class mips_02_11 "electron transport and membrane-associated energy conservation"

	Evaluation on training data (5270 items):
	at_At1g15820	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At1g29910	mips_02	"chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g29930	mips_02_11	"putative protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g61520	mips_02_11_05	"PSI type III chlorophyll a/b-binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34420	mips_02	"photosystem II type I chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34430	mips_02_11	"putative photosystem II type I chlorophyll a/b binding protein."
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g08940	mips_02	"putative chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g27690	mips_02	"putative chlorophyll A-B binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At3g61470	mips_02	"Lhca2 protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At4g10340	mips_02_11_05	"chlorophyll a/b-binding protein - like"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At5g01530	mips_02	"chlorophyll a/b-binding protein CP29"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Training Accuracy: 11/11 (100.00%)
	Training Frequency class 'mips_02_11': 153/5270 (2.90%)

	Evaluation on validation data (2658 items):
	at_At1g29920	mips_02_11	"chlorophyll a/b-binding protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g47470	mips_02_11	"light-harvesting chlorophyll a/b-binding protein (Cab4)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At5g54270	mips_02_11	"Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_02_11': 67/2658 (2.52%)

	Evaluation on propertest data (4472 items):
	at_At1g76570	mips_02_11_05	"putative chlorophyll A-B binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05070	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05100	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At2g40100	mips_02	"putative chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At5g28450	mips_02_11_05	"PS I antenna protein Lhca2 fragment"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	Propertest Accuracy: 5/5 (100.00%)
	Propertest Frequency class 'mips_02_11': 136/4472 (3.04%)

	New (unknown) data (2658 items):


------------------
Rule 4607
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosales) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	->  class mips_02_13 "respiration"

	Evaluation on training data (5270 items):
	at_At1g15820	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At1g29910	mips_02	"chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g29930	mips_02_11	"putative protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At1g61520	mips_02_11_05	"PSI type III chlorophyll a/b-binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34420	mips_02	"photosystem II type I chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g34430	mips_02_11	"putative photosystem II type I chlorophyll a/b binding protein."
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g08940	mips_02	"putative chlorophyll a/b-binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g27690	mips_02	"putative chlorophyll A-B binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At3g61470	mips_02	"Lhca2 protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At4g10340	mips_02_11_05	"chlorophyll a/b-binding protein - like"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At5g01530	mips_02	"chlorophyll a/b-binding protein CP29"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Training Accuracy: 11/11 (100.00%)
	Training Frequency class 'mips_02_13': 102/5270 (1.94%)

	Evaluation on validation data (2658 items):
	at_At1g29920	mips_02_11	"chlorophyll a/b-binding protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g47470	mips_02_11	"light-harvesting chlorophyll a/b-binding protein (Cab4)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At5g54270	mips_02_11	"Lhcb3 chlorophyll a/b binding protein (gb|AAD28773.1)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_02_13': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g76570	mips_02_11_05	"putative chlorophyll A-B binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05070	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At2g05100	mips_02_11_05	"putative chlorophyll a/b binding protein"
			mips_02_13
			mips_02_13_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At2g40100	mips_02	"putative chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At5g28450	mips_02_11_05	"PS I antenna protein Lhca2 fragment"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	Propertest Accuracy: 5/5 (100.00%)
	Propertest Frequency class 'mips_02_13': 88/4472 (1.97%)

	New (unknown) data (2658 items):


------------------
Rule 5739
	eval(_1,_2,4.0e-3-0.1),classification(_2,pectobacterium) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,ehrhartoideae),db_ref(_2,prodom) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus),db_ref(_2,pir) = 1
	->  class mips_02_13 "respiration"

	Evaluation on training data (5270 items):
	at_At1g18970	mips_01_05_01_01_03	"germin-like protein (GLP4)"
			mips_02_13
	at_At2g28680	mips_01_05_01_01_01	"legumin-like protein"
			mips_01_05_01_01_03
			mips_02_13
			mips_02_99
			mips_65
	at_At1g10460	mips_01_05_01_01_03	"germin-like protein (GLP7)"
			mips_02_13
	at_At3g10080	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At5g39100	mips_01_05_01_01_03	"germin-like protein (GLP6)"
			mips_02_13
			mips_30_01
	at_At5g39110	mips_01_05_01_01_03	"germin -like protein"
			mips_02_13
	at_At5g39150	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
	Training Accuracy: 7/7 (100.00%)
	Training Frequency class 'mips_02_13': 102/5270 (1.94%)

	Evaluation on validation data (2658 items):
	at_At1g53070 -	mips_10_01	"protein kinase, putative"
			mips_10_01_01
			mips_10_05
	at_At3g62020	mips_01_05_01_01_03	"germin-like protein (GLP10)"
			mips_02_13
	at_At5g39120	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
			mips_30_01
	at_At5g39130	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_02_13': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g74820	mips_01_05_01_01	"germin-like protein"
			mips_01_05_01_01_03
			mips_02_13
	at_At2g18540 -	mips_13_07	"putative vicilin storage protein (globulin-like)"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_06
			mips_63_07
			mips_65
	at_At3g04150	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g04170	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g04190	mips_02	"germin-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_01
			mips_11_05
			mips_30_01
	at_At3g04200	mips_01	"germin-like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
	at_At3g05930	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g05950	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
			mips_30_01
	at_At5g26700	mips_01	"nectarin - like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
			mips_98
	at_At5g38910	mips_02	"germin - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
	at_At5g38940 -	mips_01_05_01_01_03	"germin - like protein"
			mips_30_01
	at_At5g38960	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
			mips_30_01
	at_At5g39180	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
			mips_30_01
	at_At5g63080 -	mips_63_17	"unknown protein"
			mips_63_17_09
	Propertest Accuracy: 11/14 (78.57%)
	Propertest Frequency class 'mips_02_13': 88/4472 (1.97%)

	New (unknown) data (2658 items):
	at_At1g53060 -	no entry	null
	at_At1g07750 -	mips_65	"globulin like protein"
	at_At3g09190 -	no entry	null
	at_At5g01090 -	no entry	null
	at_At1g07460 -	no entry	null
	at_At3g54080 -	no entry	null
	at_At3g22640 -	mips_65	"unknown protein"
	at_At5g03350 -	no entry	null
	at_At1g53080 -	no entry	null
	at_At3g16530 -	no entry	null
	at_At4g36700 -	mips_65	"globulin-like protein"


------------------
Rule 6448
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,eukaryota),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridiaceae),keyword(_2,repeat) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),db_ref(_2,hssp) = 0
	->  class mips_02_13 "respiration"

	Evaluation on training data (5270 items):
	at_At1g80230	mips_02_13	"unknown protein"
	at_At2g20800	mips_02_11_05	"putative NADH-ubiquinone oxireductase"
			mips_02_13
			mips_02_13_03
	at_At3g15640	mips_02_13	"putative cytochrome c oxidase subunit Vb"
	at_At4g21490	mips_02_08	"NADH dehydrogenase like protein"
			mips_02_11
			mips_02_13
			mips_67_15
	at_At4g32470	mips_02_11_05	"ubiquinol-cytochrome c reductase - like protein"
			mips_02_13
			mips_02_13_03
	at_At5g25450	mips_02_11_05	"ubiquinol--cytochrome-c reductase-like protein"
			mips_02_13
			mips_02_13_03
	at_At5g42390	mips_02_11_05	"pitrilysin"
			mips_02_13
			mips_06_07_11
	at_At5g55510 -	mips_30_16	"putative protein"
	Training Accuracy: 7/8 (87.50%)
	Training Frequency class 'mips_02_13': 102/5270 (1.94%)

	Evaluation on validation data (2658 items):
	at_At1g07180	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_67_15
	at_At2g29990	mips_02_11_05	"putative NADH dehydrogenase (ubiquinone oxidoreductase)"
			mips_02_13
	at_At2g31400 -	mips_04_05_99	"unknown protein"
	at_At4g03280	mips_02_11_05	"AT4g03280/F4C21_21"
			mips_02_13
			mips_02_13_03
			mips_14_04
			mips_25_05
			mips_30_16
			mips_63_17_09
			mips_67
			mips_67_15
	at_At4g29890 -	mips_01_20_17_03	"choline monooxygenase - like protein"
	at_At5g22140 -	mips_02_01	"putative protein"
			mips_02_08
			mips_02_16
			mips_02_16_05
			mips_11_01_01
			mips_11_07_07
			mips_63_21
			mips_63_21_05
	at_At5g56730	mips_02_11_05	"zinc protease PQQL-like protein"
			mips_02_13
			mips_06_07_11
			mips_25_05_23
			mips_40_19
			mips_40_27
	Validation Accuracy: 4/7 (57.14%)
	Validation Frequency class 'mips_02_13': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g29330 -	mips_06_04	"ER lumen protein retaining receptor"
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_07_07
			mips_08_07_25
			mips_08_07_27
			mips_08_07_29
			mips_10_05
			mips_40_07
			mips_40_08
	at_At1g49630 -	mips_06_07_11	"putative hydrogenase (At1g49630)"
			mips_25_05_23
			mips_40_19
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g28900 -	mips_30_16	"putative membrane channel protein"
	at_At3g44190 -	mips_01	"unknown protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_01
			mips_02_10
			mips_02_11
			mips_11
			mips_11_01
			mips_11_07
			mips_13
			mips_13_11
			mips_40
			mips_40_03
			mips_63
			mips_63_17
			mips_63_17_09
			mips_63_21
			mips_63_21_05
			mips_67
			mips_67_15
			mips_99
	at_At4g05020	mips_02_08	"unknown protein"
			mips_02_13
	at_At4g28220	mips_02_08	"putative NADH dehydrogenase"
			mips_02_11
			mips_02_13
			mips_67_15
	at_At5g08740	mips_02_13	"NADH dehydrogenase-like protein"
			mips_13_01
			mips_40_26
			mips_40_26_03
	Propertest Accuracy: 3/7 (42.86%)
	Propertest Frequency class 'mips_02_13': 88/4472 (1.97%)

	New (unknown) data (2658 items):
	at_At3g62880 -	no entry	null
	at_At4g25650 -	no entry	null
	at_At5g03800 -	no entry	null


------------------
Rule 6461
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridiaceae),keyword(_2,repeat) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),db_ref(_2,hssp) = 1
	->  class mips_08_04 "mitochondrial transport"

	Evaluation on training data (5270 items):
	at_At1g14560	mips_01	"mitochondrial carrier protein, putative"
			mips_01_03
			mips_01_03_19
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
			mips_67_16
	at_At1g72820	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g78180	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At1g79900	mips_01_05_07	"putative carnitine/acylcarnitine translocase"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At3g54110	mips_01_05_07	"uncoupling protein (ucp/PUMP)"
			mips_02_13
			mips_02_99
			mips_08_04
			mips_67_07
	at_At2g17270	mips_01_03_01	"putative mitochondrial phosphate translocator protein"
			mips_01_03_01_01
			mips_01_05_07
			mips_08_04
			mips_30_16
			mips_67_04_07
			mips_67_07
	at_At2g22500	mips_01_05_07	"putative mitochondrial dicarboxylate carrier protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At2g33820	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At2g35800	mips_08_04	"putative mitochondrial carrier protein"
			mips_63_17_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g46320	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At3g08580	mips_01_03_19	"adenylate translocator"
			mips_08_04
			mips_67_16
	at_At3g51870	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At4g01100	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At4g15010	mips_08_04	"unknown protein"
			mips_40_19
			mips_63_17_01
	at_At4g24570	mips_08_04	"putative mitochondrial uncoupling protein"
			mips_67_04
	at_At4g26180	mips_01_03_19	"putative mitochondrial carrier protein"
			mips_01_05
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
			mips_67_16
	at_At4g32400	mips_08_04	"adenylate translocator (brittle-1) - like protein"
	at_At5g01340	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At5g01500	mips_08_04	"unknown protein"
	at_At5g13490	mips_01_03_19	"adenosine nucleotide translocator"
			mips_08_04
			mips_67_16
	at_At5g14040 -	mips_01_03_01	"mitochondrial phosphate translocator"
			mips_01_03_01_01
			mips_67_04_07
	at_At5g42130	mips_01_05_07	"mitochondrial carrier protein-like"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g48970	mips_01_05_07	"mitochondrial carrier protein-like"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g64970	mips_08_04	"mitochondrial carrier protein-like"
			mips_40_19
			mips_63_17
			mips_63_17_01
			mips_67_04
	at_At1g14140	mips_01_05_07	"putative mitochondrial uncoupling protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At5g07320	mips_08_04	"peroxisomal Ca-dependent solute carrier-like protein"
			mips_08_10
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	Training Accuracy: 25/26 (96.15%)
	Training Frequency class 'mips_08_04': 45/5270 (0.85%)

	Evaluation on validation data (2658 items):
	at_At1g74240	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
	at_At1g07020	mips_08_04	"hypothetical protein"
	at_At1g07030	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
	at_At2g26360	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_16
	at_At4g27940 -	mips_63_17_01	"unknown protein"
	at_At4g39460	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At5g17400	mips_01_03	"ADP/ATP translocase-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At5g46800	mips_08_04	"carnitine/acylcarnitine translocase-like protein"
	at_At5g51050	mips_08	"calcium-binding transporter-like protein"
			mips_08_04
			mips_08_10
			mips_40_16
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g56450 -	mips_02_99	"ADP/ATP translocase-like protein"
			mips_67_01
			mips_67_01_99
	at_At5g61810	mips_08_04	"peroxisomal Ca-dependent solute carrier - like protein"
			mips_08_10
			mips_67_04_01
			mips_67_04_01_02
	at_At5g66380	mips_01_07_10	"putative protein"
			mips_08_04
			mips_63_17_01
			mips_67_21
	Validation Accuracy: 10/12 (83.33%)
	Validation Frequency class 'mips_08_04': 18/2658 (0.68%)

	Evaluation on propertest data (4472 items):
	at_At1g25380	mips_01_05_07	"unknown protein"
			mips_02_99
			mips_08_04
			mips_63_17_01
			mips_67_01
			mips_67_01_99
			mips_67_07
	at_At1g30290 -	mips_04_05_99	"hypothetical protein"
	at_At2g30160	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
	at_At2g37890	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_67_04
			mips_67_07
			mips_67_99
	at_At2g39970	mips_01_05_07	"36kDa-peroxisomal membrane protein (PMP36)"
			mips_08_04
			mips_67_07
	at_At2g47490	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
	at_At3g05290	mips_01_05	"unknown protein"
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
	at_At3g20240	mips_01_05_07	"mitochondrial carrier protein, putative"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At3g21390	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At3g53940	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At3g48850	mips_08_04	"mitochondrial phosphate transporter"
			mips_67_04_07
	at_At3g55640	mips_01_03_19	"Ca-dependent solute carrier - like protein"
			mips_08_04
			mips_67_99
	at_At4g11440	mips_01_07	"putative protein"
			mips_01_07_10
			mips_08
			mips_08_04
			mips_40_16
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_99
	at_At4g28390	mips_01_03	"ADP,ATP carrier-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At5g09470	mips_08_04	"mitochondrial carrier-like protein"
	at_At5g15640	mips_08	"putative mitochondrial carrier protein"
			mips_08_04
			mips_40_16
			mips_67_04
	at_At5g19760	mips_01_05_07	"oxoglutarate/malate translocator-like protein"
			mips_08_04
			mips_67_07
	at_At5g26200	mips_01_03	"mitochondrial carrier - like protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g58970	mips_02_13	"uncoupling protein AtUCP2"
			mips_02_99
			mips_08_04
	Propertest Accuracy: 18/19 (94.74%)
	Propertest Frequency class 'mips_08_04': 37/4472 (0.83%)

	New (unknown) data (2658 items):
	at_At4g21070 -	no entry	null
	at_At5g27520 -	no entry	null
	at_At4g32450 -	no entry	null


------------------
Rule 4811
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,synechocystis) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,beta) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,culicoidea) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,homo),keyword(_2,transport) = 0
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,staphylococcus),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 1
	->  class mips_10_05 "transmembrane signal transduction"

	Evaluation on training data (5270 items):
	at_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g01200	mips_08_16	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At4g19640	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At2g18390	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g09900	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g53610	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At4g17530	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g35860	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g39890	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g10260	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g59150	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g03530	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g09910	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	Training Accuracy: 26/26 (100.00%)
	Training Frequency class 'mips_10_05': 200/5270 (3.80%)

	Evaluation on validation data (2658 items):
	at_At1g05810	mips_06_04	"RAS-related protein ARA-1"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g06400	mips_08_07	"putative protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At1g09630	mips_06_04	"putative RAS-related protein, RAB11C"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g49870	mips_06_04	"ADP-RIBOSYLATION FACTOR like protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g08190 -	mips_10_01_05_05	"Rab-like protein"
			mips_10_01_05_05_01
	at_At5g20020	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 9/10 (90.00%)
	Validation Frequency class 'mips_10_05': 131/2658 (4.93%)

	Evaluation on propertest data (4472 items):
	at_At1g02440	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g02620	mips_08_07	"GTP-binding protein Sar1, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g49300	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At1g07410 -	mips_06_04	"small G protein, putative"
			mips_08_16
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_07
			mips_63_19
			mips_63_19_05
	at_At1g02430	mips_06_04	"hypothetical protein"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g22390	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g03120 -	mips_06_07_99	"putative ADP-ribosylation factor"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g07410 -	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g21700	mips_10_01_05	"putative SGP1 monomeric G-protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g49860	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g09720	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g17160	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18430	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g09910	mips_08_07	"unknown protein"
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_40_08
			mips_63_19
	at_At5g20010	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g39620	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g45130	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59840	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g64990	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g03520	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g54840	mips_04	"SGP1 monomeric G-protein (emb|CAB54517.1)"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	Propertest Accuracy: 27/30 (90.00%)
	Propertest Frequency class 'mips_10_05': 196/4472 (4.38%)

	New (unknown) data (2658 items):
	at_At3g12160 -	no entry	null
	at_At5g47200 -	no entry	null


------------------
Rule 2749
	eval(_1,_2,0.0-9.0e-25),classification(_2,orthogastropoda) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,core_eudicots) = 0
	->  class mips_10_05 "transmembrane signal transduction"

	Evaluation on training data (5270 items):
	at_At1g51270	mips_05	"unknown protein"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_99
			mips_13
			mips_13_05
			mips_40_02
			mips_40_09
			mips_63
			mips_63_07
			mips_98
	at_At2g46450	mips_10_01_09	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At2g23830	mips_05	"unknown protein"
			mips_06_04
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10_05
			mips_10_05_99
			mips_13_05
			mips_40_02
			mips_40_09
			mips_63_07
	at_At2g23870	mips_06_10	"pseudogene"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At2g24610	mips_06_10	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At3g17700	mips_06_10	"cyclic nucleotide-binding transporter 1 (CNBT1)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At3g48010	mips_10_01_09	"putative cyclic nucleotide-gated channel"
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At3g60600	mips_08_07_27	"putative protein"
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At4g30360	mips_10_05_01	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At5g48410	mips_10_05_02	"ligand-gated ion channel protein-like; glutamate receptor-like (AtGLR1.3)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g57940	mips_06_10	"cyclic nucleotide and calmodulin-regulated ion channel (emb|CAB40130.1)"
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_13_05
			mips_20
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g54250	mips_10_05_01	"cyclic nucleotide and calmodulin-regulated ion channel"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At1g01340	mips_10_05_01	"CaM-regulated potassium ion channel (ACBK1)"
			mips_10_05_01_10
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	Training Accuracy: 13/13 (100.00%)
	Training Frequency class 'mips_10_05': 200/5270 (3.80%)

	Evaluation on validation data (2658 items):
	at_At1g15990	mips_10_01_09	""
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At2g28260	mips_06_10	"putative cyclic nucleotide and calmodulin-regulated ion channel protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At2g46440	mips_10_01_09	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At4g18290	mips_10_01_09	"potassium channel protein KAT2"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At4g30560	mips_04	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_06
			mips_06_10
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_63
			mips_63_01
			mips_63_09
			mips_63_17
			mips_63_17_03
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At4g01010	mips_06_10	"cyclic nucleotide gated channel (CNGC4) like protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g47180	mips_08_07	"VAMP (vesicle-associated membrane protein)-associated protein-like"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At5g54110	mips_06_10	"membrane associated protein"
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	Validation Accuracy: 8/8 (100.00%)
	Validation Frequency class 'mips_10_05': 131/2658 (4.93%)

	Evaluation on propertest data (4472 items):
	at_At1g51150	mips_06_07_11	"hypothetical protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g08820	mips_01_05_04	"unknown protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At2g23980	mips_10_01_09	"putative cyclic nucleotide and calmodulin-regulated ion channel protein"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At2g45140	mips_08_07	"putative VAMP-associated protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At2g46430	mips_06	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_01
			mips_67
			mips_67_01
			mips_67_01_01
	at_At3g17690	mips_06_10	"hypothetical protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At4g32650	mips_10_05_01	"potassium channel protein AtKC"
			mips_10_05_01_10
			mips_13_05
			mips_20_25_01
			mips_20_25_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At5g07880 -	mips_08_07	"SNAP25 - like protein"
			mips_13_03
			mips_13_03_01
	at_At5g09600 -	mips_02_10	"putative protein"
	at_At5g15410	mips_10_05_01	"cyclic nucleotide-gated cation channel"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At5g61210 -	mips_08_07	"snap25a"
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_05
	Propertest Accuracy: 8/11 (72.73%)
	Propertest Frequency class 'mips_10_05': 196/4472 (4.38%)

	New (unknown) data (2658 items):
	at_At1g48270 -	no entry	null


------------------
Rule 2647
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,liliopsida) = 0
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,alphaproteobacteria),keyword(_2,complete_proteome) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rickettsia),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,bacillales) = 0
	->  class mips_10_05 "transmembrane signal transduction"

	Evaluation on training data (5270 items):
	at_At1g19050 -	mips_04_05_01_04_01	"putative protein"
			mips_10_01_05_07
			mips_10_01_99
	at_At1g59940	mips_10_01_05_07	"putative protein"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At1g68210	mips_02_13	"hypothetical protein"
			mips_02_13_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g17820	mips_01_05_01_01_01	"histidine kinase 1"
			mips_01_20_03
			mips_02_08
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_01_01
			mips_62_01
			mips_62_01_01
	at_At3g23150	mips_02_13	"ethylene receptor, putative"
			mips_02_13_05
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At2g01830	mips_01_04_04	"cytokinin receptor CRE1b (CRE1)"
			mips_01_05_04
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_13_11_03
			mips_13_11_03_13
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_30
	at_At2g27070	mips_04_05_01_04_01	"putative two-component response regulator protein"
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g41310	mips_02	"putative two-component response regulator 3 protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g48100	mips_02	"response reactor 2 (ATRR2)"
			mips_01_04_04
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
	at_At3g56380	mips_02_13	"response regulator-like protein"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g57040	mips_02	"responce reactor 4"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At5g35750	mips_01_05_04	"histidine kinase (AHK2)"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_13_11_03
			mips_13_11_03_13
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At5g49240	mips_10_01_05_07	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At5g62120	mips_01_04_04	"putative protein"
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	Training Accuracy: 13/14 (92.86%)
	Training Frequency class 'mips_10_05': 200/5270 (3.80%)

	Evaluation on validation data (2658 items):
	at_At1g74890	mips_02_13	"putative response regulator (two component phosphotransfer signaling)"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At1g10470	mips_10_01_05_07	"putative response regulator 3"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At1g66340	mips_01_04	"ethylene-response protein, ETR1"
			mips_01_04_04
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_14_01
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At3g47440 -	mips_13_01	"aquaporin-like protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At5g07210	mips_01_04_04	"putative protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At5g60100 -	mips_02_13	"pseudo-response regulator 3 (APRR3)"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
	at_At5g61380 -	mips_02_13	"pseudo-response regulator 1"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05
			mips_10_01_05_07
	at_At5g62920	mips_01_04_04	"response regulator 6 (ARR6)"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 5/8 (62.50%)
	Validation Frequency class 'mips_10_05': 131/2658 (4.93%)

	Evaluation on propertest data (4472 items):
	at_At1g27320 -	mips_01_05_04	"histidine kinase (AHK3)"
			mips_13_11_03
			mips_13_11_03_13
			mips_14_01
			mips_14_01_03
			mips_20_20
			mips_20_20_18
	at_At1g52990 -	mips_01_06	"hypothetical protein"
			mips_01_06_13
			mips_06_01
			mips_06_07
			mips_29
			mips_29_99
			mips_40_07
	at_At1g72090 -	mips_01_07_01	"putative protein"
	at_At1g09570	mips_06_07	"putative phytochrome A"
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_10_01_99
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_99
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
	at_At2g38740 -	mips_02_19	"unknown protein"
			mips_06_07_03
	at_At2g40670	mips_02	"putative two-component response regulator protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_25
			mips_25_03
			mips_40_03
			mips_63_03
			mips_63_03_01
	at_At2g46430	mips_06	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_01
			mips_67
			mips_67_01
			mips_67_01_01
	at_At2g01760	mips_01_04	"putative two-component response regulator protein"
			mips_01_04_04
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g04280 -	mips_02	"putative response regulator protein (receiver component)"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_01_99
			mips_11
			mips_11_01
			mips_14
			mips_14_01
			mips_25
			mips_25_03
			mips_40_03
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_01
	at_At3g04580	mips_02_13	"putative ethylene receptor"
			mips_02_13_03
			mips_02_13_05
			mips_06_07_03
			mips_10_01_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_11_05_05
			mips_11_05_05_99
			mips_40_30
	at_At3g54690 -	mips_01_01	"sugar-phosphate isomerase - like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_14_04_03
			mips_14_04_03_03
			mips_63_13
			mips_63_13_01
	at_At4g18130	mips_06_07_03	"phytochrome E"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
			mips_40_30
	at_At4g25840 -	mips_01	"putative protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_19
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40_03
	at_At5g15410	mips_10_05_01	"cyclic nucleotide-gated cation channel"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At5g35840	mips_06_07_03	"phytochrome C (sp|P14714)"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
			mips_40_30
	at_At5g57360 -	mips_63_07	"FKF1-like protein 2 (gb|AAF32300.1)"
	Propertest Accuracy: 8/16 (50.00%)
	Propertest Frequency class 'mips_10_05': 196/4472 (4.38%)

	New (unknown) data (2658 items):
	at_At1g47580 -	no entry	null
	at_At1g62320 -	no entry	null
	at_At1g78920 -	no entry	null
	at_At4g22120 -	no entry	null
	at_At3g11430 -	no entry	null
	at_At4g29530 -	no entry	null
	at_At1g25520 -	no entry	null
	at_At1g32090 -	no entry	null
	at_At1g10080 -	no entry	null
	at_At1g15600 -	no entry	null
	at_At3g42100 -	no entry	null
	at_At4g04340 -	no entry	null


------------------
Rule 5694
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,papilionoideae),keyword(_2,signal) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),db_ref(_2,prints) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,arabidopsis) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,actinomycetales) = 0
	->  class mips_40_01 "cell wall"

	Evaluation on training data (5270 items):
	at_At1g14890	mips_01_05_99	"unknown protein"
			mips_40_01
	at_At1g44980	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At1g69940	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At1g70720	mips_01_05_99	"unknown protein"
			mips_40_01
	at_At2g19150	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g21610	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At2g47550	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At3g17130	mips_01_05_99	"hypothetical protein"
			mips_40_01
	at_At2g01610	mips_01_05_99	"unknown protein"
			mips_11_01
			mips_29
			mips_30_01
			mips_40_01
	at_At2g47280	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g06830	mips_01_05_01_01	"pectin methylesterase, putative"
			mips_01_05_99
			mips_40_01
	at_At3g10720	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g14300	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At3g29090	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At1g11590	mips_01_05_99	"similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
			mips_40_01
	at_At3g47380	mips_01_05	"putative protein"
			mips_01_05_99
			mips_29
			mips_30
			mips_40_01
	at_At3g47670	mips_01_05_99	"putative protein"
			mips_40_01
	at_At3g49220	mips_01_05_99	"pectinesterase - like protein"
			mips_30_01
			mips_40_01
	at_At3g59010	mips_01_05_01	"pectinesterase precursor-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g62170	mips_01_05_01	"PECTINESTERASE-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g00080	mips_01_05_99	"putative protein"
			mips_30_01
			mips_40_01
	at_At4g02320	mips_01_05_99	"pectinesterase - like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At4g02330	mips_01_05_99	"putative protein"
			mips_40_01
	at_At4g25250	mips_01_05_99	"putative protein"
			mips_30_01
			mips_40_01
	at_At4g25260	mips_01_05_99	"putative protein"
			mips_11_01
			mips_29
			mips_30_01
			mips_40_01
	at_At5g09760	mips_01_05_99	"pectin methylesterase - like protein"
			mips_01_20_01
			mips_40_01
	at_At5g18990	mips_01_05_99	"pectin methyl esterase -like protein"
			mips_01_20_01
			mips_40_01
	at_At5g19730	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At5g20740	mips_01_05_99	"ripening-related protein - like"
			mips_40_01
	at_At5g26810	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At5g27870	mips_01_05_99	"pectin methyl-esterase - like protein"
			mips_40_01
	at_At5g51490	mips_01_05_01	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g55590	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_40_01
	at_At5g64640	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At5g04960	mips_01_05_01_01	"pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At5g07410	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_01_20_01
			mips_40_01
	at_At5g07430	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_30_01
			mips_40_01
	at_At1g53830	mips_01_05_99	"putative protein"
			mips_40_01
	at_At5g47500	mips_01_05_99	"pectin methylesterase-like"
			mips_30_01
			mips_40_01
	Training Accuracy: 39/39 (100.00%)
	Training Frequency class 'mips_40_01': 113/5270 (2.14%)

	Evaluation on validation data (2658 items):
	at_At1g53070 -	mips_10_01	"protein kinase, putative"
			mips_10_01_01
			mips_10_05
	at_At1g55770	mips_01_05_99	"hypothetical protein"
			mips_40_01
	at_At1g62770	mips_01_05_99	"unknown protein"
			mips_40_01
	at_At1g10770	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At1g11370	mips_01_05_99	"similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
			mips_30_01
			mips_40_01
	at_At1g11580	mips_01_05_01_01	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At2g26440	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g26450	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g43050	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g27980	mips_01_05	"pectin methylesterase, putative"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20_01
			mips_30
			mips_40_01
	at_At3g47400	mips_01_05_01	"pectinesterase-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g03930	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g12390 -	mips_01_05_99	"unknown protein"
	at_At4g15980	mips_01_05_99	"pectinesterase like protein"
			mips_30_01
			mips_40_01
	at_At4g33220	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At5g49180	mips_01_05_99	"pectin methylesterase"
			mips_40_01
	at_At5g62340	mips_01_05_99	"putative protein"
			mips_40_01
	at_At5g62350	mips_01_05_99	"ripening-related protein-like; contains similarity to pectinesterase (MMI9.18)"
			mips_40_01
	Validation Accuracy: 16/18 (88.89%)
	Validation Frequency class 'mips_40_01': 46/2658 (1.73%)

	Evaluation on propertest data (4472 items):
	at_At1g23200	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At1g48020	mips_01_05	"protein phosphatase-2C, putative"
			mips_01_05_01
			mips_01_05_99
			mips_11
			mips_11_01
			mips_29
			mips_30
			mips_30_01
			mips_40_01
	at_At1g53840	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At1g05310	mips_01_05_99	"putative pectin methylesterase"
			mips_01_20_01
			mips_40_01
	at_At2g45220	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At2g47030	mips_01_05_99	"putative pectinesterase"
			mips_30_01
			mips_40_01
	at_At2g47040	mips_01_05_01	"putative pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At2g47670	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g36700	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g36710	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At3g05610	mips_01_05_01	"putative pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g05620	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At3g10710	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g14310	mips_01_05_99	"pectin methylesterase like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g42160	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_40_01
	at_At3g43270	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g60730	mips_01_05_01	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_40_01
	at_At3g17060	mips_01_05_99	"pectinesterase, putative"
			mips_40_01
	at_At3g24130	mips_01_05_99	"pectinesterase, putative"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g62820	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_05_99
			mips_11
			mips_11_01
			mips_29
			mips_30
			mips_30_01
			mips_40_01
	at_At4g00190	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g02300	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At5g07420	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_40_01
	at_At5g51500	mips_01_05_99	"pectinesterase"
			mips_30_01
			mips_40_01
	at_At5g51520 -	mips_01_05_01_03_02	"ripening-related protein-like"
			mips_01_05_99
	at_At5g53370	mips_01_05	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_40_01
	at_At5g63080 -	mips_63_17	"unknown protein"
			mips_63_17_09
	at_At5g20860	mips_01_05	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_30
			mips_40_01
	at_At5g61680	mips_01_05_99	"pectin methyl-esterase - like protein"
			mips_40_01
	Propertest Accuracy: 27/29 (93.10%)
	Propertest Frequency class 'mips_40_01': 81/4472 (1.81%)

	New (unknown) data (2658 items):
	at_At1g02550 -	no entry	null
	at_At1g02810 -	no entry	null
	at_At1g47960 -	no entry	null
	at_At1g53060 -	no entry	null
	at_At1g54620 -	no entry	null
	at_At1g60760 -	no entry	null
	at_At3g17150 -	no entry	null
	at_At1g09360 -	no entry	null
	at_At2g39920 -	mips_65	"unknown protein"
	at_At3g09190 -	no entry	null
	at_At4g02250 -	no entry	null
	at_At4g29270 -	mips_65	"acid phosphatase-like protein"
	at_At5g01090 -	no entry	null
	at_At5g24770 -	mips_65	"vegetative storage protein Vsp2"
	at_At5g38610 -	no entry	null
	at_At5g46980 -	no entry	null
	at_At5g46990 -	no entry	null
	at_At5g62360 -	no entry	null
	at_At1g23350 -	no entry	null
	at_At1g48010 -	no entry	null
	at_At1g04040 -	mips_65	"unknown protein"
	at_At1g07460 -	no entry	null
	at_At2g38600 -	mips_65	"putative acid phosphatase"
	at_At3g54080 -	no entry	null
	at_At3g49330 -	no entry	null
	at_At4g25150 -	mips_65	"acid phosphatase - like protein"
	at_At4g29260 -	mips_65	"acid phosphatase-like protein"
	at_At5g03350 -	no entry	null
	at_At5g44020 -	mips_65	"vegetative storage protein-like"
	at_At5g51260 -	mips_65	"acid phosphatase"
	at_At1g53080 -	no entry	null
	at_At1g62110 -	no entry	null
	at_At1g70540 -	no entry	null
	at_At1g11360 -	no entry	null
	at_At3g12880 -	no entry	null
	at_At3g16530 -	no entry	null
	at_At3g17220 -	no entry	null
	at_At5g24370 -	no entry	null
	at_At5g24780 -	mips_65	"vegetative storage protein Vsp1"
			mips_98
	at_At5g50030 -	no entry	null
	at_At5g64620 -	no entry	null


------------------
Rule 3426
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,bacillales) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,rhizobiaceae) = 1
	->  class mips_40_01 "cell wall"

	Evaluation on training data (5270 items):
	at_At1g14720	mips_01_05_99	"xyloglucan endo-transglycosylase, putative"
			mips_40_01
	at_At2g01850	mips_01_05_99	"putative xyloglucan-specific glucanase"
			mips_40_01
	at_At2g06850	mips_01_05_99	"putative endoxyloglucan glycosyltransferase"
			mips_40_01
	at_At2g14620	mips_01	"putative endoxyloglucan glycosyltransferase"
			mips_01_05
			mips_01_05_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At1g10550	mips_01_05_99	"endoxyloglucan transferase like protein"
			mips_30_01
			mips_40_01
	at_At3g23730	mips_01_05_99	"xyloglucan endotransglycosylase, putative"
			mips_40_01
	at_At3g25050	mips_01_05_99	"endoxyloglucan transferase, putative"
			mips_40_01
	at_At3g48580	mips_01_05_99	"endoxyloglucan transferase-like protein"
			mips_40_01
	at_At4g13090	mips_01_05_99	"endoxyloglucan transferase-like protein"
			mips_40_01
	at_At4g14130	mips_01_05_99	"xyloglucan endotransglycosylase-related protein XTR-7"
			mips_40_01
	at_At4g25810	mips_01_05_01	"xyloglucan endo-1,4-beta-D-glucanase (XTR-6)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g30270	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase precursor"
			mips_40_01
	at_At5g13870	mips_01_05_01	"endoxyloglucan transferase (dbj|BAA81669.1)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g48070	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_01
	at_At5g57540	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_40_01': 113/5270 (2.14%)

	Evaluation on validation data (2658 items):
	at_At1g65310	mips_01_05_99	"putative protein"
			mips_40_01
	at_At2g18800	mips_01_05_99	"putative xyloglucan endo-transglycosylase"
			mips_40_01
	at_At4g18990	mips_01_05_99	"xyloglucan endo-transglycosylase - like protein"
			mips_30_01
			mips_40_01
	at_At4g30290	mips_01	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	Validation Accuracy: 4/4 (100.00%)
	Validation Frequency class 'mips_40_01': 46/2658 (1.73%)

	Evaluation on propertest data (4472 items):
	at_At1g32170	mips_01_05_99	"endoxyloglucan transferase"
			mips_30_01
			mips_40_01
	at_At1g20570 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_01_01_11
			mips_03_03_05
			mips_03_03_05_01
			mips_03_03_05_99
			mips_30_04
			mips_30_04_05
			mips_30_04_99
			mips_40_04_05
			mips_40_05
			mips_63_07
	at_At2g36870	mips_01_05_99	"putative xyloglucan endo-transglycosylase"
			mips_30_01
			mips_40_01
	at_At2g47430 -	mips_01_04	"putative histidine kinase"
			mips_01_04_04
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_99
			mips_40_30
	at_At3g06483 -	mips_02	"pyruvate dehydrogenase like kinase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_06_07
			mips_06_07_03
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
	at_At3g24320 -	mips_03_01	"mismatch binding protein, putative"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03
			mips_03_03_02
			mips_03_03_02_03
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_01
	at_At3g44990	mips_01_05_99	"xyloglucan endo-transglycosylase"
			mips_40_01
	at_At4g05380 -	mips_02_11_05	"putative protein"
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_30_07
			mips_30_08
	at_At4g13080	mips_01_05_99	"endoxyloglucan transferase-like protein"
			mips_40_01
	at_At4g25820	mips_01_05_99	"putative xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_01
	at_At4g28850	mips_01_05_99	"xyloglucan endotransglycosylase - like protein"
			mips_40_01
	at_At4g03210	mips_01_05_99	"putative xyloglucan endotransglycosylase"
			mips_40_01
	at_At4g30280	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_30_01
			mips_40_01
	at_At4g37800	mips_01_05_99	"endo-xyloglucan transferase - like protein"
			mips_40_01
	at_At5g57530	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	at_At5g57550	mips_01_05_99	"endoxyloglucan transferase (gb|AAD45127.1)"
			mips_30_01
			mips_40_01
	at_At5g57560	mips_01_05_99	"TCH4 protein (gb|AAA92363.1)"
			mips_40_01
	at_At5g65730	mips_01_05_99	"xyloglucan endo-transglycosylase-like protein"
			mips_30_01
			mips_40_01
	Propertest Accuracy: 13/18 (72.22%)
	Propertest Frequency class 'mips_40_01': 81/4472 (1.81%)

	New (unknown) data (2658 items):
	at_At3g49730 -	no entry	null


------------------
Rule 2390
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),keyword(_2,d__3d_structure) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,oryza),db_ref(_2,prodom) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	->  class mips_40_01 "cell wall"

	Evaluation on training data (5270 items):
	at_At1g26770	mips_30_01	"expansin 10"
			mips_40_01
	at_At1g62980	mips_40_01	"expansin At-EXP6, putative"
	at_At1g75800 -	mips_11_05_03	"thaumatin, putative"
	at_At2g03090	mips_30_01	"expansin like protein"
			mips_40_01
	at_At2g37640	mips_30_01	"putative expansin"
			mips_40_01
	at_At2g40610	mips_40_01	"putative expansin"
	at_At2g45110	mips_30_01	"putative beta-expansin"
			mips_40_01
	at_At3g15370	mips_30_01	"putative expansin S2 precursor"
			mips_40_01
	at_At4g01630	mips_30	"putative expansin"
			mips_30_01
			mips_40_01
			mips_98
	at_At1g12560	mips_40_01	"hypothetical protein"
	at_At5g39260	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39270	mips_30	"expansin-like protein"
			mips_40_01
			mips_98
	at_At5g39280	mips_40_01	"expansin-like protein"
	at_At5g39290	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39300	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g05290	mips_40_01	"expansin At-EXP2 (gb|AAB38073.1)"
	Training Accuracy: 15/16 (93.75%)
	Training Frequency class 'mips_40_01': 113/5270 (2.14%)

	Evaluation on validation data (2658 items):
	at_At1g20190	mips_40_01	"expansin S2 precursor like protein"
	at_At2g20750	mips_40_01	"beta-expansin"
	at_At2g28950	mips_40_01	"putative expansin"
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_40_01': 46/2658 (1.73%)

	Evaluation on propertest data (4472 items):
	at_At1g56500 -	mips_13_07	"unknown protein (At1g56500)"
			mips_20_25
			mips_20_25_16
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_27
			mips_63_07
			mips_63_13
			mips_63_13_99
	at_At1g68900 -	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_07_01
	at_At1g69530	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At2g18450 -	mips_02_10	"putative succinate dehydrogenase flavoprotein subunit"
			mips_02_11
			mips_02_13
			mips_02_13_03
			mips_67_15
	at_At2g24810 -	mips_11_05_03	"putative thaumatin-like pathogenesis-related protein"
	at_At2g39700	mips_40_01	"putative expansin"
	at_At3g03220	mips_40_01	"putative expansin precursor"
	at_At3g29030	mips_40_01	"expansin At-EXP5"
	at_At3g60570 -	mips_30_01	"putative protein"
	at_At3g55500	mips_40_01	"expansin-like protein"
	at_At4g17030 -	mips_30	"allergen like protein"
			mips_30_01
			mips_98
	at_At4g38210	mips_30_01	"expansin -like protein"
			mips_40_01
	at_At5g39310	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g56320	mips_40_01	"expansin"
	at_At5g02260	mips_40_01	"expansin precursor - like protein"
	Propertest Accuracy: 9/15 (60.00%)
	Propertest Frequency class 'mips_40_01': 81/4472 (1.81%)

	New (unknown) data (2658 items):
	at_At1g65680 -	no entry	null
	at_At5g55110 -	no entry	null
	at_At3g45960 -	no entry	null
	at_At4g38400 -	no entry	null
	at_At3g45970 -	no entry	null
	at_At4g28250 -	mips_30	"putative beta-expansin/allergen protein"
			mips_98


------------------
Rule 4015
	eval(_1,_2,4.0e-3-0.1),keyword(_2,heme) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,xenopus),db_ref(_2,tigrfams) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,rosidae) = 1
	->  class mips_43_03 "animal cell type"

	Evaluation on training data (5270 items):
	at_At1g26940	mips_06_01	"unknown protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At1g01940	mips_20_25_16	"hypothetical protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g16600	mips_20_25_16	"cytosolic cyclophilin (ROC3)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g21130	mips_20_25_16	"cyclophilin (CYP2)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g38730	mips_20_25_16	"putative peptidyl-prolyl cis-trans isomerase"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g09440	mips_06_01	"heat-shock protein (At-hsc70-3)"
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At3g44600	mips_05	"unknown protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g55920	mips_20_25_16	"cyclophilin protein (ROC15)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g56070	mips_05	"peptidylprolyl isomerase"
			mips_06
			mips_06_01
			mips_06_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
			mips_99
	at_At4g34870	mips_05	"peptidylprolyl isomerase (cyclophilin)"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34960	mips_05	"cyclophilin - like protein (ROC14)"
			mips_05_04
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g38740	mips_06_01	"peptidylprolyl isomerase ROC1"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g13120	mips_06_01	"chloroplast cyclophilin ROC8"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g28540	mips_01_03_16	"luminal binding protein"
			mips_01_03_16_01
			mips_11_01_05
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At5g35100	mips_11_05_01_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g67530 -	mips_20_25_16	"peptidylprolyl isomerase (cyclophilin)-like"
	Training Accuracy: 15/16 (93.75%)
	Training Frequency class 'mips_43_03': 87/5270 (1.65%)

	Evaluation on validation data (2658 items):
	at_At1g70370 -	mips_13_11_03	"putative protein"
			mips_13_11_03_13
	at_At1g17220 -	mips_04_05_01_01	"putative translation initiation factor IF2"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At1g11660	mips_11_01_05	"putative heat-shock protein"
			mips_13_11
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At2g36130	mips_20_25_16	"cyclophilin protein (ROC10)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g47320	mips_06_01	"putative peptidyl-prolyl cis-trans isomerase"
			mips_06_04
			mips_13_11
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At3g66654	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g02490	mips_11_01_05	"dnaK-type molecular chaperone hsc70.1 - like"
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	Validation Accuracy: 5/7 (71.43%)
	Validation Frequency class 'mips_43_03': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g60390 -	mips_13_11_03	""
			mips_13_11_03_13
	at_At2g29960	mips_06_01	"cyclophilin"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At2g32120 -	mips_01_03_16	"70kD heat shock protein"
			mips_01_03_16_01
			mips_06_01
			mips_06_10
			mips_11_01_05
	at_At3g22920	mips_20_25_16	"cyclophilin, putative"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g45810 -	mips_02	"respiratory burst oxidase - like protein"
			mips_02_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63
			mips_63_17_01
			mips_98
	at_At3g62030	mips_20_25_16	"peptidylprolyl isomerase ROC4"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g01480	mips_06_01	"thylakoid lumen rotamase like protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_62
			mips_62_01
			mips_62_01_05
	at_At3g63400	mips_06_01	"cyclophylin -like protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g25090 -	mips_01_20_35	"respiratory burst oxidase - like protein"
			mips_01_20_35_02
			mips_11_05
			mips_11_07_07
			mips_14_01_03
			mips_14_04
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67
			mips_67_15
	at_At4g32420	mips_06_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g58710	mips_06_01	"cyclophilin ROC7"
			mips_14_01_03
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g02500	mips_06_01	"dnaK-type molecular chaperone hsc70.1"
			mips_06_04
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	Propertest Accuracy: 8/12 (66.67%)
	Propertest Frequency class 'mips_43_03': 92/4472 (2.06%)

	New (unknown) data (2658 items):
	at_At3g54080 -	no entry	null
	at_At3g15520 -	no entry	null


------------------
Rule 3994
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,signal) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,trypanosoma) = 0
	->  class mips_62_01 "mechanism of regulation"

	Evaluation on training data (5270 items):
	at_At1g26940	mips_06_01	"unknown protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At1g01940	mips_20_25_16	"hypothetical protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g15790	mips_04	"cyclophilin-40"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
	at_At2g16600	mips_20_25_16	"cytosolic cyclophilin (ROC3)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g21130	mips_20_25_16	"cyclophilin (CYP2)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g38730	mips_20_25_16	"putative peptidyl-prolyl cis-trans isomerase"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g44600	mips_05	"unknown protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g55920	mips_20_25_16	"cyclophilin protein (ROC15)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g56070	mips_05	"peptidylprolyl isomerase"
			mips_06
			mips_06_01
			mips_06_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
			mips_99
	at_At4g33060	mips_43	"putative protein"
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34870	mips_05	"peptidylprolyl isomerase (cyclophilin)"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34960	mips_05	"cyclophilin - like protein (ROC14)"
			mips_05_04
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g38740	mips_06_01	"peptidylprolyl isomerase ROC1"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g13120	mips_06_01	"chloroplast cyclophilin ROC8"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g35100	mips_11_05_01_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g67530 -	mips_20_25_16	"peptidylprolyl isomerase (cyclophilin)-like"
	Training Accuracy: 15/16 (93.75%)
	Training Frequency class 'mips_62_01': 156/5270 (2.96%)

	Evaluation on validation data (2658 items):
	at_At2g36130	mips_20_25_16	"cyclophilin protein (ROC10)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g47320	mips_06_01	"putative peptidyl-prolyl cis-trans isomerase"
			mips_06_04
			mips_13_11
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At3g66654	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g18570 -	mips_06_04	"GTP-binding protein obg -like"
			mips_08
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_14_01
			mips_40_02
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19_05
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_62_01': 65/2658 (2.45%)

	Evaluation on propertest data (4472 items):
	at_At1g53720	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g76810 -	mips_04_05_01_01	"translation initiation factor IF-2 like protein"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At2g29960	mips_06_01	"cyclophilin"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At2g44690 -	mips_03	"rac-like protein ARAC9 (ARAC9)"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_02
			mips_63_19
			mips_63_19_05
	at_At3g22920	mips_20_25_16	"cyclophilin, putative"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g62030	mips_20_25_16	"peptidylprolyl isomerase ROC4"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g01480	mips_06_01	"thylakoid lumen rotamase like protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_62
			mips_62_01
			mips_62_01_05
	at_At3g63400	mips_06_01	"cyclophylin -like protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g32420	mips_06_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g58710	mips_06_01	"cyclophilin ROC7"
			mips_14_01_03
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	Propertest Accuracy: 8/10 (80.00%)
	Propertest Frequency class 'mips_62_01': 122/4472 (2.73%)

	New (unknown) data (2658 items):
	at_At1g20340 -	no entry	null
	at_At3g15520 -	no entry	null
	at_At1g76100 -	no entry	null


------------------
Rule 2997
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,platyhelminthes) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,hymenoptera) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	->  class mips_63_17 "metal binding"

	Evaluation on training data (5270 items):
	at_At1g24620	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At1g62820	mips_06_07_03	"calmodulin, putative"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g73630	mips_63_17_01	"calmodulin like protein"
	at_At1g76640	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_01
			mips_63_17_01
	at_At1g76650	mips_63_17	"calmodulin like protein"
			mips_63_17_01
	at_At2g41100	mips_63_17_01	"calmodulin-like protein"
	at_At2g41110	mips_10_01_09	"calmodulin (cam2)"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At2g46600	mips_10_01_09	"caltractin like protein"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At3g17470	mips_01_03_01	"hypothetical protein"
			mips_03_01_01
			mips_03_03_01_03
			mips_10_01_09
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17_01
	at_At3g18430	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_10_05
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At3g24110	mips_10_01_01	"hypothetical protein"
			mips_63_17_01
	at_At3g47480 -	mips_10_01	"putative calcium-binding protein"
			mips_10_01_01
	at_At3g50360	mips_10_01	"centrin"
			mips_10_01_09
			mips_10_01_09_03
			mips_40_02
			mips_40_03
			mips_63_01
			mips_63_17_01
	at_At4g01420	mips_63_17	"putative calcium-regulated protein phosphatase"
			mips_63_17_01
	at_At4g26570	mips_63_17	"calcineurin B-like protein 3"
			mips_63_17_01
	at_At4g37010	mips_10_01_09	"caltractin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g17470	mips_63_17	"calmodulin-like protein"
			mips_63_17_01
	at_At5g48460	mips_14_01_03	"fimbrin 2"
			mips_14_01_03_99
			mips_40_04_03
			mips_40_04_05
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17_01
	at_At5g49480	mips_10_01_09	"NaCl-inducible Ca2+-binding protein-like; calmodulin-like"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At5g55400	mips_14	"fimbrin"
			mips_14_01
			mips_14_01_03
			mips_14_01_03_99
			mips_40_04
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_01
			mips_63_17_01
	at_At5g55990	mips_10_01_09	"calcineurin B-like protein 2 (gb|AAC26009.1)"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g08580	mips_13_01	"Unknown protein (MAH20.14)"
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	Training Accuracy: 21/22 (95.45%)
	Training Frequency class 'mips_63_17': 215/5270 (4.08%)

	Evaluation on validation data (2658 items):
	at_At1g64480	mips_10_05	"calcineurin B-like protein"
			mips_11_01
			mips_13_05
			mips_40_02
			mips_40_32
			mips_63_17
			mips_63_17_01
	at_At1g05990	mips_13_05	"calcium-binding protein, putative"
			mips_40_32
			mips_63_17_01
	at_At1g21550	mips_06_07_03	"unknown protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_At2g04750	mips_14_01_03	"putative fimbrin"
			mips_14_01_03_99
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17_01
	at_At3g25600	mips_10_01_09	"calmodulin, putative"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g17480	mips_06_07_03	"calcium-binding protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_At5g24270	mips_63_17	"calcium sensor homolog (gb|AAC26110.1)"
			mips_63_17_01
	at_At5g28850	mips_03_01_01	"protein phosphatase 2A regulatory subunit B'-like protein"
			mips_13_01
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17_01
	at_At5g42380	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_09
			mips_10_01_09_03
			mips_40_03
			mips_63
			mips_63_01
			mips_63_17_01
	Validation Accuracy: 9/9 (100.00%)
	Validation Frequency class 'mips_63_17': 131/2658 (4.93%)

	Evaluation on propertest data (4472 items):
	at_At1g66400	mips_10	"calmodulin-related protein"
			mips_10_01
			mips_10_01_09
			mips_10_01_09_03
			mips_40_02
			mips_40_03
			mips_63
			mips_63_01
			mips_63_17_01
	at_At1g66410	mips_10_01_09	"calmodulin-4"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At2g41090	mips_10_01_09	"calcium binding protein (CaBP-22)"
			mips_10_01_09_03
			mips_63_17_01
	at_At2g43290	mips_10_01_09	"putative calcium binding protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At3g03000	mips_63_17_01	"putative calmodulin"
	at_At3g03400	mips_10_01	"calmodulin-like protein"
			mips_10_01_09
			mips_10_01_09_03
			mips_10_05
			mips_40_02
			mips_40_03
			mips_63_01
			mips_63_17
			mips_63_17_01
	at_At3g03410 -	mips_13_11	"calmodulin-like protein"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At3g07490	mips_10_05	"putative calmodulin"
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At3g43810 -	mips_10_01_09	"calmodulin 7"
			mips_10_01_09_03
			mips_13
			mips_13_11
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_01
	at_At3g51920	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At4g17615	mips_63_17	"calcineurin B-like protein 1 (CBL1)"
			mips_63_17_01
	at_At4g26700	mips_14_01	"fimbrin-like protein (ATFIM1)"
			mips_14_01_03
			mips_14_01_03_99
			mips_30_04
			mips_30_04_03
			mips_30_04_05
			mips_30_04_07
			mips_40_04_03
			mips_40_04_05
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17
			mips_63_17_01
	at_At4g33000	mips_13_05	"putative protein (fragment)"
			mips_40_32
			mips_63_17_01
	at_At5g06260	mips_06_07	"putative protein"
			mips_11_01
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_13_11
			mips_13_11_99
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_01
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_17
			mips_63_17_01
	at_At5g39670	mips_10_01_09	"calcium-binding protein - like"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g44460	mips_10_01_09	"calmodulin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g54490	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_63_17_01
	Propertest Accuracy: 15/17 (88.24%)
	Propertest Frequency class 'mips_63_17': 207/4472 (4.63%)

	New (unknown) data (2658 items):
	at_At2g41410 -	no entry	null
	at_At3g50680 -	no entry	null
	at_At4g14640 -	no entry	null
	at_At4g26560 -	no entry	null
	at_At4g27790 -	no entry	null
	at_At2g44310 -	no entry	null
	at_At4g16350 -	no entry	null
	at_At1g73440 -	no entry	null
	at_At3g29000 -	no entry	null
	at_At3g50770 -	no entry	null
	at_At4g20780 -	no entry	null


------------------
Rule 3203
	eval(_1,_2,4.0e-3-0.1),classification(_2,gammaretrovirus) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,thermococci) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,homo),species(_2,homo_sapiens__human_) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,diptera),db_ref(_2,prosite) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,sordariomycetes) = 0
	->  class mips_05_04 "translation"

	Evaluation on training data (5270 items):
	at_At1g22780	mips_05_01	"putative 40S ribosomal protein S18"
			mips_05_01_01
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At1g04480	mips_05_01	"putative 60S ribosomal protein L17"
			mips_05_01_01
			mips_05_04
			mips_06_10
	at_At2g19720 -	mips_05_01_01	"40S ribosomal protein S15A"
	at_At3g47370	mips_05_01	"40S ribosomal protein S20-like protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g48930	mips_05_04_03	"cytosolic ribosomal protein S11"
			mips_62_01_07
			mips_62_02_99
	at_At4g16720	mips_05_01	"ribosomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_63_03_03
	at_At4g36130	mips_05	"putative ribosomal protein L8"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_05_04_01
			mips_05_04_02
			mips_06_10
			mips_14
			mips_14_01
			mips_14_01_01
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03
	at_At5g14320	mips_05_01	"ribosomal protein precursor - like"
			mips_05_01_01
			mips_05_04_01
			mips_63_03_03
	at_At5g23740	mips_05_01	"40S ribosomal protein S11"
			mips_05_01_01
			mips_05_04
			mips_05_04_03
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
			mips_63_03_03
	Training Accuracy: 8/9 (88.89%)
	Training Frequency class 'mips_05_04': 176/5270 (3.34%)

	Evaluation on validation data (2658 items):
	at_At1g61700 -	mips_04	"hypothetical protein"
			mips_04_01
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_40
			mips_40_10
			mips_40_10_99
	at_At2g18020	mips_05_04_01	"60S ribosomal protein L2"
			mips_05_04_02
			mips_06_10
			mips_14_01_01
	at_At3g55440 -	mips_01_03	"cytosolic triosephosphatisomerase"
			mips_01_05_01_01_01
			mips_01_06_01
			mips_01_07
			mips_02_01
			mips_02_01_01
			mips_30_03
	at_At4g17390	mips_05	"60S ribosomal protein L15 homolog"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g29430	mips_05_01	"ribosomal protein S15a homolog"
			mips_05_01_01
			mips_05_04
	Validation Accuracy: 3/5 (60.00%)
	Validation Frequency class 'mips_05_04': 62/2658 (2.33%)

	Evaluation on propertest data (4472 items):
	at_At1g34030	mips_05_04_01	"ribosomal protein S18 - like"
	at_At1g77750 -	mips_05_01	"putative 30S ribosomal protein S13"
			mips_05_01_01
	at_At1g07770 -	mips_05_01	"Putative 40S ribosomal protein S15A"
			mips_05_01_01
	at_At1g79850	mips_05	"30S ribosomal protein S17, chloroplast precursor (CS17)"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_05_04_03
			mips_06_10
			mips_08
			mips_40_16
	at_At2g21170 -	mips_01_03	"putative triosephosphate isomerase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_02_01
			mips_02_01_01
			mips_30_03
	at_At2g33370 -	mips_05_01	"60S ribosomal protein L23"
			mips_05_01_01
	at_At3g04400 -	mips_06_10	"60S ribosomal protein L17"
	at_At3g13120 -	mips_05_01	"30S ribosomal protein S10, putative"
			mips_05_01_01
			mips_30_03
			mips_30_99
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g45030	mips_05_01	"40S ribsomomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g46040 -	mips_05_01	"cytoplasmic ribosomal protein S15a -like"
			mips_05_01_01
	at_At3g51190	mips_05_01_01	"ribosomal protein L8 homolog"
			mips_05_04_01
			mips_05_04_02
			mips_06_10
			mips_14_01
			mips_14_01_01
	at_At3g60770	mips_05	"ribosomal protein S13"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_63
			mips_63_03
			mips_63_03_03
	at_At3g04840 -	mips_05_01	"putative 40S ribosomal protein S3A (S phase specific)"
			mips_05_01_01
			mips_14_04_03
			mips_14_04_03_03
			mips_63_03_03
	at_At4g09800	mips_05_01	"S18.A ribosomal protein"
			mips_05_01_01
			mips_05_04_01
			mips_63_03_03
	at_At4g30800	mips_05_04_03	"ribosomal protein S11 - like"
			mips_62_01_07
			mips_62_02_99
	at_At4g34670 -	mips_05_01	"Putative S-phase-specific ribosomal protein"
			mips_05_01_01
			mips_63_03_03
	at_At5g45775 -	mips_05_01_01	"ribosomal protein L11-like"
	at_At5g59850 -	mips_05_01	"cytoplasmic ribosomal protein S15a - like"
			mips_05_01_01
	at_At5g62300 -	mips_05	"ribosomal protein S20 - like"
			mips_05_01
			mips_05_01_01
			mips_06
			mips_06_10
			mips_30
			mips_30_03
			mips_30_99
			mips_40
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_07
			mips_98
	Propertest Accuracy: 7/19 (36.84%)
	Propertest Frequency class 'mips_05_04': 120/4472 (2.68%)

	New (unknown) data (2658 items):
	at_At2g39590 -	no entry	null
	at_At4g01310 -	no entry	null
	at_At2g42740 -	no entry	null
	at_At3g58700 -	no entry	null
	at_At4g18730 -	no entry	null
	at_At4g00100 -	no entry	null
	at_At5g46160 -	no entry	null


------------------
Rule 3548
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),classification(_2,mollusca) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,drosophila) = 0
	->  class mips_08_07 "vesicular transport (Golgi network, etc.)"

	Evaluation on training data (5270 items):
	at_At1g22180	mips_08_07	"unknown protein (At1g22180)"
			mips_08_07_07
			mips_40_08
			mips_48
	at_At1g22530	mips_01_06_13	"unknown protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At1g72150	mips_01_06_13	"putative cytosolic factor protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At1g75170	mips_08_07_07	"unknown protein"
			mips_48
			mips_63_21
			mips_63_21_99
	at_At2g21520	mips_01_06_13	"putative phosphatidylinositol/phosphatidylcholine transfer protein"
			mips_08_07
			mips_63_09
	at_At3g46450	mips_08_07	"putative protein"
			mips_08_07_07
			mips_40_08
			mips_48
	at_At4g09160	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At5g56160	mips_08_07	"putative protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_13
			mips_63_13_99
	at_At5g47510	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	Training Accuracy: 9/9 (100.00%)
	Training Frequency class 'mips_08_07': 144/5270 (2.73%)

	Evaluation on validation data (2658 items):
	at_At1g05370 -	mips_01_06_13	"hypothetical protein"
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At2g16380	mips_01_06_13	"putative phosphatidylinositol/phosphatidylcholine transfer protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At2g18180 -	mips_01_06_13	"putative phosphatidylinositol/phophatidylcholine transfer protein"
			mips_63_09
			mips_67_13
	at_At3g51670	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At4g21350 -	mips_03_01_05_03	"putative protein"
	at_At4g34580 -	mips_01_06_13	"putative protein"
			mips_63_09
	at_At4g36640	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At4g39170	mips_01_06_13	"unknown protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_67_13
	at_At5g63060	mips_01_07	"unknown protein"
			mips_06_04
			mips_08_07_07
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_04
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
			mips_67
	Validation Accuracy: 5/9 (55.56%)
	Validation Frequency class 'mips_08_07': 87/2658 (3.27%)

	Evaluation on propertest data (4472 items):
	at_At1g30690	mips_01_06	"putative phosphatidyl-inositol-transfer protein"
			mips_01_06_13
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_40_03
			mips_40_08
			mips_48
			mips_63_09
			mips_67
	at_At1g01630 -	mips_01	"polyphosphoinositide binding protein, putative"
			mips_01_07
			mips_08
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
			mips_67
	at_At1g14820	mips_08_07	"phosphatidylinositol/phosphatidylcholine transfer protein, putative"
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_67_13
	at_At1g55840 -	mips_01_06_13	"polyphosphoinositide binding protein, putative"
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At3g22410 -	mips_01_06_13	"hypothetical protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_09
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
	at_At4g08690 -	mips_63_21	"putative phosphoglyceride transfer protein"
			mips_63_21_99
	at_At4g36490 -	mips_01_06_13	"hypothetical protein"
			mips_63_09
	at_At5g47730 -	mips_01_06	"putative protein"
			mips_01_06_13
			mips_08
			mips_63_09
			mips_63_21
			mips_63_21_99
	Propertest Accuracy: 2/8 (25.00%)
	Propertest Frequency class 'mips_08_07': 114/4472 (2.55%)

	New (unknown) data (2658 items):
	at_At1g77460 -	no entry	null
	at_At5g09800 -	no entry	null


------------------
Rule 2747
	eval(_1,_2,0.0-9.0e-25),classification(_2,orthogastropoda) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
	->  class mips_08_07 "vesicular transport (Golgi network, etc.)"

	Evaluation on training data (5270 items):
	at_At1g51270	mips_05	"unknown protein"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_99
			mips_13
			mips_13_05
			mips_40_02
			mips_40_09
			mips_63
			mips_63_07
			mips_98
	at_At1g04740	mips_08_07	"putative vesicle-associated membrane protein, synaptobrevin 7B, 5' partial"
			mips_40_08
			mips_40_09
	at_At1g04760	mips_08_07	"synaptobrevin 7B, putative"
			mips_40_08
			mips_40_09
	at_At2g23830	mips_05	"unknown protein"
			mips_06_04
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10_05
			mips_10_05_99
			mips_13_05
			mips_40_02
			mips_40_09
			mips_63_07
	at_At2g23870	mips_06_10	"pseudogene"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At2g33110	mips_08_07	"synaptobrevin like protein"
			mips_40_08
			mips_40_09
	at_At3g24890	mips_08_07	"synaptobrevin, putative"
			mips_13_03
			mips_13_03_01
			mips_14_01
			mips_14_01_03
			mips_40_07
			mips_40_08
			mips_40_09
	at_At1g11890 -	mips_40_09	"putative vesicle transport protein"
	at_At3g60600	mips_08_07_27	"putative protein"
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At4g10170	mips_08_07	"putative protein"
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g22360	mips_08_07	"synaptobrevin-like protein"
			mips_40_08
			mips_40_09
	at_At5g52990	mips_08_07	"putative protein"
			mips_40_08
			mips_40_09
	Training Accuracy: 11/12 (91.67%)
	Training Frequency class 'mips_08_07': 144/5270 (2.73%)

	Evaluation on validation data (2658 items):
	at_At2g25340 -	mips_06_04	"putative synaptobrevin"
			mips_14_04
			mips_25_05
			mips_40_09
			mips_67
	at_At5g11150	mips_06_04	"putative protein"
			mips_08
			mips_08_07
			mips_08_07_03
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g47180	mips_08_07	"VAMP (vesicle-associated membrane protein)-associated protein-like"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At5g54110	mips_06_10	"membrane associated protein"
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_08_07': 87/2658 (3.27%)

	Evaluation on propertest data (4472 items):
	at_At1g08820	mips_01_05_04	"unknown protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At2g32670	mips_08_07	"putative synaptobrevin"
			mips_40_07
			mips_40_08
			mips_40_09
	at_At2g33120	mips_08_07	"putative synaptobrevin"
			mips_40_08
			mips_40_09
	at_At2g45140	mips_08_07	"putative VAMP-associated protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At3g54300 -	mips_40_09	"synaptobrevin -like protein"
	at_At4g27840 -	mips_40_09	"putative protein"
	at_At4g32150	mips_08_07	"vesicle-associated membrane protein 7C (At VAMP7C)"
			mips_40_08
			mips_40_09
	at_At4g32210 -	mips_02_13	"putative protein"
			mips_06_01
			mips_29_01
	at_At5g07880	mips_08_07	"SNAP25 - like protein"
			mips_13_03
			mips_13_03_01
	at_At5g09600 -	mips_02_10	"putative protein"
	Propertest Accuracy: 6/10 (60.00%)
	Propertest Frequency class 'mips_08_07': 114/4472 (2.55%)

	New (unknown) data (2658 items):
	at_At4g00170 -	no entry	null
	at_At1g48270 -	no entry	null


------------------
Rule 2761
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,mgd) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),keyword(_2,mitochondrion) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 1
	->  class mips_08_07 "vesicular transport (Golgi network, etc.)"

	Evaluation on training data (5270 items):
	at_At1g13890	mips_08_07	"hypothetical protein"
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_05
	at_At1g26690	mips_08_07_03	"unknown protein"
			mips_40_09
	at_At1g03550	mips_08_07_07	"unknown protein"
			mips_40_09
	at_At1g61250	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At2g03290 -	mips_06_04	"putative Golgi-associated membrane trafficking protein"
			mips_40_09
	at_At1g09580	mips_06_04	"unknown protein"
			mips_08_07_03
			mips_40_09
	at_At2g36900	mips_08_07_03	"putative cis-Golgi SNARE protein"
			mips_08_07_27
			mips_40_09
	at_At1g11180	mips_08_07	"secretory carrier membrane protein, putative"
			mips_08_07_07
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At3g29100	mips_08_07	"putative vesicle transport protein"
			mips_08_07_03
			mips_08_07_07
			mips_08_07_27
			mips_30_08
			mips_40_08
			mips_40_09
	at_At4g35340	mips_01_05_07	"UDP-galactose transporter - like protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At5g39630	mips_08_07	"v-SNARE - like protein"
			mips_13_03
			mips_13_03_01
			mips_30_08
			mips_40_09
	at_At5g50440	mips_08_07	"golgi SNARE protein"
			mips_08_07_03
			mips_08_07_05
			mips_08_07_22
			mips_08_07_22_01
			mips_08_07_27
			mips_30_08
			mips_30_09
			mips_40_08
			mips_40_09
	Training Accuracy: 11/12 (91.67%)
	Training Frequency class 'mips_08_07': 144/5270 (2.73%)

	Evaluation on validation data (2658 items):
	at_At1g69460	mips_08_07	"putative protein"
			mips_08_07_03
			mips_40_08
			mips_40_09
	at_At1g14010	mips_08_07	"putative transmembrane protein"
			mips_08_07_03
			mips_40_08
			mips_40_09
	at_At1g15880	mips_06_04	"putative protein"
			mips_06_10
			mips_08_07_03
			mips_08_07_05
			mips_08_07_22
			mips_08_07_22_01
			mips_08_07_27
			mips_30_08
			mips_30_09
			mips_40_09
	at_At1g21900	mips_08_07	"transmembrane protein, putative"
			mips_08_07_03
			mips_40_08
	at_At1g32050	mips_06_04	"unknown protein"
			mips_08
			mips_08_07
			mips_08_07_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At2g03040 -	mips_40_08	"unknown protein"
			mips_40_09
	at_At3g29070	mips_08_07	"transmembrane trafficking protein, putative"
			mips_08_07_03
			mips_40_08
			mips_40_09
	at_At5g39510	mips_03	"v-SNARE AtVTI1a"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_03
			mips_08_07_07
			mips_30
			mips_30_08
			mips_40_02
			mips_40_03
			mips_40_08
			mips_40_09
			mips_63_17
			mips_63_17_01
			mips_67
	Validation Accuracy: 7/8 (87.50%)
	Validation Frequency class 'mips_08_07': 87/2658 (3.27%)

	Evaluation on propertest data (4472 items):
	at_At1g56500 -	mips_13_07	"unknown protein (At1g56500)"
			mips_20_25
			mips_20_25_16
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_27
			mips_63_07
			mips_63_13
			mips_63_13_99
	at_At1g57620 -	mips_06_04	"unknown protein"
			mips_40_09
	at_At2g19080 -	mips_08_04	"unknown protein"
			mips_30_16
			mips_67_11
	at_At2g20840	mips_08_07_07	"putative secretory carrier-associated membrane protein"
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At2g45200	mips_08_07	"putative cis-Golgi SNARE protein"
			mips_08_07_03
			mips_08_07_05
			mips_08_07_22
			mips_08_07_22_01
			mips_08_07_27
			mips_30_08
			mips_30_09
			mips_40_08
			mips_40_09
	at_At3g07680	mips_08_07	"putative coated vesicle membrane protein"
			mips_08_07_03
			mips_40_09
	at_At3g10780 -	mips_40_08	"putative membrane protein"
			mips_40_09
	at_At3g17440	mips_08_07_03	"unknown protein"
			mips_08_07_07
			mips_30_04
			mips_30_08
			mips_40_09
	at_At3g22845 -	mips_40_08	"unknown protein"
			mips_40_09
			mips_63_17_01
	Propertest Accuracy: 4/9 (44.44%)
	Propertest Frequency class 'mips_08_07': 114/4472 (2.55%)

	New (unknown) data (2658 items):
	at_At1g48240 -	no entry	null
	at_At2g35190 -	no entry	null


------------------
Rule 4793
	eval(_1,_2,0.0-9.0e-25),classification(_2,beta) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,culicoidea) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,apicomplexa) = 1
	->  class mips_08_07 "vesicular transport (Golgi network, etc.)"

	Evaluation on training data (5270 items):
	at_At1g22740 -	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890 -	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g47590 -	mips_08_16	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At1g01200 -	mips_08_16	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g52280 -	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g22950	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g19640 -	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390 -	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g18770 -	mips_06_04	"putative signal recognition particle receptor beta subunit"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
	at_At1g09180	mips_06_07_99	"putative GTP-binding protein, SAR1B"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g10630	mips_06_04	"similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_02
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g43130 -	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610 -	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g09900	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g53610 -	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At3g62560	mips_08_07_05	"Sar1-like GTP binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
			mips_62_02_01_01
			mips_62_02_01_01_99
	at_At4g17530 -	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g35860	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g39890 -	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g10260 -	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g14670	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g59150 -	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g03530 -	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g17060	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g47520 -	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960 -	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g09910 -	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	Training Accuracy: 19/38 (50.00%)
	Training Frequency class 'mips_08_07': 144/5270 (2.73%)

	Evaluation on validation data (2658 items):
	at_At1g28550	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g56330	mips_04	"unknown protein"
			mips_06
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g05810	mips_06_04	"RAS-related protein ARA-1"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g73640 -	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g06400	mips_08_07	"putative protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At1g09630	mips_06_04	"putative RAS-related protein, RAB11C"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g18200 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_08_19
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_63_03
			mips_63_19
	at_At2g21880 -	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g49870 -	mips_06_04	"ADP-RIBOSYLATION FACTOR like protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830 -	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g17170 -	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g20020 -	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 6/14 (42.86%)
	Validation Frequency class 'mips_08_07': 87/2658 (3.27%)

	Evaluation on propertest data (4472 items):
	at_At1g02440	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g02620	mips_08_07	"GTP-binding protein Sar1, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g49300 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At1g07410 -	mips_06_04	"small G protein, putative"
			mips_08_16
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_07
			mips_63_19
			mips_63_19_05
	at_At1g02130 -	mips_10_01_05_05	"GTP-binding protein, ara-5"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At1g02430	mips_06_04	"hypothetical protein"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g22390 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g26300 -	mips_10_01_05	"G protein alpha subunit 1 (GPA1)"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_13_05
			mips_25_05_13
			mips_33_03_13
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At3g03120	mips_06_07_99	"putative ADP-ribosylation factor"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g07410 -	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730 -	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100 -	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820 -	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g21700 -	mips_10_01_05	"putative SGP1 monomeric G-protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g49860 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840 -	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g09720 -	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g17160 -	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18430 -	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g34390 -	mips_10_01_05_05	"extra-large G-protein - like"
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_62_02_01_02
	at_At4g02080 -	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At5g09910	mips_08_07	"unknown protein"
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_40_08
			mips_63_19
	at_At5g20010 -	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g39620 -	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g39960 -	mips_08_16	"putative protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g45130 -	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59840 -	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g64990 -	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270 -	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g03520	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g05670	mips_08_07_03	"signal recognition particle receptor beta subunit-like protein"
			mips_08_07_25
			mips_08_07_27
			mips_08_07_99
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_07
			mips_30_08
			mips_30_09
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g54840	mips_04	"SGP1 monomeric G-protein (emb|CAB54517.1)"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At5g55080 -	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	Propertest Accuracy: 12/38 (31.58%)
	Propertest Frequency class 'mips_08_07': 114/4472 (2.55%)

	New (unknown) data (2658 items):
	at_At3g12160 -	no entry	null
	at_At5g65960 -	no entry	null


------------------
Rule 5862
	eval(_1,_2,4.0e-3-0.1),keyword(_2,alternative_splicing) = 1
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,bacillus_subtilis) = 0
	eval(_1,_2,4.0e-3-0.1),keyword(_2,transferase),db_ref(_2,embl) = 1
	eval(_1,_2,8.0e-10-2.0e-5),species(_2,sus_scrofa__pig_),db_ref(_2,prosite) = 1
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,atp_binding),db_ref(_2,hssp) = 1
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transcription_regulation),db_ref(_2,prints) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,caenorhabditis),db_ref(_2,prints) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),keyword(_2,activator) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,metazoa),desc(_2,nuclear) = 0
	->  class mips_08_13 "vacuolar transport"

	Evaluation on training data (5270 items):
	at_At1g17230	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17240	mips_08_13	"putative receptor protein kinase, predicted GPI-anchored protein"
	at_At1g17250	mips_08_13	"putative receptor protein kinase"
			mips_11_05_01
	at_At1g17750	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g25570 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g28440	mips_08_13	"hypothetical protein"
	at_At1g29740	mips_08_13	"Putative receptor-like serine/threonine kinase"
			mips_11_05_01
	at_At1g33600	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g33610	mips_08_13	"hypothetical protein"
	at_At1g34110	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g34420	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g47890	mips_06_04	"disease resistance protein, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g49490	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g53440	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g56120	mips_06_04	"receptor-like protein kinase, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g56130	mips_08_13	"receptor-like protein kinase, putative"
	at_At1g62440	mips_08_13	"putative extensin-like protein (gnl|PID|e1310400"
			mips_11_05_01
			mips_40_01
	at_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At1g74360	mips_08_13	"putative receptor protein kinase (At1g74360)"
	at_At2g02220	mips_06_04	"putative receptor-like protein kinase"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g23110	mips_08_13	"disease resistance protein, putative"
	at_At3g47090 -	mips_11_05_01	"receptor kinase-like protein"
	at_At2g15080	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g15880	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g24130	mips_08_13	"putative receptor-like protein kinase"
	at_At1g09970	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At3g11010	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At3g13065	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g23750	mips_08_13	"receptor-like kinase, putative"
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g25010	mips_08_13	"disease resistance protein, putative"
	at_At3g53240	mips_08_13	"disease resistance - like protein"
	at_At4g08850	mips_06	"receptor protein kinase like protein"
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At4g13810	mips_08_13	"putative disease resistance protein"
	at_At4g13900	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At4g18670	mips_08_13	"extensin-like protein"
	at_At4g20140	mips_06_04	"leucine rich repeat-like protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g12460	mips_06	"hypothetical protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At4g36180	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At5g27060	mips_08_13	"resistance protein - like"
	at_At5g44700	mips_06_04	"receptor-like protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g45840	mips_08_13	"receptor protein kinase-like protein"
	at_At5g48940	mips_08_13	"receptor protein kinase-like protein"
	at_At5g49290	mips_08_13	"disease resistance protein-like"
			mips_11_05_01
	at_At5g55540	mips_08_13	"putative protein"
	at_At5g56040	mips_08_13	"receptor protein kinase-like protein"
	at_At5g07280	mips_08_13	"receptor-like protein kinase-like protein"
	at_At5g23400	mips_08_13	"disease resistance protein-like"
	at_At4g04220	mips_08_13	"putative disease resistance protein, predicted GPI-anchored protein"
	Training Accuracy: 47/49 (95.92%)
	Training Frequency class 'mips_08_13': 84/5270 (1.59%)

	Evaluation on validation data (2658 items):
	at_At1g67720 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g74170	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g65850 -	mips_11_05_01	""
	at_At1g12040	mips_08_13	"leucine-rich repeat/extensin 1 (LRX1)"
			mips_40_01
	at_At2g16250 -	mips_10_01	"putative LRR receptor protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g19780 -	mips_10	"putative disease resistance protein"
			mips_10_01_01
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g33020	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33080	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At2g25470	mips_08_13	"putative disease resistance protein"
	at_At2g34930	mips_08_13	"putative disease resistance protein"
	at_At3g19020	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g23010	mips_08_13	"disease resistance protein, putative"
	at_At3g23120	mips_08_13	"disease resistance protein, putative"
	at_At4g05490 -	mips_06	"N7 -like protein"
			mips_06_13
			mips_25
			mips_25_03
			mips_98
	at_At4g11580 -	mips_03_03	"putative protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_06_13
			mips_40_10_99
	at_At4g13920	mips_08_13	"disease resistance Cf-2 like protein"
			mips_11_05_01
	at_At4g19470 -	mips_11_05	"putative protein"
			mips_11_05_01
	at_At4g33970	mips_08_13	"extensin-like protein"
			mips_40_01
	at_At4g39270 -	mips_11_05_01	"receptor protein kinase - like protein"
	at_At5g04720 -	mips_11	"putative protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At5g06820 -	mips_11_05_01	"receptor-like protein kinase"
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g67280	mips_08_13	"receptor-like protein kinase"
	Validation Accuracy: 12/27 (44.44%)
	Validation Frequency class 'mips_08_13': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g33590	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g35710	mips_08_13	"protein kinase, putative"
	at_At1g04210	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g57650 -	mips_11	""
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g65380	mips_08_13	"putative protein"
			mips_11_05_01
	at_At1g71400	mips_06	"putative disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_11_05
			mips_11_05_01
	at_At1g72300	mips_08_13	"leucine-rich receptor-like protein kinase, putative"
			mips_11_05_01
	at_At1g53430	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At2g01950	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g14080 -	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g32680	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g33060	mips_08_13	"putative leucine-rich repeat disease resistance protein"
			mips_11_05_01
	at_At2g33170	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At2g25440 -	mips_10_01	"putative disease resistance protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At3g03770 -	mips_10_05	"unknown protein"
	at_At3g04220 -	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At3g05360	mips_08_13	"putative disease resistance protein"
	at_At3g05370	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At3g11080	mips_06_04	"hypothetical protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g13380	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g25020	mips_08_13	"disease resistance protein, putative"
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g56370	mips_08_13	"putative protein"
	at_At3g59510 -	mips_11_05	"putative protein"
			mips_11_05_01
			mips_63_17
			mips_63_17_01
	at_At3g02130	mips_06_04	"putative protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At4g13820	mips_08_13	"putative disease resistance protein"
	at_At4g13910 -	mips_11_05	"putative disease resistance protein"
			mips_11_05_01
	at_At4g20270	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g23830 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At4g36150 -	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At5g06870 -	mips_11_05_01	"polygalacturonase inhibiting protein"
	at_At5g10020	mips_06_04	"receptor protein kinase -like(fragment)"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g45770	mips_08_13	"predicted GPI-anchored protein"
	at_At5g45800	mips_08_13	"receptor kinase-like protein"
	at_At5g49770	mips_06_04	"receptor protein kinase-like"
			mips_08_13
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At5g49780	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g05850 -	mips_63_17	"putative protein"
			mips_63_17_01
	Propertest Accuracy: 25/38 (65.79%)
	Propertest Frequency class 'mips_08_13': 72/4472 (1.61%)

	New (unknown) data (2658 items):
	at_At1g13230 -	no entry	null
	at_At1g14390 -	no entry	null
	at_At1g15740 -	no entry	null
	at_At1g26890 -	no entry	null
	at_At1g03440 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g56140 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At2g24160 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26380 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At2g42800 -	no entry	null
	at_At3g11330 -	no entry	null
	at_At3g28890 -	no entry	null
	at_At3g51740 -	no entry	null
	at_At3g55670 -	no entry	null
	at_At4g03010 -	no entry	null
	at_At4g10410 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g26340 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g37250 -	no entry	null
	at_At5g38580 -	mips_98	"putative protein"
	at_At5g48740 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At5g66330 -	no entry	null
	at_At5g06860 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g41180 -	no entry	null
	at_At5g60610 -	no entry	null
	at_At1g33670 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At2g15300 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At4g13880 -	no entry	null
	at_At4g23840 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g49760 -	no entry	null
	at_At5g56800 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At1g54480 -	no entry	null
	at_At1g68780 -	no entry	null
	at_At1g73070 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g75820 -	no entry	null
	at_At1g80080 -	no entry	null
	at_At1g13910 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At2g02780 -	no entry	null
	at_At3g15410 -	no entry	null
	at_At3g19230 -	no entry	null
	at_At3g24235 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g44410 -	no entry	null
	at_At3g44670 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At4g10420 -	no entry	null
	at_At4g18760 -	no entry	null
	at_At4g19510 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At5g22720 -	no entry	null
	at_At5g45240 -	no entry	null
	at_At5g47280 -	no entry	null
	at_At5g51560 -	no entry	null
	at_At5g56570 -	no entry	null
	at_At5g66890 -	no entry	null
	at_At5g01890 -	no entry	null


------------------
Rule 3679
	eval(_1,_2,2.0e-5-4.0e-3),desc(_2,homolog) = 1
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,euphorbiaceae) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,chlorophyta) = 0
	eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,1574.0-38820.0),db_ref(_2,tigrfams) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,thermotoga) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,firmicutes) = 0
	->  class mips_11_01 "stress response"

	Evaluation on training data (5270 items):
	at_At1g24120	mips_11_01_05	"DNAJ-like heatshock protein (At1g24120)"
			mips_13
			mips_13_11
			mips_63_01
	at_At1g28210	mips_03_01	"AtJ1 (atj)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_05
			mips_06_01
			mips_06_04
			mips_08
			mips_08_04
			mips_08_07
			mips_11_01
			mips_13_11
			mips_40_07
	at_At1g71000	mips_11_01_05	""
			mips_13_11
	at_At1g80920	mips_06_01	"putative J8 protein"
			mips_11_01_05
	at_At2g05230 -	mips_06_01	"hypothetical protein"
	at_At2g26890	mips_05	"unknown protein"
			mips_06_01
			mips_08
			mips_08_10
			mips_11_01
			mips_13_11
			mips_30_19
	at_At1g11040	mips_03_03_01_01	"DnaJ isolog"
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_11_01_05
	at_At3g08910	mips_11_01_05	"putative heat shock protein"
	at_At3g08970	mips_06_01	"putative DnaJ protein"
			mips_11_01_05
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At3g14200	mips_06_01	"hypothetical protein"
			mips_11_01_05
	at_At3g62190	mips_06	"putative protein"
			mips_06_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_62_02_01
			mips_62_02_01_02
			mips_63_01
	at_At4g39150	mips_11_01_05	"dnaJ-like protein"
	at_At5g09540 -	mips_06_01	"putative protein"
	at_At5g49580	mips_06_01	"putative protein"
			mips_11_01_01
			mips_11_01_05
			mips_11_01_99
	at_At5g50620	mips_03_03	"unknown protein"
			mips_03_03_01
			mips_05
			mips_06_01
			mips_11_01
	at_At5g62780	mips_06_01	"putative protein"
			mips_11_01_05
			mips_30_07
			mips_40_07
	at_At5g16650	mips_06_01	"unknown protein"
			mips_06_04
			mips_08_10
			mips_11_01_05
			mips_13_11
			mips_30_19
	Training Accuracy: 15/17 (88.24%)
	Training Frequency class 'mips_11_01': 218/5270 (4.14%)

	Evaluation on validation data (2658 items):
	at_At1g77020 -	mips_08_04	""
	at_At2g20550 -	mips_03_03_01_01	"putative heat shock protein"
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_06_01
	at_At2g41000 -	mips_05_04	"putative DnaJ protein"
			mips_06_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At2g34860	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_05
			mips_06
			mips_06_01
			mips_06_04
			mips_08
			mips_08_04
			mips_08_07
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_03
			mips_40_07
			mips_99
	at_At3g47940	mips_06_01	"heat shock protein-like protein"
			mips_11_01_05
	at_At4g09350	mips_06_01	"putative protein"
			mips_11_01_05
			mips_30_07
	at_At4g28480	mips_05_04	"heat-shock protein"
			mips_06_01
			mips_11_01_05
	at_At5g25530	mips_03	"heat-shock protein - like"
			mips_03_03
			mips_03_03_01
			mips_06_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_63_01
	at_At5g27470 -	mips_04_03	"seryl-tRNA synthetase"
			mips_04_03_03
			mips_05_10
	Validation Accuracy: 5/9 (55.56%)
	Validation Frequency class 'mips_11_01': 85/2658 (3.20%)

	Evaluation on propertest data (4472 items):
	at_At1g75690	mips_03_03	"unknown protein"
			mips_05
			mips_06_01
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_30_04
			mips_40_16
	at_At2g20560	mips_11_01_05	"putative heat shock protein"
	at_At2g35720 -	mips_37	"putative DnaJ protein"
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At2g01710 -	mips_02	"unknown protein"
			mips_02_11
			mips_06_01
	at_At3g57340	mips_05	"dnaJ-like protein"
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At4g10130	mips_06_01	"putative protein"
			mips_11_01_05
	at_At4g13830	mips_06_01	"DnaJ-like protein"
			mips_11_01_05
			mips_30_07
	at_At4g25630 -	mips_04_01	"fibrillarin - like protein"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_40_10_07
	at_At5g23240 -	mips_06_01	"putative protein"
	at_At5g05750 -	mips_06_01	"DnaJ-like protein"
	Propertest Accuracy: 5/10 (50.00%)
	Propertest Frequency class 'mips_11_01': 177/4472 (3.96%)

	New (unknown) data (2658 items):
	at_At2g05250 -	no entry	null
	at_At2g38000 -	no entry	null
	at_At5g50510 -	no entry	null
	at_At5g61670 -	no entry	null
	at_At5g66950 -	no entry	null
	at_At3g47650 -	no entry	null
	at_At5g17840 -	no entry	null


------------------
Rule 5797
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,acanthomorpha) = 1
	->  class mips_20_03 "nutrients uptake and absorption (eg. digestion)"

	Evaluation on training data (5270 items):
	at_At1g31450 -	mips_06_13	"hypothetical protein"
	at_At1g66180 -	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g69100	mips_06_13	"hypothetical protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g79720	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At2g17760	mips_06_13	"putative chloroplast nucleoid DNA-binding protein"
			mips_20_03
	at_At2g42980 -	mips_06_13_99	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g28010 -	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g09750	mips_06_13_99	"unknown protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g36670	mips_04	"putative protease"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_99
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51330	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_At3g52500	mips_06	"Unknown protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At1g11910	mips_06_13_99	"putative aspartic proteinase"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g61820 -	mips_06_13	"unknown protein"
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At4g16560	mips_01_25	"hypothetical protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At4g22050	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10080 -	mips_06_07	"predicted GPI-anchored protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10760	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g10770	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g19110	mips_20_03	"dermal glycoprotein - like"
			mips_40_25
	at_At5g37540	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At5g45120	mips_06_13_04	"chloroplast nucleoid DNA-binding protein-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g33340	mips_04	"putative protein"
			mips_06
			mips_06_13
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g01300	mips_06_13_99	"chloroplast nucleoid DNA binding protein, putative"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g77480	mips_04	"nucellin-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At4g04460 -	mips_06	"putative aspartic protease"
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	Training Accuracy: 19/26 (73.08%)
	Training Frequency class 'mips_20_03': 44/5270 (0.83%)

	Evaluation on validation data (2658 items):
	at_At1g49050	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g03230 -	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g62290	mips_06_13_99	"putative aspartic protease (At1g62290)"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g05840	mips_06_13_99	"unknown protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51340	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At3g51360 -	mips_06_13	"putative protein"
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At3g12700	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
	at_At5g07030	mips_06_13_99	"nucleoid DNA-binding-like protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g33350	mips_06_13_99	"putative protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	Validation Accuracy: 7/10 (70.00%)
	Validation Frequency class 'mips_20_03': 16/2658 (0.60%)

	Evaluation on propertest data (4472 items):
	at_At1g25510 -	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_06_13_99
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g03220	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g64830	mips_06_13	"hypothetical protein"
			mips_20_03
	at_At1g08210	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At2g03200	mips_04	"putative chloroplast nucleoid DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
			mips_99
	at_At2g28030 -	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At2g28040	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g28220 -	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_40_25
	at_At3g02740 -	mips_06_13_04	"aspartyl protease - like predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g18490	mips_04_05	"putative chloroplast nucleoid DNA-binding protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At3g20015	mips_06_13_04	"putative nucleoid chloroplast DNA-binding protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At3g25700 -	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g42550	mips_06_13	"putative protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g12920 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g30040	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g19120 -	mips_06_13_04	"conglutin gamma - like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g22850	mips_06_13_04	"protease-like protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g43100	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	Propertest Accuracy: 11/18 (61.11%)
	Propertest Frequency class 'mips_20_03': 26/4472 (0.58%)

	New (unknown) data (2658 items):
	at_At3g51350 -	no entry	null
	at_At4g35880 -	no entry	null


------------------
Rule 2977
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,genew) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 0
	->  class mips_25_03 "plant development"

	Evaluation on training data (5270 items):
	at_At1g14960	mips_25_03	"major latex protein, putative"
	at_At1g24000	mips_11	"hypothetical protein"
			mips_11_01
			mips_25
			mips_25_03
	at_At1g24020	mips_11_01	"pollen allergen-like protein"
			mips_25_03
	at_At1g70850	mips_25_03	"putative protein"
	at_At3g26460	mips_25_03	"major latex protein, putative"
	at_At4g14060	mips_25_03	"major latex protein like"
	at_At5g28010	mips_11	"major latex protein homolog - like"
			mips_11_01
			mips_25
			mips_25_03
			mips_98
	at_At5g45860 -	mips_04_05_99	"putative protein"
	at_At5g05440 -	mips_04_05_99	"unknown protein"
	Training Accuracy: 7/9 (77.78%)
	Training Frequency class 'mips_25_03': 98/5270 (1.86%)

	Evaluation on validation data (2658 items):
	at_At1g30990	mips_11	"F17F8.9"
			mips_11_01
			mips_25
			mips_25_03
			mips_98
	at_At1g60950 -	mips_67	"ferrodoxin precursor"
			mips_67_15
	at_At3g26450	mips_11	"major latex protein, putative"
			mips_11_01
			mips_25
			mips_25_03
			mips_98
	at_At4g23670	mips_25_03	"putative major latex protein"
	at_At5g53160 -	mips_04_05_99	"putative protein"
	Validation Accuracy: 3/5 (60.00%)
	Validation Frequency class 'mips_25_03': 55/2658 (2.07%)

	Evaluation on propertest data (4472 items):
	at_At1g35260	mips_25_03	"unknown protein"
	at_At1g70870	mips_25_03	"hypothetical protein"
	at_At1g70880	mips_11_01	"hypothetical protein"
			mips_25_03
	at_At2g01530	mips_25_03	"unknown protein"
	at_At2g26040 -	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At2g27510 -	mips_67_15	"putative ferredoxin"
	at_At2g38310 -	mips_04_05_99	"unknown protein"
	at_At2g40330 -	mips_04_05_99	"unknown protein"
	at_At4g17870 -	mips_04_05_99	"unknown protein"
	at_At4g23680	mips_25_03	"putative major latex protein"
	at_At5g10000 -	mips_67_15	"putative protein"
	at_At5g28000	mips_25_03	"putative protein"
	at_At5g45870 -	mips_04_05_99	"putative protein"
	Propertest Accuracy: 6/13 (46.15%)
	Propertest Frequency class 'mips_25_03': 87/4472 (1.95%)

	New (unknown) data (2658 items):
	at_At1g14930 -	no entry	null
	at_At1g14940 -	no entry	null
	at_At1g23130 -	no entry	null
	at_At1g35310 -	no entry	null
	at_At1g70890 -	no entry	null
	at_At2g42600 -	no entry	null
	at_At4g14890 -	no entry	null
	at_At1g53310 -	no entry	null
	at_At2g01520 -	no entry	null
	at_At1g23120 -	no entry	null
	at_At1g32550 -	no entry	null
	at_At1g70830 -	no entry	null
	at_At1g70840 -	no entry	null
	at_At1g10960 -	no entry	null
	at_At1g14950 -	no entry	null
	at_At2g25770 -	no entry	null
	at_At3g14940 -	no entry	null


------------------
Rule 3053
	eval(_1,_2,0.0-9.0e-25),classification(_2,hymenoptera) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	->  class mips_40_27 "extracellular / secretion proteins"

	Evaluation on training data (5270 items):
	at_At1g50050	mips_11_05_03	"pathogenesis-related protein 1b precursor (pr-1b), putative"
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At2g19980	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
	at_At2g19990	mips_11_05_03	"pathogenesis-related protein (PR-1)"
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At3g19690	mips_11_05_03	"PR-1 protein, putative"
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At4g07820 -	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
	at_At4g30320	mips_11_05_05	"PR-1-like protein"
			mips_11_05_05_99
			mips_40_27
	at_At4g31470	mips_11_05_05	"pathogenesis-related protein homolog"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g33720 -	mips_11_05_03	"pathogenesis-related protein 1 precursor, 19.3K"
			mips_11_05_05
			mips_11_05_05_99
	at_At4g33730	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	at_At1g01310	mips_11	"pathogenesis related protein, putative"
			mips_11_05
			mips_11_05_03
			mips_40
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_99
	Training Accuracy: 8/10 (80.00%)
	Training Frequency class 'mips_40_27': 119/5270 (2.26%)

	Evaluation on validation data (2658 items):
	at_At3g09590	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g25780	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g33710 -	mips_11_05_03	"pathogenesis-related protein 1 precursor, 18.9K"
			mips_11_05_05
			mips_11_05_05_99
	at_At5g57625	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_40_27': 49/2658 (1.84%)

	Evaluation on propertest data (4472 items):
	at_At1g50060 -	mips_11	"branched-chain amino acid aminotransferase, putative"
			mips_11_05
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
			mips_99
	at_At2g14610 -	mips_11_05_05	"pathogenesis-related PR-1-like protein"
			mips_11_05_05_99
	at_At2g19970 -	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
	at_At5g26130 -	mips_11_05	"pathogenesis-related protein - like"
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
	at_At5g66590	mips_11	"Unknown protein (K1F13.27)"
			mips_11_05
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At5g02730 -	mips_11_05_03	"pathogenesis related protein - like"
			mips_11_05_05
			mips_11_05_05_99
	Propertest Accuracy: 1/6 (16.67%)
	Propertest Frequency class 'mips_40_27': 105/4472 (2.35%)

	New (unknown) data (2658 items):
	at_At2g14580 -	no entry	null


------------------
Rule 5535
	eval(_1,_2,0.0-9.0e-25),keyword(_2,activator) = 1
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,rhodobacterales) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridium),db_ref(_2,pfam) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,1005.0-6487.0),classification(_2,schizosaccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	->  class mips_02_25 "oxidation of fatty acids"

	Evaluation on training data (5270 items):
	at_At1g20490	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g20500	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At1g20560	mips_01_06_01_01	"unknown protein (At1g20560)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g21530	mips_02	"amp-binding protein, putative"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g21540	mips_01_05_01_01_03	"amp-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g51680	mips_01_06_01_01	"4-coumarate--coenzyme A ligase (At4CL1)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g55320 -	mips_01_05_01_01_03	"acetyl-CoA synthetase, putative"
			mips_01_06_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At1g65880	mips_01_06_01	""
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_02_99
			mips_30_01
	at_At1g66120	mips_01_06_01_01	"hypothetical protein"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g68270	mips_02	"putative amp-binding protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_25
	at_At1g75960	mips_01_05_01_01_03	"AMP-binding protein, putative"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g76290	mips_01_05_01_01_03	"putative AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_40_19
	at_At1g77240	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g16910	mips_01_06_01	"AMP-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_20_03
			mips_40_27
			mips_40_27_99
	at_At1g07420 -	mips_01_06	"unknown protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At3g23790	mips_01_06_01_01	"AMP-binding protein, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
	at_At4g19010	mips_01_05_01_01_03	"4-coumarate-CoA ligase - like"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g16340	mips_01_05_01_01	"AMP-binding protein"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	Training Accuracy: 16/18 (88.89%)
	Training Frequency class 'mips_02_25': 30/5270 (0.57%)

	Evaluation on validation data (2658 items):
	at_At1g65060	mips_01_05_01_01_03	"4-coumarate:CoA ligase 3 (4CL3)"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g20480	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At4g33010 -	mips_01_01_01_11	"P-Protein - like protein"
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At5g35930 -	mips_01_20_37	"unknown protein"
			mips_01_20_37_03
			mips_11_05_03
	at_At5g47910 -	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At5g63380	mips_01_05_01_01_03	"4-coumarate-CoA ligase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Validation Accuracy: 3/6 (50.00%)
	Validation Frequency class 'mips_02_25': 16/2658 (0.60%)

	Evaluation on propertest data (4472 items):
	at_At1g20510	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g30520	mips_01_05_01_01_03	"unknown protein (At1g30520)"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g65890	mips_01_06_01_01	"putative protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g77590 -	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_25_05_25
	at_At1g62940	mips_01_06_01_01	"4-coumarate:coenzyme A ligase, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At2g17650	mips_01_06_01_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_35_01
			mips_02_25
	at_At2g47240 -	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At3g16170	mips_01_05_01_01	"long-chain acyl-CoA like synthetase"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_05_99
			mips_40_19
	at_At3g21230	mips_02	"putative 4-coumarate:CoA ligase 2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g21240	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase 2"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g48990	mips_01_05_01_01	"4-coumarate-CoA ligase -like protein"
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At4g14070 -	mips_01_06_01	"A6 anther-specific protein (Z97335.16)"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At5g16370	mips_01_05_01_01_03	"AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g23050 -	mips_01_05_01_01_03	"acetyl-CoA synthetase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g36880 -	mips_01_05_01_01_03	"acetyl-CoA synthetase"
			mips_01_06_01
			mips_01_06_01_05
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	Propertest Accuracy: 10/15 (66.67%)
	Propertest Frequency class 'mips_02_25': 19/4472 (0.42%)

	New (unknown) data (2658 items):
	at_At4g05160 -	no entry	null


------------------
Rule 4481
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,archaea),db_ref(_2,hamap) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rickettsia),db_ref(_2,tigrfams) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,complete_proteome) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,mycobacterium) = 1
	->  class mips_02_25 "oxidation of fatty acids"

	Evaluation on training data (5270 items):
	at_At1g73480	mips_01_06_04	"putative lysophospholipase (At1g73480)"
			mips_02_25
	at_At1g77420	mips_01_05_01_01_09	"putative lipase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At2g47630	mips_01	"putative phospholipase"
			mips_02
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11
			mips_11_01
			mips_13
			mips_13_11
	at_At2g39400	mips_01	"phospholipase like protein"
			mips_02
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11
			mips_11_01
			mips_13
			mips_13_11
	at_At2g39420	mips_01_06_04	"phospholipase like protein"
			mips_02_25
	at_At3g55190	mips_01_02	"lipase -like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g19290	mips_01_06_04	"phospholipase - like protein"
			mips_02_25
	at_At5g25770 -	mips_01_06_04	"putative protein"
	Training Accuracy: 7/8 (87.50%)
	Training Frequency class 'mips_02_25': 30/5270 (0.57%)

	Evaluation on validation data (2658 items):
	at_At1g52760	mips_01_06_04	"lipase like protein"
			mips_02_25
	at_At1g63000 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
	at_At1g75290 -	mips_01_03	"NADPH oxidoreductase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At2g39410	mips_01_06_04	"putative phospholipase"
			mips_02_25
	at_At3g55180	mips_01_06_04	"lipase -like protein"
			mips_02_25
	at_At5g11650	mips_02	"lysophospholipase - like protein"
			mips_01_05_01
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11_01
			mips_13_11
	at_At5g14980	mips_01_02	"lysophospholipase -like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g16120	mips_01_05_01_01_09	"lipase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	Validation Accuracy: 6/8 (75.00%)
	Validation Frequency class 'mips_02_25': 16/2658 (0.60%)

	Evaluation on propertest data (4472 items):
	at_At1g68900 -	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_07_01
	at_At1g06550 -	mips_01_06_01	"3-hydroxyisobutyryl-coenzyme A hydrolase, putative"
			mips_01_06_04
	at_At1g11090	mips_01_06_04	"lysophospholipase isolog"
			mips_02_25
	Propertest Accuracy: 1/3 (33.33%)
	Propertest Frequency class 'mips_02_25': 19/4472 (0.42%)

	New (unknown) data (2658 items):
	at_At3g26820 -	no entry	null
	at_At3g50790 -	no entry	null
	at_At5g41130 -	no entry	null
	at_At1g54570 -	no entry	null
	at_At1g34340 -	no entry	null
	at_At5g49950 -	no entry	null
	at_At5g41120 -	no entry	null


------------------
Rule 3488
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,54204.0-74022.0) = 1
	eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,multigene_family),desc(_2,probable) = 0
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,mycoplasma_genitalium),desc(_2,homolog) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),keyword(_2,repeat) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,interpro),desc(_2,region) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,xenopus_laevis__african_clawed_frog_),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
	->  class mips_08_01 "nuclear transport"

	Evaluation on training data (5270 items):
	at_At1g23180	mips_06	"unknown protein"
			mips_06_04
			mips_08_01
			mips_30
			mips_30_10_05
			mips_40
			mips_40_10
			mips_40_10_05
			mips_63_01
	at_At1g32880	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g44120	mips_06_10	"hypothetical protein"
			mips_08_01
	at_At1g49780	mips_08_01	"hypothetical protein"
			mips_40_10_05
	at_At1g60190	mips_08_01	""
			mips_30_10_05
			mips_40_10_05
	at_At1g61350 -	mips_40_10_05	"unknown"
	at_At1g68940	mips_06_10	"hypothetical protein"
			mips_08_01
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At1g71020	mips_08_01	"unknown protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g09270	mips_08_01	"putative importin beta binding domain"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At2g27430 -	mips_03_01	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_03
			mips_05
			mips_06_04
			mips_40_10_05
	at_At2g45720	mips_03_01_05	"unknown protein"
			mips_03_01_05_03
			mips_08_01
	at_At2g46520	mips_08_01	"putative cellular apoptosis susceptibility protein"
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g19380	mips_05	"hypothetical protein"
			mips_06_04
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g26600	mips_08_01	"unknown protein"
			mips_30_10_05
			mips_40_10_05
	at_At3g46510	mips_06_04	"arm repeat containing protein homolog"
			mips_08_01
			mips_13_07
			mips_30_10_05
			mips_40_10_05
	at_At4g16490	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_03
			mips_06_04
			mips_08_01
			mips_30
			mips_30_10
			mips_30_10_05
			mips_40_03
			mips_40_10_05
			mips_63_01
	at_At4g27630	mips_08_01	"putative protein"
			mips_25_05_10
			mips_40_10_05
			mips_62_02_01_02
	at_At4g31890	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g50900	mips_08_01	"unknown protein"
			mips_40_10_05
	at_At5g02150 -	mips_40_10_05	"putative protein"
	at_At5g03070	mips_08_01	"importin alpha - like protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g01830	mips_03_01_05	"unknown protein"
			mips_03_01_05_03
			mips_03_03_01_01
			mips_08_01
			mips_30_10
			mips_40_10_05
			mips_40_10_99
	Training Accuracy: 19/22 (86.36%)
	Training Frequency class 'mips_08_01': 58/5270 (1.10%)

	Evaluation on validation data (2658 items):
	at_At1g29340	mips_08_01	"arm repeat-containing protein, putative"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g10560	mips_06	"unknown protein"
			mips_06_04
			mips_06_10
			mips_08_01
			mips_08_22
			mips_10
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_05
	at_At3g51980 -	mips_40_10_05	"hypothetical protein"
	at_At3g60350 -	mips_05	"Arm repeat containing protein - like"
			mips_06_04
			mips_40_10_05
	at_At4g21350 -	mips_03_01_05_03	"putative protein"
	at_At5g13060 -	mips_08_13	"unknown protein"
			mips_40_10_05
	at_At5g42340	mips_08_01	"arm repeat containing protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g62560	mips_06_04	"putative protein"
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
	at_At5g62600	mips_04_07	"putative protein"
			mips_04_09
			mips_08_01
			mips_40_10_05
	at_At5g64520 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_63_03
			mips_63_19
	at_At5g65920	mips_06_04	"Unknown protein (At5g65920; K14B20.9)"
			mips_06_10
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_05
	at_At5g01830	mips_06	"putative protein"
			mips_08_01
			mips_10
			mips_10_01_01
			mips_30_10
			mips_30_10_05
			mips_40_10
			mips_40_10_05
			mips_63_01
	Validation Accuracy: 7/12 (58.33%)
	Validation Frequency class 'mips_08_01': 22/2658 (0.83%)

	Evaluation on propertest data (4472 items):
	at_At1g23030	mips_03_01_05_03	"unknown protein"
			mips_08_01
			mips_40_10_05
	at_At1g67530	mips_08_01	"hypothetical protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At2g20200 -	mips_25_05_25	"hypothetical protein"
			mips_30_04
	at_At3g02840 -	mips_13_07	"unknown protein"
			mips_40_04
	at_At3g03440	mips_08_01	"unknown protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At3g05720	mips_03_01	"putative importin alpha"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08_01
			mips_40_10_05
			mips_40_10_99
	at_At3g06720	mips_03_01_05	"importin alpha"
			mips_03_01_05_03
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g08960	mips_03	"hypothetical protein"
			mips_06
			mips_06_04
			mips_08_01
			mips_14
			mips_25_05
			mips_40
			mips_40_10
			mips_63_01
	at_At3g20170 -	mips_13_07	"hypothetical protein"
	at_At3g53800	mips_03_01_05_03	"unknown protein"
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At3g54850	mips_08_01	"putative protein"
			mips_13_07
			mips_30_10_05
	at_At3g01400	mips_03_01_05_03	"unknown protein"
			mips_08_01
			mips_30_10_05
			mips_40_10_05
	at_At3g09350	mips_06_04	"hypothetical protein"
			mips_06_10
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At4g02150	mips_03	"AtKAP alpha"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_03
			mips_06
			mips_06_04
			mips_08_01
			mips_30
			mips_30_10_05
			mips_40
			mips_40_10
			mips_40_10_05
			mips_63_01
	at_At5g14510	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g19330 -	mips_08_13	"putative protein"
			mips_40_10_05
	at_At5g52000	mips_08_01	"importin alpha subunit"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At5g58680	mips_08_01	"unknown protein"
			mips_30_10_05
			mips_40_10_05
	Propertest Accuracy: 14/18 (77.78%)
	Propertest Frequency class 'mips_08_01': 47/4472 (1.05%)

	New (unknown) data (2658 items):
	at_At2g20190 -	no entry	null
	at_At3g18530 -	no entry	null
	at_At4g04680 -	no entry	null
	at_At4g15830 -	no entry	null
	at_At5g37290 -	no entry	null
	at_At5g66200 -	no entry	null
	at_At3g16760 -	no entry	null
	at_At5g37650 -	mips_98	"putative protein"
			mips_99
	at_At1g77460 -	no entry	null
	at_At1g14300 -	no entry	null
	at_At3g01450 -	no entry	null
	at_At4g36030 -	no entry	null
	at_At5g09800 -	no entry	null
	at_At5g14790 -	no entry	null


------------------
Rule 2413
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,betaproteobacteria) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,euteleostei),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,developmental_protein),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,liliopsida),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,cricetinae) = 0
	->  class mips_30_10 "nucleus"

	Evaluation on training data (5270 items):
	at_At1g13370	mips_30_10	"unknown protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g03330	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At1g35490	mips_30_10	"unknown protein"
			mips_65
	at_At1g51060	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g54560	mips_03_01_99	"histone H2A.F/Z"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g27230	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g40040	mips_30_10	"Histon H3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07660	mips_03_01_99	"histone H4"
			mips_30_10
			mips_40_10_03
	at_At1g08970	mips_03_01_99	"transcription factor like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g09200	mips_30_10	"histone H3 like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28720	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28750 -	mips_03_01_99	"pseudogene"
	at_At2g37470	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At3g20670	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g27360	mips_30	"histone H3 like protein"
			mips_30_10_03
	at_At3g46030	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g46320 -	mips_03_01_99	"histone H4-like protein"
	at_At5g10980	mips_30_10	"histon H3 protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g22880	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g27670	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g38140	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g43250	mips_03_01_99	"unknown protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g59970 -	mips_03_01	"histone H4 - like protein"
			mips_03_01_99
	at_At5g65350	mips_30_10_03	"histone H3"
	at_At5g65360	mips_30	"histone H3 (sp|P05203)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03
			mips_63_03_01
	at_At5g02560	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g54640	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	Training Accuracy: 24/27 (88.89%)
	Training Frequency class 'mips_30_10': 141/5270 (2.68%)

	Evaluation on validation data (2658 items):
	at_At1g19890	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At1g52740	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g75600	mips_30_10	"histone H3, putative"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g75610	mips_03_01	"histone H3, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_07
	at_At2g34140 -	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At3g45980	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g09480	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At5g10390	mips_30_10	"histone H3 - like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g10400	mips_30_10_03	"histone H3 - like protein"
	at_At5g12910	mips_03_01_09	"histone H3 -like protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At5g59910	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At5g61850 -	mips_14_01_03	"LFY floral meristem identity control protein, splice form 1"
	Validation Accuracy: 10/12 (83.33%)
	Validation Frequency class 'mips_30_10': 66/2658 (2.48%)

	Evaluation on propertest data (4472 items):
	at_At1g01370	mips_30_10	"centromeric histone H3 HTR12"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07820 -	mips_03	"histone H4"
			mips_03_01
			mips_03_01_99
			mips_14_04
			mips_25_05
			mips_30
	at_At1g08880	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g54690	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At2g38810	mips_03_01_99	"histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g07590 -	mips_04_05_05_01	"putative small nuclear ribonucleoprotein (Sm-D1)"
			mips_04_05_05_01_10
			mips_40_10_07
	at_At3g45930 -	mips_03_01_99	"Histone H4 - like protein"
	at_At3g53730	mips_03_01_99	"histone H4-like protein"
			mips_30_10
			mips_40_10_03
	at_At4g13570	mips_03	"histone H2A.F/Z - like protein"
			mips_03_01
			mips_03_01_11
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At4g40030	mips_30_10	"histone H3.3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g08190 -	mips_04_05_01_01	"DR1-like protein"
			mips_04_05_01_04_03
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g50490 -	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_40_10_03
	at_At5g59690 -	mips_03_01_99	"histone H4 - like protein"
	at_At5g59870	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g61870 -	mips_14_01	"LFY floral meristem identity control protein, splice form 3"
			mips_14_01_03
			mips_25_03
	Propertest Accuracy: 8/15 (53.33%)
	Propertest Frequency class 'mips_30_10': 105/4472 (2.35%)

	New (unknown) data (2658 items):
	at_At1g09950 -	no entry	null
	at_At2g47810 -	no entry	null
	at_At4g18650 -	no entry	null
	at_At4g18660 -	no entry	null
	at_At4g18680 -	no entry	null
	at_At5g27910 -	no entry	null
	at_At5g45830 -	no entry	null
	at_At3g14880 -	no entry	null
	at_At4g18690 -	no entry	null
	at_At4g21110 -	no entry	null
	at_At1g29160 -	no entry	null
	at_At1g58330 -	no entry	null


------------------
Rule 3012
	eval(_1,_2,0.0-9.0e-25),desc(_2,probable) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,saccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),sq_len(_2,349.0-485.0) = 0
	->  class mips_30_10 "nucleus"

	Evaluation on training data (5270 items):
	at_At1g70660	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g16920	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At2g33770	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g13550	mips_03_03_01_01	"ubiquitin-conjugating enzyme COP10 (COP10)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g36800 -	mips_03	"ubiquitin-protein ligase like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13
			mips_30
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g05080	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	Training Accuracy: 10/11 (90.91%)
	Training Frequency class 'mips_30_10': 141/5270 (2.68%)

	Evaluation on validation data (2658 items):
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g63800 -	mips_03_03_02	"putative ubiquitin-conjugating enzyme"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_14_04_03_03
			mips_14_04_03_05
	at_At1g75440	mips_03_01_05_01	"ubiquitin-conjugating enzyme 16, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g14400 -	mips_03_03_02	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
	at_At2g18600	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	at_At3g08700	mips_03_03_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07_05
			mips_30_10
	at_At4g18910 -	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At5g41340	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_08_13
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_30_10
	Validation Accuracy: 6/9 (66.67%)
	Validation Frequency class 'mips_30_10': 66/2658 (2.48%)

	Evaluation on propertest data (4472 items):
	at_At1g36340	mips_03	"putative ubiquitin conjugating enzyme"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At1g09940 -	mips_01_01	"putative glutamyl-tRNA reductase 2 precursor"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_30_34
			mips_30_34_07
			mips_40_16
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g23260	mips_03_03_01_01	"similar to DNA binding protein (At1g23260)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At2g02760	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g36060	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g15355	mips_03_03_01_01	"ubiquitin-conjugating like enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g46460 -	mips_03_03	"ubiquitin conjugating enzyme E2 (UBC13)"
			mips_03_03_02
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_14_04_03
			mips_14_04_03_03
			mips_48
			mips_62_01_07
	at_At3g52560 -	mips_06_07_05	"putative DNA-binding protein"
			mips_06_13_01
			mips_08_13
			mips_14_04_03_03
			mips_14_04_03_05
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g00620 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g50430	mips_03_03	"ubiquitin conjugating enzyme-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At5g59300 -	mips_03_03_02	"ubiquitin-conjugating enzyme - like"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	Propertest Accuracy: 13/18 (72.22%)
	Propertest Frequency class 'mips_30_10': 105/4472 (2.35%)

	New (unknown) data (2658 items):
	at_At1g53020 -	no entry	null


------------------
Rule 6323
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,sordariomycetes) = 1
	eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_47_03 "animal organ"

	Evaluation on training data (5270 items):
	at_At1g19250	mips_01_01	"hypothetical protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g48910	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62570	mips_01_02	"similar to glutamate synthase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g62600	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g63340	mips_01_01_99	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At2g33230	mips_01_02	"putative flavin-containing monooxygenase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g12140	mips_02	"hypothetical protein"
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g12200	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_40_27
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g28720	mips_01_07	"putative protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g07800	mips_01_01	"dimethylaniline monooxygenase-like protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	Training Accuracy: 10/10 (100.00%)
	Training Frequency class 'mips_47_03': 267/5270 (5.07%)

	Evaluation on validation data (2658 items):
	at_At1g04180	mips_01_07	"putative dimethylaniline monooxygenase"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g62540	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62580	mips_01_02	"similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62620	mips_01_02	"similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g21430	mips_01_02	"flavin-containing monooxygenases, putative"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At3g54660 -	mips_02_11	"Gluthatione reductase, chloroplast precursor"
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_67_15
	at_At4g13260	mips_01_02_01	"putative protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At5g11320	mips_02	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_99
	at_At5g45180	mips_02	"dimethylaniline monooxygenase (N-oxide-forming)-like protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	Validation Accuracy: 8/9 (88.89%)
	Validation Frequency class 'mips_47_03': 124/2658 (4.67%)

	Evaluation on propertest data (4472 items):
	at_At1g63370	mips_01_02_01	"flavin-binding monooxygenase, putative"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g12160	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g32540	mips_01_07	"dimethylaniline monooxygenase - like protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g25620	mips_01_07	"unknown protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g53460 -	mips_01_01	"NADH-dependent glutamate synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_02_11
			mips_67_15
	at_At5g61290	mips_01_01	"putative protein"
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	Propertest Accuracy: 5/6 (83.33%)
	Propertest Frequency class 'mips_47_03': 224/4472 (5.01%)

	New (unknown) data (2658 items):
	at_At1g56000 -	no entry	null


------------------
Rule 5799
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,acanthomorpha) = 1
	->  class mips_47_03 "animal organ"

	Evaluation on training data (5270 items):
	at_At1g31450 -	mips_06_13	"hypothetical protein"
	at_At1g66180	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g69100	mips_06_13	"hypothetical protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g79720 -	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At2g17760 -	mips_06_13	"putative chloroplast nucleoid DNA-binding protein"
			mips_20_03
	at_At2g42980	mips_06_13_99	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g28010	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g09750	mips_06_13_99	"unknown protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g36670 -	mips_04	"putative protease"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_99
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51330 -	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_At3g52500	mips_06	"Unknown protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At1g11910	mips_06_13_99	"putative aspartic proteinase"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g61820 -	mips_06_13	"unknown protein"
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At4g16560	mips_01_25	"hypothetical protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At4g22050	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10080	mips_06_07	"predicted GPI-anchored protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10760 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g10770 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g19110 -	mips_20_03	"dermal glycoprotein - like"
			mips_40_25
	at_At5g37540	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At5g45120	mips_06_13_04	"chloroplast nucleoid DNA-binding protein-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g33340 -	mips_04	"putative protein"
			mips_06
			mips_06_13
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g01300	mips_06_13_99	"chloroplast nucleoid DNA binding protein, putative"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g77480	mips_04	"nucellin-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At4g04460	mips_06	"putative aspartic protease"
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	Training Accuracy: 16/26 (61.54%)
	Training Frequency class 'mips_47_03': 267/5270 (5.07%)

	Evaluation on validation data (2658 items):
	at_At1g49050 -	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g03230	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g62290	mips_06_13_99	"putative aspartic protease (At1g62290)"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g05840	mips_06_13_99	"unknown protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51340 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At3g51360 -	mips_06_13	"putative protein"
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At3g12700 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
	at_At5g07030	mips_06_13_99	"nucleoid DNA-binding-like protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g33350	mips_06_13_99	"putative protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	Validation Accuracy: 5/10 (50.00%)
	Validation Frequency class 'mips_47_03': 124/2658 (4.67%)

	Evaluation on propertest data (4472 items):
	at_At1g25510	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_06_13_99
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g03220 -	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g64830 -	mips_06_13	"hypothetical protein"
			mips_20_03
	at_At1g08210 -	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At2g03200 -	mips_04	"putative chloroplast nucleoid DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
			mips_99
	at_At2g28030 -	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At2g28040	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g28220 -	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_40_25
	at_At3g02740	mips_06_13_04	"aspartyl protease - like predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g18490 -	mips_04_05	"putative chloroplast nucleoid DNA-binding protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At3g20015 -	mips_06_13_04	"putative nucleoid chloroplast DNA-binding protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At3g25700	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g42550	mips_06_13	"putative protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g12920	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g30040 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g19120	mips_06_13_04	"conglutin gamma - like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g22850 -	mips_06_13_04	"protease-like protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g43100 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	Propertest Accuracy: 7/18 (38.89%)
	Propertest Frequency class 'mips_47_03': 224/4472 (5.01%)

	New (unknown) data (2658 items):
	at_At3g51350 -	no entry	null
	at_At4g35880 -	no entry	null


------------------
Rule 5021
	eval(_1,_2,4.0e-3-0.1),classification(_2,geobacillus) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,fabales),keyword(_2,transferase) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,xenopus),desc(_2,nuclear) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc_finger),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),desc(_2,region) = 0
	->  class mips_29_99 "other transposable elements, viral and plasmid proteins"

	Evaluation on training data (5270 items):
	at_At1g21300	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g32590	mips_10_01	"hypothetical protein, 5' partial"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g35050	mips_29_01	"putative protein"
			mips_29_99
	at_At1g36620	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g42380	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At1g47520	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At1g48710 -	mips_29	"hypothetical protein"
			mips_29_02
	at_At1g57640	mips_29_01	""
			mips_29_99
	at_At1g70010	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At2g07080	mips_29_01	"putative gag-protease polyprotein"
			mips_29_99
	at_At4g19780	mips_29_01	"putative LTR retrotransposon (fragment)"
			mips_29_99
	at_At4g19790	mips_10	"putative LTR retrotransposon (fragment)"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g02830	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g05930	mips_29	"copia-like retroelement pol polyprotein"
			mips_29_01
			mips_29_99
	at_At2g07420	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g13930	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g15870	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g16000	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g20460	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g21310	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g20975	mips_29	"unknown protein, 3' partial"
			mips_29_01
			mips_29_99
	at_At3g20990	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At3g21000	mips_29_01	"unknown protein"
			mips_29_02
			mips_29_99
	at_At3g22340	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g59720 -	mips_29_01	"copia-type reverse transcriptase-like protein"
	at_At4g04560	mips_29_01	"putative transposon protein"
			mips_29_99
	at_At4g09480	mips_29_01	"putative protein"
			mips_29_99
	at_At4g17450	mips_29_01	"retrotransposon like protein"
			mips_29_02
			mips_29_99
	at_At5g35710	mips_29_01	"unknown protein"
			mips_29_99
	Training Accuracy: 27/29 (93.10%)
	Training Frequency class 'mips_29_99': 73/5270 (1.39%)

	Evaluation on validation data (2658 items):
	at_At1g26990	mips_29	"polyprotein, putative"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g29940 -	mips_04_01	"DNA-directed RNA polymerase subunit, putative"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_20
			mips_40_10_07
			mips_40_10_99
	at_At1g34070	mips_10_01	"putative protein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g37110	mips_29_01	""
			mips_29_99
	at_At1g58140 -	mips_29_01	"hypothetical protein"
			mips_29_02
	at_At1g63020 -	mips_04_05_01_01	"RNA polymerase IIA largest subunit, putative"
	at_At1g21220	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g21280	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At2g04820	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g21030	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At3g21040	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g21050	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g29540	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At3g45520	mips_29_01	"copia-like polyprotein"
			mips_29_99
	at_At4g04290	mips_29_01	"putative reverse transcriptase"
			mips_29_99
	at_At4g09540	mips_29_01	"putative protein"
			mips_29_99
	Validation Accuracy: 13/16 (81.25%)
	Validation Frequency class 'mips_29_99': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g34100	mips_29_01	"putative protein"
			mips_29_99
	at_At1g36830 -	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g53810	mips_29_01	""
			mips_29_99
	at_At2g05960	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g07010	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g38520	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g18090 -	mips_04_05_01_01	"DNA-directed RNA polymerase II second largest chain, putative"
			mips_40_10_99
			mips_63_03_01
	at_At3g21010	mips_29_01	"unknown protein"
			mips_29_99
	at_At3g25450 -	mips_10_01_01	"hypothetical protein"
			mips_29
	at_At3g23780 -	mips_04_01	"DNA-directed RNA polymerase subunit, putative"
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_99
	at_At3g31380	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At3g31970 -	mips_03_01_05_03	"hypothetical protein"
	at_At3g55300 -	mips_10_01	"putative protein"
			mips_10_01_01
			mips_29
			mips_29_02
	at_At4g10980	mips_29_01	"putative protein"
			mips_29_99
	at_At4g21360	mips_29_01	"putative transposable element"
			mips_29_02
			mips_29_99
	at_At4g21710 -	mips_04_05_01_01	"DNA-directed RNA polymerase (EC 2.7.7.6) II second largest chain"
			mips_40_10_99
			mips_63_03_01
	at_At4g27200	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At4g04440	mips_29_01	"putative transposon protein"
			mips_29_02
			mips_29_99
	at_At4g15860	mips_10	"retrotransposon like protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
			mips_99
	at_At4g16020	mips_29_01	"retrotransposon like protein"
			mips_29_99
	at_At5g45140 -	mips_04_01	"DNA-directed RNA polymerase subunit"
			mips_04_01_01
			mips_04_05_01_01
	at_At5g60040 -	mips_04_01	"DNA-directed RNA polymerase - like protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_40_10_99
	Propertest Accuracy: 13/22 (59.09%)
	Propertest Frequency class 'mips_29_99': 64/4472 (1.43%)

	New (unknown) data (2658 items):
	at_At1g36110 -	no entry	null
	at_At1g60020 -	mips_29	"hypothetical protein"
	at_At2g03080 -	no entry	null
	at_At2g11190 -	mips_29	"putative retroelement pol polyprotein"
	at_At2g16840 -	no entry	null
	at_At3g29500 -	no entry	null
	at_At3g43510 -	no entry	null
	at_At4g16010 -	no entry	null
	at_At4g22060 -	no entry	null
	at_At1g10260 -	no entry	null
	at_At2g07550 -	no entry	null
	at_At2g11220 -	no entry	null
	at_At3g21020 -	no entry	null
	at_At3g29440 -	mips_29	"hypothetical protein"
	at_At4g02960 -	mips_29	"putative polyprotein of LTR transposon"
	at_At4g04380 -	no entry	null
	at_At5g53670 -	no entry	null
	at_At1g21290 -	no entry	null
	at_At2g06950 -	no entry	null
	at_At2g10100 -	no entry	null
	at_At2g14940 -	no entry	null
	at_At2g21460 -	no entry	null
	at_At3g20980 -	no entry	null
	at_At3g29782 -	no entry	null
	at_At4g20220 -	no entry	null


------------------
Rule 3841
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,ascomycota),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,xenopus),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),keyword(_2,mitochondrion) = 1
	->  class mips_29_99 "other transposable elements, viral and plasmid proteins"

	Evaluation on training data (5270 items):
	at_At1g25430	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g29650	mips_03_01_05_01	"reverse transcriptase, putative"
			mips_29_01
			mips_29_99
	at_At1g47850	mips_03_01_05_01	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At2g05550	mips_29_02	"putative non-LTR retroelement reverse transcriptase"
			mips_29_99
	at_At2g05980	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_29
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_98
	at_At2g07650	mips_29_01	"putative non-LTR retrolelement reverse transcriptase"
			mips_29_99
	at_At2g14430	mips_03_01_05	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g19100	mips_03_01_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_02
			mips_29_99
	at_At2g25550	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g31080	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g45230 -	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_29
			mips_29_02
	at_At3g32110	mips_03_01_05_01	"non-LTR reverse transcriptase, putative"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g08830	mips_29	"putative protein"
			mips_29_02
			mips_29_99
	at_At4g09710	mips_03_01_03	"RNA-directed DNA polymerase -like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g25540 -	mips_03_01_05	"putative DNA mismatch repair protein"
	at_At4g26360	mips_03_01_03	"putative protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_99
	Training Accuracy: 14/16 (87.50%)
	Training Frequency class 'mips_29_99': 73/5270 (1.39%)

	Evaluation on validation data (2658 items):
	at_At1g31030 -	mips_03_01_05_01	"F17F8.5"
			mips_29_01
	at_At1g36160 -	mips_01_06_10	"hypothetical protein, 3' partial"
			mips_63_21
			mips_63_21_15
	at_At1g50840 -	mips_40_37	"unknown protein"
	at_At2g15380	mips_29	"putative non-LTR retroelement reverse transcriptase"
			mips_29_02
			mips_29_99
	at_At2g16680	mips_03_01_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g23880 -	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_29_02
	at_At2g01840	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At3g20540 -	mips_40_37	"DNA polymerase, putative"
	Validation Accuracy: 3/8 (37.50%)
	Validation Frequency class 'mips_29_99': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g31100	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g36170 -	mips_01	"acetyl-CoA carboxylase, putative, 5' partial"
			mips_01_06
			mips_01_06_01
			mips_01_06_10
			mips_01_07
			mips_40
			mips_40_16
			mips_63_19
			mips_63_21
			mips_63_21_15
	at_At1g36180 -	mips_01_06_01	"acetyl-CoA carboxylase, putative"
			mips_01_06_10
			mips_01_07
			mips_40_07
			mips_63_21
			mips_63_21_15
	at_At1g10160	mips_03_01_05_01	"putative reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g01550 -	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
	at_At2g07730	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g11250	mips_03	"pseudogene"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_99
	at_At2g15510	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_99
	at_At2g17910	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g18820	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_99
			mips_63
			mips_63_03
	at_At2g31520	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g46470 -	mips_02_11	"putative cytochrome oxidase biogenesis protein"
			mips_02_11_05
			mips_02_13
			mips_06_10
			mips_08_04
			mips_30_16
	at_At3g24320 -	mips_03_01	"mismatch binding protein, putative"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03
			mips_03_03_02
			mips_03_03_02_03
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_01
	at_At3g25480 -	mips_03_01_03	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
	at_At3g27380 -	mips_02_10	"succinate dehydrogenase iron-protein subunit, putative"
			mips_02_11_05
			mips_02_13
	at_At3g31420	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g10830	mips_03_01_05_01	"putative protein"
			mips_29_01
			mips_29_99
	at_At4g12180	mips_03_01	"putative reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g32700 -	mips_03_01_03	"putative protein"
			mips_03_01_05
			mips_40_10_99
			mips_40_37
	at_At4g02490	mips_03_01_03	""
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At5g09910 -	mips_08_07	"unknown protein"
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_40_08
			mips_63_19
	Propertest Accuracy: 12/21 (57.14%)
	Propertest Frequency class 'mips_29_99': 64/4472 (1.43%)

	New (unknown) data (2658 items):
	at_At2g28980 -	no entry	null
	at_At4g04000 -	no entry	null
	at_At1g24640 -	no entry	null


------------------
Rule 5033
	eval(_1,_2,4.0e-3-0.1),classification(_2,xenopus),desc(_2,nuclear) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,culicoidea),db_ref(_2,smart) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc_finger),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	->  class mips_29_01 "LTR retroelements (retroviral)"

	Evaluation on training data (5270 items):
	at_At1g21300	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g32590	mips_10_01	"hypothetical protein, 5' partial"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g35050	mips_29_01	"putative protein"
			mips_29_99
	at_At1g36620	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g42380	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At1g47520	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At1g48710 -	mips_29	"hypothetical protein"
			mips_29_02
	at_At1g57640	mips_29_01	""
			mips_29_99
	at_At1g70010	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At2g07080	mips_29_01	"putative gag-protease polyprotein"
			mips_29_99
	at_At2g12010 -	mips_10_01	"pseudogene"
			mips_10_01_01
			mips_29
			mips_29_02
	at_At4g19780	mips_29_01	"putative LTR retrotransposon (fragment)"
			mips_29_99
	at_At4g19790	mips_10	"putative LTR retrotransposon (fragment)"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g02830	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g05930	mips_29	"copia-like retroelement pol polyprotein"
			mips_29_01
			mips_29_99
	at_At2g07420	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g11180	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
	at_At2g13930	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g15870	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g15920	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g16000	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g17490	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
	at_At2g20460	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g21310	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g20975	mips_29	"unknown protein, 3' partial"
			mips_29_01
			mips_29_99
	at_At3g20990	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At3g21000	mips_29_01	"unknown protein"
			mips_29_02
			mips_29_99
	at_At3g22340	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g59720	mips_29_01	"copia-type reverse transcriptase-like protein"
	at_At4g04560	mips_29_01	"putative transposon protein"
			mips_29_99
	at_At4g07850	mips_03_01_03	"putative polyprotein"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At4g09480	mips_29_01	"putative protein"
			mips_29_99
	at_At4g17450	mips_29_01	"retrotransposon like protein"
			mips_29_02
			mips_29_99
	at_At5g35710	mips_29_01	"unknown protein"
			mips_29_99
	at_At4g04120 -	mips_10	"putative reverse transcriptase"
			mips_10_01_01
	Training Accuracy: 32/35 (91.43%)
	Training Frequency class 'mips_29_01': 72/5270 (1.37%)

	Evaluation on validation data (2658 items):
	at_At1g26990	mips_29	"polyprotein, putative"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g29940 -	mips_04_01	"DNA-directed RNA polymerase subunit, putative"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_20
			mips_40_10_07
			mips_40_10_99
	at_At1g34070	mips_10_01	"putative protein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g37110	mips_29_01	""
			mips_29_99
	at_At1g47360	mips_29_01	"polyprotein, putative"
			mips_29_02
			mips_29_99
	at_At1g58140	mips_29_01	"hypothetical protein"
			mips_29_02
	at_At1g63020 -	mips_04_05_01_01	"RNA polymerase IIA largest subunit, putative"
	at_At1g21220	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g21280	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At2g04820	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g11140	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g21030	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At3g21040	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g21050	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g29540	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At3g45520	mips_29_01	"copia-like polyprotein"
			mips_29_99
	at_At4g04290	mips_29_01	"putative reverse transcriptase"
			mips_29_99
	at_At4g04410	mips_29	"putative polyprotein"
			mips_29_01
	at_At4g09540	mips_29_01	"putative protein"
			mips_29_99
	Validation Accuracy: 17/19 (89.47%)
	Validation Frequency class 'mips_29_01': 38/2658 (1.43%)

	Evaluation on propertest data (4472 items):
	at_At1g34090	mips_29	"putative protein"
			mips_29_01
			mips_29_99
	at_At1g34100	mips_29_01	"putative protein"
			mips_29_99
	at_At1g36830	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g53810	mips_29_01	""
			mips_29_99
	at_At2g05960	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g06190 -	mips_03_01_05_03	"putative Ty3-gypsy-like retroelement pol polyprotein"
	at_At2g07010	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g38520	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g04490	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g18090 -	mips_04_05_01_01	"DNA-directed RNA polymerase II second largest chain, putative"
			mips_40_10_99
			mips_63_03_01
	at_At3g21010	mips_29_01	"unknown protein"
			mips_29_99
	at_At3g25450 -	mips_10_01_01	"hypothetical protein"
			mips_29
	at_At3g60170	mips_29_01	"putative protein"
			mips_29_99
	at_At3g23780 -	mips_04_01	"DNA-directed RNA polymerase subunit, putative"
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_99
	at_At3g31380	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At3g31970 -	mips_03_01_05_03	"hypothetical protein"
	at_At3g55300 -	mips_10_01	"putative protein"
			mips_10_01_01
			mips_29
			mips_29_02
	at_At4g10980	mips_29_01	"putative protein"
			mips_29_99
	at_At4g21360	mips_29_01	"putative transposable element"
			mips_29_02
			mips_29_99
	at_At4g21710 -	mips_04_05_01_01	"DNA-directed RNA polymerase (EC 2.7.7.6) II second largest chain"
			mips_40_10_99
			mips_63_03_01
	at_At4g27200	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At4g04280	mips_29_01	"putative transposon protein"
			mips_29_02
	at_At4g04440	mips_29_01	"putative transposon protein"
			mips_29_02
			mips_29_99
	at_At4g15860	mips_10	"retrotransposon like protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
			mips_99
	at_At4g16020	mips_29_01	"retrotransposon like protein"
			mips_29_99
	at_At5g45140 -	mips_04_01	"DNA-directed RNA polymerase subunit"
			mips_04_01_01
			mips_04_05_01_01
	at_At5g60040 -	mips_04_01	"DNA-directed RNA polymerase - like protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_40_10_99
	Propertest Accuracy: 18/27 (66.67%)
	Propertest Frequency class 'mips_29_01': 61/4472 (1.36%)

	New (unknown) data (2658 items):
	at_At1g31210 -	no entry	null
	at_At1g36110 -	no entry	null
	at_At1g60020 -	mips_29	"hypothetical protein"
	at_At4g27210 -	no entry	null
	at_At2g03080 -	no entry	null
	at_At2g07400 -	no entry	null
	at_At2g11190 -	mips_29	"putative retroelement pol polyprotein"
	at_At2g16840 -	no entry	null
	at_At2g19840 -	no entry	null
	at_At3g28160 -	no entry	null
	at_At3g29500 -	no entry	null
	at_At3g43510 -	no entry	null
	at_At4g07590 -	no entry	null
	at_At4g12200 -	no entry	null
	at_At4g16010 -	no entry	null
	at_At4g22060 -	no entry	null
	at_At1g10260 -	no entry	null
	at_At2g06840 -	no entry	null
	at_At2g07550 -	no entry	null
	at_At2g11220 -	no entry	null
	at_At2g11230 -	no entry	null
	at_At3g21020 -	no entry	null
	at_At3g29440 -	mips_29	"hypothetical protein"
	at_At4g02960 -	mips_29	"putative polyprotein of LTR transposon"
	at_At4g04380 -	no entry	null
	at_At4g00980 -	no entry	null
	at_At5g35820 -	no entry	null
	at_At5g53670 -	no entry	null
	at_At1g21290 -	no entry	null
	at_At2g06950 -	no entry	null
	at_At2g10100 -	no entry	null
	at_At2g14940 -	no entry	null
	at_At2g21460 -	no entry	null
	at_At3g20980 -	no entry	null
	at_At3g29460 -	no entry	null
	at_At3g29782 -	no entry	null
	at_At4g20220 -	no entry	null
	at_At5g16710 -	no entry	null


------------------
Rule 2973
	eval(_1,_2,4.0e-3-0.1),db_ref(_2,hamap) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,viruses) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
	->  class mips_29_01 "LTR retroelements (retroviral)"

	Evaluation on training data (5270 items):
	at_At1g20390	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At2g11940	mips_03_01_05	"putative retroelement gag/pol polyprotein"
			mips_03_01_05_03
			mips_29_01
	at_At2g06170 -	mips_03_01_05_03	"putative Ty3-gypsy-like retroelement pol polyprotein"
	at_At2g06470	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g06890	mips_03_01	"putative retroelement integrase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g07660	mips_03	"putative retroelement pol polyprotein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
			mips_63_03
	at_At2g10690 -	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At2g12930	mips_03_01_03	"pseudogene"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At2g14040	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g14640	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g15100	mips_03_01_03	"putative retroelement pol polyprotein"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At3g31530	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
			mips_63
			mips_63_03
	at_At4g07600	mips_03_01	""
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At4g04230	mips_03_01_05_03	"putative transposon protein"
			mips_29_01
	Training Accuracy: 12/14 (85.71%)
	Training Frequency class 'mips_29_01': 72/5270 (1.37%)

	Evaluation on validation data (2658 items):
	at_At1g36120 -	mips_03_01_03	"putative reverse transcriptase gb|AAD22339.1"
			mips_03_01_05
			mips_03_01_05_03
	at_At1g36590 -	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
	at_At2g14400 -	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At2g04670	mips_03_01	"putative retroelement pol polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g05610	mips_03_01	"putative retroelement pol polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g10830	mips_03_01_03	"pseudogene"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At2g12040 -	mips_03_01_03	"T10J7.2"
			mips_03_01_05
			mips_03_01_05_03
	at_At3g06800 -	mips_67_15	"hypothetical protein"
	at_At4g03800	mips_03_01_03	""
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	Validation Accuracy: 4/9 (44.44%)
	Validation Frequency class 'mips_29_01': 38/2658 (1.43%)

	Evaluation on propertest data (4472 items):
	at_At1g35370	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g37060 -	mips_03_01_05_03	"Athila retroelment ORF 1, putative"
	at_At1g37200	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_06_13
			mips_29
			mips_29_01
	at_At2g13340	mips_03_01	"F14O4.9"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_05
			mips_29_01
			mips_63_17_09
	at_At2g29120 -	mips_08	"putative ligand-gated ion channel protein (AtGLR2.7)"
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
	at_At2g35050 -	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At2g14650 -	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At3g11970	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_03
			mips_29_01
	at_At3g44650	mips_03_01_05	"putative protein"
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g10580	mips_03_01_05_03	"putative reverse-transcriptase -like protein"
			mips_29_01
	at_At4g02490	mips_03_01_03	""
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g08100	mips_03_01	"putative polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	Propertest Accuracy: 8/12 (66.67%)
	Propertest Frequency class 'mips_29_01': 61/4472 (1.36%)

	New (unknown) data (2658 items):
	at_At1g30390 -	no entry	null


------------------
Rule 3848
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,tigr) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,dna_binding) = 1
	->  class mips_29_02 "non-LTR retroelements"

	Evaluation on training data (5270 items):
	at_At1g34620	mips_29	"Mutator-like protein"
			mips_29_02
			mips_29_99
	at_At1g44840	mips_29_02	"hypothetical protein"
	at_At1g80010	mips_10	"hypothetical protein"
			mips_29
			mips_29_02
	at_At3g47280	mips_29	"putative protein"
			mips_29_02
	at_At2g06450	mips_29_02	"putative transposase of FARE2.11"
	at_At2g15160	mips_29_02	"putative transposase of FARE2.2 (CDS1)"
	at_At3g06940	mips_29	"putative mudrA protein"
			mips_29_02
			mips_99
	at_At4g08680	mips_29_02	"putative MuDR-A-like transposon protein"
	at_At4g18410 -	mips_29_99	"MuDR transposable element - like protein"
	at_At5g27190	mips_29	"putative protein"
			mips_29_02
	at_At5g34860	mips_29	"putative protein"
			mips_29_02
	at_At4g03870	mips_29_02	"putative transposon protein"
	Training Accuracy: 11/12 (91.67%)
	Training Frequency class 'mips_29_02': 90/5270 (1.71%)

	Evaluation on validation data (2658 items):
	at_At1g32820	mips_29_02	"putative transposase of FARE2.4 (cds1)"
	at_At2g04950	mips_29_02	"putative transposase of transposon FARE2.9 (cds1)"
	Validation Accuracy: 2/2 (100.00%)
	Validation Frequency class 'mips_29_02': 36/2658 (1.35%)

	Evaluation on propertest data (4472 items):
	at_At1g52520	mips_29_02	"F6D8.26"
	at_At1g76320	mips_29	"putative phytochrome A signaling protein"
			mips_29_02
	at_At1g10240	mips_29_02	"putative protein"
	at_At2g06130	mips_29	"Mutator-like transposase"
			mips_29_02
	at_At2g14570	mips_29	"Mutator-like transposase"
			mips_29_02
	at_At2g14790	mips_29_02	"Mutator-like transposase"
	at_At2g15210	mips_29	"putaive transposase of transposon FARE2.7 (cds1)"
			mips_29_02
	at_At2g23500	mips_29	"Mutator-like transposase"
			mips_29_02
	at_At3g06250	mips_29_02	"unknown protein"
	at_At4g03980	mips_29_02	"putative transposon protein"
	at_At4g38180	mips_10	"hypothetical protein"
			mips_29
			mips_29_02
	Propertest Accuracy: 11/11 (100.00%)
	Propertest Frequency class 'mips_29_02': 64/4472 (1.43%)

	New (unknown) data (2658 items):
	at_At1g34700 -	no entry	null
	at_At2g32250 -	no entry	null
	at_At3g32060 -	no entry	null
	at_At3g43050 -	no entry	null
	at_At5g28530 -	no entry	null
	at_At1g33460 -	no entry	null
	at_At1g64270 -	no entry	null
	at_At5g34890 -	no entry	null
	at_At1g64260 -	no entry	null
	at_At2g07250 -	no entry	null
	at_At3g22170 -	no entry	null
	at_At4g19990 -	no entry	null
	at_At4g28970 -	no entry	null
	at_At4g38170 -	no entry	null


------------------
Rule 3068
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,arabidopsis_thaliana__mouse_ear_cress_),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),desc(_2,putative) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	->  class mips_29_02 "non-LTR retroelements"

	Evaluation on training data (5270 items):
	at_At1g41920 -	mips_03	"hypothetical protein"
			mips_63_01
	at_At1g42110	mips_29_02	"hypothetical protein"
			mips_29_03
			mips_40_10
	at_At1g49550 -	mips_29_03	"hypothetical protein"
			mips_29_99
			mips_40_10_03
	at_At1g59770	mips_29	"hypothetical protein"
			mips_29_02
			mips_29_03
			mips_29_99
			mips_40_10_03
	at_At1g69950 -	mips_29_03	"unknown protein"
			mips_29_99
			mips_40_10_03
	at_At1g80020	mips_29_02	"hypothetical protein"
			mips_29_03
			mips_40_10_03
	at_At4g12260	mips_29	"putative transposase"
			mips_29_02
			mips_29_99
	at_At2g14950	mips_29_02	"Ac-like transposase"
			mips_29_03
	at_At3g14800	mips_29_02	"unknown protein"
			mips_29_03
	at_At3g17260	mips_29_02	"hypothetical protein"
			mips_29_03
			mips_29_99
			mips_40_10_03
	at_At3g17290	mips_29	"hypothetical protein"
			mips_29_02
			mips_29_03
			mips_29_99
			mips_40_10_03
			mips_63_03
	at_At3g23800 -	mips_63_17_11	"selenium binding protein, putative"
	at_At3g28400	mips_04_09	"hypothetical protein"
			mips_08_01
			mips_29_02
	at_At3g45270	mips_29_02	"putative protein"
			mips_29_03
	at_At3g62520	mips_29	"putative protein"
			mips_29_02
			mips_29_03
			mips_40_10_03
			mips_63_03
	Training Accuracy: 11/15 (73.33%)
	Training Frequency class 'mips_29_02': 90/5270 (1.71%)

	Evaluation on validation data (2658 items):
	at_At1g34240	mips_29_02	"hypothetical protein"
			mips_29_99
	at_At1g53070 -	mips_10_01	"protein kinase, putative"
			mips_10_01_01
			mips_10_05
	at_At2g18580	mips_29_02	"Ac-like transposase"
			mips_29_99
			mips_40_10_03
	at_At3g29120 -	mips_29_03	"hypothetical protein"
	at_At3g42170 -	mips_29_03	"putative transposase"
			mips_29_99
			mips_40_10_03
	at_At4g05510	mips_29	""
			mips_29_02
			mips_29_99
			mips_40_10_03
	at_At4g09660 -	mips_29_99	"putative protein"
	at_At4g13120 -	mips_29_03	"putative protein (possibly fragment)"
	at_At5g36990	mips_29_02	"putative transposase"
	at_At5g39060	mips_29	"transposase -like protein"
			mips_29_02
			mips_29_03
	Validation Accuracy: 5/10 (50.00%)
	Validation Frequency class 'mips_29_02': 36/2658 (1.35%)

	Evaluation on propertest data (4472 items):
	at_At1g15300 -	mips_29_03	"hypothetical protein"
			mips_29_99
			mips_40_10_03
	at_At2g04710	mips_29_02	"Ac-like transposase"
			mips_29_03
			mips_40_10_03
	at_At2g15940 -	mips_29_03	"Ac-like transposase"
			mips_29_99
			mips_40_10_03
	at_At3g17770 -	mips_01_05_01	"dihydroxyacetone kinase, putative"
			mips_06_07
			mips_06_07_03
			mips_11_01
	at_At4g10200 -	mips_05	"putative protein"
			mips_11_01
			mips_29
	at_At4g14030 -	mips_01_04	"selenium-binding protein like"
			mips_02_11
			mips_11_07
			mips_63_17
			mips_63_17_11
			mips_67_15
	at_At4g14040 -	mips_01_04	"selenium-binding protein (Z97335.13)"
			mips_02_11
			mips_11_07
			mips_63_17
			mips_63_17_11
			mips_67_15
	at_At5g39070	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_29
			mips_29_02
			mips_29_03
			mips_29_99
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_01
			mips_98
	Propertest Accuracy: 2/8 (25.00%)
	Propertest Frequency class 'mips_29_02': 64/4472 (1.43%)

	New (unknown) data (2658 items):
	at_At1g53060 -	no entry	null
	at_At2g19960 -	no entry	null
	at_At3g09190 -	no entry	null
	at_At3g22220 -	no entry	null
	at_At4g15020 -	no entry	null
	at_At4g28160 -	no entry	null
	at_At5g01090 -	no entry	null
	at_At1g43260 -	no entry	null
	at_At1g62870 -	no entry	null
	at_At1g79740 -	no entry	null
	at_At1g07460 -	no entry	null
	at_At3g54080 -	no entry	null
	at_At3g17450 -	no entry	null
	at_At3g29450 -	no entry	null
	at_At4g33100 -	no entry	null
	at_At5g03350 -	no entry	null
	at_At1g53080 -	no entry	null
	at_At2g16040 -	no entry	null
	at_At3g13030 -	no entry	null
	at_At3g16530 -	no entry	null
	at_At4g07540 -	no entry	null


------------------
Rule 3843
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,xenopus),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),keyword(_2,mitochondrion) = 1
	->  class mips_29_02 "non-LTR retroelements"

	Evaluation on training data (5270 items):
	at_At1g23990	mips_29_02	"reverse transcriptase, putative"
	at_At1g25430	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g29650 -	mips_03_01_05_01	"reverse transcriptase, putative"
			mips_29_01
			mips_29_99
	at_At1g47850 -	mips_03_01_05_01	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At2g04760	mips_03_01_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_02
	at_At2g05550	mips_29_02	"putative non-LTR retroelement reverse transcriptase"
			mips_29_99
	at_At2g05980	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_29
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_98
	at_At2g07650 -	mips_29_01	"putative non-LTR retrolelement reverse transcriptase"
			mips_29_99
	at_At2g14430	mips_03_01_05	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g17610	mips_29_02	"putative non-LTR retroelement reverse transcriptase"
	at_At2g19100	mips_03_01_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_02
			mips_29_99
	at_At2g25550 -	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g31080 -	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g45230	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_29
			mips_29_02
	at_At3g32110	mips_03_01_05_01	"non-LTR reverse transcriptase, putative"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g08830	mips_29	"putative protein"
			mips_29_02
			mips_29_99
	at_At4g09710	mips_03_01_03	"RNA-directed DNA polymerase -like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g25540 -	mips_03_01_05	"putative DNA mismatch repair protein"
	at_At4g26360 -	mips_03_01_03	"putative protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_99
	Training Accuracy: 12/19 (63.16%)
	Training Frequency class 'mips_29_02': 90/5270 (1.71%)

	Evaluation on validation data (2658 items):
	at_At1g31030 -	mips_03_01_05_01	"F17F8.5"
			mips_29_01
	at_At1g36160 -	mips_01_06_10	"hypothetical protein, 3' partial"
			mips_63_21
			mips_63_21_15
	at_At1g47910 -	mips_03_01_05_01	"reverse transcriptase, putative"
			mips_29_01
			mips_29_99
	at_At1g50840 -	mips_40_37	"unknown protein"
	at_At1g51750 -	mips_29_99	"hypothetical protein"
	at_At2g15380	mips_29	"putative non-LTR retroelement reverse transcriptase"
			mips_29_02
			mips_29_99
	at_At2g16680	mips_03_01_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g23880	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_29_02
	at_At2g01840	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At3g20540 -	mips_40_37	"DNA polymerase, putative"
	at_At3g45550 -	mips_03_01_05_01	"putative protein"
			mips_29_01
			mips_29_99
	Validation Accuracy: 4/11 (36.36%)
	Validation Frequency class 'mips_29_02': 36/2658 (1.35%)

	Evaluation on propertest data (4472 items):
	at_At1g31100	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g36170 -	mips_01	"acetyl-CoA carboxylase, putative, 5' partial"
			mips_01_06
			mips_01_06_01
			mips_01_06_10
			mips_01_07
			mips_40
			mips_40_16
			mips_63_19
			mips_63_21
			mips_63_21_15
	at_At1g36180 -	mips_01_06_01	"acetyl-CoA carboxylase, putative"
			mips_01_06_10
			mips_01_07
			mips_40_07
			mips_63_21
			mips_63_21_15
	at_At1g10160 -	mips_03_01_05_01	"putative reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g01550 -	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
	at_At2g05200	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g07730 -	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g11250	mips_03	"pseudogene"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_99
	at_At2g15510	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_99
	at_At2g15540	mips_29_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_02
			mips_29_99
	at_At2g17910 -	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g18820 -	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_99
			mips_63
			mips_63_03
	at_At2g31520	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g41580	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g46470 -	mips_02_11	"putative cytochrome oxidase biogenesis protein"
			mips_02_11_05
			mips_02_13
			mips_06_10
			mips_08_04
			mips_30_16
	at_At3g24320 -	mips_03_01	"mismatch binding protein, putative"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03
			mips_03_03_02
			mips_03_03_02_03
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_01
	at_At3g25480 -	mips_03_01_03	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
	at_At3g27380 -	mips_02_10	"succinate dehydrogenase iron-protein subunit, putative"
			mips_02_11_05
			mips_02_13
	at_At3g44650	mips_03_01_05	"putative protein"
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At3g31420	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g10830 -	mips_03_01_05_01	"putative protein"
			mips_29_01
			mips_29_99
	at_At4g12180	mips_03_01	"putative reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g14470	mips_03_01_03	"reverse transcriptase like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g32700 -	mips_03_01_03	"putative protein"
			mips_03_01_05
			mips_40_10_99
			mips_40_37
	at_At4g02490	mips_03_01_03	""
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At5g09910 -	mips_08_07	"unknown protein"
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_40_08
			mips_63_19
	Propertest Accuracy: 12/26 (46.15%)
	Propertest Frequency class 'mips_29_02': 64/4472 (1.43%)

	New (unknown) data (2658 items):
	at_At2g28980 -	no entry	null
	at_At4g04000 -	no entry	null
	at_At4g07770 -	no entry	null
	at_At1g24640 -	no entry	null
	at_At4g15590 -	no entry	null
	at_At4g20520 -	no entry	null


------------------
Rule 5031
	eval(_1,_2,4.0e-3-0.1),classification(_2,geobacillus) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,culicoidea),db_ref(_2,smart) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc_finger),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	->  class mips_29_02 "non-LTR retroelements"

	Evaluation on training data (5270 items):
	at_At1g21300 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g32590	mips_10_01	"hypothetical protein, 5' partial"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g35050 -	mips_29_01	"putative protein"
			mips_29_99
	at_At1g36620 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g42380	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At1g47520	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At1g48710	mips_29	"hypothetical protein"
			mips_29_02
	at_At1g57640 -	mips_29_01	""
			mips_29_99
	at_At1g70010 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At2g07080 -	mips_29_01	"putative gag-protease polyprotein"
			mips_29_99
	at_At2g12010	mips_10_01	"pseudogene"
			mips_10_01_01
			mips_29
			mips_29_02
	at_At4g19780 -	mips_29_01	"putative LTR retrotransposon (fragment)"
			mips_29_99
	at_At4g19790	mips_10	"putative LTR retrotransposon (fragment)"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g02830 -	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g05930 -	mips_29	"copia-like retroelement pol polyprotein"
			mips_29_01
			mips_29_99
	at_At2g07420 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g11180	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
	at_At2g13930 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g15870	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g15920 -	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g16000 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g17490	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
	at_At2g20460 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g21310 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g20975 -	mips_29	"unknown protein, 3' partial"
			mips_29_01
			mips_29_99
	at_At3g20990	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At3g21000	mips_29_01	"unknown protein"
			mips_29_02
			mips_29_99
	at_At3g22340 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g59720 -	mips_29_01	"copia-type reverse transcriptase-like protein"
	at_At4g04560 -	mips_29_01	"putative transposon protein"
			mips_29_99
	at_At4g09480 -	mips_29_01	"putative protein"
			mips_29_99
	at_At4g17450	mips_29_01	"retrotransposon like protein"
			mips_29_02
			mips_29_99
	at_At5g35710 -	mips_29_01	"unknown protein"
			mips_29_99
	at_At5g56830	mips_29_02	"unknown protein"
	at_At4g03810	mips_29	"putative retrotransposon protein"
			mips_29_02
	at_At4g04120 -	mips_10	"putative reverse transcriptase"
			mips_10_01_01
	at_At4g04420	mips_29_02	"putative transposon protein"
	Training Accuracy: 15/37 (40.54%)
	Training Frequency class 'mips_29_02': 90/5270 (1.71%)

	Evaluation on validation data (2658 items):
	at_At1g26990	mips_29	"polyprotein, putative"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g29940 -	mips_04_01	"DNA-directed RNA polymerase subunit, putative"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_20
			mips_40_10_07
			mips_40_10_99
	at_At1g34070	mips_10_01	"putative protein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g37110 -	mips_29_01	""
			mips_29_99
	at_At1g47360	mips_29_01	"polyprotein, putative"
			mips_29_02
			mips_29_99
	at_At1g58140	mips_29_01	"hypothetical protein"
			mips_29_02
	at_At1g63020 -	mips_04_05_01_01	"RNA polymerase IIA largest subunit, putative"
	at_At1g21220 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g21280 -	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At2g16670 -	mips_10	"putative retroelement pol polyprotein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g04820 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g11140 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g21030 -	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At3g21040 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g21050 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g29530 -	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_03
			mips_03_01_99
			mips_29_01
			mips_29_03
			mips_40_10_03
	at_At3g29540 -	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At3g45520 -	mips_29_01	"copia-like polyprotein"
			mips_29_99
	at_At4g04290 -	mips_29_01	"putative reverse transcriptase"
			mips_29_99
	at_At4g07840 -	mips_29_01	"putative transposon protein"
	at_At4g09540 -	mips_29_01	"putative protein"
			mips_29_99
	Validation Accuracy: 4/21 (19.05%)
	Validation Frequency class 'mips_29_02': 36/2658 (1.35%)

	Evaluation on propertest data (4472 items):
	at_At1g34090 -	mips_29	"putative protein"
			mips_29_01
			mips_29_99
	at_At1g34100 -	mips_29_01	"putative protein"
			mips_29_99
	at_At1g36830 -	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g53810 -	mips_29_01	""
			mips_29_99
	at_At2g05960 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g07010 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g13940 -	mips_29	"putative retroelement pol polyprotein"
			mips_29_01
			mips_29_99
	at_At2g38520 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g04490 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g18090 -	mips_04_05_01_01	"DNA-directed RNA polymerase II second largest chain, putative"
			mips_40_10_99
			mips_63_03_01
	at_At3g21010 -	mips_29_01	"unknown protein"
			mips_29_99
	at_At3g25450 -	mips_10_01_01	"hypothetical protein"
			mips_29
	at_At3g57660 -	mips_04_01	"DNA-directed RNA polymerase I 190K chain - like protein"
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_07
	at_At3g23780 -	mips_04_01	"DNA-directed RNA polymerase subunit, putative"
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_99
	at_At3g31380	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At3g31480 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
	at_At3g31970 -	mips_03_01_05_03	"hypothetical protein"
	at_At3g55300	mips_10_01	"putative protein"
			mips_10_01_01
			mips_29
			mips_29_02
	at_At4g10980 -	mips_29_01	"putative protein"
			mips_29_99
	at_At4g21360	mips_29_01	"putative transposable element"
			mips_29_02
			mips_29_99
	at_At4g21710 -	mips_04_05_01_01	"DNA-directed RNA polymerase (EC 2.7.7.6) II second largest chain"
			mips_40_10_99
			mips_63_03_01
	at_At4g22040	mips_29	"LTR retrotransposon like protein"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g27200 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At4g04440	mips_29_01	"putative transposon protein"
			mips_29_02
			mips_29_99
	at_At4g15860 -	mips_10	"retrotransposon like protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
			mips_99
	at_At4g16020 -	mips_29_01	"retrotransposon like protein"
			mips_29_99
	at_At5g45140 -	mips_04_01	"DNA-directed RNA polymerase subunit"
			mips_04_01_01
			mips_04_05_01_01
	at_At5g60040 -	mips_04_01	"DNA-directed RNA polymerase - like protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_40_10_99
	Propertest Accuracy: 5/28 (17.86%)
	Propertest Frequency class 'mips_29_02': 64/4472 (1.43%)

	New (unknown) data (2658 items):
	at_At1g36110 -	no entry	null
	at_At1g60020 -	mips_29	"hypothetical protein"
	at_At3g30843 -	no entry	null
	at_At4g27210 -	no entry	null
	at_At2g03080 -	no entry	null
	at_At2g11190 -	mips_29	"putative retroelement pol polyprotein"
	at_At2g16840 -	no entry	null
	at_At3g29500 -	no entry	null
	at_At3g43510 -	no entry	null
	at_At4g07590 -	no entry	null
	at_At4g10690 -	no entry	null
	at_At4g16010 -	no entry	null
	at_At4g22060 -	no entry	null
	at_At1g10260 -	no entry	null
	at_At2g06840 -	no entry	null
	at_At2g07550 -	no entry	null
	at_At2g11220 -	no entry	null
	at_At3g21020 -	no entry	null
	at_At3g29440 -	mips_29	"hypothetical protein"
	at_At4g02960 -	mips_29	"putative polyprotein of LTR transposon"
	at_At4g04380 -	no entry	null
	at_At5g35820 -	no entry	null
	at_At5g48050 -	no entry	null
	at_At5g53670 -	no entry	null
	at_At1g21290 -	no entry	null
	at_At2g06950 -	no entry	null
	at_At2g10100 -	no entry	null
	at_At2g14940 -	no entry	null
	at_At2g21460 -	no entry	null
	at_At3g20980 -	no entry	null
	at_At3g29460 -	no entry	null
	at_At3g29782 -	no entry	null
	at_At4g20220 -	no entry	null


------------------
Rule 4067
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,trypanosoma) = 1
	->  class mips_02_07 "pentose-phosphate pathway"

	Evaluation on training data (5270 items):
	at_At2g01140	mips_02	"putative fructose-bisphosphate aldolase, plastidic form"
			mips_01_04
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At2g21330	mips_01_05	"fructose bisphosphate aldolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_02_01
			mips_02_07
			mips_13
			mips_13_05
	at_At4g26520	mips_01_05_01_01_01	"fructose-bisphosphate aldolase"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At4g26530	mips_01_05_01_01	"fructose-bisphosphate aldolase - like protein"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At4g38970	mips_01_05_01_01_02	"fructose-bisphosphate aldolase like protein"
			mips_02_01
			mips_02_07
			mips_13_05
	at_At5g03690	mips_01_05_01_01_01	"fructose-bisphosphate aldolase -like protein"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	Training Accuracy: 6/6 (100.00%)
	Training Frequency class 'mips_02_07': 50/5270 (0.95%)

	Evaluation on validation data (2658 items):
	at_At2g36460	mips_01_05_01_01_01	"putative fructose bisphosphate aldolase"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At3g52930	mips_01_05_01_01_01	"fructose bisphosphate aldolase - like protein"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	Validation Accuracy: 2/2 (100.00%)
	Validation Frequency class 'mips_02_07': 21/2658 (0.79%)

	Evaluation on propertest data (4472 items):
	at_At1g21160 -	mips_04_05_01_01	"transcription factor, putative"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At3g03120 -	mips_06_07_99	"putative ADP-ribosylation factor"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	Propertest Accuracy: 0/2 (0.00%)
	Propertest Frequency class 'mips_02_07': 32/4472 (0.72%)

	New (unknown) data (2658 items):


------------------
Rule 6039
	eval(_1,_2,4.0e-3-0.1),db_ref(_2,smart) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,solanum) = 1
	eval(_1,_2,4.0e-3-0.1),classification(_2,cercopithecidae) = 0
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,eukaryota) = 1
	eval(_1,_2,4.0e-3-0.1),classification(_2,oryza),db_ref(_2,pfam) = 0
	eval(_1,_2,2.0e-5-4.0e-3),mol_wt(_2,54204.0-74022.0),species(_2,arabidopsis_thaliana__mouse_ear_cress_) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,actinomycetales),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 0
	->  class mips_02_07 "pentose-phosphate pathway"

	Evaluation on training data (5270 items):
	at_At1g03630	mips_01_01	"protochlorophyllide reductase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_At1g54870	mips_01	"putative protein (At1g54870)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_16
	at_At1g63380 -	mips_01_01_01_11	"reductase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At1g07440	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g07450	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29280	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29300	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29310	mips_01_01_10_05	"putative tropinone reductase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29320	mips_01_01_01_11	"tropinone reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At2g29360	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
			mips_67_15
	at_At2g47140	mips_01_01_01	"alcohol dehydrogenase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g47150	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At3g26770	mips_01_01_01_11	"short chain alcohol dehydrogenase like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g59710 -	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_05
			mips_01_20_50
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g13180	mips_01_01_10_05	"short-chain alcohol dehydrogenase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At5g10050 -	mips_01_01_01_11	"putative protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At5g51030	mips_01_01_01_11	"carbonyl reductase-like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29160	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
	at_At2g29170	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	Training Accuracy: 19/22 (86.36%)
	Training Frequency class 'mips_02_07': 50/5270 (0.95%)

	Evaluation on validation data (2658 items):
	at_At1g24360	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g52340 -	mips_01_01_01_11	"short chain alcohol dehydrogenase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At2g29340	mips_01_01_10_05	"tropinone reductase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
			mips_67_15
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At3g55310 -	mips_01_01_01_11	"beta-ketoacyl-ACP reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At3g26760 -	mips_01_01	"putative short chain alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g29250 -	mips_01_01	"short-chain alcohol dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At4g03140 -	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g23430 -	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At5g19200 -	mips_01_01_01_11	"FVT1 - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_27
	Validation Accuracy: 3/10 (30.00%)
	Validation Frequency class 'mips_02_07': 21/2658 (0.79%)

	Evaluation on propertest data (4472 items):
	at_At1g34200 -	mips_01_06_01_01	"F23M19.12/F23M19.12"
	at_At1g64590 -	mips_01_01_10_05	"oxidoreductase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At1g67730	mips_01_01_01_11	"b-keto acyl reductase (glossy8)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g10310	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29330	mips_01	"putative tropinone reductase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
			mips_98
	at_At2g29350	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_19
			mips_67_15
	at_At3g05260	mips_01_01	"putative glucose and ribitol dehydrogenase homolog"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
	at_At3g29260	mips_01_01_10_05	"short-chain alcohol dehydrogenase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g42960 -	mips_01_01_01_11	"alcohol dehydrogenase (ATA1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g50560 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_19
			mips_67
			mips_67_15
	at_At5g15940 -	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_19
	at_At5g16970 -	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g44480 -	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	Propertest Accuracy: 7/14 (50.00%)
	Propertest Frequency class 'mips_02_07': 32/4472 (0.72%)

	New (unknown) data (2658 items):
	at_At3g10230 -	no entry	null
	at_At4g24670 -	no entry	null
	at_At5g38000 -	no entry	null
	at_At3g03080 -	no entry	null


------------------
Rule 4900
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,chlamydiae) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,epsilonproteobacteria) = 0
	eval(_1,_2,4.0e-3-0.1),mol_wt(_2,38820.0-54204.0),keyword(_2,nad) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,poaceae) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,caenorhabditis) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,actinobacteria) = 0
	->  class mips_02_19 "metabolism of energy reserves (e.g. glycogen, trehalose)"

	Evaluation on training data (5270 items):
	at_At1g16980	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g27680	mips_01_01	"ADP-glucose pyrophosphorylase, putative"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
			mips_30_01
	at_At1g03310	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At1g50390 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
			mips_67_07
			mips_67_07_01
	at_At1g60140	mips_01_05_04	""
			mips_02_19
	at_At1g69830	mips_01_05_01_01_01	"putative alpha-amylase"
			mips_02_19
	at_At1g70290	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g73370	mips_01_05_01_03	""
			mips_01_05_01_03_02
			mips_01_05_04
			mips_01_05_99
			mips_02_19
	at_At1g76130	mips_01_05_01_01_01	"unknown protein"
			mips_02_05
			mips_02_16
			mips_02_19
			mips_02_22
	at_At1g78580	mips_01_05_04	"trehalose-6-phosphate synthase"
			mips_02_19
	at_At2g34970 -	mips_01_01	"putative translation initiation factor eIF-2B epsilon subunit"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_05
			mips_05_04
			mips_40_03
	at_At2g35020 -	mips_01	"putative UDP-N-acetylglucosamine pyrophosphorylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_01
	at_At3g15940	mips_02	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_99
			mips_02_11
			mips_02_19
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
	at_At3g23640	mips_01_05_01_01_02	"alpha glucosidase like protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g29320	mips_01_05_01_01_02	"alpha-glucan phosphorylase, putative"
			mips_01_05_01_03_02
			mips_02_19
			mips_02_99
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g43190	mips_02	"sucrose synthase like protein"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_07
			mips_40_34
			mips_40_34_09
	at_At3g55590	mips_01_05_01_03_02	"mannose-1-phosphate guanylyltransferase-like protein"
			mips_01_07_01
			mips_02_19
	at_At4g10120	mips_01_05_01_03_02	"sucrose-phosphate synthase - like protein"
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30_34
			mips_30_34_07
			mips_40_30
	at_At4g18300 -	mips_01_07_01	"initiation factor-2Bepsilon-like protein"
	at_At5g11110	mips_01	"sucrose-phosphate synthase -like protein"
			mips_01_05
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30
			mips_30_34
			mips_30_34_07
			mips_98
	at_At5g11720	mips_01_05_01_01_02	"alpha-glucosidase 1"
			mips_02_01
			mips_02_19
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At5g17310	mips_01	"UDP-glucose pyrophosphorylase"
			mips_01_05
			mips_02_19
			mips_06
			mips_14_04
			mips_25_05
	at_At5g19220	mips_01_05_01_03	"Glucose-1-phosphate adenylyltransferase (ApL1/adg2)"
			mips_01_05_01_03_02
			mips_01_07
			mips_02_19
	at_At5g20830	mips_01_05_01_03_02	"sucrose-UDP glucosyltransferase"
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30_34
			mips_30_34_07
	at_At5g48300	mips_01_05_01_03	"ADPG pyrophosphorylase small subunit (gb|AAC39441.1)"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
	at_At5g49190	mips_01_05_04	"sucrose synthase"
			mips_01_05_99
			mips_02_19
	at_At1g74910 -	mips_01_05_01_03	"putative GDP-mannose pyrophosphorylase"
			mips_01_05_01_03_02
			mips_01_07_01
	at_At5g03650	mips_01_05_01_01_01	"1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
	Training Accuracy: 23/28 (82.14%)
	Training Frequency class 'mips_02_19': 55/5270 (1.04%)

	Evaluation on validation data (2658 items):
	at_At1g68020	mips_02	"putative trehalose-6-phosphate synthase"
			mips_01_05_01
			mips_01_05_04
			mips_02_19
			mips_11_01
	at_At1g05610	mips_01_05_01_03	"putative ADP-glucose pyrophosphorylase, small subunit precursor"
			mips_01_05_01_03_02
			mips_01_07
			mips_02_19
	at_At1g75420 -	mips_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_06_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_07
			mips_40_16
			mips_40_34
			mips_40_34_09
	at_At1g06410	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g16570 -	mips_01_05_01	"Putative glycosyl transferase"
			mips_05
			mips_06_07_02
			mips_30_27
			mips_40_07
	at_At2g18700	mips_01_05_04	"putative trehalose-6-phosphate synthase"
			mips_02_19
	at_At2g39770	mips_01_05_01_03_02	"GDP-mannose pyrophosphorylase"
			mips_02_19
	at_At3g10630 -	mips_01_05_99	"unknown protein"
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_40_34
			mips_40_34_09
	at_At4g18240	mips_02	"starch synthase-like protein"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06
			mips_01_06_01
			mips_02_19
			mips_06_07
			mips_30_01
			mips_30_34
			mips_40_07
			mips_40_16
			mips_40_30
	at_At4g19460 -	mips_01_05_01_03	"putative protein"
			mips_01_06_01
			mips_02_11
			mips_30_01
			mips_40_07
	at_At4g24490 -	mips_01_06_07	"Rab geranylgeranyl transferase like protein (fragment)"
			mips_06_07_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At4g27550	mips_01_05_04	"trehalose-6-phosphate synthase - like protein"
			mips_02_19
	at_At5g24300	mips_01_05_01_03	"soluble starch synthase"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_19
			mips_30_34
	at_At5g52560 -	mips_01_04	"unknown protein"
			mips_01_05_01_03
			mips_30_01
	Validation Accuracy: 8/14 (57.14%)
	Validation Frequency class 'mips_02_19': 19/2658 (0.71%)

	Evaluation on propertest data (4472 items):
	at_At1g19710 -	mips_14_04_01	"hypothetical protein"
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_40_34
			mips_40_34_09
	at_At1g23870	mips_02	"trehalose 6-phosphate synthase, putative"
			mips_01_05_01
			mips_01_05_04
			mips_02_19
			mips_11_01
			mips_40_16
	at_At1g68560	mips_01_05_01_01_02	"alpha-xylosidase precursor"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At1g11720	mips_01_05_01_03_02	"putative glycogen synthase"
			mips_02_19
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
	at_At2g21590	mips_01_05_01_03	"putative ADP-glucose pyrophosphorylase large subunit"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
	at_At2g36390	mips_01_05_01_03	"starch branching enzyme class II (sbe2-1)"
			mips_01_05_01_03_02
			mips_02_19
	at_At2g39930	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At2g04650	mips_02	"putative GDP-mannose pyrophosphorylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_30
			mips_30_01
			mips_40_03
	at_At3g03250	mips_01_04	"UDP-glucose pyrophosphorylase like protein"
			mips_02_19
	at_At3g17770 -	mips_01_05_01	"dihydroxyacetone kinase, putative"
			mips_06_07
			mips_06_07_03
			mips_11_01
	at_At3g20440	mips_01	"1,4-alpha-glucan branching enzyme, putative"
			mips_01_01_07
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_10
	at_At3g46970	mips_01_05_01_01_02	"starch phosphorylase H (cytosolic form) - like protein"
			mips_01_05_01_03_02
			mips_02_19
			mips_02_99
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g02270 -	mips_01_01	"putative translation initiation factor EIF-2B epsilon subunit"
			mips_02
			mips_01_05_01
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_05
			mips_05_04
	at_At4g09020	mips_01_05_01_01_01	"isoamylase-like protein"
			mips_02_19
	at_At4g17770	mips_01_05_04	"trehalose-6-phosphate synthase like protein"
			mips_02_19
	at_At4g25000	mips_01_05	"alpha-amylase like protein"
			mips_01_05_01_01
			mips_02_19
	at_At4g39210	mips_01_05_01_03_02	"glucose-1-phosphate adenylyltransferase (APL3)"
			mips_01_07_01
			mips_02_19
	at_At4g02280	mips_01_05_01_03_02	"putative sucrose synthetase"
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30_34
			mips_30_34_07
	at_At5g37180	mips_01_05_01_03	"sucrose synthase-like protein"
			mips_01_05_99
			mips_01_06_01
			mips_02_19
			mips_40_30
	at_At5g59070 -	mips_01_05_01_03	"hexosyltransferase - like protein"
			mips_01_05_01_03_02
			mips_01_06_01
			mips_02_11
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_07
			mips_40_30
			mips_40_34
			mips_40_34_09
	at_At5g04360	mips_01_05_01_01_01	"pullulanase-like protein (starch debranching enzyme)"
			mips_02_19
	Propertest Accuracy: 17/21 (80.95%)
	Propertest Frequency class 'mips_02_19': 44/4472 (0.98%)

	New (unknown) data (2658 items):
	at_At2g35840 -	no entry	null
	at_At5g04480 -	no entry	null
	at_At2g40840 -	no entry	null
	at_At1g31070 -	no entry	null
	at_At5g64860 -	no entry	null


------------------
Rule 4232
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,rhabditida) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,homo),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,alternative_splicing) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),keyword(_2,membrane) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,xenopus) = 1
	->  class mips_08_22 "cytoskeleton-dependent transport"

	Evaluation on training data (5270 items):
	at_At1g18370 -	mips_30	"AtNACK1 kinesin-like protein (AtNACK1)"
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g70750 -	mips_40_03	"IFA-binding protein"
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At4g27180	mips_08_22	"kinesin-related protein katB"
			mips_08_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_04
			mips_63_06
	at_At2g21300	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At2g21380	mips_08	"putative kinesin heavy chain"
			mips_08_22
			mips_08_22_01
			mips_25
			mips_25_05
			mips_25_05_19
			mips_25_05_19_09
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_04
			mips_40_16
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g22610	mips_08_22	"putative kinesin heavy chain"
			mips_08_99
			mips_63_06
	at_At2g28830	mips_06_10	"unknown protein"
			mips_08_01
			mips_08_22
			mips_30_10
			mips_30_10_05
			mips_67_01
			mips_67_01_05
	at_At2g36200	mips_08_22	"putative kinesin-related cytokinesis protein"
			mips_63_06
	at_At3g12020	mips_08_22	"hypothetical protein"
			mips_63_06
	at_At3g16060	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_63_06
	at_At3g23670 -	mips_06_04	"hypothetical protein"
			mips_30
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g44730 -	mips_06_04	"kinesin-like protein heavy chain (KP1)"
			mips_08
			mips_08_99
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_40_16
			mips_63_06
	at_At4g21270	mips_08_22	"kinesin-related protein katA"
			mips_08_99
			mips_20_25_01
			mips_20_25_01_01
			mips_63_06
	at_At4g38950	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At4g39050	mips_08_22	"kinesin like protein"
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g27000	mips_08	"kinesin-like heavy chain (KATD)"
			mips_08_22
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_63_06
	at_At5g60930	mips_08_22	"microtubule-associated motor - like"
			mips_08_22_01
			mips_63_06
	at_At5g65930 -	mips_08_99	"kinesin-like calmodulin-binding protein"
			mips_30
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g66310	mips_06	"kinesin heavy chain DNA binding protein-like"
			mips_06_04
			mips_08
			mips_08_22
			mips_30
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g06670	mips_08_22	"kinesin heavy chain-like protein"
			mips_63_06
	at_At5g47820	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At5g54670	mips_08	"heavy chain polypeptide of kinesin-like protein (katC)"
			mips_08_22
			mips_08_99
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	Training Accuracy: 17/22 (77.27%)
	Training Frequency class 'mips_08_22': 35/5270 (0.66%)

	Evaluation on validation data (2658 items):
	at_At1g63640	mips_08_22	"kinesin-like protein"
			mips_08_99
			mips_63_06
	at_At1g09170 -	mips_08_99	"putative kinesin"
	at_At3g49650	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At3g16630	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_30_04_05
			mips_40_04_05
			mips_63_06
	at_At3g19050	mips_08_22	"hypothetical protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_40_04
			mips_40_04_05
	at_At4g14330	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_63_06
	at_At5g23910	mips_04_09	"unknown protein"
			mips_08_22
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_63_06
	at_At5g27550	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	Validation Accuracy: 7/8 (87.50%)
	Validation Frequency class 'mips_08_22': 21/2658 (0.79%)

	Evaluation on propertest data (4472 items):
	at_At1g18410 -	mips_08_99	"kinesin-related protein, putative"
			mips_30_04
			mips_63_06
	at_At1g20060 -	mips_63_06	"hypothetical protein"
	at_At1g55550	mips_08_22	""
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_63_06
	at_At1g59540 -	mips_63_06	"zcf125 kinesin-like protein"
	at_At1g12430	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At1g01950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At2g47500	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_63_06
	at_At3g10180	mips_08_22	"putative kinesin-like centromere protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At3g10310	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At3g20150 -	mips_63_06	"kinesin-like protein"
	at_At3g44050 -	mips_63_06	"kinesin -like protein"
	at_At3g45850	mips_08_22	"kinesin-related protein - like"
			mips_63_06
	at_At3g50240	mips_08_22	"kinesin-related protein (kicp-02)"
			mips_63_06
	at_At3g51150 -	mips_30_04	"putative protein"
			mips_40_04
			mips_40_16
			mips_63_06
	at_At3g54790 -	mips_13_07	"putative protein"
			mips_40_10_05
	at_At3g54870	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At3g63480	mips_08_22	"kinesin heavy chain - like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At4g14150 -	mips_30_04	"kinesin like protein"
			mips_40_04
			mips_63_06
	at_At5g27950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g42490	mips_08_22	"kinesin heavy chain-like protein"
			mips_08_22_01
			mips_63_06
	at_At5g65460 -	mips_03	"putative protein"
			mips_03_03
			mips_03_03_02
			mips_08
			mips_08_99
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g41310 -	mips_08_99	"kinesin-like protein"
			mips_63_06
	Propertest Accuracy: 12/22 (54.55%)
	Propertest Frequency class 'mips_08_22': 25/4472 (0.56%)

	New (unknown) data (2658 items):
	at_At1g73860 -	no entry	null
	at_At4g05190 -	no entry	null
	at_At4g24170 -	no entry	null


------------------
Rule 4463
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,667.0-1005.0) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,dna_binding) = 0
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,1005.0-6487.0),db_ref(_2,interpro) = 1
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),classification(_2,streptomyces) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),keyword(_2,d__3d_structure) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,developmental_protein) = 0
	->  class mips_40_19 "peroxisome"

	Evaluation on training data (5270 items):
	at_At1g64670	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g69240	mips_01_02	"putative alpha/beta hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g14260	mips_01_05_01_01_09	"proline iminopeptidase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23550	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23560	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g23580	mips_01_05_01_01	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_99
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At2g23610	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g36290	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At3g24420 -	mips_01_02	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g29770	mips_01_02	"alpha/beta hydrolase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g47590 -	mips_01_05_01_01_01	"putative protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g51000	mips_01_05_01_01_09	"epoxide hydrolase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g52570	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g10030	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g15960	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g17150 -	mips_01_05_01_01	"hypothetical protein"
			mips_01_05_01_01_01
	at_At4g37150	mips_01_02	"hydroxynitrile lyase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At5g09430 -	mips_01_02	"putative hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g10300	mips_01_02	"alpha-hydroxynitrile lyase-like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At5g19850	mips_01_05	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03
			mips_03_03_01
			mips_03_03_01_02
			mips_06
			mips_06_07_03
			mips_13
			mips_13_11
			mips_14_04
			mips_40_10
			mips_40_19
	at_At5g38520 -	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g41900	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_07
			mips_40_19
	at_At5g02970	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	Training Accuracy: 18/23 (78.26%)
	Training Frequency class 'mips_40_19': 98/5270 (1.86%)

	Evaluation on validation data (2658 items):
	at_At1g29840 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_01
			mips_45
			mips_45_03
			mips_45_03_09
			mips_45_03_19
			mips_47_03_21
			mips_47_03_21_01
			mips_63_05
	at_At1g72620 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
	at_At1g74300	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g13610 -	mips_02	"hypothetical protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
	at_At2g26750	mips_01_02	"putative epoxide hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
			mips_40_19
	at_At3g50440	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At3g48410	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g09900	mips_01_02	"putative host response protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At4g12830	mips_01_05	"hydrolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_40_19
	at_At4g37470 -	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g17780	mips_01_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_07
			mips_40_19
	at_At5g38220 -	mips_14_04_03	"putative protein"
			mips_14_04_03_01
	at_At5g38360 -	mips_01_02	"similar to unknown protein (pir||T03994)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g39220	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_06_07
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At5g58310	mips_01_02	"polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11_05
			mips_11_05_03
			mips_40_19
	Validation Accuracy: 9/15 (60.00%)
	Validation Frequency class 'mips_40_19': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g52510 -	mips_01_02	"unknown protein (At1g52510)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
	at_At1g74280	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g18360 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g23590	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23600	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_06_07
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23620	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g26740	mips_01_02	"epoxide hydrolase (ATsEH)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g03230	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At3g03240	mips_01_02	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At3g03990 -	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
	at_At3g05600	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_40_19
	at_At3g10870	mips_01_05	"putative alpha-hydroxynitrile lyase"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_10_01_01
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g47560 -	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_04
			mips_11
			mips_11_07
	at_At3g01690 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g16690	mips_01	"cyanohydrin lyase like protein"
			mips_01_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At4g24160	mips_01_02	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_40_19
	at_At4g24760 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g02340	mips_01_02	""
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At5g11910 -	mips_01_05_01_01_01	"putative esterase - like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_04
	at_At5g51180 -	mips_01_06_04	"unknown protein"
	at_At5g22460	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_06_13
			mips_40_19
	Propertest Accuracy: 13/21 (61.90%)
	Propertest Frequency class 'mips_40_19': 71/4472 (1.59%)

	New (unknown) data (2658 items):
	at_At1g74640 -	no entry	null
	at_At1g08310 -	no entry	null
	at_At1g19670 -	no entry	null
	at_At1g10740 -	no entry	null
	at_At5g53050 -	no entry	null


------------------
Rule 5737
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,agaricales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),db_ref(_2,prints) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,schizosaccharomyces) = 0
	->  class mips_40_25 "vacuole or lysosome"

	Evaluation on training data (5270 items):
	at_At1g31450 -	mips_06_13	"hypothetical protein"
	at_At1g66180	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g69100	mips_06_13	"hypothetical protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g73280	mips_06_01	"putative serine carboxypeptidase"
			mips_06_07_11
			mips_06_10
			mips_40_25
	at_At1g73290	mips_06_01	"putative serine carboxypeptidase"
			mips_06_04
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At1g73300	mips_06_07_11	"putative serine carboxypeptidase"
			mips_40_25
			mips_62_02_01_01
	at_At1g79720	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At2g17760 -	mips_06_13	"putative chloroplast nucleoid DNA-binding protein"
			mips_20_03
	at_At2g42980	mips_06_13_99	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g17180 -	mips_06_13	"putative serine carboxypeptidase II"
	at_At2g22970 -	mips_06_13	"putative serine carboxypeptidase II"
	at_At2g23010 -	mips_06_13	"putative serine carboxypeptidase I"
	at_At2g24010	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g28010 -	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g09750 -	mips_06_13_99	"unknown protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g35770	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g36670 -	mips_04	"putative protease"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_99
	at_At1g11080 -	mips_06	"Serine carboxypeptidase isolog"
			mips_06_13
	at_At3g07990	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g10410	mips_06_13_04	"putative serine carboxypeptidase precursor"
			mips_40_25
	at_At3g25420	mips_40_25	"serine carboxypeptidase, putative"
			mips_62_02_01_01
	at_At3g45010	mips_06_13_04	"carboxypeptidase precursor-like protein"
			mips_40_25
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51330	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_At3g52010	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At3g52500	mips_06	"Unknown protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At1g11910 -	mips_06_13_99	"putative aspartic proteinase"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g61820	mips_06_13	"unknown protein"
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At4g12910 -	mips_62_02_01_01	"SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
	at_At4g15100	mips_06_07_11	"hydroxynitrile lyase like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g16560 -	mips_01_25	"hypothetical protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At4g22050	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g30810	mips_06_07_11	"serine carboxypeptidase II like protein"
			mips_40_25
			mips_62_02_01_01
	at_At5g10080	mips_06_07	"predicted GPI-anchored protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10760 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g10770 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g19110	mips_20_03	"dermal glycoprotein - like"
			mips_40_25
	at_At5g37540 -	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At5g45120	mips_06_13_04	"chloroplast nucleoid DNA-binding protein-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g08260	mips_40_07	"serine-type carboxypeptidase II-like protein"
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g08380	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g23210	mips_06	"serine carboxypeptidase II-like protein"
			mips_06_07_11
			mips_40_25
			mips_62_02_01_01
			mips_67
	at_At5g33340 -	mips_04	"putative protein"
			mips_06
			mips_06_13
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g01300 -	mips_06_13_99	"chloroplast nucleoid DNA binding protein, putative"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g77480 -	mips_04	"nucellin-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At4g04460	mips_06	"putative aspartic protease"
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	Training Accuracy: 28/46 (60.87%)
	Training Frequency class 'mips_40_25': 104/5270 (1.97%)

	Evaluation on validation data (2658 items):
	at_At1g43780	mips_06_07_11	"serine carboxypeptidase II, putative"
			mips_40_25
			mips_62_02_01_01
	at_At1g49050 -	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g03230	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g62290 -	mips_06_13_99	"putative aspartic protease (At1g62290)"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g05840 -	mips_06_13_99	"unknown protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g73270	mips_06_01	"putative serine carboxypeptidase"
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_25
	at_At1g75200 -	mips_43	"unknown protein (At1g75200)"
			mips_43_03
			mips_43_03_99
			mips_47_03_03
			mips_47_03_03_02
	at_At2g22990	mips_06_07_11	"putative serine carboxypeptidase I"
			mips_40_25
	at_At3g51340	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At3g51360 -	mips_06_13	"putative protein"
	at_At3g52000	mips_06_07_11	"serine-type carboxypeptidase like protein"
			mips_40_25
	at_At3g52020	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_07_11
			mips_06_10
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At3g12700 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
	at_At3g45940	mips_01_05_01_01_02	"putative protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At5g04310 -	mips_01_05_01_01_01	"pectate lyase-like protein"
			mips_30_01
	at_At5g07030 -	mips_06_13_99	"nucleoid DNA-binding-like protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g08370	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g09640	mips_06_07_11	"carboxypeptidase like protein"
			mips_40_25
			mips_62_02_01_01
	at_At5g22980	mips_06_13_04	"serine carboxypeptidase"
			mips_40_25
	at_At5g33350 -	mips_06_13_99	"putative protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	Validation Accuracy: 11/21 (52.38%)
	Validation Frequency class 'mips_40_25': 66/2658 (2.48%)

	Evaluation on propertest data (4472 items):
	at_At1g25510 -	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_06_13_99
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g03220	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g33540	mips_06_04	"serine carboxypeptidase, putative"
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At1g61130 -	mips_06	""
			mips_06_13
	at_At1g64830 -	mips_06_13	"hypothetical protein"
			mips_20_03
	at_At1g08210	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g15000	mips_06_13_04	"serine carboxypeptidase precursor, putative"
			mips_40_25
			mips_62_02_01_02
	at_At2g03200 -	mips_04	"putative chloroplast nucleoid DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
			mips_99
	at_At2g05850	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g27920	mips_06_01	"putative carboxypeptidase"
			mips_06_04
			mips_06_13
			mips_06_13_04
			mips_06_13_04_02
			mips_40_07
			mips_40_09
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_67
	at_At2g28030	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At2g28040	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g35780	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_07_11
			mips_06_10
			mips_40_25
			mips_62_02_01
			mips_62_02_01_01
	at_At2g28220	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_40_25
	at_At3g02740	mips_06_13_04	"aspartyl protease - like predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g12203	mips_06_07_11	"serine carboxypeptidase, putative"
			mips_40_25
	at_At3g12220	mips_06_01	"hypothetical protein"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g12230	mips_06_07_11	"hypothetical protein"
			mips_40_25
	at_At3g18490 -	mips_04_05	"putative chloroplast nucleoid DNA-binding protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At3g20015	mips_06_13_04	"putative nucleoid chloroplast DNA-binding protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At3g25700	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g26380	mips_01_05	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_40_25
	at_At3g42550 -	mips_06_13	"putative protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g02110	mips_06	"serine carboxypeptidase II like protein"
			mips_06_01
			mips_06_07_11
			mips_06_13
			mips_40_25
			mips_62_02_01_01
			mips_67
	at_At3g56310	mips_01_05	"alpha-galactosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_30_01
			mips_40_25
	at_At3g63470	mips_06_07_11	"serin carboxypeptidase - like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g12920	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g30040	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At4g30610	mips_06_07_11	"SERINE CARBOXYPEPTIDASE II-like protein"
			mips_40_25
	at_At5g19120	mips_06_13_04	"conglutin gamma - like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g22850	mips_06_13_04	"protease-like protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g36180	mips_06_01	"serine carboxypeptidase"
			mips_06_07_11
			mips_06_10
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g43100	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	Propertest Accuracy: 27/33 (81.82%)
	Propertest Frequency class 'mips_40_25': 105/4472 (2.35%)

	New (unknown) data (2658 items):
	at_At1g73310 -	no entry	null
	at_At2g22920 -	no entry	null
	at_At2g22980 -	no entry	null
	at_At3g10450 -	no entry	null
	at_At4g16810 -	no entry	null
	at_At1g28110 -	no entry	null
	at_At3g51350 -	no entry	null
	at_At4g35880 -	no entry	null
	at_At2g12510 -	no entry	null
	at_At2g23000 -	no entry	null
	at_At2g24000 -	no entry	null
	at_At2g33530 -	no entry	null
	at_At3g12240 -	no entry	null
	at_At5g42230 -	no entry	null
	at_At5g42240 -	no entry	null


------------------
Rule 4033
	eval(_1,_2,4.0e-3-0.1),species(_2,candida_albicans__yeast_) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,signal) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	->  class mips_13_05 "cell motility"

	Evaluation on training data (5270 items):
	at_At1g13180	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At1g54050	mips_05	"unknown protein"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_10
			mips_63
			mips_63_01
			mips_63_07
	at_At1g80460 -	mips_01_06_01	"putative glycerol kinase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_10_01_05
			mips_67_07
			mips_67_07_01
	at_At2g19310	mips_06_01	"putative small heat shock protein"
			mips_13_05
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At2g45270 -	mips_06_13	"sialoglycoprotease GCP1 (GCP1)"
			mips_06_99
	at_At3g53750	mips_13_05	"actin (ACT3)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g60830	mips_13_05	"actin - like protein"
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At1g07400	mips_05	"heat shock protein, putative"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
			mips_63_07
	at_At2g27140	mips_06_01	"unknown protein"
			mips_13_05
			mips_13_11
	at_At2g37620	mips_13_05	"actin 3"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At2g42100	mips_13_05	"putative actin"
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At3g33520	mips_13_05	"actin like protein"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At4g16650 -	mips_01	"growth regulator like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At5g12030	mips_13_05	"heat shock protein 17.6A"
			mips_20_25_01
			mips_20_25_01_01
	at_At5g37670 -	mips_06_01	"low-molecular-weight heat shock protein - like"
			mips_11_01_05
			mips_13
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At5g51440	mips_13_05	"mitochondrial heat shock 22 kd protein-like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At5g56180	mips_13_05	"putative protein"
			mips_30_04_03
	at_At5g59370	mips_13	"actin 4"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At5g59720 -	mips_06_01	"heat shock protein 18"
			mips_11_01
			mips_40_16
	at_At5g54660 -	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	Training Accuracy: 14/20 (70.00%)
	Training Frequency class 'mips_13_05': 120/5270 (2.28%)

	Evaluation on validation data (2658 items):
	at_At1g76080 -	mips_25_05_25	"unknown protein"
	at_At2g21370 -	mips_01_06_01	"putative xylulose kinase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_10_01_05
			mips_67_07
			mips_67_07_01
	at_At3g12110	mips_13_05	"unknown protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g18780	mips_13_05	"actin 2"
			mips_30_04_03
			mips_40_04
			mips_63_06
	at_At3g27000	mips_13	"actin related protein, putative"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At3g46230	mips_06_01	"heat shock protein 17"
			mips_13_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
	at_At5g02490 -	mips_11_01_05	"dnaK-type molecular chaperone hsc70.1 - like"
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g09810	mips_13_05	"ACTIN 2/7 (sp|P53492)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At5g47600	mips_13_05	"unknown protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_07
	Validation Accuracy: 6/9 (66.67%)
	Validation Frequency class 'mips_13_05': 60/2658 (2.26%)

	Evaluation on propertest data (4472 items):
	at_At1g49240	mips_13	"actin 11 like protein"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At1g49320 -	mips_13_11_03	"hypothetical protein"
			mips_13_11_03_13
	at_At1g52560	mips_13_05	"small heat stress protein (AtHsp26.5)"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At1g53540	mips_06_01	"17.6 kDa heat shock protein (AA 1-156)"
			mips_11_01
			mips_11_01_05
			mips_13_05
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_20_25_09
			mips_20_25_09_05
	at_At1g59860 -	mips_05	"unknown protein"
			mips_06_01
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	at_At1g09080 -	mips_01_03	"putative luminal binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_06_01
			mips_13_11
			mips_20_25
	at_At2g26080 -	mips_01_01_01_11	"putative glycine dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At2g29500 -	mips_06	"putative small heat shock protein"
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_03
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
	at_At2g32120 -	mips_01_03_16	"70kD heat shock protein"
			mips_01_03_16_01
			mips_06_01
			mips_06_10
			mips_11_01_05
	at_At2g40790 -	mips_02_11	"putative thioredoxin H"
			mips_06_01
			mips_40_27
	at_At2g42090	mips_13_05	"putative actin"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g46520	mips_13_05	"actin 12"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At4g10250 -	mips_06_01	"heat shock protein 22.0"
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At4g16550 -	mips_11_01	"hypothetical protein"
			mips_40_16
	at_At4g21870 -	mips_06_01	"heat shock protein - like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At4g30310 -	mips_01_06_01_01	"putative protein"
			mips_01_06_01_03
			mips_67_07
			mips_67_07_01
	at_At5g09600 -	mips_02_10	"putative protein"
	at_At5g12020	mips_06_01	"heat shock protein 17.6-II"
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_03
	at_At5g02500 -	mips_06_01	"dnaK-type molecular chaperone hsc70.1"
			mips_06_04
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	Propertest Accuracy: 6/19 (31.58%)
	Propertest Frequency class 'mips_13_05': 84/4472 (1.88%)

	New (unknown) data (2658 items):
	at_At4g25200 -	no entry	null
	at_At1g06460 -	no entry	null


------------------
Rule 4032
	eval(_1,_2,4.0e-3-0.1),desc(_2,alpha) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,signal) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	->  class mips_63_07 "structural protein"

	Evaluation on training data (5270 items):
	at_At1g13180	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At1g54050	mips_05	"unknown protein"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_10
			mips_63
			mips_63_01
			mips_63_07
	at_At1g80460 -	mips_01_06_01	"putative glycerol kinase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_10_01_05
			mips_67_07
			mips_67_07_01
	at_At2g19310	mips_06_01	"putative small heat shock protein"
			mips_13_05
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At2g45270 -	mips_06_13	"sialoglycoprotease GCP1 (GCP1)"
			mips_06_99
	at_At3g53750	mips_13_05	"actin (ACT3)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g60830	mips_13_05	"actin - like protein"
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At1g07400	mips_05	"heat shock protein, putative"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
			mips_63_07
	at_At2g37620	mips_13_05	"actin 3"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At2g42100	mips_13_05	"putative actin"
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At3g33520	mips_13_05	"actin like protein"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At4g16650 -	mips_01	"growth regulator like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At5g12030 -	mips_13_05	"heat shock protein 17.6A"
			mips_20_25_01
			mips_20_25_01_01
	at_At5g37670 -	mips_06_01	"low-molecular-weight heat shock protein - like"
			mips_11_01_05
			mips_13
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At5g51440	mips_13_05	"mitochondrial heat shock 22 kd protein-like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At5g56180 -	mips_13_05	"putative protein"
			mips_30_04_03
	at_At5g59370	mips_13	"actin 4"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At5g59720 -	mips_06_01	"heat shock protein 18"
			mips_11_01
			mips_40_16
	at_At5g54660	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	Training Accuracy: 12/19 (63.16%)
	Training Frequency class 'mips_63_07': 116/5270 (2.20%)

	Evaluation on validation data (2658 items):
	at_At1g53070 -	mips_10_01	"protein kinase, putative"
			mips_10_01_01
			mips_10_05
	at_At1g76080 -	mips_25_05_25	"unknown protein"
	at_At2g21370 -	mips_01_06_01	"putative xylulose kinase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_10_01_05
			mips_67_07
			mips_67_07_01
	at_At3g12110	mips_13_05	"unknown protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g18780 -	mips_13_05	"actin 2"
			mips_30_04_03
			mips_40_04
			mips_63_06
	at_At3g27000	mips_13	"actin related protein, putative"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At3g46230 -	mips_06_01	"heat shock protein 17"
			mips_13_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
	at_At5g09810	mips_13_05	"ACTIN 2/7 (sp|P53492)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At5g47600	mips_13_05	"unknown protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_07
	Validation Accuracy: 4/9 (44.44%)
	Validation Frequency class 'mips_63_07': 55/2658 (2.07%)

	Evaluation on propertest data (4472 items):
	at_At1g49240	mips_13	"actin 11 like protein"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At1g49320 -	mips_13_11_03	"hypothetical protein"
			mips_13_11_03_13
	at_At1g52560 -	mips_13_05	"small heat stress protein (AtHsp26.5)"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At1g53540 -	mips_06_01	"17.6 kDa heat shock protein (AA 1-156)"
			mips_11_01
			mips_11_01_05
			mips_13_05
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_20_25_09
			mips_20_25_09_05
	at_At1g59860	mips_05	"unknown protein"
			mips_06_01
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	at_At2g29500 -	mips_06	"putative small heat shock protein"
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_03
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
	at_At2g32120 -	mips_01_03_16	"70kD heat shock protein"
			mips_01_03_16_01
			mips_06_01
			mips_06_10
			mips_11_01_05
	at_At2g40790 -	mips_02_11	"putative thioredoxin H"
			mips_06_01
			mips_40_27
	at_At2g42090	mips_13_05	"putative actin"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g46520	mips_13_05	"actin 12"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At4g10250 -	mips_06_01	"heat shock protein 22.0"
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At4g16550 -	mips_11_01	"hypothetical protein"
			mips_40_16
	at_At4g21870 -	mips_06_01	"heat shock protein - like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At4g30310 -	mips_01_06_01_01	"putative protein"
			mips_01_06_01_03
			mips_67_07
			mips_67_07_01
	at_At5g09600 -	mips_02_10	"putative protein"
	at_At5g12020 -	mips_06_01	"heat shock protein 17.6-II"
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_03
	at_At5g49650 -	mips_01_06_01_01	"xylulose kinase"
			mips_01_06_01_03
			mips_67_07
			mips_67_07_01
	Propertest Accuracy: 4/17 (23.53%)
	Propertest Frequency class 'mips_63_07': 93/4472 (2.08%)

	New (unknown) data (2658 items):
	at_At1g53060 -	no entry	null
	at_At3g09190 -	no entry	null
	at_At4g25200 -	no entry	null
	at_At5g01090 -	no entry	null
	at_At1g07460 -	no entry	null
	at_At5g03350 -	no entry	null
	at_At1g53080 -	no entry	null
	at_At3g16530 -	no entry	null


------------------
Rule 3984
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,escherichia),db_ref(_2,prints) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,trypanosoma) = 0
	->  class mips_20_25 "animal specific systemic sensing and response"

	Evaluation on training data (5270 items):
	at_At1g16030	mips_06_01	""
			mips_06_10
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g23760 -	mips_13_11_03	"putative polygalacuronase isoenzyme 1 beta subunit"
			mips_13_11_03_13
	at_At1g26940 -	mips_06_01	"unknown protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At1g54050 -	mips_05	"unknown protein"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_10
			mips_63
			mips_63_01
			mips_63_07
	at_At1g79920	mips_01_03_16	"putative heat-shock protein (At1g79920)"
			mips_01_03_16_01
			mips_04_05_05_11
			mips_11_01_05
			mips_20_25_16
	at_At1g79930	mips_01_03	"putative heat-shock protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_11
			mips_06_01
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At2g19310	mips_06_01	"putative small heat shock protein"
			mips_13_05
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At2g45270 -	mips_06_13	"sialoglycoprotease GCP1 (GCP1)"
			mips_06_99
	at_At1g01940	mips_20_25_16	"hypothetical protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g07400	mips_05	"heat shock protein, putative"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
			mips_63_07
	at_At2g15790	mips_04	"cyclophilin-40"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
	at_At2g16600	mips_20_25_16	"cytosolic cyclophilin (ROC3)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g21130	mips_20_25_16	"cyclophilin (CYP2)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g27140 -	mips_06_01	"unknown protein"
			mips_13_05
			mips_13_11
	at_At2g38730	mips_20_25_16	"putative peptidyl-prolyl cis-trans isomerase"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g09440	mips_06_01	"heat-shock protein (At-hsc70-3)"
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At3g25580	mips_13_11_01	"unknown protein"
			mips_13_11_03
			mips_13_11_03_07
			mips_20_25_01
			mips_20_25_01_01
			mips_62_02_05
	at_At3g44600	mips_05	"unknown protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g55920	mips_20_25_16	"cyclophilin protein (ROC15)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g56070	mips_05	"peptidylprolyl isomerase"
			mips_06
			mips_06_01
			mips_06_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
			mips_99
	at_At4g16650	mips_01	"growth regulator like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At4g24280	mips_01_03_16	"hsp 70-like protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_11
			mips_06_01
			mips_11_01_05
			mips_20_25
	at_At4g33060 -	mips_43	"putative protein"
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34870	mips_05	"peptidylprolyl isomerase (cyclophilin)"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34960	mips_05	"cyclophilin - like protein (ROC14)"
			mips_05_04
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g38740	mips_06_01	"peptidylprolyl isomerase ROC1"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g12030	mips_13_05	"heat shock protein 17.6A"
			mips_20_25_01
			mips_20_25_01_01
	at_At5g13120 -	mips_06_01	"chloroplast cyclophilin ROC8"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g28540 -	mips_01_03_16	"luminal binding protein"
			mips_01_03_16_01
			mips_11_01_05
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At5g35100 -	mips_11_05_01_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g37670	mips_06_01	"low-molecular-weight heat shock protein - like"
			mips_11_01_05
			mips_13
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At5g42020 -	mips_03_03_02	"luminal binding protein (dbj|BAA13948.1)"
			mips_25_05_25
	at_At5g51440	mips_13_05	"mitochondrial heat shock 22 kd protein-like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At5g59720 -	mips_06_01	"heat shock protein 18"
			mips_11_01
			mips_40_16
	at_At5g54660	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	at_At5g67530	mips_20_25_16	"peptidylprolyl isomerase (cyclophilin)-like"
	Training Accuracy: 25/36 (69.44%)
	Training Frequency class 'mips_20_25': 237/5270 (4.50%)

	Evaluation on validation data (2658 items):
	at_At1g31660 -	mips_13	"putative protein"
			mips_13_07
	at_At1g70370 -	mips_13_11_03	"putative protein"
			mips_13_11_03_13
	at_At1g11660	mips_11_01_05	"putative heat-shock protein"
			mips_13_11
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At2g36130	mips_20_25_16	"cyclophilin protein (ROC10)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g47320 -	mips_06_01	"putative peptidyl-prolyl cis-trans isomerase"
			mips_06_04
			mips_13_11
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At3g66654	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g46230	mips_06_01	"heat shock protein 17"
			mips_13_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
	at_At4g27670 -	mips_06_01	"heat shock protein 21"
	at_At4g37910 -	mips_01_03_16	"heat shock protein 70 like protein"
			mips_01_03_16_01
			mips_04_05_05_11
			mips_11_01_05
			mips_11_01_07
	at_At5g02490 -	mips_11_01_05	"dnaK-type molecular chaperone hsc70.1 - like"
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g47600	mips_13_05	"unknown protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_07
	Validation Accuracy: 5/11 (45.45%)
	Validation Frequency class 'mips_20_25': 108/2658 (4.06%)

	Evaluation on propertest data (4472 items):
	at_At1g49320 -	mips_13_11_03	"hypothetical protein"
			mips_13_11_03_13
	at_At1g52560	mips_13_05	"small heat stress protein (AtHsp26.5)"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At1g53540	mips_06_01	"17.6 kDa heat shock protein (AA 1-156)"
			mips_11_01
			mips_11_01_05
			mips_13_05
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_20_25_09
			mips_20_25_09_05
	at_At1g53720	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g56410	mips_03_03_02	"hypothetical protein"
			mips_06_01
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_25_05_25
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g59860	mips_05	"unknown protein"
			mips_06_01
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	at_At1g60390 -	mips_13_11_03	""
			mips_13_11_03_13
	at_At1g09080	mips_01_03	"putative luminal binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_06_01
			mips_13_11
			mips_20_25
	at_At2g29500	mips_06	"putative small heat shock protein"
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_03
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
	at_At2g29960 -	mips_06_01	"cyclophilin"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At2g32120 -	mips_01_03_16	"70kD heat shock protein"
			mips_01_03_16_01
			mips_06_01
			mips_06_10
			mips_11_01_05
	at_At3g12580	mips_06_01	"putative protein"
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At3g22840 -	mips_02_30	"early light-induced protein"
	at_At3g22920	mips_20_25_16	"cyclophilin, putative"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g62030	mips_20_25_16	"peptidylprolyl isomerase ROC4"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g01480 -	mips_06_01	"thylakoid lumen rotamase like protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_62
			mips_62_01
			mips_62_01_05
	at_At4g10250	mips_06_01	"heat shock protein 22.0"
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At4g16550 -	mips_11_01	"hypothetical protein"
			mips_40_16
	at_At4g21870	mips_06_01	"heat shock protein - like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At5g09590	mips_01_03_16	"heat shock protein 70 (Hsc70-5)"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
	at_At5g12020 -	mips_06_01	"heat shock protein 17.6-II"
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_03
	at_At5g49910	mips_11_01_05	"heat shock protein 70 (Hsc70-7)"
			mips_20_25_16
	at_At5g58710	mips_06_01	"cyclophilin ROC7"
			mips_14_01_03
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g02500	mips_06_01	"dnaK-type molecular chaperone hsc70.1"
			mips_06_04
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g20970 -	mips_05	"small heat shock protein -like"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_01
			mips_63_07
	Propertest Accuracy: 16/25 (64.00%)
	Propertest Frequency class 'mips_20_25': 215/4472 (4.81%)

	New (unknown) data (2658 items):
	at_At1g20340 -	no entry	null
	at_At4g25200 -	no entry	null
	at_At3g15520 -	no entry	null
	at_At4g07560 -	no entry	null
	at_At1g06460 -	no entry	null
	at_At1g76100 -	no entry	null


------------------
Rule 3669
	eval(_1,_2,0.0-9.0e-25),desc(_2,chromosome) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,zinc) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,thermotoga) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,pezizomycotina) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,rhizobiaceae) = 0
	->  class mips_06_01 "protein folding and stabilization"

	Evaluation on training data (5270 items):
	at_At1g24120 -	mips_11_01_05	"DNAJ-like heatshock protein (At1g24120)"
			mips_13
			mips_13_11
			mips_63_01
	at_At1g28210	mips_03_01	"AtJ1 (atj)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_05
			mips_06_01
			mips_06_04
			mips_08
			mips_08_04
			mips_08_07
			mips_11_01
			mips_13_11
			mips_40_07
	at_At1g48900	mips_06_01	"unknown protein (At1g48900)"
			mips_06_04
			mips_08_02
	at_At1g71000 -	mips_11_01_05	""
			mips_13_11
	at_At1g79030 -	mips_11_01_05	"hypothetical protein"
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At1g80920	mips_06_01	"putative J8 protein"
			mips_11_01_05
	at_At2g05230	mips_06_01	"hypothetical protein"
	at_At2g26890	mips_05	"unknown protein"
			mips_06_01
			mips_08
			mips_08_10
			mips_11_01
			mips_13_11
			mips_30_19
	at_At1g11040 -	mips_03_03_01_01	"DnaJ isolog"
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_11_01_05
	at_At3g08910 -	mips_11_01_05	"putative heat shock protein"
	at_At3g08970	mips_06_01	"putative DnaJ protein"
			mips_11_01_05
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At3g12170	mips_06_01	"hypothetical protein"
			mips_30_04
	at_At3g14200	mips_06_01	"hypothetical protein"
			mips_11_01_05
	at_At3g62190	mips_06	"putative protein"
			mips_06_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_62_02_01
			mips_62_02_01_02
			mips_63_01
	at_At3g62600	mips_03_01_03	"unknown protein"
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_06_01
	at_At4g39150 -	mips_11_01_05	"dnaJ-like protein"
	at_At5g09540	mips_06_01	"putative protein"
	at_At5g22060 -	mips_03_03_01_01	"DNAJ PROTEIN HOMOLOG ATJ"
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_08_04
	at_At5g37440	mips_05_04	"contains similarity to DnaJ protein"
			mips_06_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At5g37750 -	mips_62_02_01_02	"putative protein"
	at_At5g49060 -	mips_62_02_01_02	"DNAJ-like protein"
	at_At5g49580	mips_06_01	"putative protein"
			mips_11_01_01
			mips_11_01_05
			mips_11_01_99
	at_At5g50620	mips_03_03	"unknown protein"
			mips_03_03_01
			mips_05
			mips_06_01
			mips_11_01
	at_At5g59610 -	mips_37	"putative protein"
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At5g62780	mips_06_01	"putative protein"
			mips_11_01_05
			mips_30_07
			mips_40_07
	at_At5g16650	mips_06_01	"unknown protein"
			mips_06_04
			mips_08_10
			mips_11_01_05
			mips_13_11
			mips_30_19
	Training Accuracy: 16/26 (61.54%)
	Training Frequency class 'mips_06_01': 114/5270 (2.16%)

	Evaluation on validation data (2658 items):
	at_At1g16680	mips_01_04	"hypothetical protein"
			mips_06_01
			mips_11_01_05
			mips_13_03
			mips_13_03_01
	at_At1g77020 -	mips_08_04	""
	at_At2g20550	mips_03_03_01_01	"putative heat shock protein"
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_06_01
	at_At2g41000	mips_05_04	"putative DnaJ protein"
			mips_06_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At2g34860	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_05
			mips_06
			mips_06_01
			mips_06_04
			mips_08
			mips_08_04
			mips_08_07
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_03
			mips_40_07
			mips_99
	at_At3g47940	mips_06_01	"heat shock protein-like protein"
			mips_11_01_05
	at_At4g09350	mips_06_01	"putative protein"
			mips_11_01_05
			mips_30_07
	at_At4g28480	mips_05_04	"heat-shock protein"
			mips_06_01
			mips_11_01_05
	at_At5g25530	mips_03	"heat-shock protein - like"
			mips_03_03
			mips_03_03_01
			mips_06_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_63_01
	at_At5g58810 -	mips_06_13	"cucumisin precursor - like"
	at_At5g64360 -	mips_08_04	"unknown protein"
			mips_08_07
			mips_62_02_01_02
	Validation Accuracy: 8/11 (72.73%)
	Validation Frequency class 'mips_06_01': 56/2658 (2.11%)

	Evaluation on propertest data (4472 items):
	at_At1g68370 -	mips_03_03_01_01	"ARG1 protein (Altered Response to Gravity)"
			mips_03_03_01_01_01
			mips_03_03_01_02
	at_At1g75690	mips_03_03	"unknown protein"
			mips_05
			mips_06_01
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_30_04
			mips_40_16
	at_At2g20560 -	mips_11_01_05	"putative heat shock protein"
	at_At2g22360 -	mips_03_03_01_01_01	"DnaJ like protein"
			mips_03_03_01_02
			mips_11_01_05
	at_At2g35720 -	mips_37	"putative DnaJ protein"
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At2g01710	mips_02	"unknown protein"
			mips_02_11
			mips_06_01
	at_At2g25560 -	mips_08_04	"putative DnaJ protein"
	at_At3g44110	mips_03_01_03	"dnaJ protein homolog atj3"
			mips_03_03_01_01
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_06_01
			mips_08_04
			mips_08_07
	at_At3g57340	mips_05	"dnaJ-like protein"
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At4g10130	mips_06_01	"putative protein"
			mips_11_01_05
	at_At4g13830	mips_06_01	"DnaJ-like protein"
			mips_11_01_05
			mips_30_07
	at_At4g21640 -	mips_06_13	"subtilisin-like protease"
	at_At4g39960 -	mips_03_03_01_01_01	"DnaJ like protein"
			mips_03_03_01_02
			mips_08_04
	at_At5g18140 -	mips_11_01_05	"unknown protein"
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At5g19660 -	mips_01_06_10	"subtilisin-like protein"
			mips_06_07_11
			mips_06_13_99
			mips_13_11_03
			mips_13_11_03_03
	at_At5g23240	mips_06_01	"putative protein"
	at_At5g05750	mips_06_01	"DnaJ-like protein"
	Propertest Accuracy: 8/17 (47.06%)
	Propertest Frequency class 'mips_06_01': 105/4472 (2.35%)

	New (unknown) data (2658 items):
	at_At1g20150 -	no entry	null
	at_At2g05250 -	no entry	null
	at_At2g38000 -	no entry	null
	at_At5g50510 -	no entry	null
	at_At5g51750 -	no entry	null
	at_At5g53150 -	no entry	null
	at_At5g59120 -	no entry	null
	at_At5g61670 -	no entry	null
	at_At5g66950 -	no entry	null
	at_At5g45650 -	no entry	null
	at_At1g20160 -	no entry	null
	at_At4g20430 -	no entry	null
	at_At5g17840 -	no entry	null
	at_At5g58820 -	no entry	null
	at_At5g59090 -	no entry	null
	at_At5g59100 -	no entry	null


------------------
Rule 3980
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,escherichia),db_ref(_2,prints) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,trypanosoma) = 0
	->  class mips_06_01 "protein folding and stabilization"

	Evaluation on training data (5270 items):
	at_At1g16030	mips_06_01	""
			mips_06_10
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g23760 -	mips_13_11_03	"putative polygalacuronase isoenzyme 1 beta subunit"
			mips_13_11_03_13
	at_At1g26940	mips_06_01	"unknown protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At1g54050	mips_05	"unknown protein"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_10
			mips_63
			mips_63_01
			mips_63_07
	at_At1g79920 -	mips_01_03_16	"putative heat-shock protein (At1g79920)"
			mips_01_03_16_01
			mips_04_05_05_11
			mips_11_01_05
			mips_20_25_16
	at_At1g79930	mips_01_03	"putative heat-shock protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_11
			mips_06_01
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At2g19310	mips_06_01	"putative small heat shock protein"
			mips_13_05
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At2g45270 -	mips_06_13	"sialoglycoprotease GCP1 (GCP1)"
			mips_06_99
	at_At1g01940 -	mips_20_25_16	"hypothetical protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g07400	mips_05	"heat shock protein, putative"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
			mips_63_07
	at_At2g15790	mips_04	"cyclophilin-40"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
	at_At2g16600 -	mips_20_25_16	"cytosolic cyclophilin (ROC3)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g21130 -	mips_20_25_16	"cyclophilin (CYP2)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g27140	mips_06_01	"unknown protein"
			mips_13_05
			mips_13_11
	at_At2g38730 -	mips_20_25_16	"putative peptidyl-prolyl cis-trans isomerase"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g09440	mips_06_01	"heat-shock protein (At-hsc70-3)"
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At3g25580 -	mips_13_11_01	"unknown protein"
			mips_13_11_03
			mips_13_11_03_07
			mips_20_25_01
			mips_20_25_01_01
			mips_62_02_05
	at_At3g44600	mips_05	"unknown protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g55920 -	mips_20_25_16	"cyclophilin protein (ROC15)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g56070	mips_05	"peptidylprolyl isomerase"
			mips_06
			mips_06_01
			mips_06_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
			mips_99
	at_At4g16650	mips_01	"growth regulator like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At4g24280	mips_01_03_16	"hsp 70-like protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_11
			mips_06_01
			mips_11_01_05
			mips_20_25
	at_At4g33060 -	mips_43	"putative protein"
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34870	mips_05	"peptidylprolyl isomerase (cyclophilin)"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34960	mips_05	"cyclophilin - like protein (ROC14)"
			mips_05_04
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g38740	mips_06_01	"peptidylprolyl isomerase ROC1"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g12030 -	mips_13_05	"heat shock protein 17.6A"
			mips_20_25_01
			mips_20_25_01_01
	at_At5g13120	mips_06_01	"chloroplast cyclophilin ROC8"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g28540 -	mips_01_03_16	"luminal binding protein"
			mips_01_03_16_01
			mips_11_01_05
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At5g35100 -	mips_11_05_01_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g37670	mips_06_01	"low-molecular-weight heat shock protein - like"
			mips_11_01_05
			mips_13
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At5g42020 -	mips_03_03_02	"luminal binding protein (dbj|BAA13948.1)"
			mips_25_05_25
	at_At5g51440 -	mips_13_05	"mitochondrial heat shock 22 kd protein-like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
			mips_63_07
	at_At5g59720	mips_06_01	"heat shock protein 18"
			mips_11_01
			mips_40_16
	at_At5g54660	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	at_At5g67530 -	mips_20_25_16	"peptidylprolyl isomerase (cyclophilin)-like"
	Training Accuracy: 20/36 (55.56%)
	Training Frequency class 'mips_06_01': 114/5270 (2.16%)

	Evaluation on validation data (2658 items):
	at_At1g31660 -	mips_13	"putative protein"
			mips_13_07
	at_At1g70370 -	mips_13_11_03	"putative protein"
			mips_13_11_03_13
	at_At1g11660 -	mips_11_01_05	"putative heat-shock protein"
			mips_13_11
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At2g36130 -	mips_20_25_16	"cyclophilin protein (ROC10)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g47320	mips_06_01	"putative peptidyl-prolyl cis-trans isomerase"
			mips_06_04
			mips_13_11
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At3g66654	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g46230	mips_06_01	"heat shock protein 17"
			mips_13_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
	at_At4g27670	mips_06_01	"heat shock protein 21"
	at_At4g37910 -	mips_01_03_16	"heat shock protein 70 like protein"
			mips_01_03_16_01
			mips_04_05_05_11
			mips_11_01_05
			mips_11_01_07
	at_At5g02490 -	mips_11_01_05	"dnaK-type molecular chaperone hsc70.1 - like"
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g47600 -	mips_13_05	"unknown protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_07
	Validation Accuracy: 4/11 (36.36%)
	Validation Frequency class 'mips_06_01': 56/2658 (2.11%)

	Evaluation on propertest data (4472 items):
	at_At1g49320 -	mips_13_11_03	"hypothetical protein"
			mips_13_11_03_13
	at_At1g52560 -	mips_13_05	"small heat stress protein (AtHsp26.5)"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At1g53540	mips_06_01	"17.6 kDa heat shock protein (AA 1-156)"
			mips_11_01
			mips_11_01_05
			mips_13_05
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_20_25_09
			mips_20_25_09_05
	at_At1g53720	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g56410	mips_03_03_02	"hypothetical protein"
			mips_06_01
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_25_05_25
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g59860	mips_05	"unknown protein"
			mips_06_01
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	at_At1g60390 -	mips_13_11_03	""
			mips_13_11_03_13
	at_At1g09080	mips_01_03	"putative luminal binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_06_01
			mips_13_11
			mips_20_25
	at_At2g29500	mips_06	"putative small heat shock protein"
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_03
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63
			mips_63_01
	at_At2g29960	mips_06_01	"cyclophilin"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At2g32120	mips_01_03_16	"70kD heat shock protein"
			mips_01_03_16_01
			mips_06_01
			mips_06_10
			mips_11_01_05
	at_At3g12580	mips_06_01	"putative protein"
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At3g22840 -	mips_02_30	"early light-induced protein"
	at_At3g22920 -	mips_20_25_16	"cyclophilin, putative"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g62030 -	mips_20_25_16	"peptidylprolyl isomerase ROC4"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g01480	mips_06_01	"thylakoid lumen rotamase like protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_62
			mips_62_01
			mips_62_01_05
	at_At4g10250	mips_06_01	"heat shock protein 22.0"
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_01
	at_At4g16550 -	mips_11_01	"hypothetical protein"
			mips_40_16
	at_At4g21870	mips_06_01	"heat shock protein - like"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47_03_02
	at_At5g09590 -	mips_01_03_16	"heat shock protein 70 (Hsc70-5)"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
	at_At5g12020	mips_06_01	"heat shock protein 17.6-II"
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_03
	at_At5g49910 -	mips_11_01_05	"heat shock protein 70 (Hsc70-7)"
			mips_20_25_16
	at_At5g58710	mips_06_01	"cyclophilin ROC7"
			mips_14_01_03
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g02500	mips_06_01	"dnaK-type molecular chaperone hsc70.1"
			mips_06_04
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g20970	mips_05	"small heat shock protein -like"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_01
			mips_63_07
	Propertest Accuracy: 16/25 (64.00%)
	Propertest Frequency class 'mips_06_01': 105/4472 (2.35%)

	New (unknown) data (2658 items):
	at_At1g20340 -	no entry	null
	at_At4g25200 -	no entry	null
	at_At3g15520 -	no entry	null
	at_At4g07560 -	no entry	null
	at_At1g06460 -	no entry	null
	at_At1g76100 -	no entry	null


------------------
Rule 5056
	eval(_1,_2,4.0e-3-0.1),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae) = 0
	eval(_1,_2,8.0e-10-2.0e-5),db_ref(_2,prosite),desc(_2,in) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
	->  class mips_02_01 "glycolysis and gluconeogenesis"

	Evaluation on training data (5270 items):
	at_At1g47840 -	mips_02	"hexokinase, putative"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_40_03
			mips_40_16
			mips_63_19
	at_At1g76550	mips_02_01	"putative pyrophosphate-dependent phosphofructokinase alpha subunit"
	at_At1g79550	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	at_At2g04400	mips_01_01_01_11	"indole-3-glycerol phosphate synthase like protein"
			mips_01_01_01_11_13
			mips_01_07_01
			mips_02_01
	at_At2g43180	mips_02	"putative carboxyphosphonoenolpyruvate mutase"
			mips_01_05_01
			mips_01_20
			mips_02_01
			mips_02_22
	at_At3g12780	mips_01_05_01_01_01	"phosphoglycerate kinase like protein"
			mips_02_01
	at_At3g20040 -	mips_01	"hexokinase, putative"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_40_16
			mips_63
			mips_63_19
	at_At4g26270	mips_01_05_04	"putative pyrophosphate-dependent phosphofructo-1-kinase"
			mips_02_01
			mips_02_01_03
	at_At4g29130	mips_01_05	"hexokinase"
			mips_01_05_01_01
			mips_01_05_04
			mips_02_01
			mips_03
			mips_03_03
			mips_03_03_01
			mips_63_19
	at_At4g29220	mips_02_01	"pyrophosphate-dependent phosphofructo-1-kinase-like protein"
	at_At5g56630	mips_01_05_04	"pyrophosphate-dependent phosphofructo-1-kinase-like protein"
			mips_02_01
	at_At5g61580	mips_01_05_04	"pyrophosphate-dependent phosphofructo-1-kinase - like protein"
			mips_02_01
			mips_02_01_03
	at_At5g47810	mips_02	"pyrophosphate-fructose-6-phosphate 1-phosphotransferase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_04
			mips_02_01
			mips_40_03
	Training Accuracy: 11/13 (84.62%)
	Training Frequency class 'mips_02_01': 100/5270 (1.90%)

	Evaluation on validation data (2658 items):
	at_At1g19920 -	mips_01_02	"ATP sulfurylase"
			mips_01_02_01
			mips_01_02_99
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_01
			mips_01_03_01_01_03
			mips_01_03_01_01_99
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_01
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_07_03
			mips_01_03_10
			mips_25_05_10
			mips_25_05_17
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
	at_At1g20950	mips_01_05_04	"putative pyrophosphate-dependent phosphofructokinase alpha subunit"
			mips_02_01
	at_At2g46110 -	mips_01_07_01	"3-methyl-2-oxobutanoate hydroxy-methyl-transferase"
	at_At3g22890 -	mips_01_02_01	"ATP sulfurylase, putative"
			mips_01_02_01_11
			mips_01_03_01
			mips_01_03_01_03
			mips_25_05_10
			mips_25_05_17
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g32840	mips_02_01	"putative pyrophosphate--fructose-6-phosphate 1-phosphotransferase"
	at_At4g37840	mips_02_01	"hexokinase - like protein"
	at_At5g61410 -	mips_01_05_01_01_01	"ribulose-5-phosphate-3-epimerase"
			mips_02_07
			mips_02_07_01
			mips_02_07_03
	Validation Accuracy: 3/7 (42.86%)
	Validation Frequency class 'mips_02_01': 47/2658 (1.77%)

	Evaluation on propertest data (4472 items):
	at_At1g29410 -	mips_01_01_01_11_13	"phosphoribosylanthranilate isomerase (At1g29410)"
	at_At1g33030 -	mips_01_20_17	"putative protein"
			mips_01_20_17_03
			mips_01_20_35_01
			mips_01_20_50
	at_At1g50460 -	mips_01_05_04	"hexokinase, putative"
	at_At1g77060	mips_02_01	"carboxyphosphonoenolpyruvate mutase like protein"
			mips_02_22
	at_At1g12000	mips_01_05_04	"putative pyrophosphate-fructose-6-phosphate 1-phosphotransferase"
			mips_02_01
	at_At2g19860 -	mips_01_05_04	"hexokinase (ATHXK2)"
	at_At2g22480	mips_01_05_01_01	"pyrophosphate--fructose-6-phosphate 1-phosphotransferase like protein"
			mips_01_05_04
			mips_02_01
	at_At3g61530 -	mips_01_07	"3-methyl-2-oxobutanoate hydroxy-methyl-transferase-like protein"
			mips_01_07_01
			mips_30_01
	at_At4g14680 -	mips_01_02	"ATP-sulfurylase"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_03_01
			mips_01_03_01_03
			mips_25_05_10
			mips_25_05_17
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g35150 -	mips_01_20_17_03	"O-methyltransferase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At4g04040	mips_01_05_04	"putative phosphofructokinase beta subunit"
			mips_02_01
			mips_02_01_03
	at_At5g43780 -	mips_01_02_01	"ATP sulfurylase precursor (gb|AAD26634.1)"
			mips_01_02_01_11
			mips_01_03_01
			mips_01_03_01_03
			mips_03
			mips_03_01
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_30
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	Propertest Accuracy: 4/12 (33.33%)
	Propertest Frequency class 'mips_02_01': 61/4472 (1.36%)

	New (unknown) data (2658 items):
	at_At1g56190 -	no entry	null


------------------
Rule 6171
	eval(_1,_2,4.0e-3-0.1),classification(_2,canis),keyword(_2,transmembrane) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,spirochaetes),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),desc(_2,type) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,bos),desc(_2,subunit) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_02_01 "glycolysis and gluconeogenesis"

	Evaluation on training data (5270 items):
	at_At1g19540	mips_02_01	"2'-hydroxyisoflavone reductase, putative"
			mips_11_99
	at_At1g25460 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g30620	mips_01_03	"UDP-galactose 4-epimerase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
	at_At1g32100	mips_01_05_01_01_01	"pinoresinol-lariciresinol reductase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g47290	mips_01	"3-beta-hydroxysteroid dehydrogenase, putative"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_40_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_05
	at_At1g63180	mips_01_03	"uridine diphosphate glucose epimerase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g64440	mips_01_03	"UDP-galactose 4-epimerase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g73250	mips_01_05_01_01_01	"GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g75280	mips_01_03	"putative NADPH oxidoreductase"
			mips_01_05_01_01_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g80820 -	mips_01_03	"cinnamoyl CoA reductase like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g45310	mips_01_05_99	"putative nucleotide sugar epimerase"
			mips_02_01
	at_At2g02400	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09340 -	mips_01_05_01_01_01	"putative RNA-binding protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33600 -	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g43420 -	mips_01_05_01_01_01	"putative sterol dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At3g14790 -	mips_01_05_01_03_01	"dTDP-glucose 4,6-dehydratase, putative"
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g23820	mips_01_05_01_01_01	"NAD dependent epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At3g46440 -	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratases-like protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g51160	mips_01_05_01_03_02	"GDP-D-mannose-4,6-dehydratase (MUR1)"
			mips_01_05_99
			mips_02_01
	at_At4g00110	mips_01_05_01_01_01	"putative nucleotide sugar epimerase"
			mips_01_05_99
			mips_02_01
	at_At4g00560	mips_01_05_01_01_01	"putative dTDP-6-deoxy-L-mannose-dehydrogenase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g20460	mips_01_05_01_01_01	"UDP-glucose 4-epimerase - like protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g23920	mips_01_03	"UDPglucose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_01
			mips_30_01
	at_At4g30470 -	mips_01_05_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_10_03
	at_At4g33030	mips_01_05_01_01	"sulfolipid biosynthesis protein SQD1"
			mips_01_05_01_01_01
			mips_01_06_99
			mips_02_01
			mips_06_13_04
			mips_30_02
	at_At4g33360 -	mips_01_06_01	"putative dihydrokaempferol 4-reductase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_07
			mips_40_10_03
	at_At4g34540	mips_01_03	"isoflavone reductase - like protein"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At4g35420 -	mips_01_05_01_01_01	"putative protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_40_10_03
	at_At4g39230	mips_01_05_01_01_01	"NAD(P)H oxidoreductase, isoflavone reductase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_01
			mips_11_99
	at_At1g12780	mips_01_05_01_03	"uridine diphosphate glucose epimerase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g14700 -	mips_01_01_01_11	"cinnamoyl CoA reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_02
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At5g19440 -	mips_01_03	"cinnamyl-alcohol dehydrogenase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g28840	mips_01_05_01_01	"GDP-mannose 3,5-epimerase"
			mips_01_05_01_01_01
			mips_02_01
			mips_40_10_03
	at_At5g59290 -	mips_01_03	"dTDP-glucose 4-6-dehydratase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	Training Accuracy: 21/34 (61.76%)
	Training Frequency class 'mips_02_01': 100/5270 (1.90%)

	Evaluation on validation data (2658 items):
	at_At1g02000	mips_01_05_01_01_01	"nucleotide sugar epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At1g75290	mips_01_03	"NADPH oxidoreductase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g75300	mips_01_03	"NADPH oxidoreductase, putative"
			mips_01_05_01_01_01
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g08200	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g15950 -	mips_01_05_01_03_01	"unknown protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g53500 -	mips_01_03	"dTDP-D-glucose 4,6-dehydratase, putative"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g26260	mips_01_05_01_01_01	"3-beta-hydroxysteroid dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_47_03_15
			mips_47_03_15_05
	at_At2g28760	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33630	mips_01_05	"putative steroid dehydrogenase"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At2g45400 -	mips_01_05_01_01	"putative flavonol reductase"
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_40_10
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34850	mips_01_03	"putative UDP-galactose-4-epimerase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g44540 -	mips_01_01_01	"acyl CoA reductase - protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g44560 -	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06
			mips_01_06_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At4g10960	mips_01_03	"UDP-galactose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g12250	mips_01_03	"nucleotide sugar epimerase -like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g33790 -	mips_01_06_01_05	"male sterility 2-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g42800 -	mips_01_05_01_01_01	"dihydroflavonol 4-reductase"
			mips_01_05_01_03_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g02240	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
	Validation Accuracy: 11/18 (61.11%)
	Validation Frequency class 'mips_02_01': 47/2658 (1.77%)

	Evaluation on propertest data (4472 items):
	at_At1g50450 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_34
	at_At1g61720 -	mips_01	"putative protein"
			mips_01_03
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30
			mips_30_01
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g66800 -	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_04
			mips_04_05_01_04
			mips_30
			mips_40
			mips_40_10
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g78570	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09480 -	mips_01_05_01_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09490 -	mips_01_05_01_03_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09500 -	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09510 -	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g17890	mips_02_01	"GDP-L-fucose synthetase like protein"
	at_At1g68540 -	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g76470	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g23910 -	mips_01_05_01_03_02	"cinnamoyl CoA reductase like protein"
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
	at_At2g27860	mips_01_05_01_01_01	"putative dTDP-glucose 4-6-dehydratase"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33590 -	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34350 -	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_07
	at_At2g37660	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_30_01
	at_At2g47650	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At3g11980 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g44550 -	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01
	at_At3g53520 -	mips_01_05_01_01	"UDP-glucuronic acid decarboxylase (UXS1)"
			mips_01_05_99
	at_At3g56700 -	mips_01_06_01_05	"putative protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g62830	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratase homolog D18"
			mips_01_05_99
			mips_02_01
			mips_40_10_03
	at_At4g13660 -	mips_01_20_35	"isoflavone reductase-like protein"
			mips_01_20_35_01
			mips_11_99
	at_At4g27250 -	mips_01_05_01_03_02	"putative protein"
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
	at_At4g30440	mips_01_05_01_01_01	"nucleotide sugar epimerase-like protein"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At5g22500 -	mips_01_06_01_05	"male sterility 2-like protein (emb|CAA68191.1)"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g58490	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g60730 -	mips_08_01	"ATPase - like protein"
			mips_11_07
			mips_30_03
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g66280	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	at_At5g22420 -	mips_01_06_01_05	"acyl CoA reductase-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	Propertest Accuracy: 10/30 (33.33%)
	Propertest Frequency class 'mips_02_01': 61/4472 (1.36%)

	New (unknown) data (2658 items):
	at_At1g19690 -	no entry	null
	at_At1g34470 -	no entry	null
	at_At3g09450 -	no entry	null
	at_At4g31530 -	no entry	null
	at_At4g18810 -	no entry	null


------------------
Rule 5285
	eval(_1,_2,4.0e-3-0.1),classification(_2,urochordata) = 0
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,neoteleostei) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,euteleostei) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,bos),keyword(_2,glycoprotein) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,firmicutes),keyword(_2,atp_binding) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,firmicutes),keyword(_2,membrane) = 0
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,485.0-667.0),classification(_2,canis) = 0
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,15.0-349.0),classification(_2,coturnix) = 0
	eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,atp_binding),db_ref(_2,tigrfams) = 0
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,oryctolagus_cuniculus__rabbit_),desc(_2,receptor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,metazoa),db_ref(_2,smart) = 1
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,xenopus),keyword(_2,signal) = 0
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),keyword(_2,hypothetical_protein) = 1
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),classification(_2,mammalia) = 1
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,nuclear_protein),db_ref(_2,mgd) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),desc(_2,precursor) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,arabidopsis) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,1005.0-6487.0),classification(_2,cetartiodactyla) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),db_ref(_2,prints) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,schizosaccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,firmicutes) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,alpha) = 1
	->  class mips_04_09 "RNA localisation"

	Evaluation on training data (5270 items):
	at_At1g02970	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g32320	mips_03	"MAP kinase, putative"
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_13
			mips_13_11
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g54510	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g60940	mips_01_04	"putative serine/threonine-protein kinase"
			mips_04_09
			mips_06_07
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g76540 -	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g78290	mips_03_03_01_02	"protein kinase 1 like protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g26890 -	mips_01_04	"putative NPK1-related protein kinase"
			mips_06_07
			mips_13_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
	at_At4g33950 -	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_At2g05060	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At1g08650	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g32850	mips_04_09	"serine/threonine protein kinase like protein"
			mips_06_07_03
			mips_13_07
			mips_25_05_25
			mips_40_04_03
	at_At2g37840	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g38490	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_05
			mips_05_04
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At2g40500	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g40560	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40870	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41930	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g45490	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At1g10940	mips_01_04	"Ser/Thr kinase"
			mips_04_09
			mips_06_07
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At3g12200	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g20830	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g21220	mips_03_03_01_02	"MAP kinase kinase 5"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g22750	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g25250 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g44610	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g46140	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g50500	mips_04_09	"protein kinase SPK-2"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At4g08800	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g14580 -	mips_01_04	"CBL-interacting protein kinase 4 (CIPK4)"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
	at_At4g24400	mips_04_09	"serine/threonine kinase-like protein"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_25
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_04_03
	at_At4g28540	mips_01	"protein kinase ADK1-like protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g28860	mips_04_09	"protein kinase - like protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g32250	mips_04_09	"putative protein"
			mips_25_05_25
			mips_40_04_03
	at_At5g18700 -	mips_01_04	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_07
			mips_30_04
			mips_30_04_05
	at_At5g35410	mips_04_09	"serine/threonine protein kinase SOS2 (gb|AAF62923.1)"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g55560	mips_04_09	"putative protein"
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g08160	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g67080	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 34/41 (82.93%)
	Training Frequency class 'mips_04_09': 69/5270 (1.31%)

	Evaluation on validation data (2658 items):
	at_At1g03920 -	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	at_At1g68830 -	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At1g73690 -	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g25760	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g25880	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g26980	mips_04_09	"CBL-interacting protein kinase 3 (CIPK3)"
			mips_40_04_03
	at_At2g30980 -	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g36570 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g40580 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g24720	mips_01	"protein kinase, putative"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_13
			mips_25_05_25
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_98
	at_At3g48750 -	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g13000 -	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g26070	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26100 -	mips_01_04	"Col-0 casein kinase I like protein"
	at_At4g26610 -	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_At4g29810 -	mips_01_02	"MAP kinase kinase 2"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g09890 -	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	at_At5g43320 -	mips_03_01_05_01	"casein kinase I"
			mips_20_11
			mips_62_01
			mips_62_01_01
	at_At5g44100 -	mips_01_04	"casein kinase I"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
	at_At5g50180 -	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At5g56580 -	mips_01_02	"protein kinase MEK1 homolog"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_35
			mips_35_03
			mips_35_03_05
			mips_35_03_05_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
	at_At5g66850	mips_01_02	"MAP protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g01820 -	mips_25_05_10	"putative protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	Validation Accuracy: 7/24 (29.17%)
	Validation Frequency class 'mips_04_09': 28/2658 (1.05%)

	Evaluation on propertest data (4472 items):
	at_At1g20930 -	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g04210 -	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g51660	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g73500	mips_03_03_01_02	"unknown protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_25_05_25
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g13350 -	mips_03_03_01_01	"Unknown protein"
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g50230	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g23030	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g34180 -	mips_06_07_03	"putative protein kinase"
	at_At2g34290	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g38620 -	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g05840 -	mips_14_01_03	"shaggy related protein kinase, ASK-GAMMA"
			mips_25_05_07
	at_At3g06230	mips_01_04	"putative MAP kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g17510 -	mips_14_04_03_01	"CBL-interacting protein kinase 1 (CIPK1)"
			mips_30_04_05
	at_At3g27560 -	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g45670 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_40_04_05
	at_At3g45790	mips_04_09	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At3g51630 -	mips_01_05_04	"MAP kinase like protein"
	at_At3g54180 -	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g10730 -	mips_10_01_09	"putative protein kinase"
			mips_10_01_09_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g28880 -	mips_01	"protein kinase like protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63
			mips_63_19
	at_At4g32660 -	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g32830	mips_04_09	"putative serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g40010	mips_01_04	"putative serine/threonine protein kinase"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g08590 -	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g26751 -	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g27790 -	mips_01_04	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_30_04_05
	at_At5g39390 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g39420 -	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g63650	mips_01_04	"serine/threonine-protein kinase"
			mips_01_05_04
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g47750 -	mips_01	"protein kinase (EC 2.7.1.37) 5 (pir||JN0505)"
			mips_01_04
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_99
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	Propertest Accuracy: 10/31 (32.26%)
	Propertest Frequency class 'mips_04_09': 58/4472 (1.30%)

	New (unknown) data (2658 items):
	at_At1g24030 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g70110 -	no entry	null
	at_At3g23000 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At3g20860 -	no entry	null
	at_At3g45420 -	no entry	null
	at_At3g59730 -	no entry	null
	at_At4g23140 -	no entry	null
	at_At4g29050 -	no entry	null
	at_At4g30960 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g27510 -	no entry	null
	at_At5g01810 -	no entry	null
	at_At2g11530 -	no entry	null
	at_At3g55550 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At5g54590 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g01140 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At5g04510 -	no entry	null
	at_At4g04700 -	no entry	null


------------------
Rule 5293
	eval(_1,_2,4.0e-3-0.1),classification(_2,urochordata) = 0
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,neoteleostei) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,bos),keyword(_2,glycoprotein) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,firmicutes),keyword(_2,membrane) = 0
	eval(_1,_2,4.0e-3-0.1),mol_wt(_2,1574.0-38820.0),desc(_2,nuclear) = 0
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,1005.0-6487.0),classification(_2,emericella) = 0
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,485.0-667.0),classification(_2,canis) = 0
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,15.0-349.0),classification(_2,coturnix) = 0
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,oryctolagus_cuniculus__rabbit_),desc(_2,receptor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),db_ref(_2,pir),desc(_2,kinase) = 1
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,metazoa),db_ref(_2,smart) = 1
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),keyword(_2,hypothetical_protein) = 1
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),classification(_2,mammalia) = 1
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,homolog) = 0
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,nuclear_protein),db_ref(_2,mgd) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),desc(_2,precursor) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,arabidopsis) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,1005.0-6487.0),classification(_2,cetartiodactyla) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),db_ref(_2,prints) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,schizosaccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,firmicutes) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,alpha) = 1
	->  class mips_30_04 "cytoskeleton"

	Evaluation on training data (5270 items):
	at_At1g02970	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g32320 -	mips_03	"MAP kinase, putative"
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_13
			mips_13_11
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g54510	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g60940	mips_01_04	"putative serine/threonine-protein kinase"
			mips_04_09
			mips_06_07
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g70430	mips_04_05_01_04_01	"hypothetical protein"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04_03_01
			mips_14_04_09
			mips_14_04_09_01
			mips_30_04_03
			mips_30_04_05
			mips_40_04_03
	at_At1g73670	mips_10_01_05	"putative MAP kinase (At1g73670)"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_13_05
			mips_14_04_03_01
			mips_30_04_05
	at_At1g76540 -	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g26890	mips_01_04	"putative NPK1-related protein kinase"
			mips_06_07
			mips_13_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
	at_At4g33950	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_At2g05060 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At1g08650	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g09000	mips_14_04_03	"NPK1-related protein kinase 1S (ANP1)"
			mips_14_04_03_01
			mips_30_04_05
	at_At2g32850 -	mips_04_09	"serine/threonine protein kinase like protein"
			mips_06_07_03
			mips_13_07
			mips_25_05_25
			mips_40_04_03
	at_At2g37840	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g38490	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_05
			mips_05_04
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At2g40120 -	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g40500	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g40560	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40730	mips_13_07	"unknown protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g40870 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41930 -	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g45490	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At1g10940	mips_01_04	"Ser/Thr kinase"
			mips_04_09
			mips_06_07
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At3g12200	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g22750	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g25250 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g44610	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g46140	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g50500	mips_04_09	"protein kinase SPK-2"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At4g08470	mips_04_09	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_13
			mips_25
			mips_25_05
			mips_25_05_13
			mips_30
			mips_30_04
			mips_33_03_13
			mips_35_03_17
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At4g08800 -	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g14580	mips_01_04	"CBL-interacting protein kinase 4 (CIPK4)"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
	at_At4g24400 -	mips_04_09	"serine/threonine kinase-like protein"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_25
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_04_03
	at_At4g28540	mips_01	"protein kinase ADK1-like protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g28860	mips_04_09	"protein kinase - like protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g32250 -	mips_04_09	"putative protein"
			mips_25_05_25
			mips_40_04_03
	at_At5g18700	mips_01_04	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_07
			mips_30_04
			mips_30_04_05
	at_At5g35410	mips_04_09	"serine/threonine protein kinase SOS2 (gb|AAF62923.1)"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g45430	mips_03_03_01_01_09	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g55560	mips_04_09	"putative protein"
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g58940 -	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
	at_At5g08160	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g66880	mips_01	"protein kinase, 41K (EC 2.7.1.-) (pir||S71172)"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_19
			mips_98
	at_At5g67080	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 34/48 (70.83%)
	Training Frequency class 'mips_30_04': 156/5270 (2.96%)

	Evaluation on validation data (2658 items):
	at_At1g03920 -	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	at_At1g57700 -	mips_03_01_03	""
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g68830 -	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At1g73690 -	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g09450 -	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g53700 -	mips_14_01_03	"auxin-induced protein kinase, putative"
	at_At2g25760 -	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g25880	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g26980 -	mips_04_09	"CBL-interacting protein kinase 3 (CIPK3)"
			mips_40_04_03
	at_At2g30980	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g36570 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g40580 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g53930	mips_14_04_03_01	"putative protein"
			mips_30_04_05
	at_At3g24720	mips_01	"protein kinase, putative"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_13
			mips_25_05_25
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_98
	at_At3g46930 -	mips_06_07_03	"protein kinase 6-like protein"
			mips_10_01_05
			mips_10_01_05_01
	at_At3g48750 -	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g08730 -	mips_63_17_01	"putative ribosomal-protein S6 kinase (ATPK6)"
	at_At4g08480	mips_01_04	"putative mitogen-activated protein kinase"
			mips_04_09
			mips_11_05_01
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At4g10010 -	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_At4g13000 -	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26100 -	mips_01_04	"Col-0 casein kinase I like protein"
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_At4g29810 -	mips_01_02	"MAP kinase kinase 2"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g09890 -	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	at_At5g43320 -	mips_03_01_05_01	"casein kinase I"
			mips_20_11
			mips_62_01
			mips_62_01_01
	at_At5g44100 -	mips_01_04	"casein kinase I"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
	at_At5g50180 -	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At5g56580 -	mips_01_02	"protein kinase MEK1 homolog"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_35
			mips_35_03
			mips_35_03_05
			mips_35_03_05_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
	at_At5g66850	mips_01_02	"MAP protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g01820 -	mips_25_05_10	"putative protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g01920 -	mips_03_03_03	"putative protein"
			mips_06_07_03
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_25_05_10
			mips_25_05_17
	Validation Accuracy: 7/32 (21.88%)
	Validation Frequency class 'mips_30_04': 77/2658 (2.90%)

	Evaluation on propertest data (4472 items):
	at_At1g20930 -	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g04210 -	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g51660 -	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g04700 -	mips_01_04	"putative Ser/Thr protein kinase"
	at_At1g73500 -	mips_03_03_01_02	"unknown protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_25_05_25
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g09600 -	mips_03_03_01_01_09	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g13350 -	mips_03_03_01_01	"Unknown protein"
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g50230	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g19470	mips_03_01_05_01	"putative casein kinase I"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g34180 -	mips_06_07_03	"putative protein kinase"
	at_At2g34290 -	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g42880	mips_04_09	"MAP kinase 4 homolog"
			mips_13_05
			mips_14_10_02
			mips_30_04
			mips_40_04_03
	at_At2g38620 -	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g05840 -	mips_14_01_03	"shaggy related protein kinase, ASK-GAMMA"
			mips_25_05_07
	at_At3g06230	mips_01_04	"putative MAP kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g27560 -	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g45240 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At3g45670 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_40_04_05
	at_At3g45790 -	mips_04_09	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At3g51630 -	mips_01_05_04	"MAP kinase like protein"
	at_At3g54180 -	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g63260 -	mips_01_04	"ATMRK1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At4g10730	mips_10_01_09	"putative protein kinase"
			mips_10_01_09_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g16970 -	mips_01_02	"kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_99
	at_At4g28670 -	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At4g28880 -	mips_01	"protein kinase like protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63
			mips_63_19
	at_At4g32660 -	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g32830	mips_04_09	"putative serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g40010	mips_01_04	"putative serine/threonine protein kinase"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g08590 -	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g26751	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g27790	mips_01_04	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_30_04_05
	at_At5g39390 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g39420 -	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g58350 -	mips_01_02	"MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_01_05
			mips_01_05_04
			mips_06_07
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_40_03
			mips_63_19
	at_At5g63650	mips_01_04	"serine/threonine-protein kinase"
			mips_01_05_04
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g47750 -	mips_01	"protein kinase (EC 2.7.1.37) 5 (pir||JN0505)"
			mips_01_04
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_99
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	Propertest Accuracy: 10/38 (26.32%)
	Propertest Frequency class 'mips_30_04': 135/4472 (3.02%)

	New (unknown) data (2658 items):
	at_At1g24030 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g70110 -	no entry	null
	at_At3g23000 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At2g43690 -	no entry	null
	at_At3g20860 -	no entry	null
	at_At3g45420 -	no entry	null
	at_At3g59730 -	no entry	null
	at_At3g59740 -	no entry	null
	at_At4g23140 -	no entry	null
	at_At4g29050 -	no entry	null
	at_At4g30960 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g27510 -	no entry	null
	at_At5g01810 -	no entry	null
	at_At2g11530 -	no entry	null
	at_At3g55550 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At5g10520 -	no entry	null
	at_At5g54590 -	no entry	null
	at_At5g01550 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g01140 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At1g12580 -	no entry	null
	at_At3g08870 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At5g04510 -	no entry	null
	at_At4g04700 -	no entry	null
	at_At4g23300 -	no entry	null
	at_At4g23320 -	no entry	null
	at_At5g65600 -	no entry	null


------------------
Rule 4796
	eval(_1,_2,0.0-9.0e-25),classification(_2,culicoidea) = 0
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transport),db_ref(_2,tigrfams) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,apicomplexa) = 1
	->  class mips_40_08 "Golgi"

	Evaluation on training data (5270 items):
	at_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g47590 -	mips_08_16	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At1g01200 -	mips_08_16	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g22950 -	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g19640	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g18770 -	mips_06_04	"putative signal recognition particle receptor beta subunit"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
	at_At1g09180	mips_06_07_99	"putative GTP-binding protein, SAR1B"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870 -	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g10630	mips_06_04	"similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_02
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g09900 -	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g15060 -	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g53610 -	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At4g17530	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g35860 -	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g39890 -	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990 -	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g10260 -	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g14670 -	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g59150	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g03530	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g17060	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g60860 -	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g09910	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	Training Accuracy: 23/37 (62.16%)
	Training Frequency class 'mips_40_08': 115/5270 (2.18%)

	Evaluation on validation data (2658 items):
	at_At1g28550 -	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g56330	mips_04	"unknown protein"
			mips_06
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g05810	mips_06_04	"RAS-related protein ARA-1"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g06400	mips_08_07	"putative protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At1g09630	mips_06_04	"putative RAS-related protein, RAB11C"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g31930 -	mips_10_01_05	"hypothetical protein"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_13
			mips_13_11
			mips_13_11_03
			mips_62_02_01_02
			mips_63_19
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g49870	mips_06_04	"ADP-RIBOSYLATION FACTOR like protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At4g17170 -	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g20020 -	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 7/12 (58.33%)
	Validation Frequency class 'mips_40_08': 60/2658 (2.26%)

	Evaluation on propertest data (4472 items):
	at_At1g02440 -	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g02620	mips_08_07	"GTP-binding protein Sar1, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g49300	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At1g07410 -	mips_06_04	"small G protein, putative"
			mips_08_16
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_07
			mips_63_19
			mips_63_19_05
	at_At1g02130 -	mips_10_01_05_05	"GTP-binding protein, ara-5"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At1g02430	mips_06_04	"hypothetical protein"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g23460 -	mips_10_01_05	"extra-large GTP-binding protein (XLG1)"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At3g03120	mips_06_07_99	"putative ADP-ribosylation factor"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g07410	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730 -	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g21700 -	mips_10_01_05	"putative SGP1 monomeric G-protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g49860	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840 -	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290 -	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g09720 -	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g17160 -	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18430 -	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800 -	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g34390 -	mips_10_01_05_05	"extra-large G-protein - like"
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_62_02_01_02
	at_At4g02080 -	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At5g20010 -	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g39620	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g39960 -	mips_08_16	"putative protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g44290 -	mips_03_03_01_01_09	"cyclin-dependent protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g45130 -	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59840 -	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g64990 -	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270 -	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560 -	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g03520	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g05670 -	mips_08_07_03	"signal recognition particle receptor beta subunit-like protein"
			mips_08_07_25
			mips_08_07_27
			mips_08_07_99
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_07
			mips_30_08
			mips_30_09
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g54840	mips_04	"SGP1 monomeric G-protein (emb|CAB54517.1)"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	Propertest Accuracy: 13/37 (35.14%)
	Propertest Frequency class 'mips_40_08': 97/4472 (2.17%)

	New (unknown) data (2658 items):
	at_At2g41140 -	no entry	null
	at_At3g12160 -	no entry	null
	at_At5g65960 -	no entry	null


------------------
Rule 3443
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,mycoplasma_genitalium),desc(_2,homolog) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transport) = 1
	->  class mips_40_08 "Golgi"

	Evaluation on training data (5270 items):
	at_At1g22180	mips_08_07	"unknown protein (At1g22180)"
			mips_08_07_07
			mips_40_08
			mips_48
	at_At1g22530	mips_01_06_13	"unknown protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At1g47830	mips_08_07	"clathrin coat assembly protein AP17, putative"
			mips_08_07_22
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At1g55690 -	mips_01_06_13	"Phosphatidylinositol Transfer Protein, putative"
			mips_63_09
			mips_67_13
	at_At1g60780 -	mips_08_07_22	"putative Clathrin Coat Assembly protein"
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At1g60970 -	mips_08_07_22	"coatomer zeta subunit like protein"
			mips_08_07_22_01
			mips_40_09
			mips_45_03_09
	at_At1g72150	mips_01_06_13	"putative cytosolic factor protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At1g75170 -	mips_08_07_07	"unknown protein"
			mips_48
			mips_63_21
			mips_63_21_99
	at_At2g21520 -	mips_01_06_13	"putative phosphatidylinositol/phosphatidylcholine transfer protein"
			mips_08_07
			mips_63_09
	at_At2g15900 -	mips_06_04	"hypothetical protein"
	at_At2g17380	mips_08_07	"clathrin assembly protein AP19, small subunit"
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
	at_At2g19790	mips_08_07	"putative clathrin assembly protein"
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
	at_At1g10730 -	mips_06_04	"putative clathrin-coat assembly protein"
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_07_22_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_02
			mips_40_03
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At3g09490	mips_40_08	"hypothetical protein"
	at_At3g10210 -	mips_10_01_05_05	"unknown protein"
			mips_62_02_01_01
			mips_62_02_01_02
	at_At3g46450	mips_08_07	"putative protein"
			mips_08_07_07
			mips_40_08
			mips_48
	at_At3g50860	mips_08_07	"putative clathrin coat assembly protein"
			mips_40_08
			mips_40_09
	at_At4g03430 -	mips_04_05_05	"putative pre-mRNA splicing factor"
			mips_04_05_05_01
			mips_40_10_99
	at_At4g09160	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At4g24550 -	mips_08_07	"clathrin coat assembly like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_03
			mips_13_03_01
			mips_30_02
			mips_30_08
			mips_30_22
			mips_30_25
			mips_40_09
	at_At4g35410 -	mips_40_09	"clathrin assembly protein AP19 homolog"
	at_At5g56160 -	mips_08_07	"putative protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_13
			mips_63_13_99
	at_At5g06140	mips_10_05_01	"sorting nexin-like protein"
			mips_10_05_01_12
			mips_40_08
	at_At5g47510	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	Training Accuracy: 12/24 (50.00%)
	Training Frequency class 'mips_40_08': 115/5270 (2.18%)

	Evaluation on validation data (2658 items):
	at_At1g19650 -	mips_01_06_13	"sec14 cytosolic factor, putative"
			mips_08_07
			mips_63_09
	at_At1g05370 -	mips_01_06_13	"hypothetical protein"
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At2g18180 -	mips_01_06_13	"putative phosphatidylinositol/phophatidylcholine transfer protein"
			mips_63_09
			mips_67_13
	at_At2g32450 -	mips_05	"putative O-GlcNAc transferase"
			mips_06_07
			mips_20
	at_At3g51670	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
	at_At4g34580 -	mips_01_06_13	"putative protein"
			mips_63_09
	at_At4g36640	mips_01_06_13	"putative protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At4g39170	mips_01_06_13	"unknown protein"
			mips_08_07
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_67_13
	at_At4g39180 -	mips_01	"SEC14 - like protein"
			mips_01_06
			mips_01_06_13
			mips_63_09
			mips_63_21
			mips_63_21_99
			mips_67
	at_At5g05010	mips_10	"coatomer delta subunit (delta-coat protein) (delta-COP)"
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
	at_At5g07120	mips_06_04	"putative protein"
			mips_06_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_40_08
	at_At5g42890 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_25
			mips_20
			mips_40
			mips_40_16
			mips_40_19
			mips_63
			mips_63_13
			mips_63_13_99
			mips_67
			mips_67_13
	at_At5g46630 -	mips_06_04	"AP47/50p (gb|AAB88283.1)"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_03
			mips_13_03_01
			mips_30
			mips_30_22
			mips_30_25
			mips_40_02
			mips_40_03
			mips_40_09
	at_At5g56290 -	mips_30_19	"peroxisomal targeting signal type 1 receptor"
			mips_40_19
	at_At5g63060 -	mips_01_07	"unknown protein"
			mips_06_04
			mips_08_07_07
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_04
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
			mips_67
	Validation Accuracy: 5/15 (33.33%)
	Validation Frequency class 'mips_40_08': 60/2658 (2.26%)

	Evaluation on propertest data (4472 items):
	at_At1g56590 -	mips_40_09	"clathrin coat assembly protein, putative"
			mips_40_25
	at_At1g69340 -	mips_03_01_09	"unknown protein (At1g69340)"
			mips_03_01_09_05
			mips_03_01_99
			mips_10_01_05
			mips_10_01_05_05
			mips_30_10
			mips_30_10_03
			mips_35_03_17
			mips_40_10_03
	at_At1g01630 -	mips_01	"polyphosphoinositide binding protein, putative"
			mips_01_07
			mips_08
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
			mips_67
	at_At1g14820	mips_08_07	"phosphatidylinositol/phosphatidylcholine transfer protein, putative"
			mips_08_07_07
			mips_40_08
			mips_48
			mips_63_09
			mips_67_13
	at_At1g55840 -	mips_01_06_13	"polyphosphoinositide binding protein, putative"
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At2g21540 -	mips_01_06_13	"putative phosphatidylinositol/phophatidylcholine transfer protein"
			mips_63_09
	at_At2g37400 -	mips_06_07_02	"unknown protein"
			mips_06_07_02_01
	at_At3g18420 -	mips_06_07_02	"unknown protein"
			mips_06_07_02_01
	at_At3g22410 -	mips_01_06_13	"hypothetical protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_09
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
	at_At3g53560 -	mips_06_07_02	"putative protein"
			mips_06_07_02_01
			mips_06_13_01
	at_At3g09800 -	mips_40_09	"putative coatomer zeta subunit (zeta-coat protein)"
	at_At4g08690 -	mips_63_21	"putative phosphoglyceride transfer protein"
			mips_63_21_99
	at_At4g36490 -	mips_01_06_13	"hypothetical protein"
			mips_63_09
	at_At5g47730 -	mips_01_06	"putative protein"
			mips_01_06_13
			mips_08
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At5g02590 -	mips_14_01_03	"putative protein"
			mips_25_05_09
	Propertest Accuracy: 1/15 (6.67%)
	Propertest Frequency class 'mips_40_08': 97/4472 (2.17%)

	New (unknown) data (2658 items):
	at_At1g26760 -	no entry	null
	at_At5g63200 -	no entry	null
	at_At1g27460 -	no entry	null
	at_At1g05150 -	no entry	null
	at_At1g15370 -	no entry	null
	at_At1g15240 -	no entry	null
	at_At3g04240 -	no entry	null
	at_At3g05420 -	no entry	null
	at_At3g47080 -	no entry	null
	at_At4g08520 -	no entry	null


------------------
Rule 5580
	eval(_1,_2,9.0e-25-8.0e-10),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,maloideae) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,trichocomaceae) = 0
	->  class mips_02_16 "fermentation"

	Evaluation on training data (5270 items):
	at_At1g04420	mips_02_16	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
	at_At1g04690	mips_01	"putative K+ channel, beta subunit"
			mips_01_05
			mips_02_16
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02
			mips_62_02_99
			mips_67
			mips_67_01
			mips_67_04
	at_At1g60680	mips_01_05_01_01_01	""
			mips_02_16
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_62
			mips_62_02
			mips_62_02_99
			mips_67_01
			mips_67_04
	at_At1g60730	mips_01_05_01_01_01	"unknown protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	at_At1g64710 -	mips_01_20_01	"putative protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g65560	mips_02_16	"putative oxido reductase (At1g65560)"
	at_At2g21890	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At1g10810	mips_01_05_01_01_01	"putative auxin-induced protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50_25
	at_At3g15090	mips_01_20_01	"zinc-binding dehydrogenase, putative"
			mips_01_20_01_05
			mips_02_16
	at_At3g45770	mips_02_16	"nuclear receptor binding factor-like protein"
	at_At4g13010	mips_02_16	"unknown protein"
	at_At4g37970	mips_01_05_01_01_03	"cinnamyl alcohol dehydrogenase -like protein, LCADa"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At4g37980	mips_01_05_01_01	"cinnamyl-alcohol dehydrogenase ELI3-1"
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_40_16
			mips_63_09
			mips_63_17_09
			mips_67_15
	at_At5g61510	mips_02	"quinone oxidoreductase - like protein"
			mips_01_05_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_40_16
			mips_63_17
			mips_63_17_09
	Training Accuracy: 13/14 (92.86%)
	Training Frequency class 'mips_02_16': 60/5270 (1.14%)

	Evaluation on validation data (2658 items):
	at_At1g60690	mips_01_05_01_01_01	""
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At1g60750	mips_01_05_01_01_01	""
			mips_02_01
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50
			mips_67_50_25
	at_At1g22430 -	mips_01_20	"Very similar to alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g22440 -	mips_01_20_01	"Very similar to alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At1g77120 -	mips_01_20_01	"alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At2g21730	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At4g33670 -	mips_13_01	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
			mips_67_15
	at_At4g39330	mips_01_20_01	"cinnamyl-alcohol dehydrogenase CAD1"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At5g63620 -	mips_01_20_01	"alcohol dehydrogenase-like protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	Validation Accuracy: 4/9 (44.44%)
	Validation Frequency class 'mips_02_16': 26/2658 (0.98%)

	Evaluation on propertest data (4472 items):
	at_At1g32780 -	mips_01_06_01_05	"alcohol dehydrogenase like protein"
			mips_01_20_01
			mips_01_20_01_05
	at_At1g60710 -	mips_01_05_01_01_01	"unknown protein"
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At1g72680	mips_01_20_01	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At1g79870 -	mips_01_01_01_11_01	"putative D-isomer specific 2-hydroxyacid dehydrogenase"
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At2g27680 -	mips_08_19	"unknown protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	at_At3g19450	mips_01_05_01_01_03	"putative cinnamyl alcohol dehydrogenase 2"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At3g56460	mips_02_16	"quinone reductase-like protein"
			mips_11_07
	at_At4g22110 -	mips_01_20_01	"alcohol dehydrogenase like protein"
			mips_01_20_01_05
	at_At4g34230	mips_01_20_35	"cinnamyl alcohol dehydrogenase like protein"
			mips_01_20_35_01
			mips_02_16
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At4g37990	mips_01_05_01_01_03	"cinnamyl-alcohol dehydrogenase ELI3-2"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At5g16960	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g24760 -	mips_01_05_01	"alcohol dehydrogenase - like protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g42250 -	mips_01_20	"alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g43940 -	mips_01_20_01	"alcohol dehydrogenase (EC 1.1.1.1) class III (pir||S71244)"
			mips_01_20_01_05
			mips_63_17_09
			mips_67_15
	at_At5g51970 -	mips_01_05_01_01_01	"sorbitol dehydrogenase-like protein"
			mips_01_20_01
			mips_01_20_01_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17
			mips_63_17_09
			mips_67_15
	Propertest Accuracy: 6/15 (40.00%)
	Propertest Frequency class 'mips_02_16': 37/4472 (0.83%)

	New (unknown) data (2658 items):
	at_At1g26320 -	no entry	null
	at_At5g37940 -	no entry	null
	at_At5g37980 -	no entry	null


------------------
Rule 5519
	eval(_1,_2,4.0e-3-0.1),classification(_2,hordeum) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,activator) = 1
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,rhodobacterales) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,1005.0-6487.0),classification(_2,schizosaccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	->  class mips_02_16 "fermentation"

	Evaluation on training data (5270 items):
	at_At1g20490	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g20500	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At1g20560 -	mips_01_06_01_01	"unknown protein (At1g20560)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g21540	mips_01_05_01_01_03	"amp-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g51680 -	mips_01_06_01_01	"4-coumarate--coenzyme A ligase (At4CL1)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g55320	mips_01_05_01_01_03	"acetyl-CoA synthetase, putative"
			mips_01_06_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At1g65880 -	mips_01_06_01	""
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_02_99
			mips_30_01
	at_At1g66120 -	mips_01_06_01_01	"hypothetical protein"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g68270 -	mips_02	"putative amp-binding protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_25
	at_At1g75960	mips_01_05_01_01_03	"AMP-binding protein, putative"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g76290	mips_01_05_01_01_03	"putative AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_40_19
	at_At1g77240	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g16910 -	mips_01_06_01	"AMP-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_20_03
			mips_40_27
			mips_40_27_99
	at_At1g07420 -	mips_01_06	"unknown protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At3g23790 -	mips_01_06_01_01	"AMP-binding protein, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
	at_At4g19010	mips_01_05_01_01_03	"4-coumarate-CoA ligase - like"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g16340	mips_01_05_01_01	"AMP-binding protein"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	Training Accuracy: 9/17 (52.94%)
	Training Frequency class 'mips_02_16': 60/5270 (1.14%)

	Evaluation on validation data (2658 items):
	at_At1g65060	mips_01_05_01_01_03	"4-coumarate:CoA ligase 3 (4CL3)"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g20480	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At4g33010 -	mips_01_01_01_11	"P-Protein - like protein"
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At5g35930 -	mips_01_20_37	"unknown protein"
			mips_01_20_37_03
			mips_11_05_03
	at_At5g47910 -	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At5g63380	mips_01_05_01_01_03	"4-coumarate-CoA ligase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Validation Accuracy: 3/6 (50.00%)
	Validation Frequency class 'mips_02_16': 26/2658 (0.98%)

	Evaluation on propertest data (4472 items):
	at_At1g20510	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g30520	mips_01_05_01_01_03	"unknown protein (At1g30520)"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g65890 -	mips_01_06_01_01	"putative protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g77590 -	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_25_05_25
	at_At1g62940 -	mips_01_06_01_01	"4-coumarate:coenzyme A ligase, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At2g17650 -	mips_01_06_01_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_35_01
			mips_02_25
	at_At2g47240 -	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At3g16170	mips_01_05_01_01	"long-chain acyl-CoA like synthetase"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_05_99
			mips_40_19
	at_At3g21230	mips_02	"putative 4-coumarate:CoA ligase 2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g21240	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase 2"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g48990	mips_01_05_01_01	"4-coumarate-CoA ligase -like protein"
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At4g11230 -	mips_11_05_03	"respiratory burst oxidase homolog F - like protein"
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_15
	at_At4g14070 -	mips_01_06_01	"A6 anther-specific protein (Z97335.16)"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g00620 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At5g16370	mips_01_05_01_01_03	"AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g23050	mips_01_05_01_01_03	"acetyl-CoA synthetase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g36880	mips_01_05_01_01_03	"acetyl-CoA synthetase"
			mips_01_06_01
			mips_01_06_01_05
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	Propertest Accuracy: 9/17 (52.94%)
	Propertest Frequency class 'mips_02_16': 37/4472 (0.83%)

	New (unknown) data (2658 items):
	at_At4g05160 -	no entry	null


------------------
Rule 2971
	eval(_1,_2,0.0-9.0e-25),classification(_2,viruses) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
	->  class mips_03_01 "DNA processing"

	Evaluation on training data (5270 items):
	at_At1g20390	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At2g11940	mips_03_01_05	"putative retroelement gag/pol polyprotein"
			mips_03_01_05_03
			mips_29_01
	at_At2g06170	mips_03_01_05_03	"putative Ty3-gypsy-like retroelement pol polyprotein"
	at_At2g06470	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g06890	mips_03_01	"putative retroelement integrase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g07660	mips_03	"putative retroelement pol polyprotein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
			mips_63_03
	at_At2g10690	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At2g12930	mips_03_01_03	"pseudogene"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At2g14040	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g14640	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g15100	mips_03_01_03	"putative retroelement pol polyprotein"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At3g31530	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
			mips_63
			mips_63_03
	at_At4g07600	mips_03_01	""
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At4g07660	mips_03_01	"putative athila transposon protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_06_13
			mips_29
	at_At4g09710	mips_03_01_03	"RNA-directed DNA polymerase -like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g04230	mips_03_01_05_03	"putative transposon protein"
			mips_29_01
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_03_01': 369/5270 (7.00%)

	Evaluation on validation data (2658 items):
	at_At1g36120	mips_03_01_03	"putative reverse transcriptase gb|AAD22339.1"
			mips_03_01_05
			mips_03_01_05_03
	at_At1g36590	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
	at_At2g14400	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At2g04670	mips_03_01	"putative retroelement pol polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g05610	mips_03_01	"putative retroelement pol polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g10830	mips_03_01_03	"pseudogene"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At2g12040	mips_03_01_03	"T10J7.2"
			mips_03_01_05
			mips_03_01_05_03
	at_At3g06800 -	mips_67_15	"hypothetical protein"
	at_At4g03800	mips_03_01_03	""
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	Validation Accuracy: 8/9 (88.89%)
	Validation Frequency class 'mips_03_01': 193/2658 (7.26%)

	Evaluation on propertest data (4472 items):
	at_At1g35370	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g37060	mips_03_01_05_03	"Athila retroelment ORF 1, putative"
	at_At1g37200	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_06_13
			mips_29
			mips_29_01
	at_At1g20570 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_01_01_11
			mips_03_03_05
			mips_03_03_05_01
			mips_03_03_05_99
			mips_30_04
			mips_30_04_05
			mips_30_04_99
			mips_40_04_05
			mips_40_05
			mips_63_07
	at_At2g07730	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g13340	mips_03_01	"F14O4.9"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_05
			mips_29_01
			mips_63_17_09
	at_At2g15410	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At2g29120 -	mips_08	"putative ligand-gated ion channel protein (AtGLR2.7)"
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
	at_At2g35050 -	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At2g14650	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At3g11970	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_03
			mips_29_01
	at_At3g44650	mips_03_01_05	"putative protein"
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g10580	mips_03_01_05_03	"putative reverse-transcriptase -like protein"
			mips_29_01
	at_At4g02490	mips_03_01_03	""
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g08100	mips_03_01	"putative polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	Propertest Accuracy: 12/15 (80.00%)
	Propertest Frequency class 'mips_03_01': 317/4472 (7.09%)

	New (unknown) data (2658 items):
	at_At1g30390 -	no entry	null
	at_At1g71220 -	no entry	null
	at_At5g06050 -	no entry	null
	at_At3g29750 -	no entry	null


------------------
Rule 2006
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,in) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,oncorhynchus),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),db_ref(_2,transfac) = 1
	->  class mips_03_01 "DNA processing"

	Evaluation on training data (5270 items):
	at_At1g25430	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g29650	mips_03_01_05_01	"reverse transcriptase, putative"
			mips_29_01
			mips_29_99
	at_At2g05550 -	mips_29_02	"putative non-LTR retroelement reverse transcriptase"
			mips_29_99
	at_At2g05980	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_29
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_98
	at_At2g14430	mips_03_01_05	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g19100	mips_03_01_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_02
			mips_29_99
	at_At1g08970	mips_03_01_99	"transcription factor like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g25550	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g45230	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_29
			mips_29_02
	at_At3g32110	mips_03_01_05_01	"non-LTR reverse transcriptase, putative"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g09710	mips_03_01_03	"RNA-directed DNA polymerase -like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g09980	mips_03_01_09	"unknown protein"
			mips_03_01_09_01
			mips_03_03_02
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_40_10_03
	at_At4g26360	mips_03_01_03	"putative protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_99
	at_At5g38140	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g50470	mips_03_01_03	"putative protein"
			mips_40_10_99
	Training Accuracy: 14/15 (93.33%)
	Training Frequency class 'mips_03_01': 369/5270 (7.00%)

	Evaluation on validation data (2658 items):
	at_At1g68990	mips_03_01	"DNA-directed RNA polymerase"
			mips_03_01_03
			mips_04_05_01_01
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At2g16680	mips_03_01_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At2g28450	mips_03_01_05_01	"putative RNA methyltransferase"
			mips_04_03
			mips_04_03_03
	at_At2g01840	mips_03_01	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g04060	mips_03_01	"putative transposon protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
	Validation Accuracy: 5/5 (100.00%)
	Validation Frequency class 'mips_03_01': 193/2658 (7.26%)

	Evaluation on propertest data (4472 items):
	at_At1g09030 -	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit A"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At1g10160	mips_03_01_05_01	"putative reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g01550	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
	at_At2g15510	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
			mips_63
			mips_63_03
			mips_99
	at_At2g15540 -	mips_29_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_02
			mips_29_99
	at_At2g17910	mips_03_01_05_01	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_99
	at_At2g18820	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_99
			mips_63
			mips_63_03
	at_At2g38560 -	mips_04_05_01_01	"putative elongation factor"
	at_At3g02850 -	mips_10_05_01	"stelar K+ outward rectifying channel (SKOR)"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g25480	mips_03_01_03	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
	at_At3g31420	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g10830	mips_03_01_05_01	"putative protein"
			mips_29_01
			mips_29_99
	Propertest Accuracy: 8/12 (66.67%)
	Propertest Frequency class 'mips_03_01': 317/4472 (7.09%)

	New (unknown) data (2658 items):
	at_At2g28980 -	no entry	null
	at_At1g24640 -	no entry	null
	at_At4g14360 -	no entry	null


------------------
Rule 2410
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,euteleostei),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,liliopsida),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,cricetinae) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,gallus) = 1
	->  class mips_03_01 "DNA processing"

	Evaluation on training data (5270 items):
	at_At1g51060	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g54560	mips_03_01_99	"histone H2A.F/Z"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g27230 -	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g08970	mips_03_01_99	"transcription factor like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28720	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g37470	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At3g20670	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g46030	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g22880	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g27670	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g38140	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g43250	mips_03_01_99	"unknown protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g02560	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g02570	mips_03_01_99	"putative protein"
	at_At5g54640	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	Training Accuracy: 14/15 (93.33%)
	Training Frequency class 'mips_03_01': 369/5270 (7.00%)

	Evaluation on validation data (2658 items):
	at_At1g52740	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07790	mips_03	"histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At3g49850 -	mips_04	"MYB -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At3g45980	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g09480	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At5g50480	mips_03_01_99	"transcription factor Hap5a-like"
			mips_03_03_04
			mips_03_03_04_03
	at_At5g59910	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	Validation Accuracy: 6/7 (85.71%)
	Validation Frequency class 'mips_03_01': 193/2658 (7.26%)

	Evaluation on propertest data (4472 items):
	at_At1g08170	mips_03_01_99	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At1g08880	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g54690	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At2g38810	mips_03_01_99	"histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g53650	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g13570	mips_03	"histone H2A.F/Z - like protein"
			mips_03_01
			mips_03_01_11
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At5g08190 -	mips_04_05_01_01	"DR1-like protein"
			mips_04_05_01_04_03
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g50490	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_40_10_03
	at_At5g59870	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	Propertest Accuracy: 8/9 (88.89%)
	Propertest Frequency class 'mips_03_01': 317/4472 (7.09%)

	New (unknown) data (2658 items):
	at_At1g54230 -	no entry	null
	at_At1g54260 -	no entry	null
	at_At1g67680 -	no entry	null
	at_At2g18050 -	no entry	null
	at_At2g47810 -	no entry	null
	at_At5g27910 -	no entry	null
	at_At5g08780 -	no entry	null
	at_At1g21970 -	no entry	null
	at_At1g72740 -	no entry	null
	at_At1g06760 -	no entry	null


------------------
Rule 1379
	eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,phosphorylation),desc(_2,putative) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,asteridae),db_ref(_2,prodom) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,ascomycota),keyword(_2,tyrosine_protein_kinase) = 0
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,schizosaccharomyces_pombe__fission_yeast_),keyword(_2,transcription_regulation) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,smart) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,saccharomyces_cerevisiae__baker_s_yeast_),db_ref(_2,transfac) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,eukaryota),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,oryza),db_ref(_2,prodom) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,homo),species(_2,homo_sapiens__human_) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),db_ref(_2,transfac) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,candida) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,hydra) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,escherichia) = 0
	->  class mips_03_01 "DNA processing"

	Evaluation on training data (5270 items):
	at_At1g17680 -	mips_40_10_99	"hypothetical protein"
	at_At1g17790 -	mips_14_01_03	"putative protein"
			mips_14_04_03
			mips_14_04_03_05
	at_At1g02670	mips_03_01_99	"hypothetical protein"
			mips_40_10_03
	at_At1g20720	mips_03_01_05_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_05
			mips_04_05_01_01
			mips_40_10_07
	at_At1g03280 -	mips_04_05_01_01	"unknown protein (At1g03280)"
			mips_63_03_01
	at_At1g30810 -	mips_63_03_01	"similar to Human XE169 protein"
	at_At1g34710	mips_03_01_03	"hypothetical protein"
	at_At1g03750	mips_03_01_99	"hypothetical protein"
			mips_40_10_03
	at_At1g04050	mips_03_01	"hypothetical protein"
			mips_03_01_99
			mips_04_05_01_04_05
			mips_06_01
			mips_40_10_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
	at_At1g48310	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_99
			mips_14
			mips_14_04
			mips_25
			mips_40_10_03
			mips_63_03
			mips_63_17
			mips_63_17_09
			mips_63_19
	at_At1g55750	mips_03_01	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_04_05_01_01
			mips_40_10_99
	at_At1g05830 -	mips_04	"tri-thorax like protein (At1g05830)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_01
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At1g06230	mips_01_05	"Ring3-like bromodomain protein"
			mips_01_05_04
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_40_10_03
			mips_63_01
			mips_63_03
			mips_63_19
	at_At2g14450	mips_03_01	"putative replication protein A1"
			mips_03_01_03
	at_At2g34880 -	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_01
			mips_63_03
	at_At2g47620	mips_01_05	"SWI/SNF family like transcription activator"
			mips_01_05_04
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_40_10_99
			mips_63_01
			mips_63_03
	at_At3g16600	mips_03_01_99	"putative DNA-binding protein"
	at_At3g61420	mips_03_01_05_01	"putative protein"
			mips_03_03_01_01
			mips_04_05_01_01
	at_At2g05090 -	mips_14_04_03	"putative replication protein A1"
			mips_14_04_03_03
	at_At2g05890	mips_03	"putative replication protein A1"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_40_10_99
			mips_63_03
	at_At2g07630	mips_03	"putative replication protein A1"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_05
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63_03
			mips_63_19
	at_At2g10370	mips_03_01_03	"putative replication protein A1"
	at_At2g10540	mips_03_01_03	"pseudogene"
	at_At2g16480	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_04_05_01_04_99
			mips_30_10
			mips_30_10_03
	at_At2g24900	mips_03_01	"putative replication protein A1"
			mips_03_01_03
	at_At2g25020	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_99
			mips_30
			mips_63_19
	at_At2g28360 -	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_14_04_03
			mips_14_04_03_01
	at_At2g40770	mips_03_01_09	"putative SNF2/SWI2 family transcription factor"
			mips_03_01_09_05
	at_At3g12810	mips_03_01_09	"Snf2-related CBP activator protein, putative"
			mips_03_01_99
			mips_04_05_01_01
	at_At3g13260	mips_03_01_03	"hypothetical protein"
	at_At3g24340	mips_03_01_99	"hypothetical protein"
			mips_40_10_03
	at_At3g31930	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
	at_At3g32270	mips_03_01	"hypothetical protein"
			mips_03_01_03
	at_At3g32280	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_99
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25_05
			mips_40_10_99
			mips_63_01
			mips_63_03
			mips_63_19
	at_At3g42460	mips_03_01_03	"putative protein"
	at_At3g57300	mips_03_01_09	"helicase-like protein"
			mips_03_01_09_05
			mips_04_05_01_01
	at_At4g07310	mips_03	""
			mips_03_01
			mips_03_01_03
	at_At4g07430	mips_03_01_03	""
	at_At4g10670	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_25_05_10
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_17_01
	at_At4g15180	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_99
			mips_40_10_03
			mips_63_17
			mips_63_17_09
	at_At4g19130	mips_03_01_05_03	"replication A protein-like"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g33470	mips_01_04_01	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g22750	mips_03	"putative protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At5g27480	mips_03_01	"putative protein"
			mips_03_01_03
	at_At5g28980	mips_03	"replication protein - like"
			mips_03_01
			mips_03_01_03
			mips_99
	at_At5g35040	mips_03_01_03	"replication protein A1 - like"
	at_At5g35270	mips_03_01	"putative protein"
			mips_03_01_03
	at_At5g35600	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g39770	mips_03_01_05	"putative protein"
	at_At5g55040	mips_03_01_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_13_11_03
			mips_14_01
			mips_14_01_03
			mips_25_01
			mips_25_01_01
			mips_63_17
			mips_63_17_09
	at_At5g61000	mips_03	"RNA helicase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05
			mips_05_04
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_19
	at_At5g61060	mips_03_01	"histone deacetylase - like"
			mips_03_01_09
			mips_03_01_09_05
	at_At5g04940	mips_03_01_99	"SET-domain protein-like"
			mips_03_03_01_01
			mips_14_01_01
			mips_14_01_05
			mips_40_10_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
			mips_63_03_01
	at_At5g05130	mips_03_01_05	"helicase-like transcription factor-like protein"
	at_At5g06620	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_05
			mips_30_01
			mips_30_10
			mips_30_10_03
	at_At5g08020	mips_03_01_03	"replication factor A - like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10_99
	at_At5g30380	mips_03_01	"putative protein"
			mips_03_01_03
			mips_29
	at_At5g33200	mips_03_01_03	"putative protein"
			mips_03_01_05
	Training Accuracy: 50/58 (86.21%)
	Training Frequency class 'mips_03_01': 369/5270 (7.00%)

	Evaluation on validation data (2658 items):
	at_At1g35920	mips_03_01_05_01	"hypothetical protein"
			mips_03_01_05_03
			mips_14_04_03
			mips_14_04_03_03
	at_At1g44860	mips_03_01_03	"hypothetical protein"
	at_At1g52950	mips_03	"replication protein A1, putative"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05
			mips_05_04
			mips_40_10_99
			mips_63_03
			mips_63_19
	at_At1g04950	mips_03_01_09	"putative TATA binding protein-associated factor (F13M7.6)"
			mips_03_01_09_05
			mips_04_05_01_01
	at_At1g73150 -	mips_14_01_03	"hypothetical protein"
			mips_33_03_13
			mips_35_03_17
	at_At1g08460	mips_03_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_06_07
			mips_14_10
			mips_14_10_02
	at_At1g54360	mips_03_01_09	"TATA binding protein-associated factor - like"
			mips_03_01_09_05
			mips_04_05_01_01
			mips_40_10_99
	at_At2g14330	mips_03_01_03	"putative replication protein A1"
			mips_40_10_99
	at_At2g16390	mips_03_01_99	"hypothetical protein"
			mips_40_10_03
	at_At2g21450	mips_03_01_99	"hypothetical protein"
	at_At2g24350 -	mips_20_25_16	"putative poly(A) binding protein"
	at_At3g51110 -	mips_04_05_05_01	"crooked neck-like protein"
	at_At3g51280 -	mips_63_06	"MS5 like protein"
	at_At3g52280 -	mips_14_01_03	"putative protein"
			mips_63_03_01
	at_At3g54610	mips_03_01	"histone acetyltransferase (HAT1)"
			mips_03_01_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04_01
			mips_04_99
			mips_06_07_04
			mips_13_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_47_03_15
			mips_47_03_15_01
	at_At3g55020 -	mips_62_02_01	"unknown protein"
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At3g07740 -	mips_03_03	"unknown protein"
			mips_03_03_01
			mips_04_05_99
			mips_40_10_03
			mips_40_10_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_63_03_01
	at_At3g18520	mips_03_01	"histone deacetylase, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
	at_At3g19210	mips_03_01_99	"DNA repair protein, putative"
			mips_30_10
			mips_40_10_03
	at_At3g30500	mips_03_01	"hypothetical protein"
			mips_03_01_03
	at_At3g30550	mips_03_01_05_01	"putative replication protein"
			mips_03_01_05_03
	at_At3g31990 -	mips_14_04_03	"hypothetical protein"
			mips_14_04_03_03
	at_At3g42400	mips_03	"putative replication protein"
			mips_03_01
			mips_03_01_03
	at_At3g42980	mips_03_01_03	"putative protein"
			mips_03_01_05
	at_At3g48840 -	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At3g44490	mips_01_04	"putative protein"
			mips_01_04_01
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
			mips_40_10_03
			mips_63_03_01
	at_At4g34430	mips_03_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_01
			mips_30_10_03
			mips_40_10_99
	at_At4g39160 -	mips_04_01	"putative protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
	at_At5g05720 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g19310 -	mips_01_05_04	"homeotic gene regulator - like protein"
			mips_14_04_03_03
	at_At5g24450 -	mips_04_01	"unknown protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_62_01
			mips_62_01_07
			mips_63_03_01
	at_At5g28940	mips_03_01_05_01	"replication protein - like"
			mips_03_01_05_03
	at_At5g34950	mips_03_01_03	"putative protein"
	at_At5g35280	mips_03_01_03	"putative protein"
	at_At5g37080	mips_03	"putative protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_99
	Validation Accuracy: 22/35 (62.86%)
	Validation Frequency class 'mips_03_01': 193/2658 (7.26%)

	Evaluation on propertest data (4472 items):
	at_At1g36510	mips_03_01_03	"hypothetical protein"
	at_At1g05110	mips_03_01_05_01	"putative nucleotide excision repair protein, 5' partial"
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_01_05_03_03
			mips_03_03_02
	at_At1g05120	mips_03_01_05_01	"hypothetical protein, 3' partial"
	at_At1g75530 -	mips_03_03_01	"hypothetical protein"
			mips_40_10_07
	at_At1g35950	mips_03_01	"hypothetical protein"
			mips_03_01_03
	at_At1g42400	mips_03_01_03	"hypothetical protein"
	at_At2g05170 -	mips_08_07	"unknown protein"
			mips_40_25
	at_At2g07320 -	mips_29_99	"Mutator-like transposase"
	at_At2g13390	mips_03_01_09	"pseudogene"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_40_10_03
	at_At2g14780	mips_03_01_03	"putative replication protein A1"
	at_At2g20790 -	mips_08_07	"unknown protein"
			mips_08_07_22
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_30_08
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At2g23750	mips_03_01_99	"putative SET-domain transcriptional regulator"
			mips_03_03_01_01
			mips_04_05_01_04_03
			mips_06_07_99
			mips_40_10_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
	at_At2g24770	mips_03_01_05	"pseudogene"
			mips_03_01_05_03
			mips_03_01_99
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
	at_At2g31630	mips_03_01_09	"putative SET-domain transcriptional regulator"
			mips_03_01_09_05
			mips_43
			mips_43_03
			mips_43_03_09
	at_At2g33610	mips_03_01	"putative SWI/SNF complex subunit SW13"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_01
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_40_10_99
			mips_63_03_01
	at_At2g44980	mips_01_05_04	"putative transcription activator"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_14_04_03_03
	at_At2g06510	mips_03_01_03	"putative replication protein A1"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10_99
	at_At3g03750	mips_03_01_05_03	"hypothetical protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_40_10_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
	at_At3g04380	mips_03	"Su(VAR)3-9-related protein 4"
			mips_03_01
			mips_03_01_03
			mips_03_01_99
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_06_07_99
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
			mips_63_01
	at_At3g06400	mips_03_01_09	"putative ATPase (ISW2-like)"
			mips_03_01_09_05
			mips_04_01
			mips_25_05_25
			mips_30_10
			mips_30_10_03
			mips_63_19
	at_At3g15010 -	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g43100	mips_03_01_03	"putative protein"
	at_At3g44660	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10_02
	at_At3g44680	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
	at_At3g54280 -	mips_04_05_01_01	"TATA box binding protein (TBP) associated factor (TAF) -like protein"
	at_At3g31900	mips_03_01_09	"hypothetical protein"
			mips_03_01_99
	at_At3g32310	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
	at_At3g32370	mips_03_01_99	"hypothetical protein"
			mips_04_05_01_04_01
			mips_30_10_03
	at_At4g16420 -	mips_04_05_99	"transcriptional adaptor like protein"
			mips_40_10_03
			mips_40_10_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_63_03_01
	at_At4g20400 -	mips_40_27_99	"putative protein"
			mips_40_99
			mips_45
			mips_45_03
	at_At4g21660 -	mips_04_05_05_01	"spliceosome associated protein - like"
			mips_04_05_05_01_99
			mips_04_05_99
	at_At4g31900	mips_03_01_99	"putative protein"
	at_At5g07810	mips_03_01_99	"putative protein"
			mips_30_10
			mips_40_10_03
	at_At5g18620	mips_03_01_09	"chromatin remodelling complex ATPase chain ISWI -like protein"
			mips_03_01_09_05
			mips_04_01
			mips_30_10_03
	at_At5g26040	mips_01_04_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g33240	mips_03_01_03	"putative protein"
	at_At5g37100	mips_03_01_03	"putative protein"
	at_At5g43530	mips_03_01_09	"DNA repair protein-like"
			mips_03_01_99
	at_At5g46550 -	mips_14_04_09	"putative protein"
			mips_14_04_09_01
			mips_33_03_13
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g63110	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_40_10_03
			mips_63_03_01
	at_At5g63330	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_06_07_04
			mips_14_01
			mips_14_01_03
			mips_40_10_03
			mips_40_10_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_01
			mips_63_03_01
	at_At5g63950	mips_03_01_99	"unknown protein"
			mips_04_05_01_04_01
			mips_30_10_03
	at_At5g66750	mips_03	"SWI2/SNF2-like protein (gb|AAD28303.1)"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_40_10_03
			mips_63_03
			mips_63_17
			mips_63_17_09
			mips_63_19
	at_At5g04210 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_05_05_05
	at_At5g21150 -	mips_05_04_01	"zwille/pinhead-like protein"
			mips_05_07
			mips_63_03_03
	at_At5g54260	mips_03_01_05_03	"DNA repair and meiosis protein Mre11 (emb|CAB50793.1)"
			mips_03_01_05_03_01
			mips_03_03_02
	Propertest Accuracy: 34/46 (73.91%)
	Propertest Frequency class 'mips_03_01': 317/4472 (7.09%)

	New (unknown) data (2658 items):
	at_At1g14800 -	no entry	null
	at_At1g27720 -	no entry	null
	at_At1g69030 -	no entry	null
	at_At1g76380 -	no entry	null
	at_At1g07280 -	no entry	null
	at_At3g54460 -	no entry	null
	at_At2g05860 -	no entry	null
	at_At2g05880 -	no entry	null
	at_At2g10620 -	no entry	null
	at_At2g12140 -	no entry	null
	at_At2g16330 -	no entry	null
	at_At3g31510 -	no entry	null
	at_At3g32260 -	no entry	null
	at_At3g42760 -	no entry	null
	at_At3g60110 -	mips_99	"unknown protein"
	at_At4g07440 -	no entry	null
	at_At4g07450 -	no entry	null
	at_At5g19900 -	no entry	null
	at_At5g33420 -	no entry	null
	at_At5g35250 -	no entry	null
	at_At5g36050 -	no entry	null
	at_At5g46910 -	no entry	null
	at_At5g05400 -	no entry	null
	at_At1g27500 -	no entry	null
	at_At1g27810 -	no entry	null
	at_At1g35090 -	no entry	null
	at_At1g70060 -	no entry	null
	at_At2g16160 -	no entry	null
	at_At2g18760 -	no entry	null
	at_At2g11510 -	no entry	null
	at_At3g27260 -	no entry	null
	at_At3g45350 -	no entry	null
	at_At4g07620 -	no entry	null
	at_At4g07690 -	no entry	null
	at_At5g20610 -	no entry	null
	at_At5g27610 -	no entry	null
	at_At5g33410 -	no entry	null
	at_At1g45080 -	no entry	null
	at_At1g59890 -	no entry	null
	at_At1g60670 -	no entry	null
	at_At1g11440 -	no entry	null
	at_At1g35930 -	no entry	null
	at_At2g05480 -	no entry	null
	at_At2g06610 -	no entry	null
	at_At2g06690 -	no entry	null
	at_At2g10840 -	mips_29	"putative replication protein A1"
	at_At2g09960 -	no entry	null
	at_At3g11720 -	no entry	null
	at_At3g42410 -	no entry	null
	at_At3g42620 -	no entry	null
	at_At3g43370 -	no entry	null
	at_At4g07340 -	no entry	null
	at_At4g09400 -	no entry	null
	at_At4g19300 -	no entry	null
	at_At5g09860 -	no entry	null
	at_At5g14520 -	no entry	null
	at_At5g15540 -	no entry	null
	at_At5g16700 -	no entry	null
	at_At5g28380 -	no entry	null
	at_At5g35260 -	no entry	null


------------------
Rule 3995
	eval(_1,_2,0.0-9.0e-25),classification(_2,rosidae),keyword(_2,signal) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,trypanosoma) = 0
	->  class mips_63_13 "C-compound binding"

	Evaluation on training data (5270 items):
	at_At1g26940	mips_06_01	"unknown protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At1g01940	mips_20_25_16	"hypothetical protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g15790	mips_04	"cyclophilin-40"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
	at_At2g16600	mips_20_25_16	"cytosolic cyclophilin (ROC3)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g21130	mips_20_25_16	"cyclophilin (CYP2)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g38730	mips_20_25_16	"putative peptidyl-prolyl cis-trans isomerase"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g44600	mips_05	"unknown protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g55920	mips_20_25_16	"cyclophilin protein (ROC15)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g56070	mips_05	"peptidylprolyl isomerase"
			mips_06
			mips_06_01
			mips_06_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
			mips_99
	at_At4g33060	mips_43	"putative protein"
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34870	mips_05	"peptidylprolyl isomerase (cyclophilin)"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34960	mips_05	"cyclophilin - like protein (ROC14)"
			mips_05_04
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g38740	mips_06_01	"peptidylprolyl isomerase ROC1"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g13120	mips_06_01	"chloroplast cyclophilin ROC8"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g35100	mips_11_05_01_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g67530 -	mips_20_25_16	"peptidylprolyl isomerase (cyclophilin)-like"
	Training Accuracy: 15/16 (93.75%)
	Training Frequency class 'mips_63_13': 77/5270 (1.46%)

	Evaluation on validation data (2658 items):
	at_At2g36130	mips_20_25_16	"cyclophilin protein (ROC10)"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At2g47320	mips_06_01	"putative peptidyl-prolyl cis-trans isomerase"
			mips_06_04
			mips_13_11
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At3g66654	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At5g18570 -	mips_06_04	"GTP-binding protein obg -like"
			mips_08
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_14_01
			mips_40_02
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19_05
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_63_13': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g53720	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g76810 -	mips_04_05_01_01	"translation initiation factor IF-2 like protein"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At2g29960	mips_06_01	"cyclophilin"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At2g44690 -	mips_03	"rac-like protein ARAC9 (ARAC9)"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_02
			mips_63_19
			mips_63_19_05
	at_At3g22920	mips_20_25_16	"cyclophilin, putative"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g62030	mips_20_25_16	"peptidylprolyl isomerase ROC4"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At3g01480 -	mips_06_01	"thylakoid lumen rotamase like protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_62
			mips_62_01
			mips_62_01_05
	at_At3g63400	mips_06_01	"cyclophylin -like protein"
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At4g32420	mips_06_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At5g58710	mips_06_01	"cyclophilin ROC7"
			mips_14_01_03
			mips_20_25
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	Propertest Accuracy: 7/10 (70.00%)
	Propertest Frequency class 'mips_63_13': 57/4472 (1.27%)

	New (unknown) data (2658 items):
	at_At1g20340 -	no entry	null
	at_At3g15520 -	no entry	null
	at_At1g76100 -	no entry	null


------------------
Rule 6868
	eval(_1,_2,0.0-9.0e-25),desc(_2,alpha) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,1005.0-6487.0),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,zea),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,saccharomycetales) = 1
	->  class mips_63_13 "C-compound binding"

	Evaluation on training data (5270 items):
	at_At1g14360 -	mips_40_22	"putative UDP-galactose transporter MSS4"
			mips_67_07
	at_At1g34020	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g61800	mips_01_05	"Similar to glucose-6-phosphate/phosphate-translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_04
			mips_08_02
			mips_10
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At2g43240	mips_01_05_07	"unknown protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At4g09810	mips_01_05_01_03_02	"hypothetical protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g12500	mips_01_05_01_03_02	"hypothetical protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At4g31600	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g42420	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g55950	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g59740 -	mips_01_05_07	"protein serine /threonine kinase - like protein"
			mips_40_08
			mips_40_22
			mips_67_07
	at_At5g65000	mips_01_05_07	"unknown protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At5g04160 -	mips_08_02	"phosphate/phosphoenolpyruvate translocator - like protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At5g33320	mips_01_05_01_03_02	"phosphate/phosphoenolpyruvate translocator precursor"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	Training Accuracy: 11/14 (78.57%)
	Training Frequency class 'mips_63_13': 77/5270 (1.46%)

	Evaluation on validation data (2658 items):
	at_At1g06470	mips_01_05_01_03	"integral membrane protein, putative"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g06890	mips_01_05_01	"unknown protein (At1g06890)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_10_05
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g21070 -	mips_08_02	"unknown protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At1g53660 -	mips_08	"phosphate/phosphoenolpyruvate translocator precursor, putative"
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At1g76340	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At2g25520 -	mips_01	"putative phosphate/phosphoenolpyruvate translocator protein"
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_08_02
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_03
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At3g14410	mips_01_05_01_03_02	"unknown protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g17430	mips_01_05_01	"Unknown protein (At3g17430; MTO12.2)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g46180 -	mips_40_22	"putative protein"
			mips_67_07
	at_At3g11320 -	mips_08_02	"hypothetical protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_50
			mips_67_50_05
	at_At4g23010 -	mips_01_05_07	"putative protein"
			mips_40_22
			mips_67_07
	at_At5g05820 -	mips_08_02	"phosphate/phosphoenolpyruvate translocator protein-like"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At5g19980 -	mips_08_02	"lipophosphoglycan biosynthetic protein - like"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At5g46110	mips_01_05_01_03_02	"phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	Validation Accuracy: 6/14 (42.86%)
	Validation Frequency class 'mips_63_13': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g76670	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g77610	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g07290	mips_01_05_01_03	"hypothetical protein, 3' partial"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At2g02810 -	mips_40_22	"unknown protein"
			mips_67
			mips_67_07
	at_At2g13650	mips_01_05_01_03_02	"putative vanadate resistance protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g10290	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g01550	mips_01_05_01_03	"putative phosphate/phosphoenolpyruvate translocator"
			mips_01_05_01_03_02
			mips_01_05_07
			mips_08_02
			mips_40_08
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At4g32390	mips_01_05_01_03	"putative protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g25400 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_08
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_03
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At5g57100	mips_01_05	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At5g41760 -	mips_01_05_07	"CMP-sialic acid transporter-like protein"
			mips_06_07_02
			mips_08_07
			mips_40_08
			mips_67_07
			mips_67_07_99
	at_At5g54800	mips_01_05_01	"glucose-6-phosphate/phosphate translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	Propertest Accuracy: 9/12 (75.00%)
	Propertest Frequency class 'mips_63_13': 57/4472 (1.27%)

	New (unknown) data (2658 items):
	at_At1g30840 -	no entry	null
	at_At1g57990 -	no entry	null
	at_At3g49170 -	no entry	null
	at_At4g08700 -	no entry	null
	at_At4g18190 -	no entry	null
	at_At4g18210 -	no entry	null
	at_At4g32140 -	no entry	null
	at_At1g19770 -	no entry	null
	at_At1g44750 -	no entry	null
	at_At1g57980 -	no entry	null
	at_At1g48230 -	no entry	null
	at_At1g28220 -	no entry	null
	at_At1g28230 -	no entry	null
	at_At2g24220 -	no entry	null
	at_At4g18220 -	no entry	null
	at_At5g12170 -	no entry	null


------------------
Rule 4926
	eval(_1,_2,0.0-9.0e-25),keyword(_2,nad) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	->  class mips_63_13 "C-compound binding"

	Evaluation on training data (5270 items):
	at_At1g23800	mips_01_20_05	"putative aldehyde dehydrogenase NAD+"
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g31230 -	mips_01_01	"putative aspartate kinase-homoserine dehydrogenase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At1g44170	mips_01_20_05	"puative aldehyde dehydrogenase"
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g74920	mips_01_20_05	"betaine aldehyde dehydrogenase like protein"
			mips_01_20_17_01
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g79440	mips_01_20_05	"succinic semialdehyde dehydrogenase 1 (SSADH1)"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g26770 -	mips_01_06	"putative CDP-diacylglycerol synthetase"
			mips_01_06_01
			mips_13_11
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_07
			mips_40_10_05
			mips_40_16
	at_At4g34240	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20
			mips_01_20_05
			mips_02_01
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g24270	mips_01_20_05	"putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At2g39800	mips_01_01_01	"delta-1-pyrroline 5-carboxylase synthetase (P5C1)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_02_99
			mips_13_11_03
			mips_13_11_03_13
			mips_63_13
			mips_63_13_99
			mips_67_15
	at_At3g23640	mips_01_05_01_01_02	"alpha glucosidase like protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At4g36250	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At5g01330 -	mips_01_01_01_15	"pyruvate decarboxylase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g11720	mips_01_05_01_01_02	"alpha-glucosidase 1"
			mips_02_01
			mips_02_19
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At5g17380 -	mips_01_01_01_15	"2-hydroxyphytanoyl-CoA lyase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_05_01_01_01
			mips_01_06_04
			mips_02_10
			mips_02_16
			mips_02_16_01
			mips_40_19
			mips_40_26
			mips_40_26_03
			mips_63_17_07
			mips_63_21
			mips_63_21_05
			mips_63_21_11
	at_At5g54960 -	mips_01_01_01	"pyruvate decarboxylase (gb|AAB16855.1)"
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g65750 -	mips_01_05	"2-oxoglutarate dehydrogenase, E1 component"
			mips_01_05_01_01
			mips_02_10
			mips_14_04
			mips_25_05
	at_At1g01090	mips_01	"pyruvate dehydrogenase E1 alpha subunit"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_06
			mips_06_10
			mips_40
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63
			mips_63_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67
			mips_67_15
	Training Accuracy: 11/17 (64.71%)
	Training Frequency class 'mips_63_13': 77/5270 (1.46%)

	Evaluation on validation data (2658 items):
	at_At1g62430 -	mips_01_06_01	"hypothetical protein"
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_07
			mips_40_10_05
	at_At1g54100	mips_01_06	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g14200	mips_01_07	"F15N24.6"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g55610 -	mips_01_01_01_01	"delta-1-pyrroline-5-carboxylate synthetase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_10_01
			mips_13_11_03
			mips_13_11_03_13
	at_At3g60620 -	mips_01_03_99	"phosphatidate cytidylyltransferase - like protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_10_05
	at_At3g66658	mips_01_20_05	"betaine aldehyde dehydrogenase, putative"
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At3g45940	mips_01_05_01_01_02	"putative protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At4g15560 -	mips_01_06_01_07	"DEF (CLA1) protein"
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At4g19710 -	mips_01_01_01_07	"aspartate kinase-homoserine dehydrogenase - like protein"
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At4g22340 -	mips_13_11_01	"CDP-diacylglycerol synthetase-like protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_10_05
	at_At4g39540 -	mips_01	"shikimate kinase - like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_40_03
	Validation Accuracy: 4/11 (36.36%)
	Validation Frequency class 'mips_63_13': 39/2658 (1.47%)

	Evaluation on propertest data (4472 items):
	at_At1g21400	mips_01_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At1g24180 -	mips_01_20_03	"pyruvate dehydrogenase E1 alpha subunit"
			mips_02_08
	at_At1g68560	mips_01_05_01_01_02	"alpha-xylosidase precursor"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At2g45150 -	mips_01_03_99	"putative phosphatidate cytidylyltransferase (T14P1.4/At2g45150)"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_40_10_05
	at_At2g45290 -	mips_01_06_01_07	"putative transketolase precursor"
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At3g48000	mips_01_07	"aldehyde dehydrogenase (NAD+)-like protein"
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g48170	mips_01_20_05	"betaine aldehyde dehydrogenase-like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At3g60750 -	mips_01_01_01	"transketolase - like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At3g55410 -	mips_01_05_01_01_01	"2-oxoglutarate dehydrogenase, E1 subunit - like protein"
			mips_02_10
	at_At4g33070 -	mips_01_01	"pyruvate decarboxylase-1 (Pdc1)"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g09300	mips_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit-like protein"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At5g11380 -	mips_02	"1-D-deoxyxylulose 5-phosphate synthase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_30
			mips_30_01
			mips_40_03
			mips_63_17
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At5g41820 -	mips_01_06_07	"geranylgeranyl transferase alpha subunit-like protein"
			mips_06_07_99
			mips_20_25_01
			mips_20_25_01_01
	at_At5g62530	mips_01	"delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
			mips_02
			mips_01_05
			mips_01_06
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
	at_At5g01320 -	mips_01_01	"pyruvate decarboxylase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
	Propertest Accuracy: 6/15 (40.00%)
	Propertest Frequency class 'mips_63_13': 57/4472 (1.27%)

	New (unknown) data (2658 items):
	at_At5g58560 -	no entry	null
	at_At3g26900 -	no entry	null
	at_At1g78620 -	no entry	null
	at_At2g35500 -	no entry	null


------------------
Rule 3728
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,hydrolase) = 1
	->  class mips_06_13 "proteolytic degradation"

	Evaluation on training data (5270 items):
	at_At1g13060	mips_03_03_02	"proteasome epsilon chain precursor"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
	at_At1g16470	mips_04_05	"20S proteasome subunit PAB1"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_03
			mips_63_01
	at_At1g47250	mips_04_05_01_04_01	"20S proteasome subunit PAF2"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
	at_At1g77440	mips_03_03_02	"putative 20S proteasome beta subunit PBC2"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
	at_At2g45270	mips_06_13	"sialoglycoprotease GCP1 (GCP1)"
			mips_06_99
	at_At3g60820	mips_03_03_02	"proteasome component C5"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03_05
			mips_20_25_16_03
			mips_20_25_16_03_05
	at_At2g27020	mips_06_13_01	"20S proteasome subunit C8 (PAG1/PRC8_ARATH)"
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
	at_At3g14240	mips_06_13_04	"unknown protein"
	at_At3g14290	mips_03_03_02	"20S proteasome subunit PAE2"
			mips_06_13_01
			mips_06_13_01_01
			mips_11_99
			mips_14_04_03
			mips_14_04_03_05
	at_At3g22110	mips_06_13_01	"20S proteasome subunit PAC1"
			mips_06_13_01_01
			mips_30_04
			mips_40_07
	at_At3g26340	mips_03	"26S proteasome beta subunit like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_06
			mips_06_07
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_20
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_40_03
			mips_40_07
			mips_63
			mips_63_01
	at_At3g27430	mips_06_13_01	"20S proteasome beta subunit (PBB1)"
			mips_06_13_01_01
			mips_20_25_16
			mips_30_03
	at_At3g45590 -	mips_04_03	"putative protein"
			mips_04_03_03
			mips_04_03_06
	at_At4g14800	mips_03_03_02	"proteasome chain protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_40_07
			mips_65
	at_At4g21320	mips_06	"putative protein"
			mips_06_13
	at_At4g31300	mips_03_03_02	"multicatalytic endopeptidase complex, proteasome precursor, beta subunit"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_65
	at_At1g53850	mips_03_03_02	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_11_99
			mips_14_04_03
			mips_14_04_03_05
			mips_40_07
	Training Accuracy: 16/17 (94.12%)
	Training Frequency class 'mips_06_13': 228/5270 (4.33%)

	Evaluation on validation data (2658 items):
	at_At1g30600	mips_06_13	"putative serine proteinase"
	at_At2g05840	mips_04_05_01_04_01	"20S proteasome subunit (PAA2)"
			mips_06_13_01
			mips_06_13_01_01
	at_At1g21720	mips_03	"putative 20S proteasome beta subunit PBC2"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_06_07
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_05
			mips_40_03
			mips_40_07
	at_At3g22630	mips_03_03_01	"multicatalytic endopeptidase complex, proteasome component, beta subunit"
			mips_03_03_02
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_63_01
	at_At4g10540	mips_06_13	"putative subtilisin-like protease"
	at_At4g20850	mips_01_06_10	"putative protein"
			mips_06_07_11
			mips_06_13_99
			mips_63_99
	at_At5g35590	mips_04_05_01_04_01	"multicatalytic endopeptidase complex alpha subunit-like"
			mips_06_13_01
			mips_06_13_01_01
	at_At5g40580	mips_06_13_01	"20S proteasome beta subunit PBB2"
			mips_06_13_01_01
			mips_30_03
	at_At5g58810	mips_06_13	"cucumisin precursor - like"
	at_At5g59190	mips_06_13	"cucumisin precursor - like"
	at_At5g66140	mips_04_05_01_04_01	"20S proteasome subunit PAD2 (gb|AAC32059.1)"
			mips_06_13_01
			mips_06_13_01_01
	Validation Accuracy: 11/11 (100.00%)
	Validation Frequency class 'mips_06_13': 129/2658 (4.85%)

	Evaluation on propertest data (4472 items):
	at_At1g56450	mips_03_03	"putative protein (At1g56450)"
			mips_03_03_01
			mips_03_03_02
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_30_04
			mips_40_07
	at_At1g68900 -	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_07_01
	at_At1g79210	mips_04	""
			mips_04_05_01_04_01
			mips_05_01
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_10
			mips_63_01
	at_At1g01900	mips_06_13	"hypothetical protein"
	at_At3g51260	mips_04_05_01_04_01	"multicatalytic endopeptidase complex alpha chain"
			mips_06_13_01
			mips_06_13_01_01
			mips_40_07
	at_At3g53180 -	mips_01_01	"nodulin / glutamate-ammonia ligase - like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_04
			mips_01_01_01_01_02_05
			mips_01_01_10
			mips_01_01_10_01
			mips_01_02
			mips_01_02_01
			mips_13_03
			mips_13_03_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At4g21640	mips_06_13	"subtilisin-like protease"
	at_At5g19660	mips_01_06_10	"subtilisin-like protein"
			mips_06_07_11
			mips_06_13_99
			mips_13_11_03
			mips_13_11_03_03
	at_At5g42790	mips_04_05_01_04_01	"20S proteasome subunit PAF1 (gb|AAC32062.1)"
			mips_05_01
			mips_06_13_01
			mips_06_13_01_01
			mips_40_10
	at_At5g60230 -	mips_04_03	"tRNA intron endonuclease - like protein"
			mips_04_03_03
			mips_04_03_06
			mips_20_25_16_03
			mips_20_25_16_03_01
	at_At5g03620	mips_06_13	"cucumisin precursor -like protein"
	Propertest Accuracy: 8/11 (72.73%)
	Propertest Frequency class 'mips_06_13': 197/4472 (4.41%)

	New (unknown) data (2658 items):
	at_At1g20150 -	no entry	null
	at_At1g32950 -	no entry	null
	at_At1g32980 -	no entry	null
	at_At1g04110 -	no entry	null
	at_At4g10550 -	no entry	null
	at_At5g51750 -	no entry	null
	at_At5g58830 -	no entry	null
	at_At5g59120 -	no entry	null
	at_At5g59130 -	no entry	null
	at_At1g62340 -	no entry	null
	at_At1g66210 -	no entry	null
	at_At4g10530 -	no entry	null
	at_At5g44530 -	no entry	null
	at_At5g45650 -	no entry	null
	at_At5g58840 -	no entry	null
	at_At5g59810 -	no entry	null
	at_At1g20160 -	no entry	null
	at_At1g32940 -	no entry	null
	at_At4g10510 -	no entry	null
	at_At4g20430 -	no entry	null
	at_At4g21630 -	no entry	null
	at_At5g11940 -	no entry	null
	at_At5g45640 -	no entry	null
	at_At5g58820 -	no entry	null
	at_At5g59090 -	no entry	null
	at_At5g59100 -	no entry	null
	at_At5g67090 -	no entry	null
	at_At5g67360 -	no entry	null


------------------
Rule 5776
	eval(_1,_2,4.0e-3-0.1),species(_2,haemophilus_influenzae) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,ehrhartoideae),db_ref(_2,prodom) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	->  class mips_06_13 "proteolytic degradation"

	Evaluation on training data (5270 items):
	at_At1g31450	mips_06_13	"hypothetical protein"
	at_At1g66180	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g06260	mips_06_07_11	"cysteine proteinase, putative"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
	at_At1g73280 -	mips_06_01	"putative serine carboxypeptidase"
			mips_06_07_11
			mips_06_10
			mips_40_25
	at_At1g73290	mips_06_01	"putative serine carboxypeptidase"
			mips_06_04
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At1g73300 -	mips_06_07_11	"putative serine carboxypeptidase"
			mips_40_25
			mips_62_02_01_01
	at_At1g79720	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At2g17760	mips_06_13	"putative chloroplast nucleoid DNA-binding protein"
			mips_20_03
	at_At2g42980	mips_06_13_99	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g17180	mips_06_13	"putative serine carboxypeptidase II"
	at_At2g22970	mips_06_13	"putative serine carboxypeptidase II"
	at_At2g23010	mips_06_13	"putative serine carboxypeptidase I"
	at_At2g24010 -	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g28010	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g09750	mips_06_13_99	"unknown protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g09850	mips_06_13_04	"papain-like cysteine peptidase XBCP3"
			mips_06_13_99
	at_At2g35770	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g36670	mips_04	"putative protease"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_99
	at_At1g11080	mips_06	"Serine carboxypeptidase isolog"
			mips_06_13
	at_At3g07990	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g10410	mips_06_13_04	"putative serine carboxypeptidase precursor"
			mips_40_25
	at_At3g19400	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_20_25_16
	at_At3g25420 -	mips_40_25	"serine carboxypeptidase, putative"
			mips_62_02_01_01
	at_At3g45010	mips_06_13_04	"carboxypeptidase precursor-like protein"
			mips_40_25
	at_At3g49340	mips_06_07_11	"cysteine protease - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51330	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_At3g52010	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At3g52500	mips_06	"Unknown protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At1g11910	mips_06_13_99	"putative aspartic proteinase"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g61820	mips_06_13	"unknown protein"
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At4g01610	mips_06_07	"putative cysteine protease"
			mips_06_07_11
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62
			mips_62_01_05
	at_At4g01620	mips_06_07_11	"cathepsin B-like cysteine protease"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62_01
			mips_62_01_05
	at_At4g11310	mips_06_10	"cysteine proteinase-like protein"
			mips_06_13
			mips_06_13_99
	at_At4g11320	mips_06_13_99	"cysteine proteinase like protein"
			mips_08_13
			mips_40_25
	at_At4g12910 -	mips_62_02_01_01	"SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
	at_At4g15100 -	mips_06_07_11	"hydroxynitrile lyase like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g22050	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g23520	mips_06_13_99	"cysteine proteinase - like protein"
	at_At4g30810 -	mips_06_07_11	"serine carboxypeptidase II like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g39090	mips_02_99	"drought-inducible cysteine proteinase RD19A precursor"
			mips_06_07_11
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At5g10080	mips_06_07	"predicted GPI-anchored protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10760 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g10770 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g17080	mips_06_07_11	"putative protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At5g19110 -	mips_20_03	"dermal glycoprotein - like"
			mips_40_25
	at_At5g37540 -	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At5g45120	mips_06_13_04	"chloroplast nucleoid DNA-binding protein-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g08260 -	mips_40_07	"serine-type carboxypeptidase II-like protein"
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g23210 -	mips_06	"serine carboxypeptidase II-like protein"
			mips_06_07_11
			mips_40_25
			mips_62_02_01_01
			mips_67
	at_At5g33340	mips_04	"putative protein"
			mips_06
			mips_06_13
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At5g67050	mips_01	"unknown protein"
			mips_01_06
			mips_06
			mips_06_13
	at_At1g01300	mips_06_13_99	"chloroplast nucleoid DNA binding protein, putative"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g77480	mips_04	"nucellin-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At4g04460	mips_06	"putative aspartic protease"
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	Training Accuracy: 42/55 (76.36%)
	Training Frequency class 'mips_06_13': 228/5270 (4.33%)

	Evaluation on validation data (2658 items):
	at_At1g29080	mips_06_13_99	"cysteine proteinase, putative"
			mips_40_25
	at_At1g29110	mips_06_13_99	"cysteine proteinase, putative"
			mips_40_25
	at_At1g43780 -	mips_06_07_11	"serine carboxypeptidase II, putative"
			mips_40_25
			mips_62_02_01_01
	at_At1g49050	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g03230	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g62290	mips_06_13_99	"putative aspartic protease (At1g62290)"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g05840	mips_06_13_99	"unknown protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g73270	mips_06_01	"putative serine carboxypeptidase"
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_25
	at_At1g20850	mips_02_99	"putative cysteine proteinase"
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At2g22990 -	mips_06_07_11	"putative serine carboxypeptidase I"
			mips_40_25
	at_At2g27420	mips_06_07_11	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At2g34080	mips_06	"putative cysteine proteinase"
			mips_06_13
			mips_06_13_99
			mips_98
			mips_99
	at_At3g51340	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At3g51360	mips_06_13	"putative protein"
	at_At3g52000 -	mips_06_07_11	"serine-type carboxypeptidase like protein"
			mips_40_25
	at_At3g52020 -	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_07_11
			mips_06_10
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At3g12700	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
	at_At3g48350	mips_06_13	"cysteine endopeptidase precursor - like protein"
			mips_06_13_99
			mips_40_25
	at_At3g45310	mips_06_07_11	"cysteine protease-like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At4g16190	mips_02_99	"cysteine proteinase like protein"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At5g07030	mips_06_13_99	"nucleoid DNA-binding-like protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g09640 -	mips_06_07_11	"carboxypeptidase like protein"
			mips_40_25
			mips_62_02_01_01
	at_At5g17140	mips_06_07_11	"putative protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62_01
			mips_62_01_05
	at_At5g22980	mips_06_13_04	"serine carboxypeptidase"
			mips_40_25
	at_At5g33350	mips_06_13_99	"putative protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g45890	mips_06_07_11	"senescence-specific cysteine protease"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At5g50260	mips_06	"cysteine endopeptidase"
			mips_06_13
			mips_06_13_99
			mips_40
			mips_40_25
			mips_98
	Validation Accuracy: 22/28 (78.57%)
	Validation Frequency class 'mips_06_13': 129/2658 (4.85%)

	Evaluation on propertest data (4472 items):
	at_At1g25510	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_06_13_99
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g03220	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g29090	mips_06_07_11	"cysteine proteinase, putative"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At1g33540	mips_06_04	"serine carboxypeptidase, putative"
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At1g03720	mips_06_07_11	"hypothetical protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At1g61130	mips_06	""
			mips_06_13
	at_At1g64830	mips_06_13	"hypothetical protein"
			mips_20_03
	at_At1g08210	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g15000	mips_06_13_04	"serine carboxypeptidase precursor, putative"
			mips_40_25
			mips_62_02_01_02
	at_At2g03200	mips_04	"putative chloroplast nucleoid DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
			mips_99
	at_At2g05850 -	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g22160	mips_02	"putative cysteine proteinase"
			mips_02_99
			mips_06_13
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_11
			mips_11_01
			mips_40_25
	at_At2g27920	mips_06_01	"putative carboxypeptidase"
			mips_06_04
			mips_06_13
			mips_06_13_04
			mips_06_13_04_02
			mips_40_07
			mips_40_09
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_67
	at_At2g28030	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At2g28040	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g35780 -	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_07_11
			mips_06_10
			mips_40_25
			mips_62_02_01
			mips_62_02_01_01
	at_At2g21430	mips_02_99	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At2g28220	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_40_25
	at_At3g02740	mips_06_13_04	"aspartyl protease - like predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g12203 -	mips_06_07_11	"serine carboxypeptidase, putative"
			mips_40_25
	at_At3g12220	mips_06_01	"hypothetical protein"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g12230 -	mips_06_07_11	"hypothetical protein"
			mips_40_25
	at_At3g20015	mips_06_13_04	"putative nucleoid chloroplast DNA-binding protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At3g25700	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g42550	mips_06_13	"putative protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g43960	mips_02_99	"cysteine proteinase - like predicted GPI-anchored protein"
			mips_06_13_99
	at_At3g48340	mips_06_07_11	"cysteine endopeptidase - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At3g51730 -	mips_01_06_13	"unknown protein"
			mips_30_25
			mips_40_25
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_09
	at_At3g54940	mips_02_99	"cysteine proteinase precursor-like protein"
			mips_06_10
			mips_06_13_04
			mips_06_13_99
	at_At3g02110	mips_06	"serine carboxypeptidase II like protein"
			mips_06_01
			mips_06_07_11
			mips_06_13
			mips_40_25
			mips_62_02_01_01
			mips_67
	at_At3g63470 -	mips_06_07_11	"serin carboxypeptidase - like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g12920	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g35350	mips_06_13	"cysteine proteinase - like protein"
			mips_06_13_99
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g36880	mips_06_13_99	"cysteine proteinase"
			mips_08_13
			mips_40_25
	at_At4g30040	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At4g30610 -	mips_06_07_11	"SERINE CARBOXYPEPTIDASE II-like protein"
			mips_40_25
	at_At5g19120	mips_06_13_04	"conglutin gamma - like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g22850	mips_06_13_04	"protease-like protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g36180 -	mips_06_01	"serine carboxypeptidase"
			mips_06_07_11
			mips_06_10
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g43100	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g60360	mips_06_07_11	"AALP protein"
			mips_06_10
			mips_06_13_04
			mips_06_13_04_01
			mips_08_13
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At5g01800 -	mips_01_06	"putative protein"
			mips_01_06_13
			mips_30_25
			mips_40_25
			mips_40_27
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_09
	Propertest Accuracy: 33/42 (78.57%)
	Propertest Frequency class 'mips_06_13': 197/4472 (4.41%)

	New (unknown) data (2658 items):
	at_At1g73310 -	no entry	null
	at_At2g22920 -	no entry	null
	at_At2g22980 -	no entry	null
	at_At2g27190 -	no entry	null
	at_At3g10450 -	no entry	null
	at_At5g05050 -	no entry	null
	at_At1g28110 -	no entry	null
	at_At3g51350 -	no entry	null
	at_At3g52780 -	no entry	null
	at_At3g20500 -	no entry	null
	at_At4g35880 -	no entry	null
	at_At1g47340 -	no entry	null
	at_At1g52940 -	no entry	null
	at_At1g56360 -	no entry	null
	at_At1g02300 -	no entry	null
	at_At2g12510 -	no entry	null
	at_At2g18130 -	no entry	null
	at_At2g23000 -	no entry	null
	at_At2g24000 -	no entry	null
	at_At2g33530 -	no entry	null
	at_At3g12240 -	no entry	null
	at_At5g42230 -	no entry	null
	at_At5g42240 -	no entry	null


------------------
Rule 4717
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,mesocricetus),keyword(_2,developmental_protein) = 0
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,mycoplasma_genitalium),db_ref(_2,prodom) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,cetartiodactyla),desc(_2,subunit) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,mitochondrion),db_ref(_2,prodom) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transcription_regulation),db_ref(_2,sgd) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,haemophilus),keyword(_2,hypothetical_protein) = 0
	->  class mips_06_13 "proteolytic degradation"

	Evaluation on training data (5270 items):
	at_At1g19810 -	mips_02_11_05	"AAA ATPase, putative"
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At1g43910	mips_06_10	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	at_At1g50250	mips_02_16	"chloroplast FtsH protease, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At1g66090 -	mips_11_05_01	"unknown protein"
			mips_11_05_03
	at_At1g72870 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g72940 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At1g06430	mips_02_16	"cell division protease FtsH, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_09
			mips_63_19_03
	at_At1g79560	mips_02_16	"FtsH like cell division protein"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_17_09
	at_At2g40130	mips_04	"unknown protein"
			mips_06
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_40
			mips_40_26
			mips_40_26_03
	at_At3g47060	mips_02_13	"FtsH metalloprotease - like protein"
			mips_03_99
			mips_06_13_99
	at_At2g18330 -	mips_02_11_05	"AAA-type like ATPase"
	at_At2g20140	mips_02_11_05	"26S proteasome subunit 4"
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At1g09100	mips_04_05_01_04_01	"putative 26S protease regulatory subunit 6A"
			mips_04_05_01_04_03
			mips_04_05_01_04_99
			mips_04_99
			mips_06_13_01
			mips_06_13_01_01
			mips_06_13_99
	at_At2g27600	mips_06_04	"putative AAA-type ATPase"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_13
			mips_30_08
			mips_30_25
			mips_40_22
	at_At2g39730 -	mips_02_11	"Rubisco activase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At2g46620	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At3g19740	mips_03_03_05	"ATPase, putative"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g27120 -	mips_03	"spastin protein, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_04
			mips_08
			mips_08_07
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_07
			mips_63_01
			mips_63_19
	at_At3g28540	mips_02_11_05	"hypothetical protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At3g28570	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_62_01
			mips_62_01_05
			mips_62_01_07
			mips_62_01_99
			mips_62_02_01_01
			mips_62_02_01_01_03
			mips_62_02_01_01_05
	at_At3g28580 -	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At3g45450	mips_03_03	"clpC-like protein"
			mips_03_03_01
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_08
			mips_08_07
			mips_11_01
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At3g50930 -	mips_04_09	"BCS1 protein-like protein"
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At3g52490	mips_06_13_99	"putative protein"
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At3g56690 -	mips_04_09	"calmodulin-binding protein"
			mips_30_07
			mips_30_08
	at_At4g02470 -	mips_02_11	""
			mips_02_11_05
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04910 -	mips_02	"putative component of vesicle-mediated transport"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_08
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
	at_At4g12060	mips_06_01	"putative protein"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01
			mips_40_26
			mips_40_26_03
	at_At4g14670	mips_06_01	"heat shock protein like"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At4g25370	mips_04_05_01_04	"unknown protein"
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_40_26
			mips_40_26_03
	at_At4g27680	mips_02_11_05	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_40_09
	at_At4g28000	mips_02_11	"putative protein"
			mips_02_11_05
			mips_06_01
			mips_06_13_01
	at_At4g29920	mips_06	"putative protein"
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11
			mips_11_01
			mips_11_01_05
			mips_40
			mips_40_03
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_19
			mips_63_19_03
			mips_99
	at_At4g30250	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At4g33240	mips_06_13_01	"putative protein"
			mips_08_13
			mips_30_25
	at_At5g15250	mips_02_13	"FtsH-like protein Pftf precursor - like"
			mips_02_16
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_63_19_03
	at_At5g17730	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At5g17740	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_40_07
	at_At5g17760 -	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_30_07
			mips_30_08
	at_At5g19990	mips_06_10	"26S proteasome AAA-ATPase subunit RPT6a"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_20
			mips_20_25
			mips_20_25_07
			mips_48
			mips_63_19_03
	at_At5g20890 -	mips_30_04_03	"T-complex protein 1, beta subunit"
			mips_30_04_05
			mips_67_99
	at_At5g22330 -	mips_03_01_05	"Ruv DNA-helicase-like protein"
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03_02
			mips_06_01
			mips_25_05_25
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
	at_At5g26360 -	mips_03_03	"chaperonin gamma chain - like protein"
			mips_03_03_01
			mips_06_01
			mips_06_04
			mips_40_04
	at_At5g26860	mips_04_05_05_01	"LON protease homolog (LON_ARA)"
			mips_06_13_99
	at_At5g42270	mips_02_16	"cell division protein FtsH"
			mips_02_16_17
			mips_03_03_03
			mips_03_99
			mips_06_01
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_63_19_03
	at_At5g47040	mips_04_05_05	"mitochondrial Lon protease homolog 1 precursor (sp|O64948)"
			mips_04_05_05_01
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_30_04
			mips_30_07
	at_At5g49840	mips_06_13_01	"CLP protease regulatory subunit CLPX-like"
			mips_06_13_01_01
			mips_11_01_05
			mips_63_01
	at_At5g51070	mips_06_13_99	"Erd1 protein precursor (sp|P42762)"
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At5g57710	mips_04	"101 kDa heat shock protein; HSP101-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11
			mips_11_01
			mips_11_01_05
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_19
			mips_63_19_03
	at_At5g58290	mips_03	"26S proteasome AAA-ATPase subunit RPT3 (gb|AAF22523.1)"
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14
			mips_14_01
			mips_14_01_01
			mips_40
			mips_40_03
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
			mips_62_01_99
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_03
			mips_63
			mips_63_19
	at_At5g66130	mips_02_11	"AtRAD17 (dbj|BAA90479.1)"
			mips_02_11_05
			mips_02_16
			mips_02_16_17
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_03
			mips_04_09
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63_17_09
			mips_63_19_03
	at_At5g08470	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g67630 -	mips_03	"RuvB DNA helicase-like protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05
			mips_06
			mips_06_01
			mips_06_10
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_09
			mips_30
			mips_30_10
			mips_40_03
			mips_40_10
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63
			mips_63_03
			mips_63_19
	at_At1g77620	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_05
			mips_03_03_05_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_09
			mips_06
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_03
			mips_40_07
			mips_40_10
			mips_63
			mips_63_19
			mips_98
	at_At4g04180 -	mips_02_11	"putative vesicle transfer ATPase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	Training Accuracy: 37/55 (67.27%)
	Training Frequency class 'mips_06_13': 228/5270 (4.33%)

	Evaluation on validation data (2658 items):
	at_At1g45000	mips_03_03_01	"similar to 26S proteasome AAA-ATPase subunit RPT4a gb|AAF22524.1; similar to ESTs dbj|AB015110.1, gb|AW443504.1, gb|AI732054.1, gb|AW030587.1, gb|AI812922.1, gb|AW442076.1, gb|AI997275.1, emb|Z17563.1"
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
	at_At1g50140 -	mips_02_11_05	"hypothetical protein, 5' partial"
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_08_07
	at_At1g63350 -	mips_11_05_01	"disease resistance protein, putative"
			mips_11_05_03
	at_At1g64110 -	mips_04_09	"unknown protein"
			mips_30_04
			mips_30_07
			mips_30_08
	at_At1g07200	mips_06_13_99	"hypothetical protein"
			mips_06_99
			mips_11_01_05
			mips_63_19_03
	at_At1g33360	mips_06_13_01	"CLP protease regulatory subunit CLPX, putative"
			mips_06_13_01_01
			mips_11_01_05
	at_At1g53780	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_20
	at_At2g18190 -	mips_02_11_05	"putative AAA-type ATPase"
			mips_08_07
			mips_10
	at_At2g25530 -	mips_67_50	"hypothetical protein"
			mips_67_50_22
	at_At2g29080	mips_02_13	"AAA-type like ATPase"
			mips_06_13_99
	at_At2g03670	mips_02	"putative AAA-type ATPase"
			mips_02_11
			mips_02_11_05
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_08
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63_19
	at_At2g25040	mips_06_13_99	"hypothetical protein"
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At3g53230	mips_02_11_05	"CDC48 - like protein"
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
			mips_08_07_25
			mips_25_05_25
			mips_30_07
			mips_30_08
			mips_40_08
			mips_40_09
	at_At3g18190 -	mips_03	"chaperonin subunit, putative"
			mips_03_03
			mips_03_03_01
			mips_05
			mips_06_01
			mips_11
			mips_11_01
			mips_40_03
			mips_40_04
			mips_63_19
	at_At3g20050 -	mips_06_01	"t-complex polypeptide 1 homologue"
	at_At3g28510	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g29800	mips_04_09	"hypothetical protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At3g48870	mips_04	"AtClpC"
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11
			mips_11_01
			mips_11_01_05
			mips_40
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At4g23940	mips_02_16	"cell division protein - like"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_19_03
	at_At4g24710	mips_02_11	"putative protein binding protein"
			mips_02_11_05
			mips_04_05_01_04_99
			mips_06_13_01
			mips_08_07
	at_At4g24850 -	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At4g30350	mips_06_01	"putative protein"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_63_19_03
	at_At4g30490 -	mips_63_19	"putative protein"
			mips_67
			mips_67_50
			mips_67_50_22
	at_At5g16070 -	mips_25_05_25	"TCP-1 chaperonin-like protein"
			mips_30_04_03
			mips_30_04_05
			mips_47_03_15
			mips_47_03_15_07
	at_At5g40000	mips_06_13_01	"putative protein"
			mips_06_13_01_01
			mips_20_25_07
			mips_48
			mips_63_19_03
	at_At5g53170	mips_02_13	"cell division protein FtsH protease-like"
			mips_02_16
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_63_17
			mips_63_17_09
			mips_63_19_03
	at_At5g67520 -	mips_01_02	"adenylylsulfate kinase-like protein"
			mips_01_02_01
			mips_01_02_99
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_01
			mips_01_03_01_01_03
			mips_01_03_01_01_99
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_01
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_01
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	Validation Accuracy: 16/27 (59.26%)
	Validation Frequency class 'mips_06_13': 129/2658 (4.85%)

	Evaluation on propertest data (4472 items):
	at_At1g02890 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_04
			mips_04_09
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63
			mips_63_19
			mips_98
	at_At1g24510 -	mips_06_01	"T-complex chaperonin protein , epsilon subunit"
	at_At1g33950 -	mips_01	"AIG1-like protein"
			mips_01_04
			mips_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_10_05_01_12_99
			mips_11
			mips_11_05
			mips_11_05_03
			mips_13
			mips_13_05
			mips_14
			mips_14_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63
			mips_63_07
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At1g52660 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g53750	mips_03_01_05_01	"26S proteasome ATPase subunit"
			mips_06_13_01
			mips_06_13_01_01
	at_At1g62130	mips_03_03_05	"hypothetical protein"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At1g74310	mips_06_01	"heat shock protein 101"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g25030	mips_06_13	"putative ATP-dependent CLPB protein"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At2g25140	mips_06_01	"putative ATP-dependent CLPB protein"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g26140	mips_02_13	"FtsH like protease"
			mips_06_13_99
	at_At2g29970	mips_06_01	"unknown protein"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g30950	mips_02_16	"zinc dependent protease (VAR2)"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g34560 -	mips_03_03_05	"katanin like protein"
			mips_03_03_05_01
			mips_04_09
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At2g45500	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g04340 -	mips_02_11_05	"unknown protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_10_01
			mips_10_01_01
			mips_25_05
			mips_30
			mips_30_07
			mips_30_08
			mips_63_19
	at_At3g05530	mips_04_05_01_04_01	"26S proteasome AAA-ATPase subunit RPT5a"
			mips_04_05_01_04_03
			mips_04_05_01_04_99
			mips_04_99
			mips_06_13_01
			mips_06_13_01_01
			mips_06_13_99
	at_At3g05780	mips_04_05_05	"putative mitochondrial LON ATP-dependent protease"
			mips_04_05_05_01
			mips_04_09
			mips_06_10
			mips_06_13_99
			mips_08_07
			mips_30_04
			mips_30_07
			mips_30_08
	at_At3g05790	mips_04_05_05	"putative mitochondrial LON ATP-dependent protease"
			mips_04_05_05_01
			mips_04_09
			mips_06_10
			mips_06_13
			mips_06_13_99
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_16
	at_At3g11830 -	mips_06_01	"putative T-complex protein 1, ETA subunit"
	at_At3g15700 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At3g16290	mips_02	"putative FtsH-like metalloprotease"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_07_25
			mips_40_07
			mips_40_08
			mips_40_09
	at_At3g28520	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g28600	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
	at_At3g28610	mips_02	"unknown protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
	at_At3g50940	mips_02_11_05	"BCS1 protein-like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
	at_At4g05340	mips_06_13_01	"putative protein"
			mips_06_13_01_01
			mips_08_07
			mips_40_07
	at_At4g05380	mips_02_11_05	"putative protein"
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_30_07
			mips_30_08
	at_At3g01610	mips_02_11	"putative cell division control protein"
			mips_02_11_05
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
			mips_40_07
			mips_40_08
	at_At3g02450 -	mips_02_11	"cell division protein FtsH-like protein"
			mips_02_11_05
			mips_04_09
			mips_30_04
			mips_30_07
			mips_30_08
	at_At3g02530 -	mips_06_01	"putative chaperonin"
			mips_06_10
			mips_30_04
			mips_30_04_03
			mips_30_04_05
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g09840	mips_02_11	"putative transitional endoplasmic reticulum ATPase"
			mips_02_11_05
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_09
	at_At4g08640	mips_06_01	"hypothetical protein"
			mips_06_13_01
	at_At4g09420 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At4g29040	mips_06_13_01	"26S proteasome AAA-ATPase subunit RPT2a"
			mips_06_13_01_01
	at_At5g15450	mips_06_01	"clpB heat shock protein-like"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01
			mips_11_01_05
			mips_63_19_03
	at_At5g16930	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_48
	at_At5g17750	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
	at_At5g20000	mips_06_13_01	"26S proteasome AAA-ATPase subunit RPT6a - like protein"
			mips_06_13_01_01
			mips_20_25_07
			mips_48
			mips_63_19_03
	at_At5g40010 -	mips_02_11	"putative protein"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At5g43010	mips_03_03	"26S proteasome AAA-ATPase subunit RPT4a (gb|AAF22524.1)"
			mips_03_03_01
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
	at_At5g50340	mips_02	"DNA repair protein-like"
			mips_02_11
			mips_02_11_05
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_06_01
			mips_06_10
			mips_06_13
			mips_08
			mips_08_07
			mips_11_01
	at_At5g50920	mips_06_01	"ATP-dependent Clp protease, ATP-binding subunit"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At5g53540 -	mips_02_11	"26S proteasome regulatory particle chain RPT6-like protein"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At5g57130	mips_06_13_99	"unknown protein"
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At5g57480	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_40_16
			mips_63
			mips_63_19
			mips_99
	at_At5g58870	mips_03_99	"cell division protein - like"
			mips_06_13_99
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At5g64580	mips_02_13	"unknown protein"
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_33_03_13
			mips_40_26
			mips_40_26_03
	at_At5g03340	mips_02_11_05	"transitional endoplasmic reticulum ATPase"
			mips_03
			mips_03_03_01
			mips_04_09
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_10_01_01
			mips_14_04
			mips_25_05
			mips_30_07
			mips_30_08
			mips_40_09
			mips_63_19
	Propertest Accuracy: 35/48 (72.92%)
	Propertest Frequency class 'mips_06_13': 197/4472 (4.41%)

	New (unknown) data (2658 items):
	at_At1g17610 -	no entry	null
	at_At1g04730 -	no entry	null
	at_At1g72850 -	no entry	null
	at_At1g72890 -	no entry	null
	at_At1g72900 -	no entry	null
	at_At4g16990 -	no entry	null
	at_At5g27290 -	no entry	null
	at_At5g45440 -	no entry	null
	at_At1g72950 -	no entry	null
	at_At1g73110 -	no entry	null
	at_At3g31440 -	no entry	null
	at_At3g43350 -	no entry	null
	at_At5g45490 -	no entry	null
	at_At5g48780 -	no entry	null
	at_At1g56180 -	no entry	null
	at_At1g71010 -	no entry	null
	at_At1g72910 -	no entry	null
	at_At3g03060 -	mips_48	"putative 26S proteosome regulatory subunit"
	at_At3g03960 -	no entry	null
	at_At4g19060 -	no entry	null
	at_At4g25830 -	no entry	null
	at_At5g40090 -	no entry	null


------------------
Rule 4799
	eval(_1,_2,0.0-9.0e-25),classification(_2,beta) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,culicoidea) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,apicomplexa) = 1
	->  class mips_63_19 "nucleotide binding"

	Evaluation on training data (5270 items):
	at_At1g22740 -	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g30580 -	mips_04_03	"putative GTP-binding protein"
			mips_04_03_06
			mips_05_99
	at_At1g43890 -	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g47590	mips_08_16	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At1g01200	mips_08_16	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g52280 -	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g56070	mips_05_04_02	"elongation factor, putative"
			mips_25_05_09
			mips_63_19_05
	at_At1g62750	mips_05_04_02	"elongation factor G, putative"
			mips_63_19_05
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g22950	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g22980	mips_04_05_05	"eukaryotic translation elongation factor 2, putative"
			mips_05
			mips_05_04
			mips_05_04_02
			mips_14_01
			mips_14_01_03
			mips_25_05_09
			mips_40_10_99
			mips_63_03_03
			mips_63_19_05
	at_At4g19640 -	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g07920	mips_05_04_02	"elongation factor 1-alpha"
			mips_63_19_05
	at_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390 -	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g18770 -	mips_06_04	"putative signal recognition particle receptor beta subunit"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
	at_At1g09180	mips_06_07_99	"putative GTP-binding protein, SAR1B"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g31060	mips_05_04_02	"putative GTP-binding protein"
			mips_10_01_05_05
			mips_63_19_05
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g10630	mips_06_04	"similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_02
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610 -	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g45030	mips_05	"putative mitochondrial translation elongation factor G"
			mips_05_04
			mips_05_04_02
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_01
			mips_63_19
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g09900	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g53610 -	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At3g62560 -	mips_08_07_05	"Sar1-like GTP binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
			mips_62_02_01_01
			mips_62_02_01_01_99
	at_At4g02930	mips_05_04_02	"mitochondrial elongation factor Tu"
			mips_63_19_05
	at_At4g10650	mips_14	"putative protein"
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_63_19
	at_At4g17530 -	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g18330 -	mips_05_01	"translation initiation factor eIF-2 gamma chain-like protein"
			mips_05_04
			mips_05_04_02
			mips_14_01
			mips_14_01_03
			mips_40_10_03
	at_At4g20360	mips_05	"translation elongation factor EF-Tu precursor, chloroplast"
			mips_05_04
			mips_05_04_02
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_03
			mips_63_01
			mips_63_19
			mips_63_19_05
	at_At4g35860 -	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g39520	mips_40_16	"GTP-binding - like protein"
			mips_63_19_05
	at_At4g39890 -	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g10260 -	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g13650	mips_05_04	"GTP-binding protein typA (tyrosine phosphorylated protein A)"
			mips_05_04_02
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At5g14670	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g39900	mips_05_04_02	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_63_19_05
	at_At5g45750 -	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g59150 -	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g66470	mips_06_07_03	"GTP-binding protein-like"
			mips_62_02_05
			mips_63_19_05
	at_At5g03530 -	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g08650	mips_05_04_02	"GTP-binding protein LepA homolog"
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At5g17060	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g60390	mips_05_04_02	"translation elongation factor eEF-1 alpha chain (gene A4)"
			mips_63_19_05
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g09910 -	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	Training Accuracy: 36/55 (65.45%)
	Training Frequency class 'mips_63_19': 243/5270 (4.61%)

	Evaluation on validation data (2658 items):
	at_At1g28550	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g56330	mips_04	"unknown protein"
			mips_06
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g05810	mips_06_04	"RAS-related protein ARA-1"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g72660	mips_63_19_05	"putative GTP-binding protein"
	at_At1g73640	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g06220 -	mips_04_05_05	"elongation factor, putative"
			mips_05
			mips_05_04
			mips_05_04_02
			mips_40_10_99
			mips_63_03_03
	at_At1g06400	mips_08_07	"putative protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At1g09630	mips_06_04	"putative RAS-related protein, RAB11C"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g17220 -	mips_04_05_01_01	"putative translation initiation factor IF2"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At1g18200	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_08_19
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_63_03
			mips_63_19
	at_At2g21880 -	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At2g27700	mips_04	"putative translation initiation factor IF2"
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_05
			mips_40
			mips_40_16
			mips_63
			mips_63_19
	at_At3g49870 -	mips_06_04	"ADP-RIBOSYLATION FACTOR like protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g17170 -	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g20020 -	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 11/18 (61.11%)
	Validation Frequency class 'mips_63_19': 106/2658 (3.99%)

	Evaluation on propertest data (4472 items):
	at_At1g02440	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g02620	mips_08_07	"GTP-binding protein Sar1, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g04170 -	mips_05_01	"putative translation initiation factor eIF-2, gamma subunit"
			mips_05_04_02
			mips_14_01_03
			mips_40_10_03
	at_At1g49300 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At1g07410	mips_06_04	"small G protein, putative"
			mips_08_16
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_07
			mips_63_19
			mips_63_19_05
	at_At1g07930	mips_05	"elongation factor 1-alpha"
			mips_05_04_02
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_01
			mips_63_19
			mips_63_19_05
	at_At1g07940	mips_05_04_02	"elongation factor 1-alpha"
			mips_25_05_25
			mips_63_19_05
	at_At1g02130 -	mips_10_01_05_05	"GTP-binding protein, ara-5"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At1g02430	mips_06_04	"hypothetical protein"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g22390 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g26300 -	mips_10_01_05	"G protein alpha subunit 1 (GPA1)"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_13_05
			mips_25_05_13
			mips_33_03_13
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At2g18720 -	mips_05_04_02	"translation initiation factor eIF-2 gamma subunit"
			mips_14_01
			mips_14_01_03
	at_At3g03120	mips_06_07_99	"putative ADP-ribosylation factor"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g07410	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730 -	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820 -	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g21700 -	mips_10_01_05	"putative SGP1 monomeric G-protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g49860 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840 -	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g09720 -	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g11160	mips_04_05	"putative translation initiation factor IF-2"
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_05
			mips_05_04
			mips_05_04_01
			mips_30
			mips_30_01
			mips_40_03
			mips_40_16
			mips_63_19
	at_At4g17160	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18430	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g34390 -	mips_10_01_05_05	"extra-large G-protein - like"
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_62_02_01_02
	at_At4g02080 -	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At5g09910	mips_08_07	"unknown protein"
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_40_08
			mips_63_19
	at_At5g20010 -	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g39620 -	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g39960	mips_08_16	"putative protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g45130 -	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59840 -	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g64990 -	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g03520 -	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g05670 -	mips_08_07_03	"signal recognition particle receptor beta subunit-like protein"
			mips_08_07_25
			mips_08_07_27
			mips_08_07_99
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_07
			mips_30_08
			mips_30_09
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g54840	mips_04	"SGP1 monomeric G-protein (emb|CAB54517.1)"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	Propertest Accuracy: 21/43 (48.84%)
	Propertest Frequency class 'mips_63_19': 164/4472 (3.67%)

	New (unknown) data (2658 items):
	at_At3g12160 -	no entry	null
	at_At2g41670 -	no entry	null
	at_At5g65960 -	no entry	null


------------------
Rule 5895
	eval(_1,_2,0.0-9.0e-25),desc(_2,homolog) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,bovidae),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	->  class mips_20_20 "plant / fungal specific systemic sensing and response"

	Evaluation on training data (5270 items):
	at_At1g14130	mips_01_20_17_07	"dioxygenase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g17010	mips_01_20	"SRG1-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g30040	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g03400	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g44090	mips_01_20_17	"gibberelin 20-oxidase, putative"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g47990	mips_01_20_17_07	"dioxygenase, putative"
			mips_20_20
			mips_20_20_18
	at_At1g52790	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g60980	mips_01_01_99	"putative gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g62380	mips_01_01	"Unknown protein (F24O1.10)"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g06620	mips_01_01_99	"oxidoreductase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g80330	mips_01_20_13	"putative gibberellin 3 beta-hydroxylase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g80340	mips_01_20	"gibberellin 3 beta-hydroxylase"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At2g25450	mips_01_01	"putative dioxygenase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At2g34550	mips_01_20_17_07	"putative gibberellin 2-oxidase"
			mips_20_20
			mips_20_20_18
	at_At2g44800	mips_01_01_99	"putative flavonol synthase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g12900	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g46490	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At3g46500 -	mips_01_20_17_07	"putative protein"
	at_At3g49620 -	mips_01_20_17_07	"2-oxoacid-dependent oxidase (din11)"
			mips_01_20_35_01_05
	at_At3g50210	mips_01_20_17_07	"flavonol synthase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g60290	mips_01_01_99	"SRG1 - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g12010	mips_01_20_17_07	"putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g03050	mips_01_20_17_07	"2-oxoglutarate-dependent dioxygenase (AOP3)"
			mips_20_20
			mips_20_20_18
	at_At4g03060	mips_01_20	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At4g10490	mips_01_20_17	"putative flavanone 3-beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g10500 -	mips_01_20_17_07	"putative Fe(II)/ascorbate oxidase"
			mips_01_20_35_01
	at_At4g16770	mips_01_01_99	"gibberellin oxidase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_14
			mips_14_01_05
			mips_20_20
			mips_20_20_18
	at_At4g21200	mips_01_01_99	"gibberellin 20-oxidase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g23340	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25310	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g20400	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g24530 -	mips_01_20_17	"flavanone 3-hydroxylase-like protein"
			mips_01_20_17_07
	at_At5g43450	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g54000	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g58660	mips_01	"putative protein"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g59540	mips_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g63580	mips_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g63590	mips_01_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g63600	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g15540 -	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g07200	mips_01_01_99	"gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g07480	mips_01_20_17	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g08640	mips_01_20_17	"flavonol synthase (FLS) (sp|Q96330)"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Training Accuracy: 38/43 (88.37%)
	Training Frequency class 'mips_20_20': 112/5270 (2.13%)

	Evaluation on validation data (2658 items):
	at_At1g02400	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52810	mips_01_20	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g77330	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g06640	mips_01_01	"putative Iron/Ascorbate oxidoreductase family protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g15550	mips_01_20_13	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g17020	mips_01_20_17	"SRG1-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g19590	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g19010 -	mips_01_20_17_07	"oxidase like protein"
	at_At4g21690	mips_01_20_13	"gibberellin 3 beta-hydroxylase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25300 -	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At5g20550 -	mips_01_20_17_07	"ethylene-forming-enzyme-like dioxygenase - like"
	at_At5g51310	mips_01_20_17_07	"gibberellin 20-oxidase-like protein"
			mips_20_20
			mips_20_20_18
	at_At5g59530	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	Validation Accuracy: 10/13 (76.92%)
	Validation Frequency class 'mips_20_20': 50/2658 (1.88%)

	Evaluation on propertest data (4472 items):
	at_At1g28030	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g03410	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g35190	mips_01_20_17	"hyoscyamine 6-dioxygenase hydroxylase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g04350	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g49390	mips_01_20_17_07	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g04380	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g50960	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52800	mips_01_01	"putative oxidoreductase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52820 -	mips_01_20_17_07	"putative oxidoreductase"
	at_At1g55290	mips_01_01_99	"leucoanthocyanidin dioxygenase 2, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g78440	mips_01_20_17_07	"putative dioxygenase"
			mips_20_20
			mips_20_20_18
	at_At1g78550	mips_01_01_99	"Hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g80320 -	mips_01_20_17	"oxidoreductase like protein"
			mips_01_20_17_07
			mips_10
	at_At1g14120	mips_01_01_99	"dioxygenase like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g05010	mips_01_20	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g06650	mips_01	"oxidoreductase, putative"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_10
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At2g06960	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g38240	mips_01_20_17_07	"putative anthocyanidin synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g30830 -	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35_01
	at_At2g30840	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g36690	mips_01_01_99	"putative giberellin beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g11180	mips_01_01_99	"putative leucoanthocyanidin dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g13610	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g19000	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g21420 -	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
	at_At3g46480	mips_01_20	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g47190	mips_01_01_99	"1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g51240 -	mips_01_20_17	"flavanone 3-hydroxylase (FH3)"
			mips_01_20_17_07
	at_At3g61400	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g49630	mips_01_20_17_07	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g55970	mips_01_20_17	"leucoanthocyanidin dioxygenase -like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g22870	mips_01_01_99	"anthocyanidin synthase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g25420	mips_01_01	"gibberellin 20-oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g03070	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g16330	mips_01_20_17_07	"naringenin 3-dioxygenase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g22880	mips_01_20_17_07	"putative leucoanthocyanidin dioxygenase (LDOX)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g18660 -	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_99
			mips_02_01
	at_At5g43440	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g51810 -	mips_01_20_17	"gibberellin 20-oxidase (emb|CAA58294.1)"
			mips_01_20_17_07
	at_At5g05600	mips_01_01_99	"leucoanthocyanidin dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Propertest Accuracy: 33/40 (82.50%)
	Propertest Frequency class 'mips_20_20': 102/4472 (2.28%)

	New (unknown) data (2658 items):
	at_At1g79760 -	no entry	null
	at_At5g48020 -	no entry	null
	at_At2g38500 -	no entry	null


------------------
Rule 1139
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),keyword(_2,d__3d_structure) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),keyword(_2,d__3d_structure) = 1
	->  class mips_20_20 "plant / fungal specific systemic sensing and response"

	Evaluation on training data (5270 items):
	at_At1g48820 -	mips_01_20_13	"hypothetical protein"
			mips_01_20_35_01
	at_At1g61120	mips_01_20_13	"putative S-linalool synthase (At1g61120)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g79460	mips_01_20_13	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g23230	mips_01_20_13	"putative vetispiradiene synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g37140 -	mips_01_20_13	"putative vetispiradiene synthase"
			mips_01_20_35
			mips_01_20_35_01
	at_At3g14490	mips_01_20_13	"terpene synthase-related protein, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g29190	mips_01_20	"terpene synthase-related protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g32030	mips_01_20_13	"terpene synthase, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g02780	mips_01_20	"ent-kaurene synthetase A - like protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At4g13280	mips_01_20_13	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g13300	mips_01_20_13	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g15870	mips_01_20_13	"delta-cadinene synthase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g16740 -	mips_01_20_13	"limonene cyclase like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At4g20230	mips_01_20_13	"terpene cyclase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g44630	mips_01_20_13	"terpene cyclase/synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Training Accuracy: 12/15 (80.00%)
	Training Frequency class 'mips_20_20': 112/5270 (2.13%)

	Evaluation on validation data (2658 items):
	at_At1g33750	mips_01_20_13	"terpene synthase, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g48800	mips_01_20_13	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g61680	mips_01_20	"hypothetical protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g66020	mips_01	"hypothetical protein"
			mips_01_20
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_99
	at_At3g14540 -	mips_01_20_13	"hypothetical protein"
			mips_01_20_35_01
	at_At3g25810	mips_01_20_13	"terpene synthase-related protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g25820	mips_01_20_13	"terpene synthase-related protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g25830	mips_01_20_13	"limonene cyclase, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g20210	mips_01_20_13	"cadinene synthase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g23960	mips_01_20_13	"(+)-delta-cadinene synthase (d-cadinene synthase)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Validation Accuracy: 9/10 (90.00%)
	Validation Frequency class 'mips_20_20': 50/2658 (1.88%)

	Evaluation on propertest data (4472 items):
	at_At1g31950	mips_01_20_13	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g53300 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At1g64140 -	mips_13	"hypothetical protein"
			mips_13_07
			mips_40
			mips_40_27
			mips_63
			mips_63_07
	at_At1g70080	mips_01_20_13	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g24210	mips_01_20_13	"myrcene/ocimene synthase (TPS10)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g14520	mips_01_20	"hypothetical protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g29110	mips_01_20_13	"putative terpene synthase-related protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g29410 -	mips_01_20_13	"terpene synthase, putative"
	at_At3g01850 -	mips_02_07	"D-ribulose-5-phosphate 3-epimerase like protein"
			mips_02_07_01
			mips_02_07_03
	at_At3g01910 -	mips_01_01_01_07	"sulfite oxidase (SOX)"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_01_02
			mips_30_27
			mips_30_27_01
	at_At3g31415 -	mips_01_20_13	"vetispiradiene synthase, putative, 5' partial"
			mips_01_20_35
			mips_01_20_35_01
	at_At4g16730	mips_01_20_13	"limonene cyclase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g20200	mips_01_20	"terpene cyclase like protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g48110	mips_01_20	"terpene synthase"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	Propertest Accuracy: 8/14 (57.14%)
	Propertest Frequency class 'mips_20_20': 102/4472 (2.28%)

	New (unknown) data (2658 items):
	at_At2g27490 -	no entry	null
	at_At5g16710 -	no entry	null


------------------
Rule 5744
	eval(_1,_2,0.0-9.0e-25),classification(_2,malpighiales) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	->  class mips_01_04 "phosphate metabolism"

	Evaluation on training data (5270 items):
	at_At1g33220 -	mips_01_05	"beta-1,3-glucanase, putative"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
			mips_25_03
			mips_30
			mips_98
	at_At2g19440	mips_01	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At4g34480	mips_01_04_01	"putative protein (fragment)"
	at_At2g16230	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_30_01
	at_At2g26600	mips_01_04_01	"beta-1,3-glucanase like protein"
			mips_11_05
			mips_11_05_03
	at_At3g07320	mips_01_04_01	"putative beta-1,3-glucanase precursor"
	at_At3g13560	mips_01_04_01	"glucan endo-1,3-beta-glucosidase precursor, putative"
	at_At3g15800	mips_01_04_01	"putative beta-1,3-glucanase precursor"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At3g55430	mips_01_04_01	"beta-1,3-glucanase - like protein"
			mips_01_05
			mips_30
			mips_98
	at_At3g55780	mips_01_04	"beta-1,3-glucanase - like protein"
			mips_01_04_01
			mips_01_20_01
			mips_11_05_03
	at_At3g57240 -	mips_01	"beta-1,3-glucanase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
	at_At3g57260 -	mips_01	"beta-1,3-glucanase 2 (BG2)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
			mips_99
	at_At4g17180	mips_01_04	"putative protein"
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_30
			mips_30_01
	at_At4g18340	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At4g36350	mips_01_04	"purple acid phosphatase like protein"
			mips_06_07
			mips_08
	at_At5g18220	mips_01_04_01	"beta-1,3-glucanase - like predicted GPI-anchored protein"
	at_At5g20330 -	mips_11_05_03	"beta-1,3-glucanase bg4"
			mips_25_03
			mips_30_01
	at_At5g42100	mips_01_04_01	"beta-1,3-glucanase - like predicted GPI-anchored protein"
			mips_11_05_03
	at_At5g42720	mips_01_04	"beta-1,3-glucanase-like protein"
			mips_01_04_01
			mips_11_05_03
	at_At5g58090	mips_01_04	"predicted GPI-anchored protein"
			mips_01_04_01
			mips_11_05_03
			mips_30_01
	Training Accuracy: 16/20 (80.00%)
	Training Frequency class 'mips_01_04': 151/5270 (2.87%)

	Evaluation on validation data (2658 items):
	at_At1g25230 -	mips_40_25	"unknown protein (At1g25230)"
	at_At1g66250	mips_01_04_01	"beta-1,3-glucanase precursor, putative"
	at_At2g39640	mips_01_04_01	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
	at_At2g01630	mips_01_04_01	"beta-1,3-glucanase like protein"
	at_At3g61810	mips_01	"putative protein"
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
			mips_99
	at_At4g24350 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_03
			mips_01_03_01
			mips_65
	at_At4g31140	mips_01_04_01	"1,3-beta-glucanase - like predicted GPI-anchored protein"
			mips_11_05_03
	at_At4g38800 -	mips_01_01_01_01	"putative protein"
			mips_01_01_01_01_02
			mips_01_03_01
			mips_65
	at_At5g20390 -	mips_01	"beta-1,3-glucanase-like protein"
			mips_01_05
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
			mips_25_03
			mips_30
			mips_98
	at_At5g56590	mips_01_04	"beta-1,3-glucanase-like protein"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At5g58480	mips_01_04_01	"beta 1-3 glucanase - like predicted GPI-anchored protein"
	at_At5g67460	mips_01_04_01	"putative protein"
	Validation Accuracy: 8/12 (66.67%)
	Validation Frequency class 'mips_01_04': 99/2658 (3.72%)

	Evaluation on propertest data (4472 items):
	at_At1g30080	mips_01	"beta-1,3-glucanase precursor, putative"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
			mips_99
	at_At1g32860	mips_01_04	"hypothetical protein"
			mips_01_04_01
			mips_01_05_01
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At1g64760	mips_01_04_01	"hypothetical protein"
	at_At1g77780 -	mips_01_05	"endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g11830	mips_01_04	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
			mips_01_04_01
			mips_30_01
	at_At2g05790	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At2g27500	mips_01_04	"beta-1,3-glucanase like protein"
			mips_01_04_01
			mips_11_05_03
	at_At3g04010	mips_01_04_01	"putative beta-1,3-glucanase"
	at_At3g24330	mips_01_04_01	"beta-1,3-glucanase, putative"
	at_At3g46570 -	mips_01_05_01	"glucosidase-like protein"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At3g23770	mips_01	"beta-1,3-glucanase, putative"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At4g14080	mips_01	"A6 anther-specific protein"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At4g24340 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_03
			mips_01_03_01
			mips_65
	at_At4g24360 -	mips_01_01_01	"putative protein"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_03
			mips_01_03_01
			mips_65
	at_At4g26830	mips_01	"putative beta-1,3-glucanase"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At4g29360	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At5g64790	mips_01_04_01	"beta-1,3-glucanase"
	at_At5g20870	mips_01_04_01	"beta-1,3-glucanase - like protein"
			mips_01_05
	at_At5g55180	mips_01_04_01	"beta-1,3-glucanase-like protein"
	Propertest Accuracy: 15/19 (78.95%)
	Propertest Frequency class 'mips_01_04': 128/4472 (2.86%)

	New (unknown) data (2658 items):
	at_At2g27190 -	no entry	null
	at_At5g20340 -	no entry	null
	at_At5g20560 -	no entry	null
	at_At3g52780 -	no entry	null
	at_At3g20500 -	no entry	null
	at_At1g47340 -	no entry	null
	at_At1g52940 -	no entry	null
	at_At1g56360 -	no entry	null
	at_At1g62110 -	no entry	null
	at_At1g77790 -	no entry	null
	at_At2g16430 -	no entry	null
	at_At2g18130 -	no entry	null
	at_At3g57270 -	no entry	null
	at_At4g16260 -	no entry	null
	at_At5g44990 -	no entry	null


------------------
Rule 5320
	eval(_1,_2,4.0e-3-0.1),classification(_2,bos),keyword(_2,glycoprotein) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,firmicutes),keyword(_2,membrane) = 0
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,oryctolagus_cuniculus__rabbit_),desc(_2,receptor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),keyword(_2,rna_binding),desc(_2,subunit) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,enterobacteriaceae),desc(_2,homolog) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,euteleostomi) = 1
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,homolog) = 0
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,arabidopsis) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,firmicutes) = 0
	->  class mips_01_04 "phosphate metabolism"

	Evaluation on training data (5270 items):
	at_At1g23700	mips_01_04	"putative Ser/Thr protein kinase"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At1g02970 -	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g32320 -	mips_03	"MAP kinase, putative"
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_13
			mips_13_11
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g33770 -	mips_03_03_01_01	"protein kinase, putative"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g03740	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_23
			mips_30_04
			mips_30_04_05
	at_At1g51170 -	mips_03_01_03	"putative serine/threonine protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g53050	mips_01_04	"cell division-related protein, putative"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At1g54510	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g05100	mips_01_02	"putative NPK1-related MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_05_04
			mips_14_10
			mips_14_10_02
	at_At1g60940	mips_01_04	"putative serine/threonine-protein kinase"
			mips_04_09
			mips_06_07
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g70430 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04_03_01
			mips_14_04_09
			mips_14_04_09_01
			mips_30_04_03
			mips_30_04_05
			mips_40_04_03
	at_At1g73670 -	mips_10_01_05	"putative MAP kinase (At1g73670)"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_13_05
			mips_14_04_03_01
			mips_30_04_05
	at_At1g76540 -	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720 -	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At1g78290 -	mips_03_03_01_02	"protein kinase 1 like protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g23340	mips_01_04	"putative casein kinase I"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_06_07
			mips_10_05
	at_At4g26890	mips_01_04	"putative NPK1-related protein kinase"
			mips_06_07
			mips_13_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
	at_At4g33950 -	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_At2g05060 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At1g08650 -	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g08720	mips_01_04	"MAP kinase kinase kinase EDR1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At1g09000 -	mips_14_04_03	"NPK1-related protein kinase 1S (ANP1)"
			mips_14_04_03_01
			mips_30_04_05
	at_At2g32510 -	mips_63_19	"putative protein kinase"
	at_At2g32850 -	mips_04_09	"serine/threonine protein kinase like protein"
			mips_06_07_03
			mips_13_07
			mips_25_05_25
			mips_40_04_03
	at_At2g37840	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g38490	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_05
			mips_05_04
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At2g40120 -	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g40500 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g40560	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40730 -	mips_13_07	"unknown protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g40870 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41920 -	mips_04_09	"putative protein kinase"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g41930 -	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g42630 -	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At2g45490 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At1g10940	mips_01_04	"Ser/Thr kinase"
			mips_04_09
			mips_06_07
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At3g10540	mips_01	"putative 3-phosphoinositide-dependent protein kinase-1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_63
			mips_63_19
	at_At3g12200 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g21220 -	mips_03_03_01_02	"MAP kinase kinase 5"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g22750	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g25250 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g44200 -	mips_03_03_01_01	"protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At3g44610	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g46140	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g50000	mips_01_04	"CASEIN KINASE II, ALPHA CHAIN 2 (CK II)"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01
			mips_13_11
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g50500 -	mips_04_09	"protein kinase SPK-2"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g59790	mips_01_04	"mitogen-activated protein kinase-like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At3g61960	mips_01_04	"serine/threonine-protein kinase-like protein"
			mips_06_07
			mips_20
			mips_20_25
			mips_20_25_16
	at_At4g08470 -	mips_04_09	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_13
			mips_25
			mips_25_05
			mips_25_05_13
			mips_30
			mips_30_04
			mips_33_03_13
			mips_35_03_17
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At4g08500 -	mips_13_11_03	"MEKK1/MAP kinase kinase kinase"
			mips_13_11_03_13
			mips_40_04_03
	at_At4g08800 -	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g14340 -	mips_06_07_03	"casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At4g14350 -	mips_03_03_01_01	"protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
	at_At4g14580	mips_01_04	"CBL-interacting protein kinase 4 (CIPK4)"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
	at_At4g14780	mips_01_04	"kinase like protein"
			mips_06_07
			mips_10_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
	at_At4g18710 -	mips_14_01_03	"shaggy-like protein kinase etha (EC 2.7.1.-)"
			mips_25_05_07
	at_At4g19110	mips_01_04	"putative serine/threonine-protein kinase"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g22940	mips_01_04	"putative cdc2 kinase homolog"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g24400 -	mips_04_09	"serine/threonine kinase-like protein"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_25
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_04_03
	at_At4g28540	mips_01	"protein kinase ADK1-like protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g28860 -	mips_04_09	"protein kinase - like protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g32250 -	mips_04_09	"putative protein"
			mips_25_05_25
			mips_40_04_03
	at_At4g33080	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_10
			mips_14_10_02
	at_At4g36450 -	mips_10_01_05_01	"MAP kinase like protein"
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At5g12090 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g14640 -	mips_25_05_07	"protein kinase MSK-3 - like"
	at_At5g18700	mips_01_04	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_07
			mips_30_04
			mips_30_04_05
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g25110	mips_01_04	"serine/threonine protein kinase-like protein"
	at_At5g35410 -	mips_04_09	"serine/threonine protein kinase SOS2 (gb|AAF62923.1)"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g39440	mips_01_04	"serine/threonine-specific protein kinase -like protein"
			mips_01_06_01
			mips_01_06_01_05
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_12
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g45430 -	mips_03_03_01_01_09	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g50000 -	mips_25_05_13	"protein kinase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g55560 -	mips_04_09	"putative protein"
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g58380 -	mips_03_01_05	"SOS2-like protein kinase PKS2"
			mips_03_01_05_03
			mips_03_03_01_01
			mips_03_03_02
			mips_25_05_25
			mips_40_10_03
	at_At5g58940 -	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
	at_At5g58950	mips_01_04	"protein kinase 6 - like"
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_63_19
	at_At5g08160 -	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g66880 -	mips_01	"protein kinase, 41K (EC 2.7.1.-) (pir||S71172)"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_19
			mips_98
	at_At5g67080 -	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 33/84 (39.29%)
	Training Frequency class 'mips_01_04': 151/5270 (2.87%)

	Evaluation on validation data (2658 items):
	at_At1g01450	mips_01_04	"hypothetical protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_14_10
			mips_14_10_02
	at_At1g03920 -	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	at_At1g57700 -	mips_03_01_03	""
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g57870 -	mips_01	"protein kinase, putative"
			mips_01_05
			mips_03
			mips_03_03
			mips_06
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25_03
			mips_25_05
			mips_30
			mips_30_04
			mips_63_19
	at_At1g68830	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At1g73690 -	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g09840 -	mips_14_01_03	"shaggy-like protien kinase, kappa"
	at_At1g18670	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_23
	at_At1g53700 -	mips_14_01_03	"auxin-induced protein kinase, putative"
	at_At2g25760 -	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g25880 -	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g26980 -	mips_04_09	"CBL-interacting protein kinase 3 (CIPK3)"
			mips_40_04_03
	at_At2g30980 -	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g40580	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g46070	mips_01_04	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_11
			mips_11_01
			mips_11_01_03
			mips_13
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_63_19
	at_At3g24720	mips_01	"protein kinase, putative"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_13
			mips_25_05_25
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_98
	at_At3g29160	mips_01_04	"SNF1-like protein kinase (AKin11)"
			mips_01_06_01
			mips_01_06_01_05
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_12
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At3g46930 -	mips_06_07_03	"protein kinase 6-like protein"
			mips_10_01_05
			mips_10_01_05_01
	at_At3g48750 -	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g08730 -	mips_63_17_01	"putative ribosomal-protein S6 kinase (ATPK6)"
	at_At3g09010 -	mips_10_01	"putative receptor ser/thr protein kinase"
			mips_10_01_01
			mips_10_05
	at_At4g08480	mips_01_04	"putative mitogen-activated protein kinase"
			mips_04_09
			mips_11_05_01
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At4g10010	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_At4g13000	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26100	mips_01_04	"Col-0 casein kinase I like protein"
	at_At4g26610	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_At4g29810 -	mips_01_02	"MAP kinase kinase 2"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g09890	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	at_At5g43320 -	mips_03_01_05_01	"casein kinase I"
			mips_20_11
			mips_62_01
			mips_62_01_01
	at_At5g45810 -	mips_14_10	"CBL-interacting protein kinase 19 (CIPK19)"
			mips_14_10_02
	at_At5g50180	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At5g56580	mips_01_02	"protein kinase MEK1 homolog"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_35
			mips_35_03
			mips_35_03_05
			mips_35_03_05_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
	at_At5g61560 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g66850 -	mips_01_02	"MAP protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g01820 -	mips_25_05_10	"putative protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g01850 -	mips_14_04_03	"protein kinase ATN1-like protein"
			mips_14_04_03_01
			mips_25_05_13
			mips_30_04
			mips_30_04_05
			mips_33_03_13
			mips_35_03_17
	at_At5g01920 -	mips_03_03_03	"putative protein"
			mips_06_07_03
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_25_05_10
			mips_25_05_17
	Validation Accuracy: 16/39 (41.03%)
	Validation Frequency class 'mips_01_04': 99/2658 (3.72%)

	Evaluation on propertest data (4472 items):
	at_At1g20930	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g51660 -	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g62400 -	mips_04_09	"hypothetical protein"
			mips_40_04_03
	at_At1g63700 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g73500 -	mips_03_03_01_02	"unknown protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_25_05_25
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g74330 -	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g09600 -	mips_03_03_01_01_09	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g50230 -	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g19470 -	mips_03_01_05_01	"putative casein kinase I"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g23030 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g23070 -	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_11
	at_At2g23080 -	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_25_05_25
			mips_40_04_03
	at_At2g30040 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g34180 -	mips_06_07_03	"putative protein kinase"
	at_At2g34290 -	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g42550 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g43790 -	mips_10_01_05	"MAP kinase (ATMPK6)"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20_05
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At2g38620 -	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g05840 -	mips_14_01_03	"shaggy related protein kinase, ASK-GAMMA"
			mips_25_05_07
	at_At3g06030 -	mips_14_04_03_01	"NPK1-related protein kinase 3"
			mips_30_04_05
	at_At3g06230	mips_01_04	"putative MAP kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g14370 -	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At3g17510 -	mips_14_04_03_01	"CBL-interacting protein kinase 1 (CIPK1)"
			mips_30_04_05
	at_At3g27560 -	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g27580 -	mips_14_10	"serine/threonine-protein kinase, PK7"
			mips_14_10_02
			mips_63_17_01
	at_At3g45240 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At3g45640 -	mips_10_01_05	"mitogen-activated protein kinase 3"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At3g45670	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_40_04_05
	at_At3g45790 -	mips_04_09	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At3g50310	mips_01_04	"protein kinase -like protein"
			mips_14_10
			mips_14_10_02
	at_At3g50730	mips_01_04	"protein kinase ATN1 - like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At3g51630 -	mips_01_05_04	"MAP kinase like protein"
	at_At3g54180 -	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g05140 -	mips_10_05	"putative serine/threonine protein kinase"
	at_At3g23310 -	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_04
			mips_03_03_04_07
	at_At3g63260	mips_01_04	"ATMRK1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At4g28670 -	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At4g28880	mips_01	"protein kinase like protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63
			mips_63_19
	at_At4g31170	mips_01_04	"protein kinase - like protein"
			mips_06_07
			mips_10_01
			mips_10_05
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
	at_At4g32660 -	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g32830 -	mips_04_09	"putative serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g40010	mips_01_04	"putative serine/threonine protein kinase"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g08590 -	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g14720 -	mips_14_04_03	"protein kinase -like protein"
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04_05
	at_At5g26110 -	mips_04_09	"endopeptidase - like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g26751	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g27790	mips_01_04	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_30_04_05
	at_At5g35380 -	mips_14_04_03_01	"putative protein"
	at_At5g39390 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g39420	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g41990 -	mips_01_05_04	"MAP kinase"
			mips_06_07_03
			mips_13_07
	at_At5g58350	mips_01_02	"MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_01_05
			mips_01_05_04
			mips_06_07
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_40_03
			mips_63_19
	at_At5g60550	mips_01_02	"serine/threonine-protein kinase - like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At5g63650	mips_01_04	"serine/threonine-protein kinase"
			mips_01_05_04
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g65530 -	mips_10_05	"putative protein"
	at_At5g67380 -	mips_03_03_01_01	"casein kinase II catalytic subunit (ATPK12D)"
			mips_03_03_01_01_09
			mips_06_07_03
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
	at_At5g47750	mips_01	"protein kinase (EC 2.7.1.37) 5 (pir||JN0505)"
			mips_01_04
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_99
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	Propertest Accuracy: 16/58 (27.59%)
	Propertest Frequency class 'mips_01_04': 128/4472 (2.86%)

	New (unknown) data (2658 items):
	at_At1g24030 -	no entry	null
	at_At1g29230 -	no entry	null
	at_At1g66460 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g67000 -	no entry	null
	at_At2g16750 -	no entry	null
	at_At3g23000 -	no entry	null
	at_At3g46760 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At2g30740 -	no entry	null
	at_At3g20860 -	no entry	null
	at_At3g51990 -	no entry	null
	at_At3g53030 -	no entry	null
	at_At3g62220 -	no entry	null
	at_At4g00970 -	no entry	null
	at_At4g18950 -	no entry	null
	at_At4g23140 -	no entry	null
	at_At4g23220 -	no entry	null
	at_At4g23240 -	no entry	null
	at_At4g30960 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g18500 -	no entry	null
	at_At5g18610 -	no entry	null
	at_At5g27510 -	no entry	null
	at_At5g38240 -	no entry	null
	at_At5g57670 -	no entry	null
	at_At5g61570 -	no entry	null
	at_At5g01810 -	no entry	null
	at_At5g23170 -	no entry	null
	at_At1g70740 -	no entry	null
	at_At1g06700 -	no entry	null
	at_At1g16670 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At2g11530 -	no entry	null
	at_At2g24360 -	no entry	null
	at_At2g25090 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At4g35600 -	no entry	null
	at_At5g10520 -	no entry	null
	at_At5g54590 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g28390 -	no entry	null
	at_At1g49100 -	no entry	null
	at_At1g01140 -	no entry	null
	at_At1g71530 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At1g12580 -	no entry	null
	at_At1g12680 -	no entry	null
	at_At2g17520 -	no entry	null
	at_At3g04690 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At3g01490 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At5g04510 -	no entry	null
	at_At4g00330 -	no entry	null
	at_At4g00960 -	no entry	null
	at_At4g04700 -	no entry	null
	at_At4g23300 -	no entry	null
	at_At4g23320 -	no entry	null
	at_At5g15730 -	no entry	null
	at_At5g20050 -	no entry	null
	at_At5g40380 -	no entry	null


------------------
Rule 5062
	eval(_1,_2,4.0e-3-0.1),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,complete_proteome) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,glycine) = 0
	->  class mips_01_02 "nitrogen and sulfur metabolism"

	Evaluation on training data (5270 items):
	at_At1g62800	mips_01_01_01_01	"aspartate aminotransferase (Asp4)"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At1g62960	mips_01_01_01	"1-aminocyclopropane-1-carboxylate synthase, putative"
			mips_01_01_10_03
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g70580	mips_01_01_01_01	"putative alanine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g74260 -	mips_01_03_01	"putative phosphoribosylformylglycinamidine synthase"
			mips_01_03_01_03
			mips_11_07_07
	at_At1g75330	mips_01_01	"ornithine carbamoyltransferase precursor"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_03_04
			mips_01_03_04_03
			mips_40_03
			mips_40_16
			mips_63_19
	at_At1g77670	mips_01_01	"putative aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
			mips_01_20_50
			mips_63_11
	at_At2g22810	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACS4)"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At2g23960	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_13
			mips_01_02
			mips_01_03_01
			mips_01_03_04
			mips_01_03_04_03
	at_At2g34890 -	mips_01_01	"putative CTP synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_30_01
	at_At2g04400 -	mips_01_01_01_11	"indole-3-glycerol phosphate synthase like protein"
			mips_01_01_01_11_13
			mips_01_07_01
			mips_02_01
	at_At1g08630	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_30_02
			mips_63_21
			mips_63_21_17
	at_At2g22250	mips_01_01_01_07	"putative aspartate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02_01
			mips_63_21
			mips_63_21_17
	at_At2g28880 -	mips_01_01	"putative para-aminobenzoate synthase and glutamine amidotransferase, a bifunctional enzyme"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_06_04
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_14_10
			mips_14_10_02
	at_At2g30970	mips_01_01_01_01	"aspartate aminotransferase (AAT1)"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At3g08860	mips_01_01_01_01	"putative aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_At3g12670 -	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At3g48790 -	mips_01_07_01	"serine palmitoyltransferase-like protein"
			mips_30_02
	at_At4g08040	mips_01_01_01_07	"putative protein"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g20320 -	mips_01_01_01_01	"CTP synthase like protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At4g26200	mips_01_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g30530 -	mips_01_01_01	"unknown protein"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
	at_At4g31990	mips_01_01_01_01	"aspartate aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At4g33680	mips_01_01_01_07	"unknown protein"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_63_21
			mips_63_21_17
	at_At4g39660	mips_01_01_10	"alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_At5g11520	mips_01_01	"aspartate aminotransferase (Asp3)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At5g38200 -	mips_01_01_01_01	"unknown protein"
			mips_01_01_01_01_02
			mips_01_01_01_11_13
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
			mips_01_07
	at_At5g57890	mips_01_01	"anthranilate synthase beta chain"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_03
			mips_01_02
			mips_01_03_04
			mips_01_03_04_03
			mips_01_07
			mips_01_07_01
	at_At5g65800	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	Training Accuracy: 19/28 (67.86%)
	Training Frequency class 'mips_01_02': 126/5270 (2.39%)

	Evaluation on validation data (2658 items):
	at_At1g30820 -	mips_01_01_01_01	"CTP synthase-like protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At1g63290 -	mips_01_05_01_01_01	"D-ribulose-5-phosphate like protein"
			mips_02_07
			mips_02_07_01
			mips_02_07_03
	at_At1g63660 -	mips_01_01	"GMP synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
	at_At1g80360	mips_01_01	"putative aspartate aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
			mips_63_21
			mips_63_21_17
	at_At1g33320	mips_01	"cystathionine gamma-synthase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_40_03
	at_At2g13810	mips_01_01_01_07	"putative aspartate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At2g20610	mips_01_01	"putative tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_50
			mips_11_07
			mips_11_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_63_11
	at_At3g54600 -	mips_06_13_01	"putative protein"
	at_At4g11280	mips_01_01_01_07	"ACC synthase (AtACS-6)"
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g35630 -	mips_01_01_01_11	"phosphoserine aminotransferase"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At5g57590	mips_01_01_01_01	"adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_13_03_01
	at_At5g60540 -	mips_01_03_04	"imidazoleglycerol-phosphate synthase subunit H - like"
			mips_01_03_04_03
			mips_01_07_01
	Validation Accuracy: 6/12 (50.00%)
	Validation Frequency class 'mips_01_02': 82/2658 (3.09%)

	Evaluation on propertest data (4472 items):
	at_At1g29410 -	mips_01_01_01_11_13	"phosphoribosylanthranilate isomerase (At1g29410)"
	at_At1g34040	mips_01_01_01	"putative protein"
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_04
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
			mips_63_21
			mips_63_21_17
	at_At1g64660	mips_01_01_01_07	"similar to O-succinylhomoserine sulfhydrylase"
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
	at_At1g66860 -	mips_01_01_01_01	"unknown protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
	at_At1g71920	mips_01_01_01_07	"putative histidinol-phosphate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
	at_At1g72330	mips_01_01_01	"alanine aminotransferase (ALAAT2)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_02_01
			mips_01_20_99
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g80600	mips_01_01	"acetylornithine transaminase like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_03
			mips_40_16
	at_At1g17290	mips_01_01	"alanine aminotransferase (ALAAT1)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_02_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g23310	mips_01_01	"putative alanine aminotransferase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g25220	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_03
			mips_01_02
			mips_01_02_99
			mips_01_03_04
			mips_01_03_04_03
			mips_11
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_05
			mips_40_03
			mips_40_16
			mips_63_19
	at_At2g23970	mips_01_02	"unknown protein"
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
	at_At2g38400	mips_01_01	"putative beta-alanine-pyruvate aminotransferase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07
			mips_01_07_01
			mips_01_20_17
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At2g38860 -	mips_06_13_01	"unknown protein"
	at_At3g02720 -	mips_06_13_01	"unknown protein"
	at_At3g04520 -	mips_01	"L-allo-threonine aldolase like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_02
			mips_40_03
			mips_40_07
			mips_40_16
			mips_63
			mips_63_21
			mips_63_21_17
	at_At3g20330 -	mips_01_01_01	"aspartate carbamoyltransferase precursor (aspartate transcarbamylase)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_03_04
			mips_01_03_04_03
	at_At3g27740 -	mips_01_03_04	"carbamoyl phosphate synthetase small subunit (carA)"
			mips_01_03_04_03
			mips_20_05
	at_At3g49700	mips_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At3g61510	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase-like protein"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g28420	mips_01_01	"tyrosine transaminase-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At4g02120 -	mips_01_01	"CTP synthase - like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_30_01
	at_At4g23600	mips_01_01_01_11	"tyrosine transaminase like protein"
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At4g30540	mips_01	"putative protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_03
			mips_01_02
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_07
			mips_01_07_01
			mips_40_03
			mips_40_10
			mips_40_16
			mips_63
			mips_63_19
	at_At4g30550	mips_01_02	"unknown protein"
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
	at_At4g37770	mips_01_01	"1-aminocyclopropane-1-carboxylate synthase - like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g10330	mips_01_01	"histidinol-phosphate aminotransferase-like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
	at_At5g19550	mips_01_01	"aspartate aminotransferase Asp2"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At5g46180	mips_01_01_01_01	"ornithine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_At5g51690	mips_01_01	"ACS12 (MIO24.18)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g63570	mips_01_01_99	"glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_99
			mips_40_26
			mips_40_26_03
	at_At5g65720	mips_01_01_10_05	"NifS-like aminotranfserase"
			mips_01_02_01
			mips_01_07
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_63_21
			mips_63_21_17
	at_At5g48400 -	mips_08	"ligand-gated ion channel protein-like; glutamate receptor-like (AtGLR1.2)"
			mips_10
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	Propertest Accuracy: 23/32 (71.88%)
	Propertest Frequency class 'mips_01_02': 121/4472 (2.71%)

	New (unknown) data (2658 items):
	at_At1g15040 -	no entry	null
	at_At1g23320 -	no entry	null
	at_At1g34060 -	no entry	null
	at_At4g34020 -	no entry	null
	at_At4g22980 -	no entry	null
	at_At5g49810 -	no entry	null
	at_At4g24670 -	no entry	null
	at_At1g70560 -	no entry	null
	at_At1g25170 -	no entry	null


------------------
Rule 4460
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,667.0-1005.0) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,dna_binding) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),classification(_2,streptomyces) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),desc(_2,kinase) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),keyword(_2,d__3d_structure) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,developmental_protein) = 0
	->  class mips_01_02 "nitrogen and sulfur metabolism"

	Evaluation on training data (5270 items):
	at_At1g64670	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g69240	mips_01_02	"putative alpha/beta hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g14260 -	mips_01_05_01_01_09	"proline iminopeptidase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23550 -	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23560	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g23580 -	mips_01_05_01_01	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_99
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At2g23610	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g36290	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At3g24420	mips_01_02	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g29770	mips_01_02	"alpha/beta hydrolase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g47590 -	mips_01_05_01_01_01	"putative protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g51000 -	mips_01_05_01_01_09	"epoxide hydrolase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g52570 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g10030	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g15960 -	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g17150 -	mips_01_05_01_01	"hypothetical protein"
			mips_01_05_01_01_01
	at_At4g36610	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_07
			mips_06_13
			mips_11_01
	at_At4g37150	mips_01_02	"hydroxynitrile lyase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At5g09430	mips_01_02	"putative hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g10300	mips_01_02	"alpha-hydroxynitrile lyase-like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At5g38520	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g41900	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_07
			mips_40_19
	at_At5g02970	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	Training Accuracy: 15/23 (65.22%)
	Training Frequency class 'mips_01_02': 126/5270 (2.39%)

	Evaluation on validation data (2658 items):
	at_At1g29840 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_01
			mips_45
			mips_45_03
			mips_45_03_09
			mips_45_03_19
			mips_47_03_21
			mips_47_03_21_01
			mips_63_05
	at_At1g72620 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
	at_At1g74300	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g13610 -	mips_02	"hypothetical protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
	at_At1g13820	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_At2g26750	mips_01_02	"putative epoxide hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
			mips_40_19
	at_At3g50440 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At3g48410	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g09900	mips_01_02	"putative host response protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At4g12830 -	mips_01_05	"hydrolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_40_19
	at_At4g37470	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g17780	mips_01_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_07
			mips_40_19
	at_At5g38220 -	mips_14_04_03	"putative protein"
			mips_14_04_03_01
	at_At5g38360	mips_01_02	"similar to unknown protein (pir||T03994)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g39220	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_06_07
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At5g58310	mips_01_02	"polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11_05
			mips_11_05_03
			mips_40_19
	Validation Accuracy: 10/16 (62.50%)
	Validation Frequency class 'mips_01_02': 82/2658 (3.09%)

	Evaluation on propertest data (4472 items):
	at_At1g52510	mips_01_02	"unknown protein (At1g52510)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
	at_At1g74280	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g18360 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g23590	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23600	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_06_07
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23620 -	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g26740	mips_01_02	"epoxide hydrolase (ATsEH)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g03230	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At3g03240	mips_01_02	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At3g03990	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
	at_At3g05600 -	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_40_19
	at_At3g10870 -	mips_01_05	"putative alpha-hydroxynitrile lyase"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_10_01_01
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g47560 -	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_04
			mips_11
			mips_11_07
	at_At3g01690 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g16690	mips_01	"cyanohydrin lyase like protein"
			mips_01_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At4g24760 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g02340	mips_01_02	""
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At5g11910 -	mips_01_05_01_01_01	"putative esterase - like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_04
	at_At5g51180 -	mips_01_06_04	"unknown protein"
	at_At5g22460 -	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_06_13
			mips_40_19
	Propertest Accuracy: 10/20 (50.00%)
	Propertest Frequency class 'mips_01_02': 121/4472 (2.71%)

	New (unknown) data (2658 items):
	at_At1g74640 -	no entry	null
	at_At1g08310 -	no entry	null
	at_At1g19670 -	no entry	null
	at_At1g10740 -	no entry	null
	at_At5g53050 -	no entry	null


------------------
Rule 6244
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,sus) = 1
	->  class mips_01_02 "nitrogen and sulfur metabolism"

	Evaluation on training data (5270 items):
	at_At1g19250	mips_01_01	"hypothetical protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g20620 -	mips_11_05_01	"unknown protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_01
			mips_40_19
	at_At1g48910	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g51720	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
	at_At1g62570	mips_01_02	"similar to glutamate synthase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g62600	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g63340	mips_01_01_99	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g79750 -	mips_01_05_01_03	"putative malate oxidoreductase"
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_67_15
	at_At2g13560 -	mips_01_05_01_03_03	"malate oxidoreductase (malic enzyme)"
			mips_02_08
			mips_02_10
	at_At2g33230	mips_01_02	"putative flavin-containing monooxygenase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At3g27820	mips_01_02_01	"putative cytosolic monodehydroascorbate reductase"
			mips_01_07
			mips_02_08
			mips_02_13
			mips_02_13_01
			mips_67_15
	at_At1g12140 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g12200	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_40_27
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g28720 -	mips_01_07	"putative protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g11670 -	mips_01_05_01_03_03	"NADP dependent malic enzyme - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g07440	mips_01_01	"glutamate dehydrogenase 2 (GDH2)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
			mips_40_16
			mips_45
			mips_45_03
			mips_45_03_17
			mips_67
			mips_67_15
	at_At5g07800	mips_01_01	"dimethylaniline monooxygenase-like protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	Training Accuracy: 11/17 (64.71%)
	Training Frequency class 'mips_01_02': 126/5270 (2.39%)

	Evaluation on validation data (2658 items):
	at_At1g04180 -	mips_01_07	"putative dimethylaniline monooxygenase"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g62540	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62580	mips_01_02	"similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62620	mips_01_02	"similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g20630 -	mips_11_07_03	"putative protein"
			mips_11_07_07
			mips_40_19
			mips_43
			mips_43_03
			mips_43_03_07
	at_At1g21430	mips_01_02	"flavin-containing monooxygenases, putative"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g65860	mips_02	""
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_63_99
	at_At2g19900 -	mips_02	"malate oxidoreductase (malic enzyme)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_40_03
			mips_40_16
			mips_67
			mips_67_15
	at_At4g13260	mips_01_02_01	"putative protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g00570 -	mips_01_05_01_03_03	"putative malate oxidoreductase"
			mips_02_08
			mips_02_10
	at_At5g11320 -	mips_02	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_99
	at_At5g18170	mips_01_01_01_01	"glutamate dehydrogenase (EC 1.4.1.-) 1 (pir||S71217)"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
			mips_45
			mips_45_03
			mips_45_03_17
	at_At5g43890 -	mips_01	"dimethylaniline monooxygenase-like"
			mips_02
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_98
	at_At5g45180	mips_02	"dimethylaniline monooxygenase (N-oxide-forming)-like protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At5g54770 -	mips_01_07	"thiazole biosynthetic enzyme precursor (ARA6) (sp|Q38814)"
			mips_01_07_99
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
	Validation Accuracy: 8/15 (53.33%)
	Validation Frequency class 'mips_01_02': 82/2658 (3.09%)

	Evaluation on propertest data (4472 items):
	at_At1g04610 -	mips_01_07	"putative dimethylaniline monooxygenase"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g62560	mips_01_01_99	"similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g63370	mips_01_02_01	"flavin-binding monooxygenase, putative"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g74470 -	mips_01_05_01_01_09	"geranylgeranyl reductase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_02_11
			mips_02_13
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_67_15
	at_At1g12130	mips_01_01_99	"hypothetical protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g12160	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At3g03910	mips_01_01_01	"putative glutamate dehydrogenase"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02_01
			mips_45_03_17
			mips_67_15
	at_At4g32540 -	mips_01_07	"dimethylaniline monooxygenase - like protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g25620 -	mips_01_07	"unknown protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g25880 -	mips_01_05_01_03_03	"malate dehydrogenase - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g61290	mips_01_01	"putative protein"
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	Propertest Accuracy: 6/11 (54.55%)
	Propertest Frequency class 'mips_01_02': 121/4472 (2.71%)

	New (unknown) data (2658 items):
	at_At1g55980 -	no entry	null
	at_At3g10230 -	no entry	null
	at_At1g56000 -	no entry	null
	at_At4g35090 -	no entry	null


------------------
Rule 5954
	eval(_1,_2,4.0e-3-0.1),species(_2,bacillus_subtilis),desc(_2,precursor) = 0
	eval(_1,_2,4.0e-3-0.1),mol_wt(_2,54204.0-74022.0),species(_2,dictyostelium_discoideum__slime_mold_) = 0
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,74022.0-112121.0),classification(_2,schizosaccharomyces) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,xenopus_laevis__african_clawed_frog_),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,in) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,bovidae),db_ref(_2,prosite) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	->  class mips_01_02 "nitrogen and sulfur metabolism"

	Evaluation on training data (5270 items):
	at_At1g13440 -	mips_02_01	"putative protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g14810	mips_01_01	"aspartate-semialdehyde dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At1g17420 -	mips_01_06_10	"lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g47630 -	mips_01_06_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g62810	mips_01_01_10	"amine oxidase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17_09
			mips_67_15
	at_At1g62960	mips_01_01_01	"1-aminocyclopropane-1-carboxylate synthase, putative"
			mips_01_01_10_03
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g70580	mips_01_01_01_01	"putative alanine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g77670	mips_01_01	"putative aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
			mips_01_20_50
			mips_63_11
	at_At4g12290	mips_01_01	"copper amine oxidase -like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At2g02000 -	mips_01_01_01_11	"putative glutamate decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05_01
	at_At2g02010 -	mips_01_01_01_11	"putative glutamate decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_At2g13360	mips_01_01_01_07	"alanine-glyoxylate aminotransferase"
			mips_01_01_01_07_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_04_03
			mips_04_03_03
			mips_40_19
	at_At2g19940	mips_01_01	"putative N-acetyl-gamma-glutamyl-phosphate reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At2g42490	mips_01_02	"putative copper amine oxidase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At3g22400 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
	at_At3g26650 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A subunit (GapA)"
			mips_02_01_01
	at_At3g43670	mips_01_01	"amine oxidase -like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At3g48730	mips_01_01_99	"glutamate-1-semialdehyde aminotransferase"
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_99
			mips_40_26
			mips_40_26_03
	at_At3g62130	mips_01_01_01_11	"unknown protein"
			mips_01_01_10_05
			mips_01_02
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_At4g13890 -	mips_01_01_01_11	"glycine hydroxymethyltransferase - like protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03_01
			mips_01_06_10
	at_At4g14940	mips_01_01_10	"amine oxidase like protein"
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
	at_At4g16760 -	mips_01_06_04	"acyl-CoA oxidase like protein"
			mips_40_19
	at_At4g28680 -	mips_01_01_99	"aromatic amino-acid decarboxylase - like protein"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05
	at_At4g30210	mips_01	"NADPH-ferrihemoprotein reductase (ATR2)"
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_01
			mips_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_63
			mips_63_01
			mips_63_17
			mips_63_17_01
			mips_67
			mips_67_15
			mips_98
	at_At4g32360 -	mips_01_01	"MFDR (AtMFDR)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_11
			mips_02_11_05
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g37930 -	mips_01_01	"glycine hydroxymethyltransferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_06
			mips_01_06_10
			mips_40_16
	at_At5g14800 -	mips_01_01	"pyrroline-5-carboxylate reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_10
			mips_01_01_10_01
			mips_63_21
			mips_63_21_07
	at_At5g17330 -	mips_01_01_10_01	"glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
			mips_01_01_10_01_04
			mips_01_06_04
	at_At5g26600	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_At5g36160	mips_01_01	"tyrosine aminotransferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At5g53970	mips_01_01	"tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At5g66190	mips_01_01_10	"ferredoxin-NADP+ reductase"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_At1g12900 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A, cholorplast precursor, putative"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g01480	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACC2)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	Training Accuracy: 19/34 (55.88%)
	Training Frequency class 'mips_01_02': 126/5270 (2.39%)

	Evaluation on validation data (2658 items):
	at_At1g27980 -	mips_01_01_01_01	"putative protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_06_04
	at_At1g31710	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_11_01
			mips_13_07
			mips_13_11
			mips_40_02
			mips_40_19
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g67560 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g72520 -	mips_01_06_10	"putative lipoxygenase"
			mips_25_05_09
			mips_47_03_13
	at_At1g65960 -	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_At2g13810	mips_01_01_01_07	"putative aspartate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At2g17630 -	mips_01_01	"putative phosphoserine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At2g20610	mips_01_01	"putative tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_50
			mips_11_07
			mips_11_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_63_11
	at_At2g24850	mips_01_01	"putative tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_63_21
			mips_63_21_17
	at_At3g17760 -	mips_01_01_01_01	"glutamate decarboxylase, putative"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_03_01_05
			mips_03_01_05_01
			mips_13_03
			mips_13_03_01
	at_At3g22200	mips_01_01	"aminotransferase like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07
			mips_01_07_01
			mips_01_20_17
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At4g03280 -	mips_02_11_05	"AT4g03280/F4C21_21"
			mips_02_13
			mips_02_13_03
			mips_14_04
			mips_25_05
			mips_30_16
			mips_63_17_09
			mips_67
			mips_67_15
	at_At4g11280	mips_01_01_01_07	"ACC synthase (AtACS-6)"
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g12280	mips_01_02	"copper amine oxidase like protein (fragment2)"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At4g35630 -	mips_01_01_01_11	"phosphoserine aminotransferase"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At4g36480 -	mips_01_01_01_07	"serine palmitoyltransferase (AtLCB1)"
			mips_01_07_01
	at_At5g26780 -	mips_01_01	"glycine hydroxymethyltransferase - like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_05
			mips_01_06
			mips_01_06_10
			mips_40_03
			mips_40_16
	at_At5g51900 -	mips_01_06_01	"putative protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g57590	mips_01_01_01_01	"adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_13_03_01
	Validation Accuracy: 8/19 (42.11%)
	Validation Frequency class 'mips_01_02': 82/2658 (3.09%)

	Evaluation on propertest data (4472 items):
	at_At1g20020	mips_01_01	"ferredoxin--NADP reductase precursor, putative"
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_02_11
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At1g31670	mips_01_02_01	"putative protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At1g31690	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_11
			mips_11_01
			mips_13
			mips_13_07
			mips_13_11
			mips_40_02
			mips_40_19
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67
			mips_67_15
	at_At1g43710 -	mips_01_01_01_11	"putative histidine decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05_01
	at_At1g55020 -	mips_01_06_10	"putative protein"
			mips_25_05_09
	at_At1g64660	mips_01_01_01_07	"similar to O-succinylhomoserine sulfhydrylase"
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
	at_At1g72330	mips_01_01_01	"alanine aminotransferase (ALAAT2)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_02_01
			mips_01_20_99
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g16540	mips_01_01_01_11	"molybdenum cofactor sulfurase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_07_01
			mips_04_03
			mips_04_03_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_21
			mips_63_21_17
	at_At1g17290	mips_01_01	"alanine aminotransferase (ALAAT1)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_02_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g71180 -	mips_01_01_01	"putative dehydrogenase (At1g71180)"
			mips_01_01_01_15
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_07
	at_At1g08490 -	mips_01_01_01	"NIFS like protein CpNifsp precursor (NIFS)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_07
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_At2g20340 -	mips_01_01	"tyrosine decarboxylase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05
			mips_03_01_05_01
	at_At2g35660 -	mips_01_01	"CTF2A"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_02_11
			mips_67_15
	at_At3g45140 -	mips_01_06_10	"lipoxygenase (AtLox2)"
			mips_47_03_13
	at_At3g49700	mips_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At4g05390	mips_01_01_10	"ferredoxin-NADP+ reductase like protein"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_At3g02280	mips_01_01	"putative NADPH-ferrihemoprotein reductase"
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_10_01_09
			mips_10_01_09_01
			mips_40_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17
			mips_63_17_01
			mips_63_21
			mips_67_15
	at_At4g12270	mips_01_02	"copper amine oxidase like protein (fragment1)"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_17
			mips_63_17_09
			mips_63_21
			mips_63_21_99
			mips_67_15
	at_At4g24520	mips_02	"NADPH-ferrihemoprotein reductase ATR1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_40_07
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At4g25090 -	mips_01_20_35	"respiratory burst oxidase - like protein"
			mips_01_20_35_02
			mips_11_05
			mips_11_07_07
			mips_14_01_03
			mips_14_04
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67
			mips_67_15
	at_At4g23590	mips_01_01_01_11	"tyrosine transaminase like protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g23600	mips_01_01_01_11	"tyrosine transaminase like protein"
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At5g13430 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase - like protein"
			mips_02_13
			mips_02_13_03
			mips_30_16
			mips_63_17_09
	at_At5g35920 -	mips_11_07	"cytochrome P450-like"
			mips_11_07_01
	at_At5g65720	mips_01_01_10_05	"NifS-like aminotranfserase"
			mips_01_02_01
			mips_01_07
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_63_21
			mips_63_21_17
	Propertest Accuracy: 15/25 (60.00%)
	Propertest Frequency class 'mips_01_02': 121/4472 (2.71%)

	New (unknown) data (2658 items):
	at_At1g50550 -	no entry	null
	at_At2g23520 -	no entry	null
	at_At4g22980 -	no entry	null
	at_At5g49810 -	no entry	null
	at_At4g24670 -	no entry	null
	at_At5g36130 -	no entry	null
	at_At5g51920 -	no entry	null
	at_At1g70560 -	no entry	null
	at_At4g37100 -	no entry	null
	at_At5g36140 -	no entry	null


------------------
Rule 4372
	eval(_1,_2,4.0e-3-0.1),classification(_2,synechocystis),desc(_2,hypothetical) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,in) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,arabidopsis_thaliana__mouse_ear_cress_) = 0
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5270 items):
	at_At1g58400	mips_11_05_01	"hypothetical protein"
	at_At1g59620	mips_11_05_01	"PRM1 homolog (CW9)"
			mips_11_05_03
	at_At1g62630	mips_11	"putative RPS-2 disease resistance protein (AA002294"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g80630	mips_11_05_05	"unknown protein"
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At2g17050	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At3g14470	mips_11_05	"disease resistance protein, putative"
			mips_11_05_01
			mips_11_05_03
	at_At3g17920	mips_11_05_05	"unknown protein"
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At1g12280	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At4g16900	mips_11_05_01	"disease resistance RPP5 like protein"
			mips_11_05_03
	at_At4g16950	mips_11_05_01	"disease resistance RPP5 like protein"
	at_At5g17890	mips_11	"disease resistance protein - like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g19680	mips_11_05_05	"unknown protein"
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At5g21900	mips_03_01	"DNA excision repair protein"
			mips_03_01_05
			mips_03_01_05_01_01
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_10_99
	at_At5g41750	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
			mips_11_05_03
	at_At5g43740	mips_11_05_01	"disease resistance protein"
			mips_11_05_03
	at_At5g45250	mips_11_05_01	"disease resistance protein RPS4"
			mips_11_05_03
	at_At5g46260	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
	at_At5g07670	mips_06_13	"unknown protein"
			mips_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
			mips_63_01
			mips_63_17
			mips_63_17_01
	Training Accuracy: 18/18 (100.00%)
	Training Frequency class 'mips_11_05': 239/5270 (4.54%)

	Evaluation on validation data (2658 items):
	at_At1g61310	mips_11_05_01	"similar to disease resistance protein"
			mips_11_05_03
	at_At1g72860	mips_11_01	"hypothetical protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At2g23880 -	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_29_02
	at_At3g60350 -	mips_05	"Arm repeat containing protein - like"
			mips_06_04
			mips_40_10_05
	at_At3g46730	mips_11_05_01	"disease resistance protein RPP8-like protein"
	at_At4g19520	mips_11_05_01	"resistance protein RPP5 - like"
	at_At4g24490 -	mips_01_06_07	"Rab geranylgeranyl transferase like protein (fragment)"
			mips_06_07_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At5g18370	mips_11	"disease resistance protein -like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g41740	mips_11_05_01	"disease resistance protein-like"
	at_At5g45260	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g46270	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	Validation Accuracy: 8/11 (72.73%)
	Validation Frequency class 'mips_11_05': 112/2658 (4.21%)

	Evaluation on propertest data (4472 items):
	at_At1g31540	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At1g63750	mips_11_05	"putative disease resistance protein"
			mips_11_05_01
			mips_11_05_03
	at_At1g63880	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g72840	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g10510	mips_11_05	"unknown protein"
			mips_11_05_05
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At1g03590 -	mips_10_01_05_01	"protein phosphatase 2C (AtPPC6;6)"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g40860 -	mips_01_04	"putative protein phosphatase 2C"
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g02750 -	mips_01	"protein phosphatase-2C (PP2C) like protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g06483 -	mips_02	"pyruvate dehydrogenase like kinase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_06_07
			mips_06_07_03
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
	at_At3g07040	mips_11_05_01	"disease resistance gene (RPM1)"
			mips_11_05_03
	at_At3g54650 -	mips_10_01	"putative protein"
			mips_10_01_01
			mips_10_05
			mips_13
			mips_13_11
			mips_40_02
	at_At4g05500 -	mips_06_13	""
			mips_25_03
	at_At4g16890	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g16960	mips_11_05	"disease resistance RPP5 like protein"
			mips_11_05_01
			mips_11_05_03
	at_At4g28050 -	mips_14_20	"senescence-associated protein -like"
			mips_25_03
	at_At5g38350	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
	at_At5g43470	mips_11	"disease resistance protein RPP8"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g45200	mips_11_05_01	"disease resistance protein RPS4"
	at_At5g45500	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At5g45510	mips_06_04	"unknown protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At5g46470	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g47260	mips_11_01	"NBS/LRR disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g51630	mips_11_05	"putative protein"
			mips_11_05_01
			mips_11_05_03
	at_At5g41540	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	at_At5g48620	mips_11	"disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	Propertest Accuracy: 18/25 (72.00%)
	Propertest Frequency class 'mips_11_05': 198/4472 (4.43%)

	New (unknown) data (2658 items):
	at_At1g32370 -	no entry	null
	at_At1g58390 -	no entry	null
	at_At1g58410 -	no entry	null
	at_At1g61320 -	no entry	null
	at_At1g61330 -	no entry	null
	at_At1g63360 -	no entry	null
	at_At1g63870 -	no entry	null
	at_At4g27050 -	no entry	null
	at_At4g27220 -	no entry	null
	at_At2g14090 -	no entry	null
	at_At2g26860 -	no entry	null
	at_At3g44060 -	no entry	null
	at_At3g49030 -	no entry	null
	at_At3g49040 -	no entry	null
	at_At3g51530 -	no entry	null
	at_At3g51560 -	no entry	null
	at_At3g52690 -	no entry	null
	at_At3g58900 -	no entry	null
	at_At3g58960 -	no entry	null
	at_At3g59180 -	mips_99	"putative protein"
	at_At3g59190 -	no entry	null
	at_At3g59200 -	no entry	null
	at_At3g59250 -	no entry	null
	at_At4g31750 -	no entry	null
	at_At4g36140 -	no entry	null
	at_At5g01720 -	no entry	null
	at_At5g11370 -	no entry	null
	at_At5g17680 -	no entry	null
	at_At5g38590 -	no entry	null
	at_At5g38850 -	no entry	null
	at_At5g44850 -	no entry	null
	at_At5g44870 -	no entry	null
	at_At5g45050 -	no entry	null
	at_At5g46520 -	no entry	null
	at_At5g48770 -	no entry	null
	at_At5g56380 -	no entry	null
	at_At5g56400 -	no entry	null
	at_At5g56690 -	no entry	null
	at_At5g63020 -	no entry	null
	at_At5g05400 -	no entry	null
	at_At5g02910 -	no entry	null
	at_At5g03100 -	no entry	null
	at_At1g48390 -	no entry	null
	at_At1g50980 -	no entry	null
	at_At1g59780 -	no entry	null
	at_At1g61190 -	no entry	null
	at_At1g67390 -	no entry	null
	at_At1g80470 -	no entry	null
	at_At3g59210 -	no entry	null
	at_At3g59240 -	no entry	null
	at_At3g60790 -	no entry	null
	at_At3g62230 -	no entry	null
	at_At3g14710 -	no entry	null
	at_At3g29830 -	no entry	null
	at_At3g49020 -	no entry	null
	at_At4g08450 -	no entry	null
	at_At4g13960 -	no entry	null
	at_At4g22280 -	no entry	null
	at_At5g22610 -	no entry	null
	at_At5g22690 -	no entry	null
	at_At5g40910 -	no entry	null
	at_At5g40920 -	no entry	null
	at_At5g41830 -	no entry	null
	at_At5g46510 -	no entry	null
	at_At5g56700 -	no entry	null
	at_At5g58120 -	no entry	null
	at_At5g62970 -	no entry	null
	at_At1g47920 -	no entry	null
	at_At1g53350 -	no entry	null
	at_At1g55660 -	no entry	null
	at_At1g56400 -	no entry	null
	at_At1g56510 -	no entry	null
	at_At1g61300 -	no entry	null
	at_At1g60180 -	no entry	null
	at_At1g78740 -	no entry	null
	at_At3g26920 -	no entry	null
	at_At3g26930 -	no entry	null
	at_At3g42770 -	no entry	null
	at_At3g44080 -	no entry	null
	at_At3g46530 -	no entry	null
	at_At3g46710 -	no entry	null
	at_At4g09430 -	no entry	null
	at_At4g16860 -	no entry	null
	at_At4g19050 -	no entry	null
	at_At4g00160 -	no entry	null
	at_At5g35450 -	no entry	null
	at_At5g38570 -	no entry	null
	at_At5g40100 -	no entry	null
	at_At5g40470 -	no entry	null
	at_At5g46450 -	no entry	null
	at_At5g52460 -	no entry	null
	at_At5g56410 -	no entry	null
	at_At5g56420 -	no entry	null
	at_At5g56430 -	no entry	null
	at_At5g56810 -	no entry	null


------------------
Rule 3052
	eval(_1,_2,0.0-9.0e-25),classification(_2,hymenoptera) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,medicago),db_ref(_2,hssp) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5270 items):
	at_At1g50050	mips_11_05_03	"pathogenesis-related protein 1b precursor (pr-1b), putative"
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At2g19980	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
	at_At2g19990	mips_11_05_03	"pathogenesis-related protein (PR-1)"
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At3g19690	mips_11_05_03	"PR-1 protein, putative"
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At4g07820	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
	at_At4g30320	mips_11_05_05	"PR-1-like protein"
			mips_11_05_05_99
			mips_40_27
	at_At4g31470	mips_11_05_05	"pathogenesis-related protein homolog"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g33720	mips_11_05_03	"pathogenesis-related protein 1 precursor, 19.3K"
			mips_11_05_05
			mips_11_05_05_99
	at_At4g33730	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	at_At1g01310	mips_11	"pathogenesis related protein, putative"
			mips_11_05
			mips_11_05_03
			mips_40
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_99
	Training Accuracy: 10/10 (100.00%)
	Training Frequency class 'mips_11_05': 239/5270 (4.54%)

	Evaluation on validation data (2658 items):
	at_At3g09590	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g25780	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g33710	mips_11_05_03	"pathogenesis-related protein 1 precursor, 18.9K"
			mips_11_05_05
			mips_11_05_05_99
	at_At5g57625	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	Validation Accuracy: 4/4 (100.00%)
	Validation Frequency class 'mips_11_05': 112/2658 (4.21%)

	Evaluation on propertest data (4472 items):
	at_At1g50060	mips_11	"branched-chain amino acid aminotransferase, putative"
			mips_11_05
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
			mips_99
	at_At2g14610	mips_11_05_05	"pathogenesis-related PR-1-like protein"
			mips_11_05_05_99
	at_At2g19970	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
	at_At5g26130	mips_11_05	"pathogenesis-related protein - like"
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
	at_At5g66590	mips_11	"Unknown protein (K1F13.27)"
			mips_11_05
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At5g02730	mips_11_05_03	"pathogenesis related protein - like"
			mips_11_05_05
			mips_11_05_05_99
	Propertest Accuracy: 6/6 (100.00%)
	Propertest Frequency class 'mips_11_05': 198/4472 (4.43%)

	New (unknown) data (2658 items):
	at_At2g14580 -	no entry	null


------------------
Rule 5688
	eval(_1,_2,0.0-9.0e-25),classification(_2,asteridae) = 0
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,haemophilus_influenzae),desc(_2,homolog) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,firmicutes) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,ehrhartoideae),db_ref(_2,prodom) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,bacillales) = 0
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5270 items):
	at_At1g51470	mips_01_05	"myrosinase precursor, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g52040	mips_11_05_03	"putative protein"
	at_At1g52070	mips_11_05_03	""
			mips_47_03_11
			mips_47_03_11_09
	at_At1g52130	mips_11_05_03	""
	at_At1g61230	mips_11_05_03	""
	at_At1g61810	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g61820	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g75940	mips_01_05_01_01_02	"ATA27"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At3g16450	mips_11	"putative lectin"
			mips_11_05
			mips_11_05_03
	at_At2g01890 -	mips_40_25	"purple acid phosphatase like protein"
	at_At2g32860	mips_01_05	"putative beta-glucosidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g44450 -	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44460 -	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g16440	mips_11_05_03	"putative lectin"
	at_At3g21370	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g46120 -	mips_01_04	"purple acid phosphatase precursor -like protein"
	at_At3g60140	mips_01_05_01	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g24550	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26000	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_At5g35940	mips_11_05_03	"putative protein"
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	Training Accuracy: 18/22 (81.82%)
	Training Frequency class 'mips_11_05': 239/5270 (4.54%)

	Evaluation on validation data (2658 items):
	at_At1g47600 -	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g51430	mips_11_05_03	"hypothetical protein"
	at_At1g52120	mips_11	""
			mips_11_05
			mips_11_05_03
	at_At1g53070 -	mips_10_01	"protein kinase, putative"
			mips_10_01_01
			mips_10_05
	at_At1g05760	mips_11	"disease resistance protein RTM1"
			mips_11_05
			mips_11_05_03
	at_At1g13750 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_67
	at_At1g53710 -	mips_01_04	"cell division control protein, putative"
			mips_03_01_05
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_05
	at_At2g25630 -	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At2g39330	mips_11_05	"putative myrosinase-binding protein"
			mips_11_05_03
	at_At3g16430	mips_11_05	"putative lectin"
			mips_11_05_03
	at_At4g38800 -	mips_01_01_01_01	"putative protein"
			mips_01_01_01_01_02
			mips_01_03_01
			mips_65
	at_At5g25980 -	mips_01_20_01	"myrosinase TGG2"
			mips_01_20_01_07
	at_At5g36890 -	mips_01_05_01_01_01	"beta-glucosidase -like protein"
			mips_01_05_01_01_02
			mips_02_01
	Validation Accuracy: 5/13 (38.46%)
	Validation Frequency class 'mips_11_05': 112/2658 (4.21%)

	Evaluation on propertest data (4472 items):
	at_At1g51490	mips_01_05_01_01	"cyanogenic beta-glucosidase, putative"
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At2g25980	mips_11_05_03	"similar to jasmonate-inducible proteins from Brassica napus"
	at_At2g32770 -	mips_01	"putative purple acid phosphatase precursor"
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_40
			mips_98
			mips_99
	at_At2g44470 -	mips_01_05_01_01_02	"putative beta-glucosidase"
	at_At3g18070 -	mips_01_05_01_01_02	"beta-glucosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g60120 -	mips_01_05_01_01_02	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At4g21760	mips_01_05	"beta-glucosidase -like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At4g24360 -	mips_01_01_01	"putative protein"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_03
			mips_01_03_01
			mips_65
	at_At5g24540	mips_01_05	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	Propertest Accuracy: 5/10 (50.00%)
	Propertest Frequency class 'mips_11_05': 198/4472 (4.43%)

	New (unknown) data (2658 items):
	at_At1g13760 -	no entry	null
	at_At1g13900 -	mips_06	"hypothetical protein"
			mips_10
	at_At1g14700 -	no entry	null
	at_At1g33790 -	no entry	null
	at_At1g52050 -	no entry	null
	at_At1g52100 -	no entry	null
	at_At1g53060 -	no entry	null
	at_At3g09190 -	no entry	null
	at_At3g16420 -	no entry	null
	at_At3g59590 -	no entry	null
	at_At5g01090 -	no entry	null
	at_At5g38540 -	no entry	null
	at_At1g52110 -	no entry	null
	at_At1g58160 -	no entry	null
	at_At1g05770 -	no entry	null
	at_At1g07460 -	no entry	null
	at_At2g39310 -	no entry	null
	at_At3g52820 -	no entry	null
	at_At3g54080 -	no entry	null
	at_At3g59620 -	no entry	null
	at_At3g16410 -	no entry	null
	at_At5g03350 -	no entry	null
	at_At5g35950 -	no entry	null
	at_At5g50400 -	no entry	null
	at_At1g52060 -	no entry	null
	at_At1g53080 -	no entry	null
	at_At1g73040 -	no entry	null
	at_At2g33070 -	no entry	null
	at_At3g59610 -	no entry	null
	at_At3g16470 -	no entry	null
	at_At3g16530 -	no entry	null
	at_At4g24890 -	no entry	null
	at_At5g16580 -	no entry	null
	at_At5g28520 -	no entry	null
	at_At5g46000 -	no entry	null
	at_At5g49860 -	no entry	null


------------------
Rule 5847
	eval(_1,_2,4.0e-3-0.1),keyword(_2,alternative_splicing) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,electron_transport) = 0
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5270 items):
	at_At1g17230 -	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17240 -	mips_08_13	"putative receptor protein kinase, predicted GPI-anchored protein"
	at_At1g17250	mips_08_13	"putative receptor protein kinase"
			mips_11_05_01
	at_At1g17750	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g25570 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g28440 -	mips_08_13	"hypothetical protein"
	at_At1g29740	mips_08_13	"Putative receptor-like serine/threonine kinase"
			mips_11_05_01
	at_At1g33600	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g33610 -	mips_08_13	"hypothetical protein"
	at_At1g34110	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g34420	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g47890	mips_06_04	"disease resistance protein, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g48480 -	mips_10_05	"protein kinase, putative"
	at_At1g49490	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g53440 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g55610	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At1g56120	mips_06_04	"receptor-like protein kinase, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g56130 -	mips_08_13	"receptor-like protein kinase, putative"
	at_At1g62440	mips_08_13	"putative extensin-like protein (gnl|PID|e1310400"
			mips_11_05_01
			mips_40_01
	at_At1g67510 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At1g74360 -	mips_08_13	"putative receptor protein kinase (At1g74360)"
	at_At1g78230	mips_10_01_01	"unknown protein; similar to ESTs gb|H36831.1, gb|N96841.1, and gb|AA651293.1"
			mips_11_05
			mips_11_05_05
			mips_11_05_05_06
			mips_40_27_03
			mips_40_34
	at_At2g02220	mips_06_04	"putative receptor-like protein kinase"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g26730 -	mips_10_05	"putative receptor-like protein kinase"
	at_At3g23110 -	mips_08_13	"disease resistance protein, putative"
	at_At3g47090	mips_11_05_01	"receptor kinase-like protein"
	at_At4g19530	mips_11_05	"TMV resistance protein N - like"
			mips_11_05_01
	at_At2g01820 -	mips_14_01_03	"putative receptor-like protein kinase"
	at_At2g15080	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g15880	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g16870	mips_11_05_01	"putative disease resistance protein"
	at_At2g17060	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At2g24130 -	mips_08_13	"putative receptor-like protein kinase"
	at_At2g33030	mips_11_05_01	"putative leucine-rich repeat disease resistance protein"
	at_At1g09970 -	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g10920	mips_11	"disease resistance protein RPM1 isolog"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At3g11010	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At3g13065 -	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g14840	mips_11_05_01	"receptor-like serine/threonine kinase, putative"
	at_At3g23750 -	mips_08_13	"receptor-like kinase, putative"
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g25010 -	mips_08_13	"disease resistance protein, putative"
	at_At3g25560 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g28450 -	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g50230 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At3g53240 -	mips_08_13	"disease resistance - like protein"
	at_At3g56100 -	mips_14_01_03	"putative protein"
	at_At4g03260	mips_11_05_05	"putative protein phosphatase regulatory subunit"
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
			mips_63_17_01
	at_At4g08850	mips_06	"receptor protein kinase like protein"
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At4g12010	mips_11_05_01	"putative disease resistance protein (TMV N-like)"
			mips_11_05_03
	at_At4g13810 -	mips_08_13	"putative disease resistance protein"
	at_At4g13900	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At4g14370 -	mips_03_99	"disease resistance N like protein"
	at_At4g16920	mips_11_01	"disease resistance RPP5 like protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g18670 -	mips_08_13	"extensin-like protein"
	at_At4g19500	mips_11_05	"resistence protein - like"
			mips_11_05_01
			mips_11_05_03
	at_At4g20140	mips_06_04	"leucine rich repeat-like protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At4g26050 -	mips_63_17_01	"putative leucine-rich-repeat protein"
	at_At1g12460 -	mips_06	"hypothetical protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At4g28380 -	mips_10_05	"extensin-like protein"
			mips_40_01
	at_At4g31250 -	mips_10_05	"receptor kinase - like protein"
	at_At4g36180 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At5g11250	mips_11	"RPP1 disease resistance protein - like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g12970 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
	at_At5g19320 -	mips_08	"RAN GTPase activating protein 2"
			mips_08_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_40_02
	at_At5g25550 -	mips_10_05	"extensin - like protein"
			mips_13_11
			mips_40_01
			mips_40_02
	at_At5g27060 -	mips_08_13	"resistance protein - like"
	at_At5g35390 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g38340	mips_11_05	"disease resistance - like protein"
			mips_11_05_01
			mips_11_05_03
	at_At5g43730	mips_11_05	"disease resistance protein"
			mips_11_05_01
	at_At5g44700	mips_06_04	"receptor-like protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g45060	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
			mips_11_05_03
	at_At5g45210	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g45840 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g48940 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g49290	mips_08_13	"disease resistance protein-like"
			mips_11_05_01
	at_At5g55540 -	mips_08_13	"putative protein"
	at_At5g56040 -	mips_08_13	"receptor protein kinase-like protein"
	at_At1g15530 -	mips_10	"hypothetical protein"
			mips_10_01_01
			mips_98
	at_At5g07280 -	mips_08_13	"receptor-like protein kinase-like protein"
	at_At5g16590 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g23400 -	mips_08_13	"disease resistance protein-like"
	at_At5g47250	mips_11	"NBS/LRR disease resistance protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g66900	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g04220 -	mips_08_13	"putative disease resistance protein, predicted GPI-anchored protein"
	Training Accuracy: 41/86 (47.67%)
	Training Frequency class 'mips_11_05': 239/5270 (4.54%)

	Evaluation on validation data (2658 items):
	at_At1g28340 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g56540	mips_11	"disease resistance protein, putative"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g64210 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g67720 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g70130 -	mips_10_05	"hypothetical protein"
	at_At1g74170	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g65850	mips_11_05_01	""
	at_At1g12040 -	mips_08_13	"leucine-rich repeat/extensin 1 (LRX1)"
			mips_40_01
	at_At2g16250 -	mips_10_01	"putative LRR receptor protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g19780 -	mips_10	"putative disease resistance protein"
			mips_10_01_01
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g33020	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33050	mips_06_04	"putative leucine-rich repeat disease resistance protein"
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At2g33080	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At2g36570 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g25470 -	mips_08_13	"putative disease resistance protein"
	at_At2g34930 -	mips_08_13	"putative disease resistance protein"
	at_At3g19020	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g23010 -	mips_08_13	"disease resistance protein, putative"
	at_At3g23120 -	mips_08_13	"disease resistance protein, putative"
	at_At3g44400	mips_11	"disease resistence - like protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At3g44480	mips_11_05_01	"disease resistance protein -like"
			mips_11_05_03
	at_At4g05490 -	mips_06	"N7 -like protein"
			mips_06_13
			mips_25
			mips_25_03
			mips_98
	at_At4g09360	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g11580 -	mips_03_03	"putative protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_06_13
			mips_40_10_99
	at_At4g13920	mips_08_13	"disease resistance Cf-2 like protein"
			mips_11_05_01
	at_At4g18640 -	mips_10	"putative protein (fragment)"
			mips_10_01_01
	at_At4g23740 -	mips_10_05	"putative receptor kinase"
	at_At4g33970 -	mips_08_13	"extensin-like protein"
			mips_40_01
	at_At4g35470 -	mips_13_05	"putative protein"
			mips_63_17_01
	at_At4g39270	mips_11_05_01	"receptor protein kinase - like protein"
	at_At5g04720	mips_11	"putative protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At5g06820	mips_11_05_01	"receptor-like protein kinase"
	at_At5g20480	mips_11_05_01	"receptor protein kinase - like"
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g65710 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g65830 -	mips_10_01_01	"unknown protein"
	at_At5g67280 -	mips_08_13	"receptor-like protein kinase"
	Validation Accuracy: 15/40 (37.50%)
	Validation Frequency class 'mips_11_05': 112/2658 (4.21%)

	Evaluation on propertest data (4472 items):
	at_At1g29730	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g33590	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g35710 -	mips_08_13	"protein kinase, putative"
	at_At1g04210	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g57650	mips_11	""
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g61850 -	mips_01_06_99	"hypothetical protein"
			mips_65
	at_At1g65380	mips_08_13	"putative protein"
			mips_11_05_01
	at_At1g66830	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g71400	mips_06	"putative disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_11_05
			mips_11_05_01
	at_At1g71830 -	mips_10	"protein kinase, putative"
			mips_10_01
			mips_10_01_01
	at_At1g72300	mips_08_13	"leucine-rich receptor-like protein kinase, putative"
			mips_11_05_01
	at_At1g74180 -	mips_08_13	"disease resistance protein, putative"
	at_At1g74190	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
			mips_13_05
			mips_13_05_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g07390	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	at_At1g53430 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At2g01950 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g14080	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g15040 -	mips_08_13	"putative disease resistance protein"
	at_At2g32680	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g33060	mips_08_13	"putative leucine-rich repeat disease resistance protein"
			mips_11_05_01
	at_At2g33170	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At2g34680	mips_08_13	"auxin-induced protein (AIR9)"
			mips_11_05_01
	at_At2g25440	mips_10_01	"putative disease resistance protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At3g03770 -	mips_10_05	"unknown protein"
	at_At3g04220	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At3g05360 -	mips_08_13	"putative disease resistance protein"
	at_At3g05370	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At3g05650	mips_06_04	"putative disease resistance protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g05660 -	mips_08_13	"putative disease resistance protein"
			mips_10_01_01
	at_At3g05990 -	mips_10_05	"hypothetical protein"
			mips_40_02
	at_At3g06000 -	mips_08_01	"hypothetical protein"
			mips_14_10
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_02_02_02
			mips_20_25_16
			mips_30_02
			mips_63_09
			mips_67_13
	at_At3g11080	mips_06_04	"hypothetical protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g13380	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g25020 -	mips_08_13	"disease resistance protein, putative"
	at_At3g50950	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g56370 -	mips_08_13	"putative protein"
	at_At3g57830	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At3g59510	mips_11_05	"putative protein"
			mips_11_05_01
			mips_63_17
			mips_63_17_01
	at_At4g05480 -	mips_25_03	"N7 -like protein"
	at_At3g02130	mips_06_04	"putative protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At3g48880	mips_06_13	"unknown protein"
			mips_11_05
			mips_11_05_05
			mips_11_05_05_06
			mips_40_10_99
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At4g13820 -	mips_08_13	"putative disease resistance protein"
	at_At4g13910	mips_11_05	"putative disease resistance protein"
			mips_11_05_01
	at_At4g20270 -	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g23830	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At4g36150	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At5g06870	mips_11_05_01	"polygalacturonase inhibiting protein"
	at_At5g06940	mips_08_13	"receptor protein kinase-like protein"
			mips_11_05_01
	at_At5g10020	mips_06_04	"receptor protein kinase -like(fragment)"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g25910	mips_06_04	"disease resistance protein - like"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At5g39020 -	mips_10_05	"receptor protein kinase - like protein"
			mips_40_02
	at_At5g40170	mips_06_04	"disease resistance - like protein"
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g41820 -	mips_01_06_07	"geranylgeranyl transferase alpha subunit-like protein"
			mips_06_07_99
			mips_20_25_01
			mips_20_25_01_01
	at_At5g45770 -	mips_08_13	"predicted GPI-anchored protein"
	at_At5g45800 -	mips_08_13	"receptor kinase-like protein"
	at_At5g46330	mips_06_04	"receptor protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g49770	mips_06_04	"receptor protein kinase-like"
			mips_08_13
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At5g49780	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g60300 -	mips_10_05	"receptor like protein kinase"
	at_At5g65240 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At5g05850 -	mips_63_17	"putative protein"
			mips_63_17_01
	Propertest Accuracy: 37/63 (58.73%)
	Propertest Frequency class 'mips_11_05': 198/4472 (4.43%)

	New (unknown) data (2658 items):
	at_At1g13230 -	no entry	null
	at_At1g14390 -	no entry	null
	at_At1g15740 -	no entry	null
	at_At1g26890 -	no entry	null
	at_At1g27170 -	no entry	null
	at_At1g27180 -	no entry	null
	at_At1g27190 -	no entry	null
	at_At1g29720 -	no entry	null
	at_At1g03440 -	no entry	null
	at_At1g48540 -	no entry	null
	at_At1g50610 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g56140 -	no entry	null
	at_At1g60630 -	no entry	null
	at_At1g63430 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g68400 -	no entry	null
	at_At1g69270 -	no entry	null
	at_At1g69550 -	no entry	null
	at_At1g70110 -	no entry	null
	at_At1g72460 -	no entry	null
	at_At1g74200 -	no entry	null
	at_At1g75640 -	no entry	null
	at_At1g06840 -	no entry	null
	at_At1g78980 -	no entry	null
	at_At3g53810 -	no entry	null
	at_At2g01210 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g24160 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g26380 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At2g29250 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g35620 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At2g42800 -	no entry	null
	at_At2g43700 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g11330 -	no entry	null
	at_At3g19085 -	mips_99	"hypothetical protein, 3' partial"
	at_At3g20820 -	no entry	null
	at_At3g25000 -	no entry	null
	at_At3g28890 -	no entry	null
	at_At3g42880 -	no entry	null
	at_At3g44630 -	no entry	null
	at_At3g45390 -	no entry	null
	at_At3g45440 -	no entry	null
	at_At3g51740 -	no entry	null
	at_At3g53550 -	no entry	null
	at_At3g55670 -	no entry	null
	at_At3g59700 -	no entry	null
	at_At3g59730 -	no entry	null
	at_At3g59740 -	no entry	null
	at_At4g03390 -	no entry	null
	at_At4g10410 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g26340 -	no entry	null
	at_At4g28350 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g29050 -	no entry	null
	at_At4g33300 -	no entry	null
	at_At4g37250 -	no entry	null
	at_At5g01560 -	no entry	null
	at_At5g10290 -	no entry	null
	at_At5g10530 -	no entry	null
	at_At5g20690 -	no entry	null
	at_At5g38580 -	mips_98	"putative protein"
	at_At5g41550 -	no entry	null
	at_At5g43020 -	no entry	null
	at_At5g45780 -	no entry	null
	at_At5g48740 -	no entry	null
	at_At5g49140 -	no entry	null
	at_At5g59660 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At5g66330 -	no entry	null
	at_At5g06860 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g02920 -	no entry	null
	at_At5g41180 -	no entry	null
	at_At5g60270 -	no entry	null
	at_At5g60610 -	no entry	null
	at_At5g67200 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g33670 -	no entry	null
	at_At1g69990 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At1g53730 -	no entry	null
	at_At2g15300 -	no entry	null
	at_At2g37710 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At3g55550 -	no entry	null
	at_At3g58910 -	no entry	null
	at_At3g24660 -	no entry	null
	at_At3g25670 -	no entry	null
	at_At3g27290 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At4g02410 -	no entry	null
	at_At4g13340 -	no entry	null
	at_At4g13880 -	no entry	null
	at_At4g23840 -	no entry	null
	at_At4g34220 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g06740 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g16000 -	no entry	null
	at_At5g18350 -	no entry	null
	at_At5g36930 -	no entry	null
	at_At5g42120 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g49760 -	no entry	null
	at_At5g51350 -	no entry	null
	at_At5g56800 -	no entry	null
	at_At5g01550 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At1g34210 -	no entry	null
	at_At1g54480 -	no entry	null
	at_At1g60800 -	no entry	null
	at_At1g63730 -	no entry	null
	at_At1g64070 -	no entry	null
	at_At1g68780 -	no entry	null
	at_At1g71440 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g75820 -	no entry	null
	at_At1g80080 -	no entry	null
	at_At1g13910 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At2g02780 -	no entry	null
	at_At2g07040 -	no entry	null
	at_At2g20210 -	no entry	null
	at_At2g20850 -	no entry	null
	at_At2g29220 -	no entry	null
	at_At3g02880 -	no entry	null
	at_At3g08870 -	no entry	null
	at_At3g12610 -	no entry	null
	at_At3g14350 -	no entry	null
	at_At3g14460 -	no entry	null
	at_At3g15410 -	no entry	null
	at_At3g17840 -	no entry	null
	at_At3g19230 -	no entry	null
	at_At3g20190 -	no entry	null
	at_At3g24235 -	no entry	null
	at_At3g25510 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g44410 -	no entry	null
	at_At3g44670 -	no entry	null
	at_At3g45330 -	no entry	null
	at_At3g45410 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g53380 -	no entry	null
	at_At3g58890 -	no entry	null
	at_At3g59750 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At4g08980 -	no entry	null
	at_At4g10420 -	no entry	null
	at_At4g16940 -	no entry	null
	at_At4g18760 -	no entry	null
	at_At4g19510 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g28560 -	no entry	null
	at_At4g29880 -	no entry	null
	at_At4g02420 -	no entry	null
	at_At4g04960 -	no entry	null
	at_At4g30640 -	no entry	null
	at_At5g22720 -	no entry	null
	at_At5g24100 -	no entry	null
	at_At5g44510 -	no entry	null
	at_At5g45230 -	no entry	null
	at_At5g45240 -	no entry	null
	at_At5g47280 -	no entry	null
	at_At5g51560 -	no entry	null
	at_At5g53320 -	no entry	null
	at_At5g55830 -	no entry	null
	at_At5g56570 -	no entry	null
	at_At5g58300 -	no entry	null
	at_At5g59260 -	no entry	null
	at_At5g59270 -	no entry	null
	at_At5g60280 -	no entry	null
	at_At5g60310 -	no entry	null
	at_At5g62710 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At5g65600 -	no entry	null
	at_At5g66890 -	no entry	null
	at_At5g66910 -	no entry	null
	at_At5g01540 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At5g03140 -	no entry	null
	at_At5g48380 -	no entry	null
	at_At5g61480 -	no entry	null


------------------
Rule 4267
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,strongylocentrotus),keyword(_2,coiled_coil) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,hssp),desc(_2,in) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,drosophila),species(_2,drosophila_melanogaster__fruit_fly_) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,methanocaldococcus),species(_2,methanococcus_jannaschii) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,alternative_splicing) = 0
	->  class mips_63_06 "motor protein"

	Evaluation on training data (5270 items):
	at_At1g13180	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At1g14840 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_12
	at_At1g15910 -	mips_13_05	""
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At1g18370	mips_30	"AtNACK1 kinesin-like protein (AtNACK1)"
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g21730	mips_30_04	"kinesin-related protein (MKRP1)"
			mips_40_07
			mips_63_06
	at_At1g03830	mips_63_06	"hypothetical protein"
	at_At1g49870	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At1g50970 -	mips_08_07	"hypothetical protein"
			mips_40_08
	at_At1g52080 -	mips_13_07	"putative protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At1g55830	mips_13	"hypothetical protein"
			mips_13_07
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g64320	mips_13	"bZIP transcription factor, putative"
			mips_13_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_40_27
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At1g66840	mips_63_06	"hypothetical protein"
	at_At1g68060	mips_06_07	"unknown protein"
			mips_13_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_06
	at_At1g68910	mips_40_04	"unknown protein"
			mips_63_06
	at_At1g70750	mips_40_03	"IFA-binding protein"
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g71300 -	mips_08_07	"ARE1-like protein"
			mips_40_08
	at_At1g72250	mips_30_04	"kinesin, putative"
			mips_40_07
			mips_63_06
	at_At1g73430 -	mips_14_01_03	""
			mips_25_05_09
	at_At3g53750	mips_13_05	"actin (ACT3)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g60830	mips_13_05	"actin - like protein"
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At3g60840	mips_03_03	"putative protein"
			mips_03_03_03
			mips_06_07
			mips_06_07_03
			mips_40_04
			mips_63_06
	at_At4g26760	mips_03_03_03	"unknown protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At4g27180	mips_08_22	"kinesin-related protein katB"
			mips_08_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_04
			mips_63_06
	at_At2g01910 -	mips_03_03_03	"unknown protein"
			mips_13_07
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g09950 -	mips_40_04	"pseudogene"
	at_At2g21300	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At2g21380	mips_08	"putative kinesin heavy chain"
			mips_08_22
			mips_08_22_01
			mips_25
			mips_25_05
			mips_25_05_19
			mips_25_05_19_09
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_04
			mips_40_16
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g22610	mips_08_22	"putative kinesin heavy chain"
			mips_08_99
			mips_63_06
	at_At2g30500 -	mips_13	"unknown protein"
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_27
			mips_30_27_01
			mips_35_03_12
			mips_40
			mips_40_27
			mips_40_27_01
			mips_63
			mips_63_07
	at_At2g31970	mips_03_01	"putative RAD50 DNA repair protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03
			mips_03_03_02
			mips_08
			mips_11_01
			mips_13_11
			mips_30_10
			mips_40_04
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At2g36200	mips_08_22	"putative kinesin-related cytokinesis protein"
			mips_63_06
	at_At2g37420	mips_63_06	"putative kinesin heavy chain"
	at_At2g37620	mips_13_05	"actin 3"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At2g38370 -	mips_13_07	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_45_03_12
	at_At2g39300 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At2g42100	mips_13_05	"putative actin"
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At2g46180	mips_13_05	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At3g12020	mips_08_22	"hypothetical protein"
			mips_63_06
	at_At3g16060	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_63_06
	at_At3g18480 -	mips_13_07	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At3g19060	mips_63_06	"hypothetical protein"
	at_At3g23670	mips_06_04	"hypothetical protein"
			mips_30
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g33520	mips_13_05	"actin like protein"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g44730	mips_06_04	"kinesin-like protein heavy chain (KP1)"
			mips_08
			mips_08_99
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_40_16
			mips_63_06
	at_At3g47700 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_09
	at_At4g02350 -	mips_06_04	""
			mips_08
			mips_08_07
			mips_08_16
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
	at_At4g02710 -	mips_13_05	"predicted protein of unknown function"
			mips_25_05_15
			mips_35_03_12
	at_At4g17210 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At4g21270	mips_08_22	"kinesin-related protein katA"
			mips_08_99
			mips_20_25_01
			mips_20_25_01_01
			mips_63_06
	at_At4g31540 -	mips_08_16	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_40_04_03
	at_At4g32160 -	mips_08_07_22	"unknown protein"
	at_At4g38950	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At4g39050	mips_08_22	"kinesin like protein"
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g10470	mips_03_03_02	"putative protein"
			mips_30_04
			mips_63_06
	at_At5g10500	mips_63_06	"putative protein"
	at_At5g27000	mips_08	"kinesin-like heavy chain (KATD)"
			mips_08_22
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_63_06
	at_At5g27330 -	mips_45	"glutamic acid-rich protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g38150 -	mips_40_27	"putative protein"
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g49880	mips_40_03	"mitotic checkpoint protein-like"
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At5g55230 -	mips_02_45	"putative protein"
			mips_03_03_01_01
			mips_03_03_03
			mips_03_03_04
			mips_03_03_04_07
			mips_13_05
			mips_20_25_09
			mips_25_05_15
			mips_30_04_03
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g56180 -	mips_13_05	"putative protein"
			mips_30_04_03
	at_At5g58430 -	mips_08_16	"leucine zipper-containing protein"
			mips_13_03
			mips_13_03_01
			mips_40_04_03
	at_At5g59370	mips_13	"actin 4"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At5g60930	mips_08_22	"microtubule-associated motor - like"
			mips_08_22_01
			mips_63_06
	at_At5g65930	mips_08_99	"kinesin-like calmodulin-binding protein"
			mips_30
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g66310	mips_06	"kinesin heavy chain DNA binding protein-like"
			mips_06_04
			mips_08
			mips_08_22
			mips_30
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g06670	mips_08_22	"kinesin heavy chain-like protein"
			mips_63_06
	at_At5g07660	mips_03_01_05	"SMC-like protein"
			mips_03_01_05_01
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At5g15920	mips_03_01_05_01	"putative protein"
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At5g47820	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At5g54670	mips_08	"heavy chain polypeptide of kinesin-like protein (katC)"
			mips_08_22
			mips_08_99
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g60210	mips_40_04	"putative protein"
			mips_63_06
	Training Accuracy: 49/72 (68.06%)
	Training Frequency class 'mips_63_06': 108/5270 (2.05%)

	Evaluation on validation data (2658 items):
	at_At1g55250	mips_63_06	"unknown protein"
	at_At1g61000 -	mips_25_05_09	"unknown protein"
			mips_30_04_07
			mips_63_07
	at_At1g63640	mips_08_22	"kinesin-like protein"
			mips_08_99
			mips_63_06
	at_At1g08800	mips_63_06	"hypothetical protein"
	at_At1g09170 -	mips_08_99	"putative kinesin"
	at_At1g12150 -	mips_13_05	"hypothetical protein"
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At2g28620	mips_08_22	"putative kinesin-like spindle protein"
			mips_40_04
			mips_63_06
	at_At2g44950	mips_63_06	"unknown protein"
	at_At3g49650	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At2g01750	mips_13_05	"putative myosin heavy chain-like protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At2g34730 -	mips_45	"putative myosin heavy chain"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At3g12110	mips_13_05	"unknown protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g15950	mips_63_06	"unknown protein"
	at_At3g16630	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_30_04_05
			mips_40_04_05
			mips_63_06
	at_At3g18780	mips_13_05	"actin 2"
			mips_30_04_03
			mips_40_04
			mips_63_06
	at_At3g19050 -	mips_08_22	"hypothetical protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_40_04
			mips_40_04_05
	at_At3g27000	mips_13	"actin related protein, putative"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At3g43210	mips_08	"kinesin -like protein"
			mips_08_22
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_16
			mips_63_06
	at_At3g47460 -	mips_03_01	"chromosome assembly protein homolog"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_05
			mips_03_03_04_07
			mips_06_10
			mips_14_01_01
			mips_30_10_03
			mips_48
			mips_67_50_25
	at_At3g10170 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At3g22790 -	mips_03_03_01	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_99
	at_At4g14330	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_63_06
	at_At4g26660	mips_13_05	"putative protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At4g30790	mips_13_05	"putative protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	at_At4g36120	mips_13_05	"myosin-like protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At5g09810	mips_13_05	"ACTIN 2/7 (sp|P53492)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At5g11390 -	mips_40_03	"putative protein"
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g23910	mips_04_09	"unknown protein"
			mips_08_22
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_63_06
	at_At5g26770 -	mips_14_01	"putative protein"
			mips_25_05_09
			mips_30_04
			mips_30_04_07
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04
			mips_40_04_07
			mips_63_07
	at_At5g27550	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g49830 -	mips_40_04_03	"putative protein"
	at_At5g61460 -	mips_03_01	"MIM protein"
			mips_03_01_05
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g02370	mips_63_06	"kinesin -like protein"
	Validation Accuracy: 21/33 (63.64%)
	Validation Frequency class 'mips_63_06': 59/2658 (2.22%)

	Evaluation on propertest data (4472 items):
	at_At1g18410	mips_08_99	"kinesin-related protein, putative"
			mips_30_04
			mips_63_06
	at_At1g20060	mips_63_06	"hypothetical protein"
	at_At1g21810	mips_63_06	"myosin-like protein"
	at_At1g47900	mips_63_06	"mysoin-like protein"
	at_At1g49240	mips_13	"actin 11 like protein"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At1g55550	mips_08_22	""
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_63_06
	at_At1g58210	mips_63_06	"hypothetical protein"
	at_At1g59540	mips_63_06	"zcf125 kinesin-like protein"
	at_At1g09720	mips_63_06	"hypothetical protein"
	at_At1g12430	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At1g01950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At1g47560 -	mips_29_03	"hypothetical protein"
	at_At2g19950	mips_63_06	"hypothetical protein"
	at_At2g27170 -	mips_03_01_01	"putative chromosome associated protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_30_10_03
			mips_67_50_25
	at_At2g37080 -	mips_14_01	"putative myosin heavy chain"
	at_At2g47500	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_63_06
	at_At2g32900 -	mips_03_03	"AtZW10"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_03
			mips_03_03_02
			mips_03_03_02_01
			mips_03_03_02_03
			mips_03_03_04
			mips_03_03_04_01
			mips_03_03_04_05
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_03_03_05_99
			mips_40_10_03
	at_At2g38720	mips_03_03_03	"hypothetical protein"
			mips_13_05
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_06
			mips_63_07
	at_At2g42090	mips_13_05	"putative actin"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g07270 -	mips_01_01_01_11	"GTP cyclohydrolase I"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_01_10_05_07
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_07_01
			mips_13_03
			mips_13_03_01
	at_At3g10180	mips_08_22	"putative kinesin-like centromere protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At3g10310	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At3g15920	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_63_06
	at_At3g19370	mips_63_06	"unknown protein"
	at_At3g20150	mips_63_06	"kinesin-like protein"
	at_At3g44050	mips_63_06	"kinesin -like protein"
	at_At3g45850	mips_08_22	"kinesin-related protein - like"
			mips_63_06
	at_At3g46520	mips_13_05	"actin 12"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g50240	mips_08_22	"kinesin-related protein (kicp-02)"
			mips_63_06
	at_At3g51150	mips_30_04	"putative protein"
			mips_40_04
			mips_40_16
			mips_63_06
	at_At3g54630 -	mips_13_05	"putative protein"
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At3g54670 -	mips_03_03_01	"structural maintenance of chromosomes (SMC) - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_05
			mips_03_03_04_07
			mips_30_10_03
			mips_67_50_25
	at_At3g54870	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At3g56480	mips_03_03_01	"putative protein"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_06
	at_At3g63480	mips_08_22	"kinesin heavy chain - like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At4g14150	mips_30_04	"kinesin like protein"
			mips_40_04
			mips_63_06
	at_At4g14760	mips_03	"centromere protein homolog"
			mips_03_03
			mips_03_03_01
			mips_03_99
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At4g15090 -	mips_29_02	"hypothetical protein"
	at_At4g31570 -	mips_30_05	"putative protein"
			mips_40_05
	at_At5g05180 -	mips_45_03_12	"unknown protein"
	at_At5g27950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g42490	mips_08_22	"kinesin heavy chain-like protein"
			mips_08_22_01
			mips_63_06
	at_At5g43500	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
	at_At5g55520	mips_40_04	"putative protein"
			mips_63_06
	at_At5g65460	mips_03	"putative protein"
			mips_03_03
			mips_03_03_02
			mips_08
			mips_08_99
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g41310	mips_08_99	"kinesin-like protein"
			mips_63_06
	at_At5g62250 -	mips_01_04	"cytokinesis regulating protein - like"
			mips_03
			mips_03_03
			mips_03_03_03
			mips_06_07
			mips_10_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_19
	Propertest Accuracy: 36/47 (76.60%)
	Propertest Frequency class 'mips_63_06': 104/4472 (2.33%)

	New (unknown) data (2658 items):
	at_At1g31780 -	no entry	null
	at_At1g50500 -	no entry	null
	at_At1g52410 -	no entry	null
	at_At1g73860 -	no entry	null
	at_At2g06140 -	no entry	null
	at_At3g18160 -	no entry	null
	at_At3g23910 -	no entry	null
	at_At3g55060 -	no entry	null
	at_At4g01180 -	no entry	null
	at_At4g02880 -	no entry	null
	at_At4g05190 -	no entry	null
	at_At5g48390 -	no entry	null
	at_At5g16720 -	no entry	null
	at_At5g23490 -	no entry	null
	at_At4g24170 -	no entry	null
	at_At5g13560 -	no entry	null
	at_At5g14990 -	no entry	null
	at_At5g38880 -	no entry	null
	at_At5g53020 -	no entry	null
	at_At5g59390 -	no entry	null
	at_At2g25320 -	no entry	null
	at_At2g31240 -	no entry	null
	at_At2g42370 -	no entry	null
	at_At2g14680 -	no entry	null
	at_At3g06530 -	no entry	null
	at_At3g13870 -	no entry	null
	at_At3g46220 -	no entry	null
	at_At3g61570 -	no entry	null
	at_At4g17220 -	no entry	null
	at_At4g23530 -	no entry	null
	at_At5g25070 -	no entry	null
	at_At5g41780 -	no entry	null


------------------
Rule 5196
	eval(_1,_2,4.0e-3-0.1),classification(_2,urochordata) = 0
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,neoteleostei) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,euteleostei) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,cetartiodactyla),desc(_2,alpha) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,bos),keyword(_2,glycoprotein) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,firmicutes),keyword(_2,atp_binding) = 0
	eval(_1,_2,4.0e-3-0.1),mol_wt(_2,54204.0-74022.0),keyword(_2,gtp_binding) = 0
	eval(_1,_2,4.0e-3-0.1),sq_len(_2,485.0-667.0),classification(_2,canis) = 0
	eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,atp_binding),db_ref(_2,tigrfams) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,metazoa),db_ref(_2,smart) = 1
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),keyword(_2,hypothetical_protein) = 1
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),classification(_2,mammalia) = 1
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,nuclear_protein),db_ref(_2,mgd) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,38820.0-54204.0),desc(_2,precursor) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),classification(_2,arabidopsis) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,1005.0-6487.0),classification(_2,cetartiodactyla) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),db_ref(_2,prints) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),classification(_2,schizosaccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),classification(_2,firmicutes) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),desc(_2,alpha) = 1
	->  class mips_40_04 "cytoskeleton"

	Evaluation on training data (5270 items):
	at_At1g02970	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g32320	mips_03	"MAP kinase, putative"
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_13
			mips_13_11
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g54510	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g60940	mips_01_04	"putative serine/threonine-protein kinase"
			mips_04_09
			mips_06_07
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g76540 -	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g78290	mips_03_03_01_02	"protein kinase 1 like protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g26890	mips_01_04	"putative NPK1-related protein kinase"
			mips_06_07
			mips_13_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
	at_At4g33950 -	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_At2g05060	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At1g08650	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g32850	mips_04_09	"serine/threonine protein kinase like protein"
			mips_06_07_03
			mips_13_07
			mips_25_05_25
			mips_40_04_03
	at_At2g37840	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g38490	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_05
			mips_05_04
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At2g40500	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g40560	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40870	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41930	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g45490	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At1g10940	mips_01_04	"Ser/Thr kinase"
			mips_04_09
			mips_06_07
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At3g12200	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g20830	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g21220	mips_03_03_01_02	"MAP kinase kinase 5"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g22750	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g25250 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g44610	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g46140	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g50500	mips_04_09	"protein kinase SPK-2"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At4g08800	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g14580 -	mips_01_04	"CBL-interacting protein kinase 4 (CIPK4)"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
	at_At4g24400	mips_04_09	"serine/threonine kinase-like protein"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_25
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_04_03
	at_At4g28540	mips_01	"protein kinase ADK1-like protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g28860	mips_04_09	"protein kinase - like protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g32250	mips_04_09	"putative protein"
			mips_25_05_25
			mips_40_04_03
	at_At5g18700 -	mips_01_04	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_07
			mips_30_04
			mips_30_04_05
	at_At5g35410	mips_04_09	"serine/threonine protein kinase SOS2 (gb|AAF62923.1)"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g55560	mips_04_09	"putative protein"
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g08160	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g67080	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 35/41 (85.37%)
	Training Frequency class 'mips_40_04': 192/5270 (3.64%)

	Evaluation on validation data (2658 items):
	at_At1g03920 -	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	at_At1g68830 -	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At1g73690 -	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g25760	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g25880	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g26980	mips_04_09	"CBL-interacting protein kinase 3 (CIPK3)"
			mips_40_04_03
	at_At2g30980 -	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g36570 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g40580 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g24720	mips_01	"protein kinase, putative"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_13
			mips_25_05_25
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_98
	at_At3g48750 -	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g08730 -	mips_63_17_01	"putative ribosomal-protein S6 kinase (ATPK6)"
	at_At4g13000 -	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g26070	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26100 -	mips_01_04	"Col-0 casein kinase I like protein"
	at_At4g26610 -	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_At4g29810 -	mips_01_02	"MAP kinase kinase 2"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g09890 -	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	at_At5g44100 -	mips_01_04	"casein kinase I"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
	at_At5g50180 -	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At5g56580 -	mips_01_02	"protein kinase MEK1 homolog"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_35
			mips_35_03
			mips_35_03_05
			mips_35_03_05_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
	at_At5g66850	mips_01_02	"MAP protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g01820 -	mips_25_05_10	"putative protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	Validation Accuracy: 7/24 (29.17%)
	Validation Frequency class 'mips_40_04': 93/2658 (3.50%)

	Evaluation on propertest data (4472 items):
	at_At1g20930 -	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g04210 -	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g51660	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g72710 -	mips_01_04	"putative casein kinase I"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_63_17
			mips_63_17_01
			mips_63_19_03
	at_At1g73500	mips_03_03_01_02	"unknown protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_25_05_25
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g13350 -	mips_03_03_01_01	"Unknown protein"
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g50230	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g23030	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g30040 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g34180 -	mips_06_07_03	"putative protein kinase"
	at_At2g34290	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g38620 -	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g05840 -	mips_14_01_03	"shaggy related protein kinase, ASK-GAMMA"
			mips_25_05_07
	at_At3g06230	mips_01_04	"putative MAP kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g27560 -	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g45670	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_40_04_05
	at_At3g45790	mips_04_09	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At3g50310 -	mips_01_04	"protein kinase -like protein"
			mips_14_10
			mips_14_10_02
	at_At3g51630 -	mips_01_05_04	"MAP kinase like protein"
	at_At3g54180 -	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g10730 -	mips_10_01_09	"putative protein kinase"
			mips_10_01_09_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g28880 -	mips_01	"protein kinase like protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63
			mips_63_19
	at_At4g32660 -	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g32830	mips_04_09	"putative serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g40010	mips_01_04	"putative serine/threonine protein kinase"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g08590 -	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g26751 -	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g27790 -	mips_01_04	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_30_04_05
	at_At5g39390 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g39420 -	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g41990 -	mips_01_05_04	"MAP kinase"
			mips_06_07_03
			mips_13_07
	Propertest Accuracy: 10/32 (31.25%)
	Propertest Frequency class 'mips_40_04': 151/4472 (3.38%)

	New (unknown) data (2658 items):
	at_At1g66920 -	no entry	null
	at_At1g70110 -	no entry	null
	at_At3g23000 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At3g20860 -	no entry	null
	at_At3g45420 -	no entry	null
	at_At3g59730 -	no entry	null
	at_At4g23140 -	no entry	null
	at_At4g29050 -	no entry	null
	at_At4g30960 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g27510 -	no entry	null
	at_At5g01810 -	no entry	null
	at_At2g11530 -	no entry	null
	at_At3g55550 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At5g45820 -	no entry	null
	at_At5g54590 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g01140 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At3g17840 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At5g04510 -	no entry	null
	at_At4g04700 -	no entry	null


------------------
Rule 4228
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,bos_taurus__bovine_),keyword(_2,rna_binding) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,strongylocentrotus),keyword(_2,coiled_coil) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,hssp),desc(_2,in) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,drosophila),species(_2,drosophila_melanogaster__fruit_fly_) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,methanocaldococcus),species(_2,methanococcus_jannaschii) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,alternative_splicing) = 0
	->  class mips_40_04 "cytoskeleton"

	Evaluation on training data (5270 items):
	at_At1g13180 -	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At1g14840 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_12
	at_At1g15910 -	mips_13_05	""
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At1g18370	mips_30	"AtNACK1 kinesin-like protein (AtNACK1)"
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g21730 -	mips_30_04	"kinesin-related protein (MKRP1)"
			mips_40_07
			mips_63_06
	at_At1g03830 -	mips_63_06	"hypothetical protein"
	at_At1g49870 -	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At1g52080 -	mips_13_07	"putative protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At1g55830	mips_13	"hypothetical protein"
			mips_13_07
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g64320	mips_13	"bZIP transcription factor, putative"
			mips_13_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_40_27
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At1g66840 -	mips_63_06	"hypothetical protein"
	at_At1g68060	mips_06_07	"unknown protein"
			mips_13_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_06
	at_At1g68910	mips_40_04	"unknown protein"
			mips_63_06
	at_At1g70750	mips_40_03	"IFA-binding protein"
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g71300 -	mips_08_07	"ARE1-like protein"
			mips_40_08
	at_At1g72250 -	mips_30_04	"kinesin, putative"
			mips_40_07
			mips_63_06
	at_At1g73430 -	mips_14_01_03	""
			mips_25_05_09
	at_At3g53750 -	mips_13_05	"actin (ACT3)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g60830	mips_13_05	"actin - like protein"
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At3g60840	mips_03_03	"putative protein"
			mips_03_03_03
			mips_06_07
			mips_06_07_03
			mips_40_04
			mips_63_06
	at_At4g26760 -	mips_03_03_03	"unknown protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At4g27180 -	mips_08_22	"kinesin-related protein katB"
			mips_08_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_04
			mips_63_06
	at_At2g01910 -	mips_03_03_03	"unknown protein"
			mips_13_07
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g09950	mips_40_04	"pseudogene"
	at_At2g21300 -	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At2g21380	mips_08	"putative kinesin heavy chain"
			mips_08_22
			mips_08_22_01
			mips_25
			mips_25_05
			mips_25_05_19
			mips_25_05_19_09
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_04
			mips_40_16
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g22610 -	mips_08_22	"putative kinesin heavy chain"
			mips_08_99
			mips_63_06
	at_At2g30500 -	mips_13	"unknown protein"
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_27
			mips_30_27_01
			mips_35_03_12
			mips_40
			mips_40_27
			mips_40_27_01
			mips_63
			mips_63_07
	at_At2g36200 -	mips_08_22	"putative kinesin-related cytokinesis protein"
			mips_63_06
	at_At2g37420 -	mips_63_06	"putative kinesin heavy chain"
	at_At2g37620 -	mips_13_05	"actin 3"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At2g38370 -	mips_13_07	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_45_03_12
	at_At2g39300 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At2g42100	mips_13_05	"putative actin"
			mips_30_04_03
			mips_40_04
			mips_63_06
			mips_63_07
	at_At2g46180 -	mips_13_05	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At3g12020 -	mips_08_22	"hypothetical protein"
			mips_63_06
	at_At3g16060	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_63_06
	at_At3g18480 -	mips_13_07	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At3g19060 -	mips_63_06	"hypothetical protein"
	at_At3g23670	mips_06_04	"hypothetical protein"
			mips_30
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g33520 -	mips_13_05	"actin like protein"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g44730	mips_06_04	"kinesin-like protein heavy chain (KP1)"
			mips_08
			mips_08_99
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_40_16
			mips_63_06
	at_At3g47700 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_09
	at_At4g02350	mips_06_04	""
			mips_08
			mips_08_07
			mips_08_16
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
	at_At4g02710 -	mips_13_05	"predicted protein of unknown function"
			mips_25_05_15
			mips_35_03_12
	at_At4g17210 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At4g21270 -	mips_08_22	"kinesin-related protein katA"
			mips_08_99
			mips_20_25_01
			mips_20_25_01_01
			mips_63_06
	at_At4g31540	mips_08_16	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_40_04_03
	at_At4g32160 -	mips_08_07_22	"unknown protein"
	at_At4g38950 -	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At4g39050	mips_08_22	"kinesin like protein"
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g10470 -	mips_03_03_02	"putative protein"
			mips_30_04
			mips_63_06
	at_At5g10500 -	mips_63_06	"putative protein"
	at_At5g27000	mips_08	"kinesin-like heavy chain (KATD)"
			mips_08_22
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_63_06
	at_At5g27330 -	mips_45	"glutamic acid-rich protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g38150 -	mips_40_27	"putative protein"
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g49880	mips_40_03	"mitotic checkpoint protein-like"
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At5g55230	mips_02_45	"putative protein"
			mips_03_03_01_01
			mips_03_03_03
			mips_03_03_04
			mips_03_03_04_07
			mips_13_05
			mips_20_25_09
			mips_25_05_15
			mips_30_04_03
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g56180 -	mips_13_05	"putative protein"
			mips_30_04_03
	at_At5g58430	mips_08_16	"leucine zipper-containing protein"
			mips_13_03
			mips_13_03_01
			mips_40_04_03
	at_At5g59370	mips_13	"actin 4"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At5g60930 -	mips_08_22	"microtubule-associated motor - like"
			mips_08_22_01
			mips_63_06
	at_At5g65930	mips_08_99	"kinesin-like calmodulin-binding protein"
			mips_30
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g66310	mips_06	"kinesin heavy chain DNA binding protein-like"
			mips_06_04
			mips_08
			mips_08_22
			mips_30
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g06670 -	mips_08_22	"kinesin heavy chain-like protein"
			mips_63_06
	at_At5g07660 -	mips_03_01_05	"SMC-like protein"
			mips_03_01_05_01
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At5g47820 -	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At5g54670	mips_08	"heavy chain polypeptide of kinesin-like protein (katC)"
			mips_08_22
			mips_08_99
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g60210	mips_40_04	"putative protein"
			mips_63_06
	Training Accuracy: 26/69 (37.68%)
	Training Frequency class 'mips_40_04': 192/5270 (3.64%)

	Evaluation on validation data (2658 items):
	at_At1g55250 -	mips_63_06	"unknown protein"
	at_At1g61000 -	mips_25_05_09	"unknown protein"
			mips_30_04_07
			mips_63_07
	at_At1g63640 -	mips_08_22	"kinesin-like protein"
			mips_08_99
			mips_63_06
	at_At1g08800 -	mips_63_06	"hypothetical protein"
	at_At1g12150 -	mips_13_05	"hypothetical protein"
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At2g44950 -	mips_63_06	"unknown protein"
	at_At3g49650 -	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At2g01750 -	mips_13_05	"putative myosin heavy chain-like protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At2g34730 -	mips_45	"putative myosin heavy chain"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At3g12110 -	mips_13_05	"unknown protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g15950 -	mips_63_06	"unknown protein"
	at_At3g16630	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_30_04_05
			mips_40_04_05
			mips_63_06
	at_At3g18780	mips_13_05	"actin 2"
			mips_30_04_03
			mips_40_04
			mips_63_06
	at_At3g19050	mips_08_22	"hypothetical protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_40_04
			mips_40_04_05
	at_At3g27000	mips_13	"actin related protein, putative"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At3g43210	mips_08	"kinesin -like protein"
			mips_08_22
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_16
			mips_63_06
	at_At3g10170 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At3g22790 -	mips_03_03_01	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_99
	at_At4g14330 -	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_63_06
	at_At4g26660 -	mips_13_05	"putative protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At4g30790 -	mips_13_05	"putative protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	at_At5g09810 -	mips_13_05	"ACTIN 2/7 (sp|P53492)"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At5g11390	mips_40_03	"putative protein"
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g23910 -	mips_04_09	"unknown protein"
			mips_08_22
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_63_06
	at_At5g26770	mips_14_01	"putative protein"
			mips_25_05_09
			mips_30_04
			mips_30_04_07
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04
			mips_40_04_07
			mips_63_07
	at_At5g27550 -	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g49830	mips_40_04_03	"putative protein"
	at_At5g61460	mips_03_01	"MIM protein"
			mips_03_01_05
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g02370 -	mips_63_06	"kinesin -like protein"
	Validation Accuracy: 9/29 (31.03%)
	Validation Frequency class 'mips_40_04': 93/2658 (3.50%)

	Evaluation on propertest data (4472 items):
	at_At1g18410 -	mips_08_99	"kinesin-related protein, putative"
			mips_30_04
			mips_63_06
	at_At1g20060 -	mips_63_06	"hypothetical protein"
	at_At1g21810 -	mips_63_06	"myosin-like protein"
	at_At1g49240	mips_13	"actin 11 like protein"
			mips_13_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_03
			mips_40
			mips_40_04
			mips_63
			mips_63_06
			mips_63_07
	at_At1g55550 -	mips_08_22	""
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_63_06
	at_At1g58210 -	mips_63_06	"hypothetical protein"
	at_At1g59540 -	mips_63_06	"zcf125 kinesin-like protein"
	at_At1g09720 -	mips_63_06	"hypothetical protein"
	at_At1g12430 -	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At1g01950 -	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At1g47560 -	mips_29_03	"hypothetical protein"
	at_At2g19950 -	mips_63_06	"hypothetical protein"
	at_At2g27170 -	mips_03_01_01	"putative chromosome associated protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_30_10_03
			mips_67_50_25
	at_At2g37080 -	mips_14_01	"putative myosin heavy chain"
	at_At2g47500	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_63_06
	at_At2g32900 -	mips_03_03	"AtZW10"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_03
			mips_03_03_02
			mips_03_03_02_01
			mips_03_03_02_03
			mips_03_03_04
			mips_03_03_04_01
			mips_03_03_04_05
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_03_03_05_99
			mips_40_10_03
	at_At2g38720 -	mips_03_03_03	"hypothetical protein"
			mips_13_05
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_06
			mips_63_07
	at_At2g42090 -	mips_13_05	"putative actin"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g07270 -	mips_01_01_01_11	"GTP cyclohydrolase I"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_01_10_05_07
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_07_01
			mips_13_03
			mips_13_03_01
	at_At3g10180 -	mips_08_22	"putative kinesin-like centromere protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At3g10310 -	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At3g15920 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_63_06
	at_At3g20150 -	mips_63_06	"kinesin-like protein"
	at_At3g44050 -	mips_63_06	"kinesin -like protein"
	at_At3g45850 -	mips_08_22	"kinesin-related protein - like"
			mips_63_06
	at_At3g46520 -	mips_13_05	"actin 12"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g50240 -	mips_08_22	"kinesin-related protein (kicp-02)"
			mips_63_06
	at_At3g51150	mips_30_04	"putative protein"
			mips_40_04
			mips_40_16
			mips_63_06
	at_At3g54630 -	mips_13_05	"putative protein"
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At3g54670 -	mips_03_03_01	"structural maintenance of chromosomes (SMC) - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_05
			mips_03_03_04_07
			mips_30_10_03
			mips_67_50_25
	at_At3g54870 -	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At3g56480 -	mips_03_03_01	"putative protein"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_06
	at_At3g63480 -	mips_08_22	"kinesin heavy chain - like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At4g14150	mips_30_04	"kinesin like protein"
			mips_40_04
			mips_63_06
	at_At4g14760	mips_03	"centromere protein homolog"
			mips_03_03
			mips_03_03_01
			mips_03_99
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At4g15090 -	mips_29_02	"hypothetical protein"
	at_At4g31570 -	mips_30_05	"putative protein"
			mips_40_05
	at_At5g05180 -	mips_45_03_12	"unknown protein"
	at_At5g27950 -	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g42490 -	mips_08_22	"kinesin heavy chain-like protein"
			mips_08_22_01
			mips_63_06
	at_At5g43500 -	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
	at_At5g55520	mips_40_04	"putative protein"
			mips_63_06
	at_At5g65460	mips_03	"putative protein"
			mips_03_03
			mips_03_03_02
			mips_08
			mips_08_99
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g41310 -	mips_08_99	"kinesin-like protein"
			mips_63_06
	at_At5g62250	mips_01_04	"cytokinesis regulating protein - like"
			mips_03
			mips_03_03
			mips_03_03_03
			mips_06_07
			mips_10_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_19
	Propertest Accuracy: 8/45 (17.78%)
	Propertest Frequency class 'mips_40_04': 151/4472 (3.38%)

	New (unknown) data (2658 items):
	at_At1g31780 -	no entry	null
	at_At1g50500 -	no entry	null
	at_At1g52410 -	no entry	null
	at_At1g73860 -	no entry	null
	at_At2g06140 -	no entry	null
	at_At3g18160 -	no entry	null
	at_At3g23910 -	no entry	null
	at_At3g55060 -	no entry	null
	at_At4g01180 -	no entry	null
	at_At4g02880 -	no entry	null
	at_At4g05190 -	no entry	null
	at_At5g48390 -	no entry	null
	at_At5g16720 -	no entry	null
	at_At5g23490 -	no entry	null
	at_At4g24170 -	no entry	null
	at_At5g13560 -	no entry	null
	at_At5g14990 -	no entry	null
	at_At5g38880 -	no entry	null
	at_At5g59390 -	no entry	null
	at_At2g25320 -	no entry	null
	at_At2g31240 -	no entry	null
	at_At2g42370 -	no entry	null
	at_At2g14680 -	no entry	null
	at_At3g06530 -	no entry	null
	at_At3g46220 -	no entry	null
	at_At3g61570 -	no entry	null
	at_At4g17220 -	no entry	null
	at_At4g23530 -	no entry	null
	at_At5g25070 -	no entry	null
	at_At5g41780 -	no entry	null


------------------
Rule 6697
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,pseudomonadales),keyword(_2,hypothetical_protein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,lactococcus),keyword(_2,complete_proteome) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,aquifex),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,methanocaldococcus) = 1
	->  class mips_67_50 "transport mechanism"

	Evaluation on training data (5270 items):
	at_At1g17840	mips_01_07	"putative ABC transporter (At1g17840)"
			mips_67_10
			mips_67_28
			mips_67_50_25
	at_At1g02530	mips_67_28	"hypothetical protein"
			mips_67_50
			mips_67_50_25
	at_At1g28010	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g30400	mips_67_50_25	"AtMRP1"
	at_At1g51460	mips_01_06_13	"ATP-dependent transmembrane transporter, putative"
			mips_01_07_01
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At1g53390	mips_01_06_13	"putative ABC transporter gb|AAD31586.1"
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At1g63270	mips_63_19_03	"hypothetical protein"
			mips_67_50
			mips_67_50_25
	at_At1g65410	mips_08_04	"ABC transporter like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At1g67940	mips_30_25	"ABC transporter like protein"
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At1g70610	mips_67_50	"transporter associated with antigen processing-like protein (TAP1)"
			mips_67_50_25
	at_At1g71330	mips_67_50	"putative ABC transporter"
			mips_67_50_25
	at_At3g54540	mips_05_07	"ABC transporter - like protein"
			mips_08_16
			mips_08_16_03
			mips_67_50_25
	at_At2g13610	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g28070	mips_01	"putative ABC transporter"
			mips_01_06
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g29940	mips_01_06_13	"putative ABC transporter"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g39480	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	at_At1g10680	mips_67_28	"putative P-glycoprotein-2 emb|CAA71277"
			mips_67_50
			mips_67_50_25
	at_At3g13080	mips_67_50_25	"ABC transporter, putative"
	at_At3g13220	mips_01_06_13	"ABC transporter"
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g13640	mips_01_03	"RNase L inhibitor, putative"
			mips_02
			mips_01_03_16
			mips_01_03_16_01
			mips_02_11
			mips_04_05
			mips_04_05_05
			mips_08
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_19
			mips_67
			mips_67_15
			mips_67_50
			mips_67_50_25
	at_At3g21250	mips_40	"unknown protein"
			mips_63
			mips_63_19
			mips_67
			mips_67_50_25
	at_At3g28345	mips_67_50	"P-glycoprotein, putative, 3'partial"
			mips_67_50_25
	at_At3g28390	mips_67_28	"P-glycoprotein, putative"
			mips_67_50
			mips_67_50_25
	at_At3g28860	mips_14_04	"P-glycoprotein, putative"
			mips_63_19
			mips_67
			mips_67_50_25
	at_At3g47730	mips_67_50	"ABC-type transport protein-like protein"
			mips_67_50_25
	at_At3g47740	mips_67_50	"ABC-type transport protein-like protein"
			mips_67_50_25
	at_At3g47750	mips_67_50_25	"ABC-type transport protein-like protein"
	at_At3g47770	mips_05_01	"ABC-type transport protein-like protein"
			mips_05_01_01
			mips_67
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At3g47790	mips_01_06	"ABC-type transport protein-like protein"
			mips_67_04
			mips_67_13
			mips_67_50_25
	at_At3g53480	mips_01_06_13	"ABC transporter - like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g55090	mips_01_06_13	"ABC transporter - like protein"
			mips_01_07_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At3g55130	mips_01_06	"ABC transporter - like protein"
			mips_01_06_13
			mips_08
			mips_11
			mips_11_07
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At3g60160	mips_67_50_25	"multi resistance protein homolog"
	at_At3g62150	mips_01_06	"P-glycoprotein-like proetin"
			mips_08
			mips_40_02
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At4g01820	mips_67_28	"P-glycoprotein-like protein pgp3"
			mips_67_50
			mips_67_50_25
	at_At4g25450	mips_67_50	"putative protein"
			mips_67_50_25
	at_At4g27420	mips_01_06	"putative protein"
			mips_01_06_13
			mips_01_07
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At4g28620	mips_30_25	"ABC transporter - like protein"
			mips_67_50_25
	at_At4g28630	mips_30_25	"half-molecule ABC transporter ATM1"
			mips_67_50_25
	at_At4g33460	mips_08	"putative protein"
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At5g13580	mips_01_06_13	"ABC transporter-like protein"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g44110	mips_08_16	"NBD-like protein (gb|AAD20643.1)"
			mips_08_19
			mips_11_01_03
			mips_11_05_05
			mips_11_05_05_01
			mips_11_99
			mips_40_30
			mips_63_19_03
			mips_67_07
			mips_67_50_25
	at_At5g52860	mips_01_06_13	"ABC transporter-like protein"
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At5g58270	mips_30_25	"ABC transporter-like protein"
			mips_67_50_25
	at_At5g61690	mips_67_13	"ABC transport protein - like"
			mips_67_50_25
	at_At5g61730	mips_67_50	"ABC transport protein - like"
			mips_67_50_25
	at_At5g06530	mips_01_07_01	"ABC transporter like protein"
			mips_63_19_03
			mips_67_10
			mips_67_28
			mips_67_50
			mips_67_50_25
	at_At5g60740	mips_40	"xABC transporter - like protein"
			mips_63_19
			mips_67
			mips_67_10
			mips_67_50_25
	at_At5g60790	mips_08_16	"ABC transporter homolog PnATH - like"
			mips_08_16_03
			mips_67_50
			mips_67_50_25
	at_At4g04300 -	mips_67_07	"hypothetical protein"
	Training Accuracy: 49/50 (98.00%)
	Training Frequency class 'mips_67_50': 197/5270 (3.74%)

	Evaluation on validation data (2658 items):
	at_At1g02520	mips_67_28	"P-glycoprotein, putative"
			mips_67_50_25
	at_At1g51500	mips_01_06_13	"ATP-dependent transmembrane transporter, putative"
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At1g59870	mips_01_06_13	"putative ABC transporter (At1g59870)"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g64550	mips_05_07	"ABC transporter protein, putative"
			mips_08_16
			mips_08_16_03
			mips_67_50_25
	at_At2g26910	mips_01_06_13	"putative ABC transporter"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g34660	mips_67_50	"MRP-like ABC transporter"
			mips_67_50_25
	at_At2g37360	mips_01_06_13	"putative ABC transporter"
			mips_01_07
			mips_01_07_01
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50_25
	at_At2g39350	mips_01_07_01	"putative ABC transporter"
			mips_67_10
			mips_67_50_25
	at_At2g41700	mips_08	"ATP-binding cassette transporter ABCA1"
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At3g55100	mips_01_06	"ABC transporter - like protein"
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_08
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At3g59140	mips_67_50_25	"ABC transporter-like protein"
	at_At3g60970	mips_08	"ABC transporter-like protein"
			mips_40_02
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At3g62700	mips_67_50_25	"ABC transporter-like protein"
	at_At3g13090	mips_67_50_25	"ABC transporter like protein"
	at_At3g13100	mips_67_50	"ABC transporter, putative"
			mips_67_50_25
	at_At3g28380	mips_67_50	"P-glycoprotein, putative"
			mips_67_50_25
	at_At3g10670	mips_63_19_03	"ABC transporter like ATPase"
			mips_67_50
			mips_67_50_25
	at_At4g30300	mips_63_19_03	"RNase L inhibitor-like protein"
			mips_67_50
			mips_67_50_25
	at_At5g09930	mips_03_01	"ABC transporter, ATP-binding protein-like"
			mips_03_01_05
			mips_03_01_05_01
			mips_08
			mips_08_16
			mips_08_16_03
			mips_40_16
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At5g19410	mips_01_06	"membrane transporter - like protein"
			mips_01_06_13
			mips_08
			mips_40_02
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At5g61740	mips_05_01	"ABC family transporter - like protein"
			mips_05_01_01
			mips_40_07
			mips_67_04
			mips_67_13
			mips_67_50
			mips_67_50_25
	Validation Accuracy: 21/21 (100.00%)
	Validation Frequency class 'mips_67_50': 91/2658 (3.42%)

	Evaluation on propertest data (4472 items):
	at_At1g27940	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g30410	mips_08	"hypothetical protein"
			mips_40_02
			mips_67_50
			mips_67_50_25
	at_At1g30420	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g31770	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_08
			mips_40_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At1g32060 -	mips_01_03_04	"unknown protein"
			mips_01_03_04_03
			mips_01_04_01
			mips_63_19_05
			mips_63_19_99
	at_At1g04120	mips_67_50_25	"multi-drug resistance protein"
	at_At1g53270	mips_01_06_13	"putative ABC transporter emb|AAD22683.1"
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At1g54350	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g66950	mips_01_06_13	"ABC transporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g71960	mips_01_07_01	"putative ABC transporter"
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At2g07680	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	at_At2g36380	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g36910	mips_01	"putative ABC transporter"
			mips_01_06
			mips_06
			mips_06_13
			mips_14_04
			mips_25_05
			mips_40
			mips_63_19
			mips_67
			mips_67_50_25
	at_At2g37010	mips_01	"putative ABC transporter"
			mips_01_06
			mips_01_06_13
			mips_08
			mips_11
			mips_11_07
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g37280	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_11
			mips_11_07
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g47800	mips_67_50	"MRP-like ABC transporter"
			mips_67_50_25
	at_At2g01320	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_01_07
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g47000	mips_67_28	"putative ABC transporter"
			mips_67_50_25
	at_At3g06200 -	mips_13_03	"putative guanylate kinase"
			mips_13_03_01
			mips_13_07
			mips_14_01_03
	at_At3g16340	mips_01_06_13	"putative ABC transporter"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g21090	mips_01_06_13	"ABC transporter, putative"
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g25620	mips_01_06	"membrane transporter, putative"
			mips_01_06_13
			mips_01_07
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g28344	mips_67_50	"P-glycoprotein, 5' partial"
			mips_67_50_25
	at_At3g28360	mips_67_50_25	"P-glycoprotein like protein"
	at_At3g47760	mips_08	"ABC-type transport protein-like protein"
			mips_40
			mips_40_16
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At3g52310	mips_01_07_01	"ABC transporter-like protein"
			mips_67_10
			mips_67_28
			mips_67_50
			mips_67_50_25
	at_At3g53510	mips_01_06_13	"ABC transporter -like protein"
			mips_01_07
			mips_01_07_01
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g55110	mips_01_06_13	"ABC transporter - like protein"
			mips_01_07
			mips_01_07_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50_25
	at_At3g55320	mips_67_28	"P-glycoprotein - like"
			mips_67_50_25
	at_At4g15220	mips_08	"ABC transporter homolog"
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At4g15230	mips_01_07	"ABC transporter like protein"
			mips_01_07_01
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At4g18050	mips_01_06	"multidrug resistance protein/P-glycoprotein - like"
			mips_06_13
			mips_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_02
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At4g19210	mips_01_03	"RNase L inhibitor-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_02_11
			mips_04_05_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_67_15
			mips_67_50
			mips_67_50_25
	at_At4g25750	mips_01_06_13	"putative membrane transporter"
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At4g25960	mips_67_28	"P-glycoprotein-2 (pgp2)"
			mips_67_50
			mips_67_50_25
	at_At4g39850	mips_01	"peroxisomal ABC transporter (PED3)"
			mips_01_06
			mips_08
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At4g01830	mips_67_28	"putative P-glycoprotein-like protein"
			mips_67_50_25
	at_At5g39040	mips_67_50_25	"transporter associated with antigen processing-like protein (TAP2)"
	at_At5g46540	mips_67_28	"multidrug resistance p-glycoprotein"
			mips_67_50_25
	at_At5g64840	mips_08_16	"ABC transporter protein 1-like"
			mips_08_16_03
			mips_67_50_25
	at_At5g02270	mips_08	"ABC transporter -like protein"
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At5g03910	mips_67_50_25	"ABC transporter -like protein"
	at_At5g14100	mips_67_50_25	"putative protein"
	at_At5g61700	mips_67_50_25	"ABC family transporter - like protein"
	Propertest Accuracy: 42/44 (95.45%)
	Propertest Frequency class 'mips_67_50': 144/4472 (3.22%)

	New (unknown) data (2658 items):
	at_At1g03900 -	no entry	null


------------------
Rule 6879
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,metazoa) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,polymorphism) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_67_50 "transport mechanism"

	Evaluation on training data (5270 items):
	at_At1g24400	mips_01_01_07	"amino acid transporter-like protein 2 (AATL2)"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g58360	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g71680	mips_01_01_07	"amino acid permease, putative"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At1g77380	mips_01_01	"amino acid permease AAP3"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g80510	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g30390	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g08230	mips_01_01_07	"hypothetical protein"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At2g39130	mips_01_01_07	"unknown protein"
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At2g39890	mips_01_01	"proline transporter 1"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At3g56200	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At5g01240	mips_01_01_07	"LAX1 / AUX1 -like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At5g15240	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g38820	mips_01_01_07	"transporter -like protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g63850	mips_01	"amino acid transporter AAP4 (pir||S51169)"
			mips_01_01_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g02170 -	mips_01_01_07	"putative protein"
			mips_48
			mips_67_10
			mips_67_12
	at_At5g16740 -	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	Training Accuracy: 14/16 (87.50%)
	Training Frequency class 'mips_67_50': 197/5270 (3.74%)

	Evaluation on validation data (2658 items):
	at_At1g44100	mips_01_01_07	"amino acid permease AAP5"
			mips_08_99
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g67640	mips_01_01_07	"putative amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g21050	mips_01_01_07	"AUX1-like amino acid permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At2g33260 -	mips_67_99	"putative tyrosine-specific transport protein"
	at_At2g40420	mips_01_01_07	"unknown protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g11900	mips_01_01	"putative amino acid transporter protein"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At4g18790	mips_08_19	"ion transporter - like protein"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g65990	mips_01_01	"amino acid transporter protein-like"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	Validation Accuracy: 7/8 (87.50%)
	Validation Frequency class 'mips_67_50': 91/2658 (3.42%)

	Evaluation on propertest data (4472 items):
	at_At1g25530	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g47670 -	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	at_At1g77690 -	mips_01_01_07	"putative AUX1-like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_99
	at_At1g10010	mips_01_01	"putative amino acid permease"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g23150	mips_08_19	"putative metal ion transporter (NRAMP)"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g36590	mips_01_01_07	"putative proline transporter"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g13620 -	mips_01_01_07	"putative protein"
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g01760	mips_01_01_07	"putative amino acid permease"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g55740	mips_01_01_07	"proline transporter 2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At4g38250	mips_01_01	"putative amino acid transport protein"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g09220	mips_01_01_07	"amino acid transport protein AAP2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g23810	mips_01_01_07	"amino acid transporter"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g49630	mips_01_01_07	"amino acid permease 6 (emb|CAA65051.1)"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	Propertest Accuracy: 10/13 (76.92%)
	Propertest Frequency class 'mips_67_50': 144/4472 (3.22%)

	New (unknown) data (2658 items):


------------------
Rule 6862
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,bacteria),keyword(_2,membrane) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,1005.0-6487.0),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,zea),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,saccharomycetales) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,eurotiomycetes) = 0
	->  class mips_67_50 "transport mechanism"

	Evaluation on training data (5270 items):
	at_At1g34020	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g61800	mips_01_05	"Similar to glucose-6-phosphate/phosphate-translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_04
			mips_08_02
			mips_10
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At4g09810	mips_01_05_01_03_02	"hypothetical protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g12500	mips_01_05_01_03_02	"hypothetical protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g42420	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g55950	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g04160	mips_08_02	"phosphate/phosphoenolpyruvate translocator - like protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At5g33320 -	mips_01_05_01_03_02	"phosphate/phosphoenolpyruvate translocator precursor"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	Training Accuracy: 8/9 (88.89%)
	Training Frequency class 'mips_67_50': 197/5270 (3.74%)

	Evaluation on validation data (2658 items):
	at_At1g06890	mips_01_05_01	"unknown protein (At1g06890)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_10_05
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g76340	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At2g25520	mips_01	"putative phosphate/phosphoenolpyruvate translocator protein"
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_08_02
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_03
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At3g14410 -	mips_01_05_01_03_02	"unknown protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g46180 -	mips_40_22	"putative protein"
			mips_67_07
	at_At3g11320	mips_08_02	"hypothetical protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_50
			mips_67_50_05
	at_At4g23010 -	mips_01_05_07	"putative protein"
			mips_40_22
			mips_67_07
	Validation Accuracy: 4/7 (57.14%)
	Validation Frequency class 'mips_67_50': 91/2658 (3.42%)

	Evaluation on propertest data (4472 items):
	at_At1g76670	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g07290 -	mips_01_05_01_03	"hypothetical protein, 3' partial"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At2g02810 -	mips_40_22	"unknown protein"
			mips_67
			mips_67_07
	at_At2g13650 -	mips_01_05_01_03_02	"putative vanadate resistance protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g10290	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g01550 -	mips_01_05_01_03	"putative phosphate/phosphoenolpyruvate translocator"
			mips_01_05_01_03_02
			mips_01_05_07
			mips_08_02
			mips_40_08
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At5g57100 -	mips_01_05	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At5g41760 -	mips_01_05_07	"CMP-sialic acid transporter-like protein"
			mips_06_07_02
			mips_08_07
			mips_40_08
			mips_67_07
			mips_67_07_99
	at_At5g54800	mips_01_05_01	"glucose-6-phosphate/phosphate translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	Propertest Accuracy: 3/9 (33.33%)
	Propertest Frequency class 'mips_67_50': 144/4472 (3.22%)

	New (unknown) data (2658 items):
	at_At4g08700 -	no entry	null
	at_At4g18190 -	no entry	null
	at_At4g18210 -	no entry	null
	at_At4g32140 -	no entry	null
	at_At1g19770 -	no entry	null
	at_At1g44750 -	no entry	null
	at_At1g57980 -	no entry	null
	at_At1g31820 -	no entry	null
	at_At1g48230 -	no entry	null
	at_At1g28220 -	no entry	null
	at_At5g12170 -	no entry	null


------------------
Rule 6682
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,diptera) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),keyword(_2,mitochondrion) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,pseudomonadales),keyword(_2,hypothetical_protein) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,actinobacteria),desc(_2,putative) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),classification(_2,eukaryota) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,factor) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,zea),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,lactococcus),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,aquifex),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,dna_binding) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 0
	->  class mips_67_50 "transport mechanism"

	Evaluation on training data (5270 items):
	at_At1g16390 -	mips_01_05_07	"putative transport protein"
			mips_11_07_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g17260	mips_01	"H+-transporting ATPase AHA10"
			mips_40
			mips_40_02
			mips_63
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At1g18940 -	mips_01_05_07	"hypothetical protein"
			mips_67_07
			mips_67_99
	at_At1g19450 -	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g20840 -	mips_01_05_07	"putative sugar transporter protein"
			mips_08_19
			mips_67_07
	at_At1g20860 -	mips_01_04_07	"putative inorganic phosphate transporter protein"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67
			mips_67_04_07
			mips_67_07
	at_At1g26130	mips_01_05_07	"P-type transporting ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g27770	mips_13_01	"envelope Ca2+-ATPase"
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g30560 -	mips_01_05_07	"unknown protein, 5' partial"
			mips_08_19
			mips_45_03_17
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g49370 -	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
	at_At1g50310 -	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g54110	mips_67_01	"hypothetical protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At1g54280	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g54370	mips_67_01	"Na+/H+ exchanger 5 (NHX5)"
			mips_67_50_05
	at_At1g59820	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g05030 -	mips_01	"putative sugar transporter protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g61630 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT7 (ENT7)"
	at_At1g66570	mips_33	"hypothetical protein"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g68710	mips_01_05_07	"ATPase, putative"
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g71890	mips_33	"putative sucrose transport protein"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g72700	mips_01_05_07	"putative P-type transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g73220 -	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At1g77210 -	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g79610	mips_67_01	"Na+/H+ exchanger 6 (NHX6)"
			mips_67_50_05
	at_At1g80530 -	mips_08_16	"nodulin-like protein"
			mips_63_99
			mips_67_04
	at_At2g01110 -	mips_08_16	"TATC-like protein"
			mips_08_16_11
			mips_40_30
	at_At3g22910	mips_47	"calmodulin-stimulated calcium-ATPase, putative"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At2g02860	mips_33	"Sucrose transporter (suc3)"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g13120	mips_01_05_04	"pseudogene; similar to MURA transposase of maize Mutator transposon"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
			mips_67_50_03
	at_At1g08150 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At2g18960	mips_02_45	"plasma membrane proton ATPase (PMA)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50_22
			mips_67_50_25
	at_At2g21410	mips_13_01	"putative vacuolar proton-ATPase subunit"
			mips_40_02
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g22730	mips_01_05_07	"hypothetical protein"
			mips_08_19
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g08900	mips_01_05_07	"Beta integral like membrane protein"
			mips_08_19
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08930 -	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g26900	mips_13_01	"putative Na+ dependent ileal bile acid transporter"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At2g28520 -	mips_40_25	"putative vacuolar proton-ATPase subunit"
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g30070	mips_67_04_01	"high affinity K+ transporter (AtKUP1/AtKT1p)"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g30300 -	mips_01_05_07	"hypothetical protein"
			mips_08_16
			mips_63_99
			mips_67_04
			mips_67_07
	at_At2g38060	mips_01	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_01_04_07
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
			mips_67_50_03_03
			mips_98
	at_At1g10130	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At2g39890	mips_01_01	"proline transporter 1"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At2g43330 -	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At2g47160	mips_67_04_07	"putative anion exchange protein"
			mips_67_50_03
			mips_67_50_05
	at_At3g13900	mips_01	"putative ATPase"
			mips_01_05
			mips_01_05_07
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g21180	mips_47_03_01	"putative Ca2+-transporting ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g25410	mips_13_01	"unknown protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g25610	mips_01_05_07	"ATPase II, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At3g28960	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At3g43630 -	mips_13_01	"nodulin -like protein"
			mips_13_01_01
			mips_13_01_01_99
	at_At3g47420	mips_01_04	"putative sugar transporter protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At3g51860	mips_08_13	"Ca2+/H+-exchanging like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At3g57330	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g60330	mips_02_45	"plasma membrane H+-ATPase - like"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g62270	mips_10_05	"putative protein"
			mips_13_01
			mips_13_01_03
			mips_14_01
			mips_40_02
			mips_67_04
			mips_67_04_07
			mips_67_04_07_09
			mips_67_04_07_99
			mips_67_50
			mips_67_50_05
	at_At4g00370	mips_01	""
			mips_01_04
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_40
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50
			mips_67_50_03
			mips_98
	at_At4g02050 -	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g11810 -	mips_01_04_04	"putative protein"
			mips_08_13
			mips_10_05_02
			mips_10_05_02_24
			mips_14_01_03
	at_At4g16480 -	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At4g21480 -	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At4g22990 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_10_05_99
			mips_13_11_03
			mips_13_11_03_03
			mips_14_01_03
			mips_40_30
			mips_67_07
			mips_67_07_99
	at_At4g25220	mips_01_05_07	"putative protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g29900	mips_67_04	"Ca2+-transporting ATPase - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30190	mips_02	"H+-transporting ATPase type 2, plasma membrane"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At4g30360 -	mips_10_05_01	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At4g32510	mips_67_04	"putative protein"
			mips_67_04_07
			mips_67_50
			mips_67_50_05
	at_At4g34950	mips_01_05_07	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_08_16
			mips_08_19
			mips_40_02
			mips_40_30
			mips_63_99
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At4g35300 -	mips_01_05_07	"putative sugar transporter protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At4g38050 -	mips_01_03_19	"putative protein"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g01490	mips_08_13	"cation/proton antiporter (CAX4)"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_13_05
			mips_40_25
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At5g13750	mips_67_50_03	"transporter-like protein"
	at_At5g14120 -	mips_01_01	"nodulin-like protein"
			mips_01_01_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_16
			mips_63_99
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_10
	at_At5g15100 -	mips_20_20	"auxin transport protein - like"
			mips_20_20_18
			mips_67_99
	at_At5g15240	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g20380	mips_01_04_07	"putative protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At5g22900 -	mips_67_04_01	"Na+/H+ antiporter-like protein"
			mips_67_04_01_02
	at_At5g25420 -	mips_01_03_19	"permease 1-like protein"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g27360 -	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	at_At5g43350 -	mips_01_05_07	"phosphate transporter (gb|AAB17265.1)"
			mips_08_19
			mips_67_04_07
			mips_67_07
	at_At5g44240	mips_01_05_07	"ATPase, calcium-transporting"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g45380	mips_08	"urea active transporter-like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_01_03
			mips_13_01_03_99
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_07
			mips_67_07_99
			mips_67_21
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g49960 -	mips_08	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_40_02
			mips_40_30
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g55470	mips_13_01	"sodium proton exchanger"
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At5g57110	mips_47_03_01	"Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g57350	mips_02_45	"plasma membrane ATPase 3 (proton pump) (sp|P20431)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g62890	mips_01_03_19	"permease 1 - like protein"
			mips_67_07
			mips_67_07_99
			mips_67_50_03
			mips_67_99
	at_At5g64500	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_30
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At5g64740 -	mips_01_05_01_03_02	"cellulose synthase"
	at_At5g06170	mips_33	"sucrose transporter protein"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g12940	mips_01_04_07	"nitrate transporter, putative"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At5g16530 -	mips_20_20	"putative protein"
			mips_20_20_18
			mips_67_99
	at_At5g17010 -	mips_01_05_07	"sugar transporter - like protein"
			mips_08_19
			mips_67_07
	at_At5g23270 -	mips_01_05_04	"monosaccharide transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g23630	mips_13	"cation-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	Training Accuracy: 55/94 (58.51%)
	Training Frequency class 'mips_67_50': 197/5270 (3.74%)

	Evaluation on validation data (2658 items):
	at_At1g48370 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At1g49960	mips_01_03	"permease, putative"
			mips_01_03_19
			mips_03_01
			mips_08
			mips_40_02
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g54730 -	mips_01_05_04	"Unknown protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g60030	mips_01_03_19	"hypothetical protein"
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g67300 -	mips_01	"putative transport protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g74780 -	mips_01_05_07	""
			mips_67_04
			mips_67_07
	at_At1g77990 -	mips_13_01	"putative sulfate transporter (At1g77990)"
			mips_13_01_03
			mips_13_01_03_05
			mips_67_04_07
	at_At1g79360 -	mips_01_05_07	"hypothetical protein"
			mips_11_07
			mips_11_07_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g79820 -	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g08890	mips_01_05_04	"putative sugar transport protein, ERD6"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g09930 -	mips_14	"unknown protein"
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_67
			mips_67_11
			mips_67_99
			mips_98
	at_At1g09960	mips_33	"putative sucrose/H+ symporter"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g22710	mips_33_03_99	"putative sucrose transport protein, SUC2"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At1g65550 -	mips_01_03	"hypothetical protein"
			mips_01_03_19
			mips_03
			mips_03_01
			mips_08
			mips_40_02
			mips_67
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g76430 -	mips_01_05_04	"putative phosphate transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g20780 -	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g22960	mips_47	"pseudogene"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g26510	mips_01_03_19	"putative membrane transporter"
			mips_67_07
			mips_67_07_99
			mips_67_50_03
			mips_67_99
	at_At2g28120 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g29650	mips_01_04_07	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At2g30240 -	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	at_At2g32830 -	mips_01_04_07	"putative phosphate transporter"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11_03
			mips_13_11_03_01
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At2g38940 -	mips_01_04	"phosphate transporter (AtPT2)"
			mips_01_04_07
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At2g40420	mips_01_01_07	"unknown protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At2g41560	mips_47_03_01	"putative Ca2+-ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g24520	mips_01	"putative plasma membrane proton ATPase"
			mips_02
			mips_02_45
			mips_02_45_99
			mips_06
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At2g35740 -	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g51490 -	mips_01_05_07	"sugar transporter-like protein"
			mips_08_19
			mips_67_07
	at_At3g54700 -	mips_01	"phosphate transport protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_40
			mips_67
			mips_67_04_07
			mips_67_07
	at_At3g13320	mips_08_13	"low affinity calcium antiporter CAX2"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At3g18830 -	mips_01_05_07	"sugar transporter like protein"
			mips_08_19
			mips_67_07
	at_At3g19940 -	mips_01_05_07	"putative monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g43790 -	mips_01	"transporter-like protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40_02
			mips_67
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g46980	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50
			mips_67_50_03
	at_At3g45060	mips_01_04_07	"high-affinity nitrate transporter - like protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At4g04750 -	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At4g05110 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT6 (ENT6)"
	at_At4g16370 -	mips_14_04_03	"isp4 like protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g36790	mips_01_04_07	"putative protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50
			mips_67_50_03
	at_At4g38380	mips_08	"putative protein"
			mips_08_16
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_05_01_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_05
			mips_40_02
			mips_67
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_50_05_03
	at_At4g00630 -	mips_13_01	"putative potassium/H+ antiporter"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g25430	mips_67_04	"anion exchanger-like protein"
			mips_67_04_07
			mips_67_50
			mips_67_50_05
	at_At5g27350 -	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At5g43340 -	mips_01_04	"inorganic phosphate transporter (dbj|BAA34390.1)"
			mips_01_04_07
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At5g43360 -	mips_01_04	"inorganic phosphate transporter (dbj|BAA24281.1)"
			mips_01_04_07
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At5g49990 -	mips_01_03_19	"permease"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g50520 -	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	Validation Accuracy: 17/47 (36.17%)
	Validation Frequency class 'mips_67_50': 91/2658 (3.42%)

	Evaluation on propertest data (4472 items):
	at_At1g02510 -	mips_47_03_11	"hypothetical protein"
			mips_47_03_11_03
			mips_47_03_11_05
			mips_47_03_11_07
			mips_67_01
			mips_67_01_01
	at_At1g30220 -	mips_01_05_07	"putative protein"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At1g34580 -	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g55720	mips_08_13	"H+/Ca2+ antiporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At1g70300	mips_67_04	"high affinity potassium transporter AtHAK6 (At1g70300)"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g71880	mips_33	"sucrose transport protein SUC1"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g74810	mips_67	"putative anion exchanger"
			mips_67_04_07
			mips_67_50_03
			mips_67_50_05
	at_At1g75220 -	mips_01_05_07	"integral membrane protein, putative"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g78130	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_40_30
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At1g79410 -	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At1g07340 -	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g08920 -	mips_01_05_04	"putative sugar transport protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g10540	mips_01_03	"putative permease"
			mips_01_03_19
			mips_03_01
			mips_08
			mips_40_02
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g11260 -	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g16370 -	mips_01_05_07	"putative transport protein"
			mips_48
			mips_67_07
			mips_67_21
	at_At1g55730	mips_08_13	"H+/Ca2+ antiporter, putative"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_05
			mips_67_50_05_01
	at_At1g63010 -	mips_01_05_07	"putative tetracycline resistance efflux protein"
			mips_08_19
			mips_67_07
			mips_67_99
	at_At1g76520 -	mips_30	"unknown protein"
			mips_30_01
	at_At1g15460	mips_67_04_07	"putative protein"
			mips_67_50
			mips_67_50_05
	at_At2g16660 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g18480 -	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g18590	mips_01_05_04	"hypothetical protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g34190 -	mips_01_03	"putative membrane transporter"
			mips_01_03_19
			mips_03_01
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At2g34350 -	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_07
	at_At2g38170	mips_08_13	"Ca2+ antiporter like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_13_05
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At2g39210	mips_01_05_07	"nodulin-like protein"
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g14670	mips_33	"putative sucrose-proton symporter"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At3g03090 -	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At3g05150 -	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At3g05400 -	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At3g05960 -	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At3g13050 -	mips_01_05_04	"putative transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g19930 -	mips_01_05_07	"monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g20460 -	mips_01_05_04	"sugar transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g20660 -	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_40_02
			mips_48
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g47950	mips_02	"H+-transporting ATPase - like protein"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g01630 -	mips_01_05	"hypothetical protein"
			mips_01_05_07
			mips_67
			mips_67_07
	at_At3g02050	mips_67	"putative potassium transporter"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_22
	at_At3g09990 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_03_19
			mips_67_17
	at_At3g55740	mips_01_01_07	"proline transporter 2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g63380	mips_47	"Ca2+-transporting ATPase -like protein"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g10310 -	mips_08_19	"sodium transporter (HKT1)"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
	at_At4g11730	mips_13_01	"H+-transporting ATPase - like protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g12030	mips_13_01	"Sodium Bile acid symporter (SBF) like protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At4g13420	mips_67	"K+ transporter HAK5 (HAK5)"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_99
	at_At4g17550	mips_01	"putative protein"
			mips_01_05
			mips_01_05_07
			mips_40_02
			mips_40_16
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
			mips_98
	at_At4g19450 -	mips_08	"putative protein"
			mips_08_16
			mips_63_99
	at_At4g22840	mips_13_01	"unknown protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At4g24120 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g27730 -	mips_14_04_03	"putative protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g36670 -	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At5g04930	mips_01_05_07	"ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At4g00900	mips_02_45	"Ca2+-transporting ATPase - like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At4g03560 -	mips_13_03	"two-pore calcium channel (AtTPC1)"
			mips_13_03_01
			mips_13_05
			mips_67_01
			mips_67_01_01
	at_At4g37640	mips_47_03_01	"plasma membrane-type calcium ATPase (ACA2)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g10180 -	mips_35	"sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At5g10190	mips_01_05_07	"putative protein"
			mips_08_19
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g14570	mips_01_04_07	"high affinity nitrate transporter - like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50_03
	at_At5g26340 -	mips_01	"hexose transporter - like protein"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At5g43370 -	mips_01_04_07	"inorganic phosphate transporter (dbj|BAA24282.1)"
			mips_01_05_07
			mips_08_19
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04_07
			mips_67_07
	at_At5g43610	mips_33_03_99	"sucrose transporter protein"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At5g44370	mips_01_04_07	"Na+-dependent inorganic phosphate cotransporter-like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50
			mips_67_50_03
	at_At5g50630 -	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	at_At5g53010	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g55630 -	mips_67_01	"outward rectifying potassium channel KCO"
			mips_67_01_01
	at_At5g60770	mips_67_04_07	"high-affinity nitrate transporter ACH1 - like protein"
			mips_67_50
			mips_67_50_03
	at_At5g60780	mips_67_04_07	"high affinity nitrate transporter protein - like"
			mips_67_50_03
	at_At5g62670	mips_02_45	"plasma membrane proton ATPase-like"
			mips_02_45_99
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At5g03080 -	mips_40_27	"putative protein"
			mips_40_27_01
	at_At5g13740	mips_01_05_07	"transporter-like protein"
			mips_08_16
			mips_08_16_99
			mips_11_05_01_01
			mips_11_07_05
			mips_40_30
			mips_67
			mips_67_07
			mips_67_12
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_99
	at_At5g61520 -	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	Propertest Accuracy: 33/71 (46.48%)
	Propertest Frequency class 'mips_67_50': 144/4472 (3.22%)

	New (unknown) data (2658 items):
	at_At1g15160 -	no entry	null
	at_At1g18000 -	no entry	null
	at_At1g33100 -	no entry	null
	at_At1g47530 -	no entry	null
	at_At1g64150 -	no entry	null
	at_At1g69450 -	no entry	null
	at_At1g71090 -	no entry	null
	at_At1g77220 -	no entry	null
	at_At1g80300 -	no entry	null
	at_At2g04100 -	no entry	null
	at_At2g17500 -	no entry	null
	at_At3g09470 -	no entry	null
	at_At1g11540 -	no entry	null
	at_At3g49310 -	no entry	null
	at_At1g11960 -	no entry	null
	at_At3g59330 -	no entry	null
	at_At3g60070 -	no entry	null
	at_At4g22850 -	no entry	null
	at_At5g25040 -	no entry	null
	at_At5g25050 -	no entry	null
	at_At5g26250 -	no entry	null
	at_At5g54860 -	no entry	null
	at_At5g41160 -	no entry	null
	at_At1g61740 -	no entry	null
	at_At1g79710 -	no entry	null
	at_At1g80310 -	no entry	null
	at_At1g18010 -	no entry	null
	at_At1g66780 -	no entry	null
	at_At1g76530 -	no entry	null
	at_At4g05120 -	no entry	null
	at_At5g02940 -	no entry	null
	at_At4g00290 -	no entry	null
	at_At1g15150 -	no entry	null
	at_At1g15500 -	no entry	null
	at_At2g16800 -	no entry	null
	at_At2g16980 -	no entry	null
	at_At2g16990 -	no entry	null
	at_At2g32040 -	no entry	null
	at_At2g33280 -	no entry	null
	at_At3g03620 -	no entry	null
	at_At3g05160 -	no entry	null
	at_At3g06370 -	no entry	null
	at_At3g10960 -	mips_99	"unknown protein"
	at_At3g59030 -	no entry	null
	at_At4g05130 -	no entry	null
	at_At4g05140 -	no entry	null
	at_At4g22550 -	no entry	null
	at_At4g27720 -	no entry	null
	at_At4g35080 -	no entry	null
	at_At5g10820 -	no entry	null
	at_At5g50300 -	no entry	null
	at_At5g05310 -	no entry	null
	at_At5g41000 -	no entry	null


------------------
Rule 6863
	eval(_1,_2,0.0-9.0e-25),classification(_2,zea),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,escherichia),keyword(_2,complete_proteome) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,saccharomycetales) = 1
	->  class mips_67_07 "C-compound and carbohydrate transporters"

	Evaluation on training data (5270 items):
	at_At1g14360	mips_40_22	"putative UDP-galactose transporter MSS4"
			mips_67_07
	at_At1g34020	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g61800	mips_01_05	"Similar to glucose-6-phosphate/phosphate-translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_04
			mips_08_02
			mips_10
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At2g43240	mips_01_05_07	"unknown protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At4g09810	mips_01_05_01_03_02	"hypothetical protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g12500	mips_01_05_01_03_02	"hypothetical protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At4g31600	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g42420	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g55950	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g59740	mips_01_05_07	"protein serine /threonine kinase - like protein"
			mips_40_08
			mips_40_22
			mips_67_07
	at_At5g65000	mips_01_05_07	"unknown protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At5g04160	mips_08_02	"phosphate/phosphoenolpyruvate translocator - like protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At5g33320	mips_01_05_01_03_02	"phosphate/phosphoenolpyruvate translocator precursor"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	Training Accuracy: 14/14 (100.00%)
	Training Frequency class 'mips_67_07': 95/5270 (1.80%)

	Evaluation on validation data (2658 items):
	at_At1g06470	mips_01_05_01_03	"integral membrane protein, putative"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g06890	mips_01_05_01	"unknown protein (At1g06890)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_10_05
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g21070	mips_08_02	"unknown protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At1g21870	mips_01_05_01_03_02	"glucose 6 phosphate/phosphate translocator, putative"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g53660	mips_08	"phosphate/phosphoenolpyruvate translocator precursor, putative"
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At1g76340	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At2g25520	mips_01	"putative phosphate/phosphoenolpyruvate translocator protein"
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_08_02
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_03
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At3g14410	mips_01_05_01_03_02	"unknown protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g17430	mips_01_05_01	"Unknown protein (At3g17430; MTO12.2)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g46180	mips_40_22	"putative protein"
			mips_67_07
	at_At3g11320	mips_08_02	"hypothetical protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_50
			mips_67_50_05
	at_At4g23010	mips_01_05_07	"putative protein"
			mips_40_22
			mips_67_07
	at_At5g05820	mips_08_02	"phosphate/phosphoenolpyruvate translocator protein-like"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At5g19980	mips_08_02	"lipophosphoglycan biosynthetic protein - like"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At5g46110	mips_01_05_01_03_02	"phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	Validation Accuracy: 15/15 (100.00%)
	Validation Frequency class 'mips_67_07': 60/2658 (2.26%)

	Evaluation on propertest data (4472 items):
	at_At1g76670	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g77610	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g07290	mips_01_05_01_03	"hypothetical protein, 3' partial"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At2g02810	mips_40_22	"unknown protein"
			mips_67
			mips_67_07
	at_At2g13650	mips_01_05_01_03_02	"putative vanadate resistance protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g10290	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g01550	mips_01_05_01_03	"putative phosphate/phosphoenolpyruvate translocator"
			mips_01_05_01_03_02
			mips_01_05_07
			mips_08_02
			mips_40_08
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At4g32390	mips_01_05_01_03	"putative protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g11230	mips_08_02	"putative protein"
			mips_25_03
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At5g25400	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_08
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_03
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At5g57100	mips_01_05	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At5g41760	mips_01_05_07	"CMP-sialic acid transporter-like protein"
			mips_06_07_02
			mips_08_07
			mips_40_08
			mips_67_07
			mips_67_07_99
	at_At5g54800	mips_01_05_01	"glucose-6-phosphate/phosphate translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	Propertest Accuracy: 13/13 (100.00%)
	Propertest Frequency class 'mips_67_07': 80/4472 (1.79%)

	New (unknown) data (2658 items):
	at_At1g34060 -	no entry	null
	at_At1g57990 -	no entry	null
	at_At4g08700 -	no entry	null
	at_At4g18190 -	no entry	null
	at_At4g18210 -	no entry	null
	at_At4g32140 -	no entry	null
	at_At1g19770 -	no entry	null
	at_At1g44750 -	no entry	null
	at_At1g57980 -	no entry	null
	at_At1g31820 -	no entry	null
	at_At1g48230 -	no entry	null
	at_At1g28220 -	no entry	null
	at_At1g28230 -	no entry	null
	at_At2g24220 -	no entry	null


------------------
Rule 5599
	eval(_1,_2,9.0e-25-8.0e-10),desc(_2,putative) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,maloideae) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	->  class mips_67_07 "C-compound and carbohydrate transporters"

	Evaluation on training data (5270 items):
	at_At1g06690	mips_01_05	"unknown protein"
			mips_01_05_07
			mips_01_06
			mips_02_16
			mips_20_03
			mips_67
			mips_67_07
			mips_67_15
	at_At2g21250	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
	at_At2g37760	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g37770	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_01_06
			mips_01_06_04
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_07
			mips_67_15
	at_At5g01670	mips_01_05_07	"aldose reductase-like protein"
			mips_01_05_99
			mips_01_06
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_67_07': 95/5270 (1.80%)

	Evaluation on validation data (2658 items):
	at_At1g59960	mips_01_05_07	"putative protein"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g15710 -	mips_01_01_01_15	"arogenate dehydrogenase isoform 2"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At2g21260	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	at_At3g53880	mips_01_05_07	"reductase-like protein"
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At5g53580	mips_01_05_07	"aldo/keto reductase-like protein"
			mips_01_06_04
			mips_02_01
			mips_02_16
			mips_20_03
			mips_67_07
	Validation Accuracy: 4/5 (80.00%)
	Validation Frequency class 'mips_67_07': 60/2658 (2.26%)

	Evaluation on propertest data (4472 items):
	at_At1g59950	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_07
			mips_01_06
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g37790 -	mips_01_05_01_01_01	"putative alcohol dehydrogenase"
			mips_01_05_07
			mips_01_06_04
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_15
	at_At5g62420	mips_01_05_07	"aldose reductase-like protein"
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	Propertest Accuracy: 2/3 (66.67%)
	Propertest Frequency class 'mips_67_07': 80/4472 (1.79%)

	New (unknown) data (2658 items):


------------------
Rule 6668
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,diptera) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,hypocreales) = 0
	eval(_1,_2,2.0e-5-4.0e-3),db_ref(_2,flybase),desc(_2,type) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),keyword(_2,mitochondrion) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,pseudomonadales),keyword(_2,hypothetical_protein) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,actinobacteria),desc(_2,putative) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),classification(_2,eukaryota) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),desc(_2,factor) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,tracheophyta),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,lactococcus),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,aquifex),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,dna_binding) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),classification(_2,rhizobiaceae) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,mycobacterium) = 0
	->  class mips_67_07 "C-compound and carbohydrate transporters"

	Evaluation on training data (5270 items):
	at_At1g16390	mips_01_05_07	"putative transport protein"
			mips_11_07_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g18940	mips_01_05_07	"hypothetical protein"
			mips_67_07
			mips_67_99
	at_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g20840	mips_01_05_07	"putative sugar transporter protein"
			mips_08_19
			mips_67_07
	at_At1g20860	mips_01_04_07	"putative inorganic phosphate transporter protein"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67
			mips_67_04_07
			mips_67_07
	at_At1g26130	mips_01_05_07	"P-type transporting ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g27770 -	mips_13_01	"envelope Ca2+-ATPase"
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g30560	mips_01_05_07	"unknown protein, 5' partial"
			mips_08_19
			mips_45_03_17
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g54110 -	mips_67_01	"hypothetical protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At1g54280	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g54370 -	mips_67_01	"Na+/H+ exchanger 5 (NHX5)"
			mips_67_50_05
	at_At1g59820	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g05030	mips_01	"putative sugar transporter protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g61630 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT7 (ENT7)"
	at_At1g61800	mips_01_05	"Similar to glucose-6-phosphate/phosphate-translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_04
			mips_08_02
			mips_10
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g66570	mips_33	"hypothetical protein"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g68710	mips_01_05_07	"ATPase, putative"
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g71890	mips_33	"putative sucrose transport protein"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g72700	mips_01_05_07	"putative P-type transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g73220	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At1g77210	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g79610 -	mips_67_01	"Na+/H+ exchanger 6 (NHX6)"
			mips_67_50_05
	at_At1g80530 -	mips_08_16	"nodulin-like protein"
			mips_63_99
			mips_67_04
	at_At2g01110 -	mips_08_16	"TATC-like protein"
			mips_08_16_11
			mips_40_30
	at_At3g22910 -	mips_47	"calmodulin-stimulated calcium-ATPase, putative"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At2g02860	mips_33	"Sucrose transporter (suc3)"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g13120	mips_01_05_04	"pseudogene; similar to MURA transposase of maize Mutator transposon"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
			mips_67_50_03
	at_At1g08150 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At2g21410 -	mips_13_01	"putative vacuolar proton-ATPase subunit"
			mips_40_02
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g22730	mips_01_05_07	"hypothetical protein"
			mips_08_19
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g08900	mips_01_05_07	"Beta integral like membrane protein"
			mips_08_19
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08930	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g26900	mips_13_01	"putative Na+ dependent ileal bile acid transporter"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At2g28520 -	mips_40_25	"putative vacuolar proton-ATPase subunit"
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g30070 -	mips_67_04_01	"high affinity K+ transporter (AtKUP1/AtKT1p)"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g30300	mips_01_05_07	"hypothetical protein"
			mips_08_16
			mips_63_99
			mips_67_04
			mips_67_07
	at_At2g38060 -	mips_01	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_01_04_07
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
			mips_67_50_03_03
			mips_98
	at_At2g43240	mips_01_05_07	"unknown protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At2g43330	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At2g47160 -	mips_67_04_07	"putative anion exchange protein"
			mips_67_50_03
			mips_67_50_05
	at_At3g13900	mips_01	"putative ATPase"
			mips_01_05
			mips_01_05_07
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g21180 -	mips_47_03_01	"putative Ca2+-transporting ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g25410	mips_13_01	"unknown protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g25610	mips_01_05_07	"ATPase II, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At3g43630 -	mips_13_01	"nodulin -like protein"
			mips_13_01_01
			mips_13_01_01_99
	at_At3g47420	mips_01_04	"putative sugar transporter protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At3g57330 -	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g62270 -	mips_10_05	"putative protein"
			mips_13_01
			mips_13_01_03
			mips_14_01
			mips_40_02
			mips_67_04
			mips_67_04_07
			mips_67_04_07_09
			mips_67_04_07_99
			mips_67_50
			mips_67_50_05
	at_At4g00370 -	mips_01	""
			mips_01_04
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_40
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50
			mips_67_50_03
			mips_98
	at_At4g02050	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g11810 -	mips_01_04_04	"putative protein"
			mips_08_13
			mips_10_05_02
			mips_10_05_02_24
			mips_14_01_03
	at_At4g16480	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At4g21480	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At4g22990	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_10_05_99
			mips_13_11_03
			mips_13_11_03_03
			mips_14_01_03
			mips_40_30
			mips_67_07
			mips_67_07_99
	at_At4g25220	mips_01_05_07	"putative protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g29900 -	mips_67_04	"Ca2+-transporting ATPase - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30360 -	mips_10_05_01	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At4g32510 -	mips_67_04	"putative protein"
			mips_67_04_07
			mips_67_50
			mips_67_50_05
	at_At4g34950	mips_01_05_07	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_08_16
			mips_08_19
			mips_40_02
			mips_40_30
			mips_63_99
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At4g35300	mips_01_05_07	"putative sugar transporter protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At4g38050	mips_01_03_19	"putative protein"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g13750 -	mips_67_50_03	"transporter-like protein"
	at_At5g14120 -	mips_01_01	"nodulin-like protein"
			mips_01_01_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_16
			mips_63_99
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_10
	at_At5g20380 -	mips_01_04_07	"putative protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At5g25420	mips_01_03_19	"permease 1-like protein"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	at_At5g42420	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g43350	mips_01_05_07	"phosphate transporter (gb|AAB17265.1)"
			mips_08_19
			mips_67_04_07
			mips_67_07
	at_At5g44240	mips_01_05_07	"ATPase, calcium-transporting"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g45380	mips_08	"urea active transporter-like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_01_03
			mips_13_01_03_99
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_07
			mips_67_07_99
			mips_67_21
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g55470 -	mips_13_01	"sodium proton exchanger"
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At5g57110 -	mips_47_03_01	"Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g62890	mips_01_03_19	"permease 1 - like protein"
			mips_67_07
			mips_67_07_99
			mips_67_50_03
			mips_67_99
	at_At5g64500	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_30
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At5g64740 -	mips_01_05_01_03_02	"cellulose synthase"
	at_At5g06170	mips_33	"sucrose transporter protein"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g12940 -	mips_01_04_07	"nitrate transporter, putative"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At5g04160	mips_08_02	"phosphate/phosphoenolpyruvate translocator - like protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At5g17010	mips_01_05_07	"sugar transporter - like protein"
			mips_08_19
			mips_67_07
	at_At5g23270	mips_01_05_04	"monosaccharide transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g23630 -	mips_13	"cation-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g33320	mips_01_05_01_03_02	"phosphate/phosphoenolpyruvate translocator precursor"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	Training Accuracy: 52/83 (62.65%)
	Training Frequency class 'mips_67_07': 95/5270 (1.80%)

	Evaluation on validation data (2658 items):
	at_At1g48370 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At1g49960	mips_01_03	"permease, putative"
			mips_01_03_19
			mips_03_01
			mips_08
			mips_40_02
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g54730	mips_01_05_04	"Unknown protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g60030	mips_01_03_19	"hypothetical protein"
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g67300	mips_01	"putative transport protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g74780	mips_01_05_07	""
			mips_67_04
			mips_67_07
	at_At1g77990 -	mips_13_01	"putative sulfate transporter (At1g77990)"
			mips_13_01_03
			mips_13_01_03_05
			mips_67_04_07
	at_At1g79360	mips_01_05_07	"hypothetical protein"
			mips_11_07
			mips_11_07_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g79820	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g08890	mips_01_05_04	"putative sugar transport protein, ERD6"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g09930 -	mips_14	"unknown protein"
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_67
			mips_67_11
			mips_67_99
			mips_98
	at_At1g09960	mips_33	"putative sucrose/H+ symporter"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g22710	mips_33_03_99	"putative sucrose transport protein, SUC2"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At1g65550	mips_01_03	"hypothetical protein"
			mips_01_03_19
			mips_03
			mips_03_01
			mips_08
			mips_40_02
			mips_67
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g76430	mips_01_05_04	"putative phosphate transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g20780	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g22960 -	mips_47	"pseudogene"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g26510	mips_01_03_19	"putative membrane transporter"
			mips_67_07
			mips_67_07_99
			mips_67_50_03
			mips_67_99
	at_At2g28120 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g29650 -	mips_01_04_07	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At2g32830	mips_01_04_07	"putative phosphate transporter"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11_03
			mips_13_11_03_01
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At2g38940	mips_01_04	"phosphate transporter (AtPT2)"
			mips_01_04_07
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At2g41560 -	mips_47_03_01	"putative Ca2+-ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g35740	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g51490	mips_01_05_07	"sugar transporter-like protein"
			mips_08_19
			mips_67_07
	at_At3g54700	mips_01	"phosphate transport protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_40
			mips_67
			mips_67_04_07
			mips_67_07
	at_At3g17430	mips_01_05_01	"Unknown protein (At3g17430; MTO12.2)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g18830	mips_01_05_07	"sugar transporter like protein"
			mips_08_19
			mips_67_07
	at_At3g19940	mips_01_05_07	"putative monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g43790	mips_01	"transporter-like protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40_02
			mips_67
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g46180	mips_40_22	"putative protein"
			mips_67_07
	at_At3g46980 -	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50
			mips_67_50_03
	at_At3g45060 -	mips_01_04_07	"high-affinity nitrate transporter - like protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At4g04750	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At4g05110 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT6 (ENT6)"
	at_At4g36790 -	mips_01_04_07	"putative protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50
			mips_67_50_03
	at_At4g38380 -	mips_08	"putative protein"
			mips_08_16
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_05_01_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_05
			mips_40_02
			mips_67
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_50_05_03
	at_At4g00630 -	mips_13_01	"putative potassium/H+ antiporter"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g25430 -	mips_67_04	"anion exchanger-like protein"
			mips_67_04_07
			mips_67_50
			mips_67_50_05
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At5g43340	mips_01_04	"inorganic phosphate transporter (dbj|BAA34390.1)"
			mips_01_04_07
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At5g43360	mips_01_04	"inorganic phosphate transporter (dbj|BAA24281.1)"
			mips_01_04_07
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At5g49990	mips_01_03_19	"permease"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g50520	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	Validation Accuracy: 30/44 (68.18%)
	Validation Frequency class 'mips_67_07': 60/2658 (2.26%)

	Evaluation on propertest data (4472 items):
	at_At1g02510 -	mips_47_03_11	"hypothetical protein"
			mips_47_03_11_03
			mips_47_03_11_05
			mips_47_03_11_07
			mips_67_01
			mips_67_01_01
	at_At1g30220	mips_01_05_07	"putative protein"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g70300 -	mips_67_04	"high affinity potassium transporter AtHAK6 (At1g70300)"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g71880	mips_33	"sucrose transport protein SUC1"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g75220	mips_01_05_07	"integral membrane protein, putative"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g78130	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_40_30
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At1g79410	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At1g07340	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g08920	mips_01_05_04	"putative sugar transport protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g10540	mips_01_03	"putative permease"
			mips_01_03_19
			mips_03_01
			mips_08
			mips_40_02
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g11260	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g16370	mips_01_05_07	"putative transport protein"
			mips_48
			mips_67_07
			mips_67_21
	at_At1g63010	mips_01_05_07	"putative tetracycline resistance efflux protein"
			mips_08_19
			mips_67_07
			mips_67_99
	at_At1g15460 -	mips_67_04_07	"putative protein"
			mips_67_50
			mips_67_50_05
	at_At2g16660 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g18480	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g18590	mips_01_05_04	"hypothetical protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g34190	mips_01_03	"putative membrane transporter"
			mips_01_03_19
			mips_03_01
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At2g34350	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_07
	at_At2g39210	mips_01_05_07	"nodulin-like protein"
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g14670	mips_33	"putative sucrose-proton symporter"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At3g03090	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At3g05150	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At3g05400	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At3g05960	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At3g13050	mips_01_05_04	"putative transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g19930	mips_01_05_07	"monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g20460	mips_01_05_04	"sugar transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g20660	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_40_02
			mips_48
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g59360	mips_01_05_07	"transporter-like protein"
			mips_06_07_02
			mips_08_07_05
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At3g01630	mips_01_05	"hypothetical protein"
			mips_01_05_07
			mips_67
			mips_67_07
	at_At3g02050 -	mips_67	"putative potassium transporter"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_22
	at_At3g63380 -	mips_47	"Ca2+-transporting ATPase -like protein"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g12030	mips_13_01	"Sodium Bile acid symporter (SBF) like protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At4g13420 -	mips_67	"K+ transporter HAK5 (HAK5)"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_99
	at_At4g17550	mips_01	"putative protein"
			mips_01_05
			mips_01_05_07
			mips_40_02
			mips_40_16
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
			mips_98
	at_At4g19450 -	mips_08	"putative protein"
			mips_08_16
			mips_63_99
	at_At4g22840	mips_13_01	"unknown protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At4g27730 -	mips_14_04_03	"putative protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g36670	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At5g04930	mips_01_05_07	"ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At4g00900 -	mips_02_45	"Ca2+-transporting ATPase - like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At4g03560 -	mips_13_03	"two-pore calcium channel (AtTPC1)"
			mips_13_03_01
			mips_13_05
			mips_67_01
			mips_67_01_01
	at_At4g37640 -	mips_47_03_01	"plasma membrane-type calcium ATPase (ACA2)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g10180 -	mips_35	"sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At5g10190	mips_01_05_07	"putative protein"
			mips_08_19
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g14570 -	mips_01_04_07	"high affinity nitrate transporter - like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50_03
	at_At5g26340	mips_01	"hexose transporter - like protein"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At5g43370	mips_01_04_07	"inorganic phosphate transporter (dbj|BAA24282.1)"
			mips_01_05_07
			mips_08_19
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04_07
			mips_67_07
	at_At5g43610	mips_33_03_99	"sucrose transporter protein"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At5g44370 -	mips_01_04_07	"Na+-dependent inorganic phosphate cotransporter-like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50
			mips_67_50_03
	at_At5g50630	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	at_At5g53010 -	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g55630 -	mips_67_01	"outward rectifying potassium channel KCO"
			mips_67_01_01
	at_At5g60770 -	mips_67_04_07	"high-affinity nitrate transporter ACH1 - like protein"
			mips_67_50
			mips_67_50_03
	at_At5g60780 -	mips_67_04_07	"high affinity nitrate transporter protein - like"
			mips_67_50_03
	at_At5g13740	mips_01_05_07	"transporter-like protein"
			mips_08_16
			mips_08_16_99
			mips_11_05_01_01
			mips_11_07_05
			mips_40_30
			mips_67
			mips_67_07
			mips_67_12
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_99
	at_At5g54800	mips_01_05_01	"glucose-6-phosphate/phosphate translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	Propertest Accuracy: 41/60 (68.33%)
	Propertest Frequency class 'mips_67_07': 80/4472 (1.79%)

	New (unknown) data (2658 items):
	at_At1g15160 -	no entry	null
	at_At1g18000 -	no entry	null
	at_At1g30840 -	no entry	null
	at_At1g33100 -	no entry	null
	at_At1g47530 -	no entry	null
	at_At1g57990 -	no entry	null
	at_At1g64150 -	no entry	null
	at_At1g69450 -	no entry	null
	at_At1g75470 -	no entry	null
	at_At1g77220 -	no entry	null
	at_At1g80300 -	no entry	null
	at_At2g04100 -	no entry	null
	at_At3g09470 -	no entry	null
	at_At1g11540 -	no entry	null
	at_At3g49310 -	no entry	null
	at_At1g11960 -	no entry	null
	at_At3g59330 -	no entry	null
	at_At4g22850 -	no entry	null
	at_At5g25040 -	no entry	null
	at_At5g25050 -	no entry	null
	at_At5g26250 -	no entry	null
	at_At5g54860 -	no entry	null
	at_At1g19770 -	no entry	null
	at_At5g41160 -	no entry	null
	at_At1g57980 -	no entry	null
	at_At1g61740 -	no entry	null
	at_At1g79710 -	no entry	null
	at_At1g80310 -	no entry	null
	at_At1g18010 -	no entry	null
	at_At1g66780 -	no entry	null
	at_At5g02940 -	no entry	null
	at_At4g00290 -	no entry	null
	at_At1g48230 -	no entry	null
	at_At1g15150 -	no entry	null
	at_At2g16800 -	no entry	null
	at_At2g16980 -	no entry	null
	at_At2g16990 -	no entry	null
	at_At2g32040 -	no entry	null
	at_At2g33280 -	no entry	null
	at_At3g03620 -	no entry	null
	at_At3g05160 -	no entry	null
	at_At3g06370 -	no entry	null
	at_At3g10960 -	mips_99	"unknown protein"
	at_At3g59030 -	no entry	null
	at_At4g05130 -	no entry	null
	at_At4g05140 -	no entry	null
	at_At4g27720 -	no entry	null
	at_At4g35080 -	no entry	null
	at_At5g10820 -	no entry	null
	at_At5g50300 -	no entry	null
	at_At5g05310 -	no entry	null
	at_At5g41000 -	no entry	null


------------------
Rule 3596
	eval(_1,_2,4.0e-3-0.1),classification(_2,echinodermata),keyword(_2,nuclear_protein) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,transfac),desc(_2,transcription) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,glycoprotein) = 1
	->  class mips_67_04 "ion transporters"

	Evaluation on training data (5270 items):
	at_At2g24610 -	mips_06_10	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At2g24730	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.2)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g25600	mips_67_01	"putative potassium transporter/channel"
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g26650	mips_10_01_09	"K+ transporter, AKT1"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g29100 -	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.9)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
	at_At2g32400	mips_10_05_02	"ionotropic glutamate receptor (GLR5)"
			mips_10_05_02_30
			mips_33_03_13
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g07520	mips_10_05_02	"unknown protein (AtGLR1.4)"
			mips_10_05_02_30
			mips_33_03_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g17700	mips_06_10	"cyclic nucleotide-binding transporter 1 (CNBT1)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At4g22200	mips_10	"potassium channel (AKT2)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At4g31710	mips_08	"putative protein (AtGLR2.4)"
			mips_10
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_99
	at_At5g11210	mips_10_05_02	"putative protein (AtGLR2.5)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g37500	mips_06_10	"guard cell outward rectifying K+ channel"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g48410	mips_10_05_02	"ligand-gated ion channel protein-like; glutamate receptor-like (AtGLR1.3)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At1g01340	mips_10_05_01	"CaM-regulated potassium ion channel (ACBK1)"
			mips_10_05_01_10
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At2g29110	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.8)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	Training Accuracy: 13/15 (86.67%)
	Training Frequency class 'mips_67_04': 201/5270 (3.81%)

	Evaluation on validation data (2658 items):
	at_At2g32390	mips_10_05_02	"ionotropic glutamate receptor ortholog GLR6 (GLR6)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At2g24710	mips_08	"putative ligand-gated ion channel protein (AtGLR2.3)"
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_01
			mips_67_04
	at_At3g08530 -	mips_08_07	"hypothetical protein"
			mips_08_07_22
			mips_08_07_22_01
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_63_07
	at_At3g16550 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At4g18290 -	mips_10_01_09	"potassium channel protein KAT2"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At4g24490 -	mips_01_06_07	"Rab geranylgeranyl transferase like protein (fragment)"
			mips_06_07_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At5g11180	mips_13_03	"putative protein (AtGLR2.6)"
			mips_13_03_01
			mips_67_01
			mips_67_04
	at_At5g36950 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At5g39830 -	mips_06_07_11	"DegP protease-like protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At5g41330	mips_04	"putative protein"
			mips_40
			mips_40_02
			mips_40_16
			mips_63
			mips_63_01
			mips_63_03
			mips_67
			mips_67_01
			mips_67_04
			mips_99
	Validation Accuracy: 4/10 (40.00%)
	Validation Frequency class 'mips_67_04': 81/2658 (3.05%)

	Evaluation on propertest data (4472 items):
	at_At1g42540	mips_10_05_02	"hypothetical protein (AtGLR3.3)"
			mips_10_05_02_30
			mips_33_03_13
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At1g51150 -	mips_06_07_11	"hypothetical protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g65630 -	mips_06_01	"serine protease DO, putative"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_05
			mips_40_07
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g65640 -	mips_06_07_11	"serine protease DO, putative"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At2g17260	mips_10_05_02	"putative glutamate receptor (GLR2)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g23980 -	mips_10_01_09	"putative cyclic nucleotide and calmodulin-regulated ion channel protein"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At2g29120 -	mips_08	"putative ligand-gated ion channel protein (AtGLR2.7)"
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
	at_At3g04110	mips_10_05_02	"putative glutamate receptor (GLR1) (AtGLR1.1)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g11130 -	mips_06_04	"hypothetical protein"
			mips_08_07_22
			mips_08_07_22_01
			mips_08_19
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_09
			mips_63_07
	at_At3g27925 -	mips_06_07_11	"DegP protease precursor, 5' partial"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At3g47860 -	mips_20_25_01	"unknown protein"
			mips_20_25_01_01
			mips_30_02
			mips_40_27
			mips_63_09
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
			mips_67_13
	at_At3g51480 -	mips_13_03	"putative glutamate receptor (AtGLR3.6)"
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
	at_At4g28050 -	mips_14_20	"senescence-associated protein -like"
			mips_25_03
	at_At4g35290	mips_10_05_02	"unknown protein"
			mips_10_05_02_30
			mips_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04_01_02
	at_At5g27100	mips_10_05_02	"ion channel - like protein (AtGLR2.1)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g55630 -	mips_67_01	"outward rectifying potassium channel KCO"
			mips_67_01_01
	Propertest Accuracy: 5/16 (31.25%)
	Propertest Frequency class 'mips_67_04': 141/4472 (3.15%)

	New (unknown) data (2658 items):
	at_At5g14890 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At1g23540 -	no entry	null
	at_At4g32710 -	no entry	null


------------------
Rule 6532
	eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,hypocreales) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),keyword(_2,mitochondrion) = 1
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,pseudomonadales),keyword(_2,hypothetical_protein) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),classification(_2,eukaryota) = 1
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transport),db_ref(_2,pfam) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,tracheophyta),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,zea),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,caenorhabditis),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,lactococcus),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,dna_binding) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),db_ref(_2,hssp) = 1
	->  class mips_67_04 "ion transporters"

	Evaluation on training data (5270 items):
	at_At1g16390	mips_01_05_07	"putative transport protein"
			mips_11_07_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g18940 -	mips_01_05_07	"hypothetical protein"
			mips_67_07
			mips_67_99
	at_At1g19450 -	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g20840 -	mips_01_05_07	"putative sugar transporter protein"
			mips_08_19
			mips_67_07
	at_At1g20860	mips_01_04_07	"putative inorganic phosphate transporter protein"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67
			mips_67_04_07
			mips_67_07
	at_At1g22150	mips_35_03_05	"sulfate tansporter Sultr1;3 (Sultr1;3)"
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At1g23090	mips_35	"putative sulphate transporter protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_05
	at_At1g26130	mips_01_05_07	"P-type transporting ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g27770	mips_13_01	"envelope Ca2+-ATPase"
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g30560 -	mips_01_05_07	"unknown protein, 5' partial"
			mips_08_19
			mips_45_03_17
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g32080 -	mips_30_34	"unknown protein"
			mips_40_30
	at_At1g47240	mips_08_19	"stress response protein Nramp2"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At1g50310 -	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g54110	mips_67_01	"hypothetical protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At1g54280	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g54370 -	mips_67_01	"Na+/H+ exchanger 5 (NHX5)"
			mips_67_50_05
	at_At1g59820	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g05030 -	mips_01	"putative sugar transporter protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g61630 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT7 (ENT7)"
	at_At1g66570 -	mips_33	"hypothetical protein"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g68710	mips_01_05_07	"ATPase, putative"
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g71890 -	mips_33	"putative sucrose transport protein"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g72700	mips_01_05_07	"putative P-type transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g73220 -	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At1g77210 -	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g06970	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g79400	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g79610 -	mips_67_01	"Na+/H+ exchanger 6 (NHX6)"
			mips_67_50_05
	at_At1g80530	mips_08_16	"nodulin-like protein"
			mips_63_99
			mips_67_04
	at_At2g01110 -	mips_08_16	"TATC-like protein"
			mips_08_16_11
			mips_40_30
	at_At3g22910	mips_47	"calmodulin-stimulated calcium-ATPase, putative"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At2g02860 -	mips_33	"Sucrose transporter (suc3)"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g13120 -	mips_01_05_04	"pseudogene; similar to MURA transposase of maize Mutator transposon"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
			mips_67_50_03
	at_At2g13620	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	at_At1g08150	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At2g21410	mips_13_01	"putative vacuolar proton-ATPase subunit"
			mips_40_02
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g22730 -	mips_01_05_07	"hypothetical protein"
			mips_08_19
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g08900	mips_01_05_07	"Beta integral like membrane protein"
			mips_08_19
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08930 -	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g26900	mips_13_01	"putative Na+ dependent ileal bile acid transporter"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At2g28180	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At2g28520	mips_40_25	"putative vacuolar proton-ATPase subunit"
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g30070	mips_67_04_01	"high affinity K+ transporter (AtKUP1/AtKT1p)"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g30300	mips_01_05_07	"hypothetical protein"
			mips_08_16
			mips_63_99
			mips_67_04
			mips_67_07
	at_At2g31910	mips_67_04_01	"putative Na+/H+ antiporter"
			mips_67_04_01_02
	at_At2g38060	mips_01	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_01_04_07
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
			mips_67_50_03_03
			mips_98
	at_At2g38460	mips_67_04	"unknown protein"
			mips_67_04_01
			mips_67_04_01_01
	at_At1g10130 -	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At2g43330 -	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At2g47160	mips_67_04_07	"putative anion exchange protein"
			mips_67_50_03
			mips_67_50_05
	at_At3g12520	mips_35	"putative protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At3g13900	mips_01	"putative ATPase"
			mips_01_05
			mips_01_05_07
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g21180	mips_47_03_01	"putative Ca2+-transporting ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g25410	mips_13_01	"unknown protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g25610	mips_01_05_07	"ATPase II, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At3g43630 -	mips_13_01	"nodulin -like protein"
			mips_13_01_01
			mips_13_01_01_99
	at_At3g43660 -	mips_13_01	"nodulin - like protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_40_08
	at_At3g47420	mips_01_04	"putative sugar transporter protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At3g51860	mips_08_13	"Ca2+/H+-exchanging like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At3g51900	mips_35_03_05	"sulfate transporter (ATST1)"
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
	at_At3g52080	mips_67_04_01	"putative protein"
			mips_67_04_01_02
	at_At3g53720	mips_67	"putative protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_99
	at_At3g57330	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g62270	mips_10_05	"putative protein"
			mips_13_01
			mips_13_01_03
			mips_14_01
			mips_40_02
			mips_67_04
			mips_67_04_07
			mips_67_04_07_09
			mips_67_04_07_99
			mips_67_50
			mips_67_50_05
	at_At4g00370	mips_01	""
			mips_01_04
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_40
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50
			mips_67_50_03
			mips_98
	at_At4g02050 -	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g02700	mips_35	"sulfate transporter protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At4g10770 -	mips_14	"putative oligopeptide transporter"
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_67
			mips_67_11
			mips_67_99
			mips_98
			mips_99
	at_At4g11810 -	mips_01_04_04	"putative protein"
			mips_08_13
			mips_10_05_02
			mips_10_05_02_24
			mips_14_01_03
	at_At4g16480 -	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At4g21480 -	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At4g22990 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_10_05_99
			mips_13_11_03
			mips_13_11_03_03
			mips_14_01_03
			mips_40_30
			mips_67_07
			mips_67_07_99
	at_At4g23700	mips_67_04_01	"putative Na+/H+-exchanging protein"
			mips_67_04_01_02
	at_At4g25220 -	mips_01_05_07	"putative protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g29900	mips_67_04	"Ca2+-transporting ATPase - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30360 -	mips_10_05_01	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At4g32510	mips_67_04	"putative protein"
			mips_67_04_07
			mips_67_50
			mips_67_50_05
	at_At4g34950 -	mips_01_05_07	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_08_16
			mips_08_19
			mips_40_02
			mips_40_30
			mips_63_99
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At4g35300 -	mips_01_05_07	"putative sugar transporter protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At4g35440	mips_08_07_22	"CLC-e chloride channel protein"
			mips_13_01
			mips_13_01_03
			mips_13_01_03_05
			mips_20_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At4g38050 -	mips_01_03_19	"putative protein"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g01490	mips_08_13	"cation/proton antiporter (CAX4)"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_13_05
			mips_40_25
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At5g13750 -	mips_67_50_03	"transporter-like protein"
	at_At5g14120	mips_01_01	"nodulin-like protein"
			mips_01_01_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_16
			mips_63_99
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_10
	at_At5g15100 -	mips_20_20	"auxin transport protein - like"
			mips_20_20_18
			mips_67_99
	at_At5g20380	mips_01_04_07	"putative protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At5g22900	mips_67_04_01	"Na+/H+ antiporter-like protein"
			mips_67_04_01_02
	at_At5g22910	mips_67_04	"Na+/H+ antiporter-like protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At5g25420 -	mips_01_03_19	"permease 1-like protein"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g27360 -	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	at_At5g37060	mips_67_04_01	"putative transporter protein"
			mips_67_04_01_02
	at_At5g41610	mips_67_04_01	"Na+/H+ antiporter-like protein"
			mips_67_04_01_02
	at_At5g43350	mips_01_05_07	"phosphate transporter (gb|AAB17265.1)"
			mips_08_19
			mips_67_04_07
			mips_67_07
	at_At5g44240	mips_01_05_07	"ATPase, calcium-transporting"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g45380	mips_08	"urea active transporter-like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_01_03
			mips_13_01_03_99
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_07
			mips_67_07_99
			mips_67_21
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g49960	mips_08	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_40_02
			mips_40_30
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g55470	mips_13_01	"sodium proton exchanger"
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At5g57110	mips_47_03_01	"Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g62890 -	mips_01_03_19	"permease 1 - like protein"
			mips_67_07
			mips_67_07_99
			mips_67_50_03
			mips_67_99
	at_At5g64500	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_30
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At5g64740 -	mips_01_05_01_03_02	"cellulose synthase"
	at_At5g06170 -	mips_33	"sucrose transporter protein"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g12940	mips_01_04_07	"nitrate transporter, putative"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At5g03570	mips_14	"transporter like protein"
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At5g16530 -	mips_20_20	"putative protein"
			mips_20_20_18
			mips_67_99
	at_At5g17010 -	mips_01_05_07	"sugar transporter - like protein"
			mips_08_19
			mips_67_07
	at_At5g23270 -	mips_01_05_04	"monosaccharide transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g23630	mips_13	"cation-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g67330	mips_08_19	"natural resistance-associated macrophage protein"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At1g01790	mips_13	"K Efflux antiporter KEA1"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	Training Accuracy: 66/110 (60.00%)
	Training Frequency class 'mips_67_04': 201/5270 (3.81%)

	Evaluation on validation data (2658 items):
	at_At1g48370 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At1g49960 -	mips_01_03	"permease, putative"
			mips_01_03_19
			mips_03_01
			mips_08
			mips_40_02
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g54730 -	mips_01_05_04	"Unknown protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g60030 -	mips_01_03_19	"hypothetical protein"
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g67300 -	mips_01	"putative transport protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g74780	mips_01_05_07	""
			mips_67_04
			mips_67_07
	at_At1g77990	mips_13_01	"putative sulfate transporter (At1g77990)"
			mips_13_01_03
			mips_13_01_03_05
			mips_67_04_07
	at_At1g78560	mips_13_01	"Unknown protein (T30F21.11)"
			mips_13_01_01
			mips_40_30
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g79360	mips_01_05_07	"hypothetical protein"
			mips_11_07
			mips_11_07_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g79820 -	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g80830	mips_08_19	"metal ion transporter"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20_25
			mips_20_25_16
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08890 -	mips_01_05_04	"putative sugar transport protein, ERD6"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g09930 -	mips_14	"unknown protein"
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_67
			mips_67_11
			mips_67_99
			mips_98
	at_At1g09960 -	mips_33	"putative sucrose/H+ symporter"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g22710 -	mips_33_03_99	"putative sucrose transport protein, SUC2"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At1g65550 -	mips_01_03	"hypothetical protein"
			mips_01_03_19
			mips_03
			mips_03_01
			mips_08
			mips_40_02
			mips_67
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g76430 -	mips_01_05_04	"putative phosphate transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g19600	mips_13_01	"putative potassium/proton antiporter"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_67_04_01
			mips_67_04_01_02
	at_At2g20780 -	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g22960	mips_47	"pseudogene"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g26510 -	mips_01_03_19	"putative membrane transporter"
			mips_67_07
			mips_67_07_99
			mips_67_50_03
			mips_67_99
	at_At2g28120 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g28170	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At2g29650	mips_01_04_07	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At2g30240	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	at_At2g32830	mips_01_04_07	"putative phosphate transporter"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11_03
			mips_13_11_03_01
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At2g38940	mips_01_04	"phosphate transporter (AtPT2)"
			mips_01_04_07
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At2g41560	mips_47_03_01	"putative Ca2+-ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g48020 -	mips_01_05	"sugar transporter like protein"
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40_02
			mips_67
			mips_67_07
	at_At2g05760 -	mips_01_03	"putative membrane transporter"
			mips_01_03_19
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At2g35740 -	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g51490 -	mips_01_05_07	"sugar transporter-like protein"
			mips_08_19
			mips_67_07
	at_At3g51820 -	mips_01_06_07	"chlorophyll synthetase like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_02_30
			mips_40_26
			mips_40_26_03
			mips_40_30
	at_At3g54700	mips_01	"phosphate transport protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_40
			mips_67
			mips_67_04_07
			mips_67_07
	at_At3g57170 -	mips_01	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_06
			mips_06_07
			mips_06_07_02
			mips_06_07_02_02
			mips_10
			mips_10_01
			mips_10_01_99
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_05
			mips_30
			mips_30_01
			mips_40
			mips_40_07
			mips_62
			mips_62_01
			mips_63
			mips_63_01
			mips_99
	at_At3g13320	mips_08_13	"low affinity calcium antiporter CAX2"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At3g15990	mips_35	"putative sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At3g18830 -	mips_01_05_07	"sugar transporter like protein"
			mips_08_19
			mips_67_07
	at_At3g19940 -	mips_01_05_07	"putative monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g43790	mips_01	"transporter-like protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40_02
			mips_67
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g46980	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50
			mips_67_50_03
	at_At3g45060	mips_01_04_07	"high-affinity nitrate transporter - like protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At4g04750 -	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At4g04760 -	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At4g05110 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT6 (ENT6)"
	at_At4g16370 -	mips_14_04_03	"isp4 like protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g26590 -	mips_14_04_03	"isp4 like protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g36790	mips_01_04_07	"putative protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50
			mips_67_50_03
	at_At4g38380 -	mips_08	"putative protein"
			mips_08_16
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_05_01_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_05
			mips_40_02
			mips_67
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_50_05_03
	at_At4g00630	mips_13_01	"putative potassium/H+ antiporter"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g19600	mips_35	"sulfate transporter (Sultr3;5)"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_05
	at_At5g25430	mips_67_04	"anion exchanger-like protein"
			mips_67_04_07
			mips_67_50
			mips_67_50_05
	at_At5g27350 -	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At5g43340	mips_01_04	"inorganic phosphate transporter (dbj|BAA34390.1)"
			mips_01_04_07
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At5g43360	mips_01_04	"inorganic phosphate transporter (dbj|BAA24281.1)"
			mips_01_04_07
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At5g49990 -	mips_01_03_19	"permease"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g50520	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	at_At5g01680	mips_67_04	"putative transporter protein"
			mips_67_04_01
			mips_67_04_01_02
	Validation Accuracy: 27/58 (46.55%)
	Validation Frequency class 'mips_67_04': 81/2658 (3.05%)

	Evaluation on propertest data (4472 items):
	at_At1g02510 -	mips_47_03_11	"hypothetical protein"
			mips_47_03_11_03
			mips_47_03_11_05
			mips_47_03_11_07
			mips_67_01
			mips_67_01_01
	at_At1g30220 -	mips_01_05_07	"putative protein"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At1g34580 -	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g55720	mips_08_13	"H+/Ca2+ antiporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At1g70300	mips_67_04	"high affinity potassium transporter AtHAK6 (At1g70300)"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g71880 -	mips_33	"sucrose transport protein SUC1"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g74810	mips_67	"putative anion exchanger"
			mips_67_04_07
			mips_67_50_03
			mips_67_50_05
	at_At1g75220 -	mips_01_05_07	"integral membrane protein, putative"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g78000	mips_35	"sulfate transporter (Sultr1;2)"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At1g78130 -	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_40_30
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At1g79410	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At1g07340 -	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g08920 -	mips_01_05_04	"putative sugar transport protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g10540 -	mips_01_03	"putative permease"
			mips_01_03_19
			mips_03_01
			mips_08
			mips_40_02
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At1g11260 -	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g16370 -	mips_01_05_07	"putative transport protein"
			mips_48
			mips_67_07
			mips_67_21
	at_At1g16380	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	at_At1g55730	mips_08_13	"H+/Ca2+ antiporter, putative"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_05
			mips_67_50_05_01
	at_At1g63010 -	mips_01_05_07	"putative tetracycline resistance efflux protein"
			mips_08_19
			mips_67_07
			mips_67_99
	at_At1g76520 -	mips_30	"unknown protein"
			mips_30_01
	at_At1g15460	mips_67_04_07	"putative protein"
			mips_67_50
			mips_67_50_05
	at_At2g16660 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g16970 -	mips_01_05_07	"putative tetracycline transporter protein"
			mips_08_16
			mips_11_07_05
			mips_40_30
			mips_67_07
			mips_67_28
			mips_67_50_05
	at_At2g18480 -	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g18590 -	mips_01_05_04	"hypothetical protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g34190 -	mips_01_03	"putative membrane transporter"
			mips_01_03_19
			mips_03_01
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At2g34350 -	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_07
	at_At2g38170	mips_08_13	"Ca2+ antiporter like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_13_05
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At2g39210 -	mips_01_05_07	"nodulin-like protein"
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g14670 -	mips_33	"putative sucrose-proton symporter"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At3g03090 -	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At3g05150 -	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At3g05400 -	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At3g05960 -	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At3g13050 -	mips_01_05_04	"putative transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g17630	mips_67_04	"unknown protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At3g19930 -	mips_01_05_07	"monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g20460 -	mips_01_05_04	"sugar transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g20660	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_40_02
			mips_48
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g44900	mips_67_04	"putative protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At3g44920	mips_67_04	"putative protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At3g01630 -	mips_01_05	"hypothetical protein"
			mips_01_05_07
			mips_67
			mips_67_07
	at_At3g02050	mips_67	"putative potassium transporter"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_22
	at_At3g09990 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_03_19
			mips_67_17
	at_At3g63380	mips_47	"Ca2+-transporting ATPase -like protein"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g08620	mips_35	"putative sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At4g10310	mips_08_19	"sodium transporter (HKT1)"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
	at_At4g12030	mips_13_01	"Sodium Bile acid symporter (SBF) like protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At4g13420	mips_67	"K+ transporter HAK5 (HAK5)"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_99
	at_At4g17550	mips_01	"putative protein"
			mips_01_05
			mips_01_05_07
			mips_40_02
			mips_40_16
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
			mips_98
	at_At4g19450 -	mips_08	"putative protein"
			mips_08_16
			mips_63_99
	at_At4g22840	mips_13_01	"unknown protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At4g23660 -	mips_01_06	"para-hydroxy bezoate polyprenyl diphosphate transferase (AtPPT1)"
			mips_01_06_07
			mips_01_07
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_10
			mips_40_30
	at_At4g24120 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g27730 -	mips_14_04_03	"putative protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g36670 -	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At5g04930	mips_01_05_07	"ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At4g00900 -	mips_02_45	"Ca2+-transporting ATPase - like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At4g03560 -	mips_13_03	"two-pore calcium channel (AtTPC1)"
			mips_13_03_01
			mips_13_05
			mips_67_01
			mips_67_01_01
	at_At4g04850	mips_67_04	"putative potassium transporter"
			mips_67_04_01
			mips_67_04_01_02
	at_At4g37640	mips_47_03_01	"plasma membrane-type calcium ATPase (ACA2)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g10180	mips_35	"sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At5g10190 -	mips_01_05_07	"putative protein"
			mips_08_19
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g12130 -	mips_11_05_01_03	"unknown protein"
	at_At5g14570	mips_01_04_07	"high affinity nitrate transporter - like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50_03
	at_At5g26340 -	mips_01	"hexose transporter - like protein"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At5g26820	mips_67_04_01	"unknown protein"
			mips_67_04_01_01
	at_At5g43370	mips_01_04_07	"inorganic phosphate transporter (dbj|BAA24282.1)"
			mips_01_05_07
			mips_08_19
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04_07
			mips_67_07
	at_At5g43610 -	mips_33_03_99	"sucrose transporter protein"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At5g44370	mips_01_04_07	"Na+-dependent inorganic phosphate cotransporter-like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50
			mips_67_50_03
	at_At5g47560	mips_01_05_07	"sodium-dicarboxylate cotransporter-like"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20
			mips_14_20
			mips_20_05
			mips_20_07
			mips_20_07_05
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_07_03
			mips_67_50
			mips_67_50_01
			mips_67_50_03
			mips_67_50_03_03
	at_At5g50630	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	at_At5g51710	mips_13_01	"potassium/proton antiporter-like protein"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At5g53010	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g55630 -	mips_67_01	"outward rectifying potassium channel KCO"
			mips_67_01_01
	at_At5g60770	mips_67_04_07	"high-affinity nitrate transporter ACH1 - like protein"
			mips_67_50
			mips_67_50_03
	at_At5g60780	mips_67_04_07	"high affinity nitrate transporter protein - like"
			mips_67_50_03
	at_At5g01690	mips_67_04_01	"putative transporter protein"
			mips_67_04_01_02
	at_At5g03080 -	mips_40_27	"putative protein"
			mips_40_27_01
	at_At5g13740 -	mips_01_05_07	"transporter-like protein"
			mips_08_16
			mips_08_16_99
			mips_11_05_01_01
			mips_11_07_05
			mips_40_30
			mips_67
			mips_67_07
			mips_67_12
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_99
	at_At5g61520 -	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	Propertest Accuracy: 36/81 (44.44%)
	Propertest Frequency class 'mips_67_04': 141/4472 (3.15%)

	New (unknown) data (2658 items):
	at_At1g15160 -	no entry	null
	at_At1g18000 -	no entry	null
	at_At1g33100 -	no entry	null
	at_At1g47530 -	no entry	null
	at_At1g64150 -	no entry	null
	at_At1g69450 -	no entry	null
	at_At1g71090 -	no entry	null
	at_At1g77220 -	no entry	null
	at_At1g80300 -	no entry	null
	at_At2g04100 -	no entry	null
	at_At2g17500 -	no entry	null
	at_At3g09470 -	no entry	null
	at_At3g19490 -	no entry	null
	at_At1g11540 -	no entry	null
	at_At3g49310 -	no entry	null
	at_At1g11960 -	no entry	null
	at_At3g59330 -	no entry	null
	at_At3g60070 -	no entry	null
	at_At4g22850 -	no entry	null
	at_At5g25040 -	no entry	null
	at_At5g25050 -	no entry	null
	at_At5g26250 -	no entry	null
	at_At5g54860 -	no entry	null
	at_At5g55960 -	no entry	null
	at_At5g41160 -	no entry	null
	at_At1g61740 -	no entry	null
	at_At1g64650 -	no entry	null
	at_At1g79710 -	no entry	null
	at_At1g80310 -	no entry	null
	at_At1g18010 -	no entry	null
	at_At1g66780 -	no entry	null
	at_At1g76530 -	no entry	null
	at_At4g05120 -	no entry	null
	at_At4g32450 -	no entry	null
	at_At5g02940 -	no entry	null
	at_At4g00290 -	no entry	null
	at_At1g60600 -	no entry	null
	at_At1g61670 -	no entry	null
	at_At1g64890 -	no entry	null
	at_At1g15150 -	no entry	null
	at_At1g15500 -	no entry	null
	at_At2g16800 -	no entry	null
	at_At2g16980 -	no entry	null
	at_At2g16990 -	no entry	null
	at_At2g25680 -	no entry	null
	at_At2g32040 -	no entry	null
	at_At2g33280 -	no entry	null
	at_At3g03620 -	no entry	null
	at_At3g05160 -	no entry	null
	at_At3g06370 -	no entry	null
	at_At3g10960 -	mips_99	"unknown protein"
	at_At3g59030 -	no entry	null
	at_At4g05130 -	no entry	null
	at_At4g05140 -	no entry	null
	at_At4g22550 -	no entry	null
	at_At4g27720 -	no entry	null
	at_At4g35080 -	no entry	null
	at_At5g10820 -	no entry	null
	at_At5g24000 -	no entry	null
	at_At5g50300 -	no entry	null
	at_At5g52540 -	no entry	null
	at_At5g05310 -	no entry	null
	at_At5g41000 -	no entry	null


------------------
Rule 2865
	eval(_1,_2,0.0-9.0e-25),classification(_2,papio) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),keyword(_2,nad) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),keyword(_2,mitochondrion) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
	->  class mips_01_07 "metabolism of vitamins, cofactors, and prosthetic groups"

	Evaluation on training data (5270 items):
	at_At1g20330	mips_01_07_01	"unknown protein"
			mips_06_07_99
			mips_40_99
	at_At1g30550 -	mips_06_07_99	"hypothetical protein"
			mips_10
			mips_40_10
	at_At1g48600	mips_01_06	"phosphoethanolamine N-methyltransferase, putative"
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_05
			mips_01_20_05_11
			mips_04_05
			mips_04_05_05
			mips_04_05_05_03
			mips_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_01
			mips_40_99
			mips_63_03
	at_At1g73600 -	mips_06	"phosphoethanolamine N-methyltransferase, putative"
			mips_06_07_99
			mips_10
			mips_13
			mips_13_11
			mips_40_10
			mips_40_99
	at_At1g76090 -	mips_40_99	"putative protein"
	at_At3g23530	mips_01_07_01	"unknown protein"
			mips_06_07_99
	at_At3g61210 -	mips_01_20_05	"putative protein"
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
	at_At4g34050	mips_01_07_01	"caffeoyl-CoA O-methyltransferase - like protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_17_03
			mips_01_20_50
			mips_11_05_05
			mips_11_05_05_01
			mips_13_03
			mips_13_03_01
	at_At2g41380	mips_01_07	"putative embryo-abundant protein"
	at_At3g13440	mips_01_07	"methyltransferase, putative"
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_19
			mips_01_20_19_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_09
			mips_03_01_09_01
			mips_06_07_99
			mips_11_05_05
			mips_11_05_05_01
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At3g56120 -	mips_04_03	"unknown protein"
			mips_04_03_03
			mips_06_07_99
	at_At3g63410	mips_01_07_01	"putative chloroplast inner envelope protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_40_26
			mips_40_26_03
	at_At4g26220	mips_01_07	"caffeoyl-CoA O-methyltransferase like protein"
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
			mips_30_01
			mips_40_16
	at_At5g10830	mips_01_07_01	"embryonic abundant protein -like"
	at_At5g13710	mips_01_06_01	"24-sterol C-methyltransferase"
			mips_01_07
			mips_01_07_01
			mips_40_99
	at_At5g53920	mips_01_07_01	"ribosomal protein L11 methyltransferase-like protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_06_07_99
			mips_11_05_05
			mips_11_05_05_01
	at_At5g55130	mips_01_07_01	"molybdopterin synthase sulphurylase (gb|AAD18050.1)"
			mips_30_25
			mips_40_25
	at_At5g64150	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_09
			mips_03_01_09_01
			mips_06_07_99
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_09
	at_At5g66180 -	mips_04_01	"putative protein"
			mips_04_01_04
			mips_40_10_07
	at_At5g40850	mips_01_07_01	"urophorphyrin III methylase (gb|AAB92676.1)"
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_19_05
	Training Accuracy: 14/20 (70.00%)
	Training Frequency class 'mips_01_07': 176/5270 (3.34%)

	Evaluation on validation data (2658 items):
	at_At1g36310	mips_01_07_01	"unknown protein"
	at_At1g67990	mips_01_07_01	"putative S-adenosyl-L-methionine:trans-caffeoyl-Coenzyme A 3-O-methyltransferase"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At3g54150	mips_01	"embryonic abundant protein -like"
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_11
			mips_11_05
			mips_11_05_01
			mips_98
	at_At3g23470	mips_01	"cyclopropane-fatty-acyl-phospholipid synthase, putative"
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_04
			mips_04_03
			mips_04_03_03
			mips_06
			mips_06_07
			mips_40_10
			mips_40_16
			mips_40_99
	at_At4g04670 -	mips_08_07	"unknown protein"
	at_At4g33120	mips_01_07_01	"putative protein"
	Validation Accuracy: 5/6 (83.33%)
	Validation Frequency class 'mips_01_07': 79/2658 (2.97%)

	Evaluation on propertest data (4472 items):
	at_At1g55450	mips_01_06_01	"unknown protein"
			mips_01_07
			mips_01_07_01
	at_At1g67980	mips_01_07_01	"S-adenosyl-L-methionine:trans-caffeoyl-Coenzyme A 3-O-methyltransferase"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_17_03
			mips_01_20_50
			mips_11_05_05
			mips_11_05_05_01
			mips_13_03
			mips_13_03_01
	at_At2g01460 -	mips_01_03	"unknown protein"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_04_03
			mips_01_04
			mips_01_04_01
			mips_63_19_05
			mips_63_19_99
	at_At1g20570 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_01_01_11
			mips_03_03_05
			mips_03_03_05_01
			mips_03_03_05_99
			mips_30_04
			mips_30_04_05
			mips_30_04_99
			mips_40_04_05
			mips_40_05
			mips_63_07
	at_At1g23360	mips_01_07_01	"spore germination protein c2"
			mips_01_20_05
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
			mips_40_26
			mips_40_26_03
	at_At3g06930 -	mips_04_05_01_04_99	"putative arginine methyltransferase"
			mips_06_07_09
			mips_06_07_99
			mips_10_01_99
			mips_11_01_99
			mips_14_01_01
			mips_30_10_03
			mips_48
			mips_62_01_01
			mips_62_01_07
	at_At3g15530 -	mips_01_20_05	"unknown protein"
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
	at_At3g18000	mips_01_06_01	"methyltransferase, putative"
			mips_01_07
			mips_01_07_01
			mips_04_05_05
			mips_40_99
	at_At3g02320 -	mips_04_03	"hypothetical protein"
			mips_04_03_03
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_99
			mips_40_16
	at_At3g23510	mips_01_06_01	"cyclopropane-fatty-acyl-phospholipid synthase, putative"
			mips_01_07
			mips_01_07_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_05
			mips_40_99
	at_At3g56330 -	mips_04_03	"N2,N2-dimethylguanosine tRNA methyltransferases-like protein"
			mips_04_03_03
			mips_04_03_06
			mips_04_05_05_99
	at_At4g22530	mips_01_07_01	"putative protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
	at_At5g15810 -	mips_04_03	"N2,N2-dimethylguanine tRNA methyltransferase-like protein"
			mips_04_03_03
			mips_04_03_06
			mips_04_05_05_99
	at_At5g37530	mips_01_07_01	"putative protein"
			mips_06_13_01
	at_At5g50110 -	mips_03_03_03	"putative protein"
	Propertest Accuracy: 7/15 (46.67%)
	Propertest Frequency class 'mips_01_07': 159/4472 (3.56%)

	New (unknown) data (2658 items):
	at_At1g22800 -	no entry	null
	at_At1g33170 -	no entry	null
	at_At1g69520 -	no entry	null
	at_At1g71220 -	no entry	null
	at_At2g26680 -	no entry	null
	at_At3g23480 -	no entry	null
	at_At3g60910 -	no entry	null
	at_At2g43910 -	no entry	null
	at_At5g10910 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At5g49560 -	no entry	null
	at_At1g04430 -	no entry	null
	at_At2g03480 -	no entry	null
	at_At5g17660 -	no entry	null
	at_At1g64600 -	no entry	null
	at_At3g17990 -	no entry	null
	at_At3g05100 -	no entry	null
	at_At4g14000 -	no entry	null


------------------
Rule 2912
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,ovis),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vigna),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,schizosaccharomyces),keyword(_2,mitochondrion) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiales),db_ref(_2,prosite) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,desulfurococcaceae),db_ref(_2,pfam) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,bacillales) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
	->  class mips_01_07 "metabolism of vitamins, cofactors, and prosthetic groups"

	Evaluation on training data (5270 items):
	at_At1g19440 -	mips_01_06_01_05	"very-long-chain fatty acid condensing enzyme CUT1, putative"
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g27680	mips_01_01	"ADP-glucose pyrophosphorylase, putative"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
			mips_30_01
	at_At1g49350 -	mips_01	"unknown protein"
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_03_01_03
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_40_03
	at_At1g66960	mips_01_06_01_07	"putative protein"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At1g68530	mips_01_06_01	"very-long-chain fatty acid condensing enzyme (CUT1)"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g06020 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g06030 -	mips_02	"fructokinase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g69190	mips_01_01_01	"putative dihydropterin pyrophosphokinase/dihydropteroate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_07
			mips_01_07_01
	at_At1g69200 -	mips_01_03_01	"putative fructokinase"
			mips_01_05
			mips_01_05_01_01
			mips_02_01
	at_At1g78500	mips_01_06_01	"Putative Oxidosqualene Cyclase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_40_07
	at_At1g78510	mips_01_06	"polyprenyl diphosphate synthase (At-trans-PT)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_16
	at_At1g78950	mips_01_06_01_07	"hypothetical protein"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At1g78970	mips_01_06_01_07	"putative protein"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At4g34250	mips_01_06_01_05	"fatty acid elongase - like protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At4g34520	mips_01_06_01	"fatty acid elongase 1"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At1g02050	mips_01_06_01_05	"unknown protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g15090	mips_01	"putative fatty acid elongase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At2g16280	mips_01_06_01_05	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g18620	mips_01_06	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	at_At2g23800	mips_01_06_01	"pregeranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At2g34970	mips_01_01	"putative translation initiation factor eIF-2B epsilon subunit"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_05
			mips_05_04
			mips_40_03
	at_At2g46720	mips_01_06	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At3g09820 -	mips_01_03_01	"putative adenosine kinase"
			mips_01_03_01_03
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At3g10280	mips_01_06	"putative fatty acid elongase 3-ketoacyl-CoA synthase 1"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At3g12070 -	mips_01_06_07	"unknown protein"
			mips_06_07_01
			mips_10_01_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At3g14550	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase (GGPS3)"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g29430	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g32040	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g48680 -	mips_13_01_01	"putative protein"
			mips_13_01_01_01
			mips_13_07
			mips_63_06
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At3g52160 -	mips_01_06_01	"beta-ketoacyl-CoA synthase like protein"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At3g55590	mips_01_05_01_03_02	"mannose-1-phosphate guanylyltransferase-like protein"
			mips_01_07_01
			mips_02_19
	at_At3g59480 -	mips_01_05_01_01_01	"fructokinase-like protein"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At4g10260 -	mips_02	"fructokinase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At4g15340 -	mips_01_06_01_07	"pentacyclic triterpene synthase (04C11)"
			mips_01_06_01_07_11
	at_At4g18300	mips_01_07_01	"initiation factor-2Bepsilon-like protein"
	at_At4g27600 -	mips_01_03	"carbohydrate kinase like protein"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
			mips_40_03
	at_At4g34850	mips_01_06_01_05	"chalcone synthase - like protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At5g12210 -	mips_01_06	"Rab geranylgeranyltransferase, beta subunit"
			mips_01_06_07
			mips_06_07
			mips_06_07_01
			mips_10_01_99
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At5g13930	mips_01_06_01_05	"chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At5g19220	mips_01_05_01_03	"Glucose-1-phosphate adenylyltransferase (ApL1/adg2)"
			mips_01_05_01_03_02
			mips_01_07
			mips_02_19
	at_At5g42600	mips_01_06_01_07	"cycloartenol synthase"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At5g48010	mips_01_06_01_07	"cycloartenol synthase"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At5g49070 -	mips_01_06_01	"fatty acid elongase; beta-ketoacyl-CoA synthase-like protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
	at_At5g51830 -	mips_01_05_01_01_01	"fructokinase 1"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At5g56760 -	mips_01_01	"serine O-acetyltransferase (EC 2.3.1.30) Sat-52 (pir||S71207)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_20
			mips_01_20_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At5g66510	mips_01_02	"ferripyochelin-binding protein-like"
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_30_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At1g74910	mips_01_05_01_03	"putative GDP-mannose pyrophosphorylase"
			mips_01_05_01_03_02
			mips_01_07_01
	at_At5g03300 -	mips_01_03_01	"adenosine kinase (MOK16.21)"
			mips_01_03_01_03
			mips_02_07
			mips_02_07_03
	at_At5g47770	mips_01_06	"farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_03
	at_At5g54390 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
	Training Accuracy: 31/50 (62.00%)
	Training Frequency class 'mips_01_07': 176/5270 (3.34%)

	Evaluation on validation data (2658 items):
	at_At1g19580 -	mips_01_02	"unknown protein"
			mips_01_20_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_07
			mips_63_06
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At1g25450 -	mips_01_06_01_05	"unknown protein"
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g04220 -	mips_01_06	"putative beta-ketoacyl-CoA synthase (At1g04220)"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At1g05610	mips_01_05_01_03	"putative ADP-glucose pyrophosphorylase, small subunit precursor"
			mips_01_05_01_03_02
			mips_01_07
			mips_02_19
	at_At1g78480	mips_01_06	"similar to oxidosqualene cyclase dbj|BAA33462.1"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_40_07
	at_At1g78960 -	mips_01_06_01_07	"hypothetical protein"
			mips_01_06_01_07_11
	at_At1g06730 -	mips_01_03_01	"sugar kinase, putative"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g07720	mips_01_06_01	"fatty acid elongase 3-ketoacyl-CoA synthase, putative"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g07050	mips_01_06	"cycloartenol synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_06_07
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_07
	at_At1g15490 -	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11
			mips_11_07
			mips_40_19
	at_At2g26640 -	mips_01_06_01_05	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_20_35_01
	at_At2g39770 -	mips_01_05_01_03_02	"GDP-mannose pyrophosphorylase"
			mips_02_19
	at_At3g13110 -	mips_01_01	"serine acetyltransferase (Sat-1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05_01_03
			mips_01_20_01
	at_At3g14510	mips_01_06_01	"geranylgeranyl pyrophosphate synthetase, putative"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At4g17190	mips_01_06_01_07	"farnesyl-pyrophosphate synthetase FPS2"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
	at_At4g34510 -	mips_01_06_01	"putative ketoacyl-CoA synthase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35_01
	at_At4g35640 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_01_06_01
			mips_01_06_01_03
			mips_11_05_01
			mips_11_07
			mips_11_07_03
			mips_30_01
			mips_30_34
			mips_30_34_07
	at_At5g09290 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase-like protein"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_10_01_09
			mips_10_01_09_11
	at_At5g36150	mips_01_06	"putative protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_40_07
	at_At5g43910 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At5g60540	mips_01_03_04	"imidazoleglycerol-phosphate synthase subunit H - like"
			mips_01_03_04_03
			mips_01_07_01
	at_At5g63510 -	mips_01_05	"unknown protein"
			mips_13
			mips_13_01_01_01
			mips_13_07
			mips_40_04
			mips_63_01
			mips_67
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At5g63990 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_10_01_09
			mips_10_01_09_11
	Validation Accuracy: 8/23 (34.78%)
	Validation Frequency class 'mips_01_07': 79/2658 (2.97%)

	Evaluation on propertest data (4472 items):
	at_At1g03030	mips_01_03_04	"unknown protein"
			mips_01_03_04_03
			mips_01_04_01
			mips_01_07_01
			mips_63_19_05
			mips_63_19_99
	at_At1g32060 -	mips_01_03_04	"unknown protein"
			mips_01_03_04_03
			mips_01_04_01
			mips_63_19_05
			mips_63_19_99
	at_At1g47260 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_02
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_01_06_01
			mips_01_06_01_03
			mips_05_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_07
			mips_30_01
			mips_30_04
			mips_30_34
			mips_30_34_07
			mips_63_06
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At1g49530 -	mips_01_06_01_07	"geranyl geranyl pyrophosphate synthase, putative"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At1g55920 -	mips_01_01_01	"serine acetyltransferase"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_20_01
	at_At1g62640 -	mips_01_06_01_05	"3-ketoacyl-acyl carrier protein synthase III (KAS III)"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At1g01120 -	mips_01_06_01_07	"putative fatty acid elongase 3-ketoacyl-CoA synthase 1 (At1g01120)"
			mips_01_06_01_07_11
	at_At1g80280 -	mips_11_07	"unknown protein"
			mips_30_01
	at_At1g66430 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g71160	mips_01_06_01_05	"putative ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g18640	mips_01	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40
			mips_40_03
	at_At2g21590	mips_01_05_01_03	"putative ADP-glucose pyrophosphorylase large subunit"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
	at_At2g26250	mips_01_06_01	"beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g28630 -	mips_01_06_01	"putative fatty acid elongase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At2g31390 -	mips_02_01	"putative fructokinase"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At2g34630	mips_01_06_01	"putative trans-prenyltransferase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
	at_At2g04650	mips_02	"putative GDP-mannose pyrophosphorylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_30
			mips_30_01
			mips_40_03
	at_At2g17640 -	mips_01	"serine acetyltransferase (Sat-106)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_01
			mips_05
			mips_05_04
			mips_63
			mips_99
	at_At3g02720 -	mips_06_13_01	"unknown protein"
	at_At3g14530	mips_01_06_01	"putative geranylgeranyl pyrophosphate synthase GGPS3"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g20160	mips_01_06_01_07	"geranyl geranyl pyrophosphate synthase, putative"
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g45130	mips_01_06	"oxidosqualene cyclase - like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
	at_At3g54090 -	mips_01_03_01	"fructokinase - like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At4g05090 -	mips_01	"3'(2'),5'-BISPHOSPHATE NUCLEOTIDASE -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_01_04
			mips_01_04_99
			mips_01_06
			mips_01_06_01
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_11
			mips_11
			mips_11_01
			mips_40_03
			mips_40_16
	at_At3g02270	mips_01_01	"putative translation initiation factor EIF-2B epsilon subunit"
			mips_02
			mips_01_05_01
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_05
			mips_05_04
	at_At4g15370	mips_01_06	"lupeol synthase like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_40
	at_At4g36810	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At4g39210	mips_01_05_01_03_02	"glucose-1-phosphate adenylyltransferase (APL3)"
			mips_01_07_01
			mips_02_19
	at_At5g04530 -	mips_01_06_01	"fatty acid elongase - like protein"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At4g00040	mips_01_06_01_07	"putative chalcone synthase"
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At4g30000	mips_01_01_01_11	"dihydropteroate synthase-like protein"
			mips_01_01_01_11_13
			mips_01_07_01
	at_At4g30570	mips_01_05_01_03	"GDP-mannose pyrophosphorylase like protein"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_05_04
			mips_30_01
	at_At4g38460	mips_01_06	"geranylgeranyl pyrophosphate synthase-related protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	at_At5g43760 -	mips_01_06	"beta-ketoacyl-CoA synthase"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At5g58730 -	mips_02	"unknown protein"
			mips_01_05_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At5g63980 -	mips_01_01_01	"3'(2'),5'-bisphosphate nucleotidase"
			mips_01_02_01
			mips_01_03_01
			mips_01_06_01
	at_At5g64000 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase (emb|CAB05889.1)"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_10_01_09
			mips_10_01_09_11
	Propertest Accuracy: 18/37 (48.65%)
	Propertest Frequency class 'mips_01_07': 159/4472 (3.56%)

	New (unknown) data (2658 items):
	at_At5g19150 -	no entry	null
	at_At1g53000 -	no entry	null
	at_At2g27490 -	no entry	null
	at_At3g04240 -	no entry	null
	at_At4g05210 -	no entry	null


------------------
Rule 5163
	eval(_1,_2,4.0e-3-0.1),classification(_2,urochordata) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,entamoebidae) = 1
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,oryctolagus_cuniculus__rabbit_),desc(_2,receptor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,euteleostomi) = 1
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,nuclear_protein),db_ref(_2,mgd) = 1
	->  class mips_10_01 "intracellular signalling"

	Evaluation on training data (5270 items):
	at_At1g17750 -	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g19090	mips_10	"receptor-like serine/threonine kinase (RKF2)"
			mips_10_01_01
	at_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g23700 -	mips_01_04	"putative Ser/Thr protein kinase"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At1g02970 -	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g25390	mips_10_01_01	"putative protein"
	at_At1g26150	mips_01	"Pto kinase interactor, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06
			mips_06_07
			mips_06_07_03
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
			mips_99
	at_At1g03160 -	mips_30_16	"hypothetical protein"
			mips_63_17_01
	at_At1g29740 -	mips_08_13	"Putative receptor-like serine/threonine kinase"
			mips_11_05_01
	at_At1g30580 -	mips_04_03	"putative GTP-binding protein"
			mips_04_03_06
			mips_05_99
	at_At1g30640 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At1g32320 -	mips_03	"MAP kinase, putative"
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_13
			mips_13_11
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g33770 -	mips_03_03_01_01	"protein kinase, putative"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g33880 -	mips_08_02	"AIG1-like protein"
	at_At1g34110	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g03740 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_23
			mips_30_04
			mips_30_04_05
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g47590	mips_08_16	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At1g48480 -	mips_10_05	"protein kinase, putative"
	at_At1g49160	mips_01_04	"putative kinase (At1g49160)"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_63_19
	at_At1g01200	mips_08_16	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g04440 -	mips_06_07_03	"putative casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
	at_At1g51170 -	mips_03_01_03	"putative serine/threonine protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g53050 -	mips_01_04	"cell division-related protein, putative"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At1g53440 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g53570 -	mips_01_02_01	"MEK kinase MAP3Ka, putative"
			mips_01_02_01_07
	at_At1g54510 -	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g55610 -	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At1g60940 -	mips_01_04	"putative serine/threonine-protein kinase"
			mips_04_09
			mips_06_07
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g61500 -	mips_10_05	""
	at_At1g62750 -	mips_05_04_02	"elongation factor G, putative"
			mips_63_19_05
	at_At1g65190	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g66750 -	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g67510	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g67580 -	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g68690	mips_01	"protein kinase, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
	at_At1g70430	mips_04_05_01_04_01	"hypothetical protein"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04_03_01
			mips_14_04_09
			mips_14_04_09_01
			mips_30_04_03
			mips_30_04_05
			mips_40_04_03
	at_At1g73450 -	mips_03_03_01_01	""
			mips_03_03_04
			mips_03_03_04_07
	at_At1g73460 -	mips_03	""
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_11
			mips_11_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_63_19
	at_At1g73670	mips_10_01_05	"putative MAP kinase (At1g73670)"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_13_05
			mips_14_04_03_01
			mips_30_04_05
	at_At1g75840	mips_10_01_05_05	"rac-like GTP binding protein (ARAC5)"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At1g76540 -	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720 -	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At1g78290	mips_03_03_01_02	"protein kinase 1 like protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g79570 -	mips_06_07_03	"hypothetical protein"
			mips_14_01_03
			mips_14_04_03_01
	at_At1g79640 -	mips_01_02	"hypothetical protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10_02
	at_At2g22870 -	mips_04	"putative nucleotide-binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_05
			mips_05_04
			mips_14
			mips_14_01
			mips_30
			mips_30_01
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_19
			mips_63_19_05
			mips_99
	at_At2g26730 -	mips_10_05	"putative receptor-like protein kinase"
	at_At2g31800 -	mips_01_04	"putative protein kinase"
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_05
			mips_14_04_03
			mips_14_04_03_01
			mips_40_02
	at_At2g33580 -	mips_10_05	"putative protein kinase"
	at_At2g38840 -	mips_01_03	"putative guanylate binding protein"
			mips_01_03_01
			mips_01_03_01_01
			mips_11_05_03
			mips_20_25
			mips_20_25_16
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_21
			mips_63_19_05
			mips_63_19_99
	at_At3g23340 -	mips_01_04	"putative casein kinase I"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_06_07
			mips_10_05
	at_At3g47090 -	mips_11_05_01	"receptor kinase-like protein"
	at_At4g19640	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At4g26890 -	mips_01_04	"putative NPK1-related protein kinase"
			mips_06_07
			mips_13_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
	at_At4g33950	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_At2g01820 -	mips_14_01_03	"putative receptor-like protein kinase"
	at_At2g05060 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g17700 -	mips_25_05_10	"putative protein kinase"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g18770	mips_06_04	"putative signal recognition particle receptor beta subunit"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
	at_At2g19130	mips_10_01_01	"putative receptor-like protein kinase"
			mips_11_07_03
	at_At1g08650	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g20470 -	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_10
			mips_40_10
	at_At1g08720	mips_01_04	"MAP kinase kinase kinase EDR1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At1g09000 -	mips_14_04_03	"NPK1-related protein kinase 1S (ANP1)"
			mips_14_04_03_01
			mips_30_04_05
	at_At2g25220	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At2g25610 -	mips_08_13	"putative vacuolar ATP synthase proteolipid subunit"
			mips_40_25
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g26830 -	mips_01_04	"putative choline kinase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_13
			mips_01_20
			mips_01_20_17
			mips_01_20_17_01
			mips_40_03
			mips_40_07
	at_At2g31060	mips_05_04_02	"putative GTP-binding protein"
			mips_10_01_05_05
			mips_63_19_05
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g32510 -	mips_63_19	"putative protein kinase"
	at_At2g32850 -	mips_04_09	"serine/threonine protein kinase like protein"
			mips_06_07_03
			mips_13_07
			mips_25_05_25
			mips_40_04_03
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g37470 -	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At2g37840 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g38490	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_05
			mips_05_04
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At2g40120 -	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g40500 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g40560 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40730 -	mips_13_07	"unknown protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g40870 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41920 -	mips_04_09	"putative protein kinase"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g41930 -	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g42630	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At1g10630	mips_06_04	"similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_02
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g45030 -	mips_05	"putative mitochondrial translation elongation factor G"
			mips_05_04
			mips_05_04_02
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_01
			mips_63_19
	at_At2g45490 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At1g10940 -	mips_01_04	"Ser/Thr kinase"
			mips_04_09
			mips_06_07
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g11050 -	mips_10_05	"Ser/Thr protein kinase isolog"
	at_At3g07700 -	mips_67_50	"unknown protein"
			mips_67_50_25
	at_At3g07980 -	mips_01_04	"putative MAP3K epsilon protein kinase"
			mips_13_07
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At3g09900	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g10350 -	mips_08	"putative ATPase"
			mips_08_01
			mips_11_07
			mips_30_03
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g10540	mips_01	"putative 3-phosphoinositide-dependent protein kinase-1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_63
			mips_63_19
	at_At3g11630	mips_10_01_05	"putative 2-cys peroxiredoxin"
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_05
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_33
			mips_33_03
			mips_33_03_15
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_03
			mips_37_03_21_03_01
			mips_40_27
			mips_67_15
	at_At3g12200 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g13065 -	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g13530 -	mips_13	"MAP3K epsilon protein kinase"
			mips_13_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_63_07
	at_At3g13690	mips_01_01_01_11	"protein kinase, putative"
			mips_06_07_03
			mips_10_01_05_01
	at_At3g14720 -	mips_13_05	"putative MAP kinase"
			mips_20_25_16
	at_At3g14840 -	mips_11_05_01	"receptor-like serine/threonine kinase, putative"
	at_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g15220 -	mips_14_04_03	"putative MAP kinase"
			mips_14_04_03_01
			mips_30_04_05
	at_At1g11330 -	mips_11_07_03	"receptor-like protein kinase, putative"
	at_At1g11390 -	mips_67_50	"similar to hypethetical 62.8 KD protein in SSE1-CAR1 intergenic region sp|Q02981; similar to ESTs gb|AI998535, emb|F15402"
			mips_67_50_25
	at_At3g17850 -	mips_14_01_03	"protein kinase, putative"
			mips_14_04_03
			mips_14_04_03_01
	at_At3g18040	mips_10_01_05_01	"MAP kinase like protein"
			mips_10_01_05_01_03
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_14_10_02
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g21220	mips_03_03_01_02	"MAP kinase kinase 5"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g22750 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g24430 -	mips_03_99	"mrp protein, putative"
			mips_40_30
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At3g24540 -	mips_10_05	"protein kinase, putative"
			mips_40_02
	at_At3g25250 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g28450	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g28690	mips_10	"protein kinase, putative"
			mips_10_01_01
			mips_98
	at_At3g44200 -	mips_03_03_01_01	"protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At3g44610 -	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g45780 -	mips_14_01_03	"nonphototropic hypocotyl 1 (NPH1)"
	at_At3g46140	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g50000	mips_01_04	"CASEIN KINASE II, ALPHA CHAIN 2 (CK II)"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01
			mips_13_11
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g50230	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At3g50500 -	mips_04_09	"protein kinase SPK-2"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g51300	mips_10_01_05	"rac-like GTP binding protein Arac11"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11_01
			mips_13_05
			mips_13_07
			mips_13_11
			mips_30_04
	at_At3g52530	mips_10_01_01	"putative protein"
	at_At3g53570	mips_03_03_01_02	"protein kinase (AME2/AFC1)"
			mips_03_03_01_03
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g53610	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At3g57120 -	mips_10_05	"unknown protein"
	at_At3g57710	mips_10	"protein kinase - like protein"
			mips_10_01_01
	at_At3g59350 -	mips_10_05	"protein kinase-like protein"
	at_At3g59790	mips_01_04	"mitogen-activated protein kinase-like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At3g61960 -	mips_01_04	"serine/threonine-protein kinase-like protein"
			mips_06_07
			mips_20
			mips_20_25
			mips_20_25_16
	at_At3g63150 -	mips_08_16	"rac-GTP binding protein like"
			mips_63_17
			mips_63_17_01
	at_At4g01660 -	mips_01_04	"putative ABC transporter"
			mips_02_11
			mips_02_13
			mips_06_01
			mips_06_10
			mips_14_10
			mips_14_10_02
			mips_67_50
			mips_67_50_25
	at_At4g02060 -	mips_40_10_03	"PROLIFERA"
	at_At4g08470	mips_04_09	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_13
			mips_25
			mips_25_05
			mips_25_05_13
			mips_30
			mips_30_04
			mips_33_03_13
			mips_35_03_17
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At4g08500 -	mips_13_11_03	"MEKK1/MAP kinase kinase kinase"
			mips_13_11_03_13
			mips_40_04_03
	at_At4g08800 -	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g10650 -	mips_14	"putative protein"
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_63_19
	at_At4g11470 -	mips_10_05	"serine/threonine kinase-like protein"
	at_At4g11530	mips_10	"serine/threonine kinase-like protein (fragment)"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At4g13020 -	mips_03_01_03	"serine/threonine-specific protein kinase MHK"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g14340 -	mips_06_07_03	"casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At4g14350 -	mips_03_03_01_01	"protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
	at_At4g14480	mips_10_01	"kinase like protein"
			mips_10_01_01
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At4g14580 -	mips_01_04	"CBL-interacting protein kinase 4 (CIPK4)"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
	at_At4g14780 -	mips_01_04	"kinase like protein"
			mips_06_07
			mips_10_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
	at_At4g17530	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g18330 -	mips_05_01	"translation initiation factor eIF-2 gamma chain-like protein"
			mips_05_04
			mips_05_04_02
			mips_14_01
			mips_14_01_03
			mips_40_10_03
	at_At4g18710 -	mips_14_01_03	"shaggy-like protein kinase etha (EC 2.7.1.-)"
			mips_25_05_07
	at_At4g19110 -	mips_01_04	"putative serine/threonine-protein kinase"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g20360 -	mips_05	"translation elongation factor EF-Tu precursor, chloroplast"
			mips_05_04
			mips_05_04_02
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_03
			mips_63_01
			mips_63_19
			mips_63_19_05
	at_At4g20890 -	mips_25	"tubulin beta-9 chain"
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_04
			mips_30_04_05
			mips_30_30
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_63_07
			mips_63_19
	at_At4g23210 -	mips_10_05	"serine/threonine kinase - like protein"
	at_At4g24400 -	mips_04_09	"serine/threonine kinase-like protein"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_25
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_04_03
	at_At4g25390	mips_10_01_99	"receptor kinase-like protein"
			mips_10_05
	at_At1g12460	mips_06	"hypothetical protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At4g28540	mips_01	"protein kinase ADK1-like protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g28860 -	mips_04_09	"protein kinase - like protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g28950	mips_10_01_05_05	"rac GTP binding protein Arac7"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g32250 -	mips_04_09	"putative protein"
			mips_25_05_25
			mips_40_04_03
	at_At4g32530 -	mips_08_13	"H+-transporting ATPase like protein"
			mips_40_25
			mips_67_15
			mips_67_50_22
	at_At4g33080 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_10
			mips_14_10_02
	at_At4g34720 -	mips_06_10	"vacuolar H+-transporting ATPase 16K chain"
			mips_08_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g35020	mips_10_01_05_05	"Rho1Ps homolog/ Rac-like protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35860	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g35950	mips_10_01_05_05	"ras-related small GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g36180 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At4g36950 -	mips_01_05_04	"MAP3K-like protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g37190 -	mips_03_99	"tubulin-like protein"
			mips_14_01
			mips_30_04
			mips_30_04_05
			mips_40_04_05
			mips_48
			mips_63_07
	at_At4g38920 -	mips_06_10	"H+-transporting ATPase 16K chain P2, vacuolar"
			mips_08_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g39520 -	mips_40_16	"GTP-binding - like protein"
			mips_63_19_05
	at_At4g39890	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g10260	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g11410	mips_10_01	"putative protein"
			mips_10_01_01
			mips_10_05
	at_At5g12000 -	mips_01_01_01_11	"putative receptor - like kinase"
	at_At5g12090 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g13650	mips_05_04	"GTP-binding protein typA (tyrosine phosphorylated protein A)"
			mips_05_04_02
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At5g14640 -	mips_25_05_07	"protein kinase MSK-3 - like"
	at_At5g14670	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g18700 -	mips_01_04	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_07
			mips_30_04
			mips_30_04_05
	at_At5g22370 -	mips_63_19_03	"putative protein"
			mips_63_19_05
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g26150 -	mips_01_01_01_11	"putative protein"
	at_At5g28290	mips_01_02_01	"serine (threonine) protein kinase - like"
			mips_01_02_01_07
			mips_10_01
			mips_10_01_01
			mips_63_19
	at_At5g35390	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g35410 -	mips_04_09	"serine/threonine protein kinase SOS2 (gb|AAF62923.1)"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g39440	mips_01_04	"serine/threonine-specific protein kinase -like protein"
			mips_01_06_01
			mips_01_06_01_05
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_12
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g45430 -	mips_03_03_01_01_09	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g50000 -	mips_25_05_13	"protein kinase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g50330 -	mips_02	"putative protein"
			mips_01_04
			mips_02_11
			mips_02_13
			mips_06_01
			mips_06_10
			mips_40_16
			mips_67_50
			mips_67_50_25
	at_At5g51270 -	mips_01_01_01	"putative protein"
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g53450 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g55560 -	mips_04_09	"putative protein"
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g55910 -	mips_03_01	"serine/threonine-specific protein kinase ATPK64 (pir||S20918)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At5g56460 -	mips_10_05	"protein kinase-like protein"
	at_At5g58380 -	mips_03_01_05	"SOS2-like protein kinase PKS2"
			mips_03_01_05_03
			mips_03_03_01_01
			mips_03_03_02
			mips_25_05_25
			mips_40_10_03
	at_At5g58940	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
	at_At5g58950	mips_01_04	"protein kinase 6 - like"
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_63_19
	at_At5g59150	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g59700	mips_10_01	"receptor-like protein kinase precursor - like"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At5g62310 -	mips_01_04	"IRE (root hair elongation)"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01
			mips_14_01_03
			mips_25_03
	at_At5g63610	mips_10_01	"cdc2-like protein kinase-like protein"
			mips_11_01_99
			mips_14_01_99
			mips_63_19
	at_At5g63940 -	mips_10_05	"putative protein"
	at_At5g64940 -	mips_02_13	"ABC transporter-like"
			mips_67_50
			mips_67_50_25
	at_At5g66470 -	mips_06_07_03	"GTP-binding protein-like"
			mips_62_02_05
			mips_63_19_05
	at_At1g15530	mips_10	"hypothetical protein"
			mips_10_01_01
			mips_98
	at_At5g05200 -	mips_01_04	"unknown protein"
			mips_13_11_03
			mips_13_11_03_01
			mips_14_01
			mips_14_10
			mips_14_10_02
	at_At5g05620 -	mips_30_04_05	"tubulin gamma-2 chain (sp|P38558)"
			mips_40_04
			mips_40_04_05
			mips_48
			mips_63_07
			mips_63_19
	at_At5g07620	mips_10_01	"putative protein"
			mips_10_01_01
	at_At1g20090	mips_10_01_05_05	"RAC-like GTP-binding protein ARAC4"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g03530	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g03640 -	mips_01_02	"protein kinase -like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g08160 -	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g16590	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g17060	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g60090 -	mips_10_05	"protein kinase - like"
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g60900 -	mips_11_07_03	"S-receptor kinase homolog 2 precursor"
	at_At5g66880	mips_01	"protein kinase, 41K (EC 2.7.1.-) (pir||S71172)"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_19
			mips_98
	at_At5g67080 -	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At3g09910	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	Training Accuracy: 93/234 (39.74%)
	Training Frequency class 'mips_10_01': 400/5270 (7.59%)

	Evaluation on validation data (2658 items):
	at_At1g28550	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g01450	mips_01_04	"hypothetical protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_14_10
			mips_14_10_02
	at_At1g49180 -	mips_01_04	"similar to MAP/ERK kinase kinase 3 gi|4505153"
			mips_13_03
			mips_13_03_01
			mips_14_01
	at_At1g03920 -	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	at_At1g54610 -	mips_03_03_01_01_09	"Unknown protein (T22H22.5)"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g57700 -	mips_03_01_03	""
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g61360 -	mips_11_07_03	"S-like receptor protein kinase; member of gene cluster; similar to EST gb|T41816"
			mips_67_15
	at_At1g61590 -	mips_10_05	"putative protein"
	at_At1g64210	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g68830	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At1g70130 -	mips_10_05	"hypothetical protein"
	at_At1g70450	mips_10_01	"putative protein kinase"
			mips_10_01_01
	at_At1g70530	mips_10	"putative protein kinase"
			mips_10_01_01
	at_At1g05200 -	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR3.4)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At1g05810	mips_06_04	"RAS-related protein ARA-1"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g72660 -	mips_63_19_05	"putative GTP-binding protein"
	at_At1g73640	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g73690 -	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g74320 -	mips_01_06_01	"putative choline kinase"
			mips_01_06_01_01
			mips_01_06_13
			mips_01_20_17
			mips_01_20_17_01
			mips_10
	at_At1g74490	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At1g79250 -	mips_01_04	"hypothetical protein"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
	at_At1g06400	mips_08_07	"putative protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At1g09450 -	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g09630	mips_06_04	"putative RAS-related protein, RAB11C"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g09840 -	mips_14_01_03	"shaggy-like protien kinase, kappa"
	at_At1g16270 -	mips_01_04	"putative Ser/Thr protein kinase"
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_05
			mips_14_10
			mips_14_10_02
			mips_63_17
			mips_63_17_01
	at_At1g16760 -	mips_01_01_01_11	"hypothetical protein"
	at_At1g18670 -	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_23
	at_At1g21230	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g53510	mips_10_01_05_01	"mitogen-activated protein kinase homologue"
			mips_10_01_05_01_03
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_14_10
			mips_14_10_02
	at_At1g53700 -	mips_14_01_03	"auxin-induced protein kinase, putative"
	at_At1g65950 -	mips_25_05_13	"unknown protein (At1g65950)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_50
			mips_67_50_25
	at_At2g14750 -	mips_01_02	"putative adenosine phosphosulfate kinase"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_04_99
			mips_01_05_01_03_01
			mips_01_06_99
			mips_06_07_99
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g18530 -	mips_06_07	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At2g20040 -	mips_01_04	"putative cAMP-dependent protein kinase"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At2g23950	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g25760 -	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g25880 -	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g26980 -	mips_04_09	"CBL-interacting protein kinase 3 (CIPK3)"
			mips_40_04_03
	at_At2g27700 -	mips_04	"putative translation initiation factor IF2"
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_05
			mips_40
			mips_40_16
			mips_63
			mips_63_19
	at_At2g30980 -	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g36350 -	mips_03_03_04	"putative protein kinase"
			mips_03_03_04_07
	at_At2g36570	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g40580	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g44830 -	mips_01_02	"protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10_02
	at_At2g46070	mips_01_04	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_11
			mips_11_01
			mips_11_01_03
			mips_13
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_63_19
	at_At3g49870	mips_06_04	"ADP-RIBOSYLATION FACTOR like protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At2g01450	mips_10_01_05_01	"putative MAP kinase"
			mips_10_01_05_01_03
			mips_13_03
			mips_13_03_01
			mips_13_05
	at_At2g24370 -	mips_01_01_01	"putative protein kinase"
			mips_01_01_01_11
	at_At3g53640	mips_06_07_03	"protein kinase -like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_01
	at_At3g53930 -	mips_14_04_03_01	"putative protein"
			mips_30_04_05
	at_At3g58760	mips_06	"unknown protein"
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14_01_03
			mips_14_20
			mips_25_05
			mips_25_05_09
			mips_25_05_10
			mips_40
			mips_63_19
	at_At3g61650 -	mips_14_01	"tubulin gamma-1 chain"
			mips_30_04
			mips_30_04_05
			mips_40_04_05
			mips_48
			mips_63_07
	at_At3g06670 -	mips_01_05_04	"unknown protein"
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g24720 -	mips_01	"protein kinase, putative"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_13
			mips_25_05_25
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_98
	at_At3g26060	mips_10_01_05	"putative peroxiredoxin"
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_05
			mips_14_01_01
			mips_14_04_07
			mips_33_03_15
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_03
			mips_37_03_21_03_01
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g46930	mips_06_07_03	"protein kinase 6-like protein"
			mips_10_01_05
			mips_10_01_05_01
	at_At3g48750 -	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g08730 -	mips_63_17_01	"putative ribosomal-protein S6 kinase (ATPK6)"
	at_At3g09010	mips_10_01	"putative receptor ser/thr protein kinase"
			mips_10_01_01
			mips_10_05
	at_At4g08190	mips_10_01_05_05	"Rab-like protein"
			mips_10_01_05_05_01
	at_At4g08480 -	mips_01_04	"putative mitogen-activated protein kinase"
			mips_04_09
			mips_11_05_01
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At4g10010 -	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_At4g13000 -	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g15800 -	mips_03_03	"OEP8 like protein"
			mips_06_04
			mips_08
			mips_08_02
			mips_30_26
			mips_30_26_03
			mips_40_04
			mips_40_04_03
			mips_40_26
			mips_40_26_03
			mips_67_99
	at_At4g17170	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At4g18250 -	mips_11_05_03	"receptor serine/threonine kinase-like protein"
	at_At4g18480 -	mips_01_20	"protein ch-42 precursor, chloroplast"
			mips_01_20_19
			mips_01_20_19_01
	at_At4g18640	mips_10	"putative protein (fragment)"
			mips_10_01_01
	at_At4g23050	mips_06_07_03	"putative serine/threonine kinase"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_01_05_05
			mips_13_05
			mips_13_05_99
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_14_01_05
			mips_14_01_99
			mips_30_04_03
			mips_40_08
	at_At4g23740 -	mips_10_05	"putative receptor kinase"
	at_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26100 -	mips_01_04	"Col-0 casein kinase I like protein"
	at_At4g26610 -	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_At4g29810 -	mips_01_02	"MAP kinase kinase 2"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g05000	mips_01_03_10	"GTP-binding protein (gb|AAD09203.1)"
			mips_06_04
			mips_08_02
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_11_05
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At5g06820 -	mips_11_05_01	"receptor-like protein kinase"
	at_At5g09890 -	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	at_At5g18530 -	mips_06_07_05	"unknown protein"
			mips_13_05
			mips_33_03_13
	at_At5g20020	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g35370 -	mips_10_05	"receptor-like protein kinase - like protein"
			mips_11_07
			mips_11_07_03
			mips_67_15
	at_At5g38210	mips_10_01	"protein kinase - like protein"
			mips_10_01_01
	at_At5g41730	mips_06_07_03	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
	at_At5g43320 -	mips_03_01_05_01	"casein kinase I"
			mips_20_11
			mips_62_01
			mips_62_01_01
	at_At5g44100	mips_01_04	"casein kinase I"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
	at_At5g47070	mips_10_01	"protein serine/threonine kinase-like"
			mips_10_01_01
	at_At5g50180	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g56580	mips_01_02	"protein kinase MEK1 homolog"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_35
			mips_35_03
			mips_35_03_05
			mips_35_03_05_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
	at_At5g58140 -	mips_14_01_03	"non phototropic hypocotyl 1-like (NPL1)"
			mips_14_10
			mips_14_10_02
	at_At5g61550	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g62880	mips_10_01_05_05	"Arac10"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g65700	mips_10	"receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At5g65710 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g66850 -	mips_01_02	"MAP protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g67280 -	mips_08_13	"receptor-like protein kinase"
	at_At5g67520 -	mips_01_02	"adenylylsulfate kinase-like protein"
			mips_01_02_01
			mips_01_02_99
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_01
			mips_01_03_01_01_03
			mips_01_03_01_01_99
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_01
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_01
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g01820 -	mips_25_05_10	"putative protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g01850 -	mips_14_04_03	"protein kinase ATN1-like protein"
			mips_14_04_03_01
			mips_25_05_13
			mips_30_04
			mips_30_04_05
			mips_33_03_13
			mips_35_03_17
	at_At5g01920	mips_03_03_03	"putative protein"
			mips_06_07_03
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_25_05_10
			mips_25_05_17
	Validation Accuracy: 45/107 (42.06%)
	Validation Frequency class 'mips_10_01': 209/2658 (7.86%)

	Evaluation on propertest data (4472 items):
	at_At1g19910 -	mips_06_10	"vacuolar H+-pumping ATPase 16 kDa proteolipid (ava-p2)"
			mips_08_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g20650 -	mips_10_05	"hypothetical protein"
	at_At1g20930 -	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g29730 -	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g03930 -	mips_01_04	"putative protein kinase, ADK1"
			mips_06_07
			mips_06_07_03
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_63_19_03
	at_At1g45160 -	mips_01_04	"similar to IRE homolog 1 dbj|BAA89784.1"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_63_17
			mips_63_17_01
	at_At1g04170 -	mips_05_01	"putative translation initiation factor eIF-2, gamma subunit"
			mips_05_04_02
			mips_14_01_03
			mips_40_10_03
	at_At1g04210 -	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g49300	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At1g51660 -	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g51800	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51860 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51880	mips_10_01	"Putative protein kinase"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51940	mips_10_01	"Putative protein kinase"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g04700 -	mips_01_04	"putative Ser/Thr protein kinase"
	at_At1g54820	mips_10_01_01	"hypothetical protein"
	at_At1g55200	mips_06_07_03	"protein kinase, putative"
			mips_10_01_05_01
	at_At1g58290 -	mips_01_01_01_01	"putative protein"
			mips_01_20_19
			mips_01_20_19_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At1g61950	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g62400 -	mips_04_09	"hypothetical protein"
			mips_40_04_03
	at_At1g63700 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g66830	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g66910 -	mips_10_05	"receptor serine/threonine kinase PR5K, putative"
	at_At1g66980 -	mips_01_06_04	"putative kinase"
			mips_11_07_99
	at_At1g67470	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At1g67520 -	mips_11_07_03	"putative receptor protein kinase"
	at_At1g68900 -	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_07_01
	at_At1g69790	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At1g71697 -	mips_01_06_01_01	"choline kinase, putative"
			mips_01_06_13
			mips_01_20_17_01
	at_At1g71830	mips_10	"protein kinase, putative"
			mips_10_01
			mips_10_01_01
	at_At1g72710 -	mips_01_04	"putative casein kinase I"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_63_17
			mips_63_17_01
			mips_63_19_03
	at_At1g72760 -	mips_01_01_01_11	"putative protein kinase"
	at_At1g73500	mips_03_03_01_02	"unknown protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_25_05_25
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g75630 -	mips_06	"vacuolar ATP synthase, putative"
			mips_06_10
			mips_08
			mips_08_13
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40
			mips_40_25
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g75780 -	mips_63_07	"tubulin beta-1 chain"
	at_At1g78940 -	mips_01_01_01_11	"hypothetical protein"
	at_At1g01370 -	mips_30_10	"centromeric histone H3 HTR12"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07410	mips_06_04	"small G protein, putative"
			mips_08_16
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_07
			mips_63_19
			mips_63_19_05
	at_At1g08170 -	mips_03_01_99	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At1g09600 -	mips_03_03_01_01_09	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g11140	mips_06_07_03	"leucine-rich repeat transmembrane protein kinase, putative"
			mips_10_01_05_01
	at_At1g13350 -	mips_03_03_01_01	"Unknown protein"
	at_At1g14000	mips_06_07_03	"putative protein kinase"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_63_01
			mips_63_19
	at_At1g02130	mips_10_01_05_05	"GTP-binding protein, ara-5"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g34300	mips_10_01	"putative protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_07
			mips_11_07_03
			mips_67
			mips_67_15
	at_At1g50230 -	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At1g80870 -	mips_06_07	"protein kinase, putative"
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At2g01950 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g07690 -	mips_03	"putative DNA replication licensing factor, mcm5"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_14_04
			mips_25_05
			mips_63_01
			mips_63_19
	at_At2g16510 -	mips_08_13	"putative vacuolar proton-ATPase 16 kDa proteolipid"
			mips_13_01_01_03
			mips_40_25
			mips_67_04_01_02
			mips_67_50_22
	at_At2g17800	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g19400	mips_01_04	"putative protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At2g19470 -	mips_03_01_05_01	"putative casein kinase I"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g23030 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g23070 -	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_11
	at_At2g23080 -	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_25_05_25
			mips_40_04_03
	at_At2g28940	mips_10_01	"putative protein kinase"
			mips_10_01_01
	at_At2g29550 -	mips_25_05_15	"tubulin beta-7 chain"
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At2g30040 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g33170 -	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At2g34180 -	mips_06_07_03	"putative protein kinase"
	at_At2g34290 -	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g34650 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_10
			mips_14_10_02
	at_At2g37250 -	mips_01	"putative adenylate kinase"
			mips_01_01
			mips_01_01_01
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_99
			mips_03
			mips_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_16
			mips_63
			mips_63_19
			mips_63_19_03
	at_At2g40090	mips_06_07_03	"ABC transporter like protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
			mips_63_99
	at_At2g42550 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g42880 -	mips_04_09	"MAP kinase 4 homolog"
			mips_13_05
			mips_14_10_02
			mips_30_04
			mips_40_04_03
	at_At2g43830	mips_04_09	"putative protein kinase"
			mips_06_07_03
			mips_10_01_05_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40_04_03
	at_At2g43930 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At2g18720 -	mips_05_04_02	"translation initiation factor eIF-2 gamma subunit"
			mips_14_01
			mips_14_01_03
	at_At2g32800 -	mips_25_05_10	"putative protein kinase"
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g38620 -	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g03120	mips_06_07_99	"putative ADP-ribosylation factor"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g04530 -	mips_04_09	"phosphoenolpyruvate carboxylase kinase 2"
			mips_30_04
			mips_40_04_03
	at_At3g04810 -	mips_04_09	"kinase like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At3g05310 -	mips_08_16	"unknown protein"
			mips_63_17_01
	at_At3g05840 -	mips_14_01_03	"shaggy related protein kinase, ASK-GAMMA"
			mips_25_05_07
	at_At3g06230 -	mips_01_04	"putative MAP kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g06620	mips_01_04	"protein kinase, putative"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_67_04
	at_At3g06630	mips_06_07_03	"protein kinase, putative"
			mips_10_01_05_01
	at_At3g07410	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g08720 -	mips_01_04	"putative ribosomal-protein S6 kinase (ATPK19)"
			mips_14_10
			mips_14_10_02
	at_At3g11730	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g12690 -	mips_14_10	"protein kinase, putative"
			mips_14_10_02
	at_At3g13380 -	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g14370 -	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g17510 -	mips_14_04_03_01	"CBL-interacting protein kinase 1 (CIPK1)"
			mips_30_04_05
	at_At3g17750 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_40_10
	at_At3g18750 -	mips_01_04	"mitogen activated protein kinase kinase, putative"
			mips_13_07
			mips_30_04
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g21340	mips_10_01	"serine/threonine-specific protein kinase, putative"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At3g22420 -	mips_03_03_01_02	"putative protein kinase"
			mips_03_03_01_03
	at_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	at_At3g27190 -	mips_01_03_04	"uracil phosphoribosyltransferase, putative"
			mips_01_04_04
			mips_63_19
	at_At3g27560	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g27580 -	mips_14_10	"serine/threonine-protein kinase, PK7"
			mips_14_10_02
			mips_63_17_01
	at_At3g45240 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At3g45430	mips_10	"receptor like protein kinase"
			mips_10_01_01
	at_At3g45670	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_40_04_05
	at_At3g45790	mips_04_09	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At3g48040	mips_03	"rac GTP binding protein Arac8 (Arac8)"
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_01
			mips_11_05
			mips_11_05_03
			mips_13
			mips_13_05
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_02
			mips_63_19
	at_At3g48260 -	mips_03_03	"protein kinase -like protein"
			mips_03_03_01
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At3g50310 -	mips_01_04	"protein kinase -like protein"
			mips_14_10
			mips_14_10_02
	at_At3g50730	mips_01_04	"protein kinase ATN1 - like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At3g51550	mips_10	"receptor protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_98
	at_At3g51630 -	mips_01_05_04	"MAP kinase like protein"
	at_At3g53650 -	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g54180 -	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g54840	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g56370 -	mips_08_13	"putative protein"
	at_At3g57830 -	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At3g58640 -	mips_04_09	"unknown protein"
			mips_30_04
			mips_40_04_03
	at_At3g59830	mips_06_07_03	"putative protein"
			mips_10_01_05_01
	at_At3g62290	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g01090	mips_01_06_01_05	"putative SNF1-related protein kinase"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_12
			mips_62_01
			mips_62_01_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At3g02130	mips_06_04	"putative protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At3g05050 -	mips_03_01_03	"putative cyclin-dependent protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_25_05_23
	at_At3g05140 -	mips_10_05	"putative serine/threonine protein kinase"
	at_At3g09830	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At3g23310 -	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_04
			mips_03_03_04_07
	at_At3g63260	mips_01_04	"ATMRK1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At3g63490 -	mips_05	"chloroplast ribosomal L1 - like protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_26
			mips_40_26_03
	at_At4g09720	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g10730	mips_10_01_09	"putative protein kinase"
			mips_10_01_09_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g11160 -	mips_04_05	"putative translation initiation factor IF-2"
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_05
			mips_05_04
			mips_05_04_01
			mips_30
			mips_30_01
			mips_40_03
			mips_40_16
			mips_63_19
	at_At4g11490	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At4g11900 -	mips_11_07_03	"KI domain interacting kinase 1 -like protein"
	at_At4g13190	mips_10_01_01	"putative protein"
	at_At4g16970 -	mips_01_02	"kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_99
	at_At4g17160	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18430 -	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g20270 -	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g20450	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At4g24100 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At4g24480	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_20
			mips_20_20_18
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g28670	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At4g28880 -	mips_01	"protein kinase like protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63
			mips_63_19
	at_At4g31170	mips_01_04	"protein kinase - like protein"
			mips_06_07
			mips_10_01
			mips_10_05
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
	at_At4g32660 -	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g32830 -	mips_04_09	"putative serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g40010 -	mips_01_04	"putative serine/threonine protein kinase"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At4g00720 -	mips_14_01_03	"Shaggy related protein kinase tetha"
			mips_25_05_07
	at_At4g01330	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At4g02010 -	mips_10_05	"putative NAK-like ser/thr protein kinase"
	at_At4g04540	mips_10_01_01	"putative receptor-like protein kinase"
	at_At4g23160 -	mips_29	"putative protein"
			mips_29_01
			mips_29_99
			mips_99
	at_At4g23260	mips_10_01	"AT4g23250/F21P8_140"
			mips_10_01_01
	at_At4g23280 -	mips_10_05	"serine /threonine kinase - like protein"
	at_At4g38470	mips_01_04	"protein kinase like protein"
			mips_04_09
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g06290	mips_10_01_05_01	"2-cys peroxiredoxin-like protein"
			mips_10_01_05_01_04
			mips_11_01_01
			mips_11_07_07
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_43
			mips_43_03
			mips_43_03_07
	at_At5g07140 -	mips_01_04	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_01_01
			mips_14_10
			mips_14_10_02
	at_At5g08590	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g10020	mips_06_04	"receptor protein kinase -like(fragment)"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g10270 -	mips_01_04	"cdc2-like protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
	at_At5g11850 -	mips_20_20	"MAP3K like protein kinase"
			mips_20_20_18
			mips_25_05_09
	at_At5g12250 -	mips_25_05_15	"tubulin beta-6 chain (sp|P29514)"
			mips_30_04_05
			mips_30_30
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At5g14720 -	mips_14_04_03	"protein kinase -like protein"
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04_05
	at_At5g25930 -	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g26110 -	mips_04_09	"endopeptidase - like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g26751 -	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g27790 -	mips_01_04	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_30_04_05
	at_At5g35960 -	mips_10_05	"serine/threonine protein kinase-like"
	at_At5g35980 -	mips_14_04_03	"protein kinase-like"
			mips_14_04_03_01
			mips_30_04_05
	at_At5g39020 -	mips_10_05	"receptor protein kinase - like protein"
			mips_40_02
	at_At5g39390	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g39420 -	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g39620	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g40540 -	mips_04_09	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g41990 -	mips_01_05_04	"MAP kinase"
			mips_06_07_03
			mips_13_07
	at_At5g44290 -	mips_03_03_01_01_09	"cyclin-dependent protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g45130	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g45970	mips_10_01_05	"Rac-like gtp binding protein ARAC2 (sp|Q38903)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g46330	mips_06_04	"receptor protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g49470	mips_01_02	"protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_05
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At5g56890	mips_10_01_01	"putative protein"
			mips_14_01_03
	at_At5g57610 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_05
			mips_06_07_03
			mips_48
	at_At5g57630 -	mips_04_09	"CBL-interacting protein kinase 21 (CIPK21)"
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_04_03
	at_At5g58350 -	mips_01_02	"MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_01_05
			mips_01_05_04
			mips_06_07
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_40_03
			mips_63_19
	at_At5g58520 -	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_25_05_13
			mips_25_05_25
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_04_03
	at_At5g59840	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g60300 -	mips_10_05	"receptor like protein kinase"
	at_At5g60550 -	mips_01_02	"serine/threonine-protein kinase - like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At5g63370 -	mips_01_04	"protein kinase"
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_40_03
			mips_63_19
	at_At5g63650 -	mips_01_04	"serine/threonine-protein kinase"
			mips_01_05_04
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g63930 -	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At5g64990	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65240	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At5g65270	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g65530 -	mips_10_05	"putative protein"
	at_At5g67380	mips_03_03_01_01	"casein kinase II catalytic subunit (ATPK12D)"
			mips_03_03_01_01_09
			mips_06_07_03
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
	at_At5g67560	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g03520	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g05670	mips_08_07_03	"signal recognition particle receptor beta subunit-like protein"
			mips_08_07_25
			mips_08_07_27
			mips_08_07_99
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_07
			mips_30_08
			mips_30_09
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g47750	mips_01	"protein kinase (EC 2.7.1.37) 5 (pir||JN0505)"
			mips_01_04
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_99
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At5g54840	mips_04	"SGP1 monomeric G-protein (emb|CAB54517.1)"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	Propertest Accuracy: 80/203 (39.41%)
	Propertest Frequency class 'mips_10_01': 357/4472 (7.98%)

	New (unknown) data (2658 items):
	at_At1g14370 -	no entry	null
	at_At1g16160 -	no entry	null
	at_At1g21240 -	no entry	null
	at_At1g22870 -	no entry	null
	at_At1g24030 -	no entry	null
	at_At1g30570 -	no entry	null
	at_At1g48210 -	no entry	null
	at_At1g49580 -	no entry	null
	at_At1g49730 -	no entry	null
	at_At1g50610 -	no entry	null
	at_At1g51620 -	no entry	null
	at_At1g51790 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51830 -	no entry	null
	at_At1g51870 -	no entry	null
	at_At1g51890 -	no entry	null
	at_At1g52310 -	no entry	null
	at_At1g52540 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g56140 -	no entry	null
	at_At1g56720 -	no entry	null
	at_At1g60630 -	no entry	null
	at_At1g61860 -	no entry	null
	at_At1g63430 -	no entry	null
	at_At1g65250 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g66460 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g67000 -	no entry	null
	at_At1g67460 -	no entry	null
	at_At1g67890 -	no entry	null
	at_At1g68400 -	no entry	null
	at_At1g69270 -	no entry	null
	at_At1g70110 -	no entry	null
	at_At1g71810 -	no entry	null
	at_At1g72460 -	no entry	null
	at_At1g75640 -	no entry	null
	at_At1g77280 -	no entry	null
	at_At1g06840 -	no entry	null
	at_At1g78980 -	no entry	null
	at_At2g16750 -	no entry	null
	at_At3g23000 -	no entry	null
	at_At3g46760 -	no entry	null
	at_At3g53810 -	no entry	null
	at_At4g34440 -	no entry	null
	at_At4g34500 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At2g17890 -	no entry	null
	at_At2g18890 -	no entry	null
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At2g20300 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At2g28590 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g29250 -	no entry	null
	at_At2g30740 -	no entry	null
	at_At2g31500 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g35620 -	no entry	null
	at_At2g35890 -	no entry	null
	at_At2g41140 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At2g43690 -	no entry	null
	at_At2g46700 -	no entry	null
	at_At3g07070 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g12160 -	no entry	null
	at_At1g11340 -	no entry	null
	at_At3g17410 -	no entry	null
	at_At3g19300 -	no entry	null
	at_At3g20530 -	no entry	null
	at_At3g20860 -	no entry	null
	at_At3g24400 -	no entry	null
	at_At3g24790 -	no entry	null
	at_At3g26940 -	no entry	null
	at_At3g31980 -	no entry	null
	at_At3g42880 -	no entry	null
	at_At3g45420 -	no entry	null
	at_At3g45440 -	no entry	null
	at_At3g45860 -	no entry	null
	at_At3g46290 -	no entry	null
	at_At3g46410 -	no entry	null
	at_At3g47570 -	no entry	null
	at_At3g49060 -	no entry	null
	at_At3g51740 -	no entry	null
	at_At3g51850 -	no entry	null
	at_At3g51990 -	no entry	null
	at_At3g52890 -	no entry	null
	at_At3g53030 -	no entry	null
	at_At3g57640 -	no entry	null
	at_At3g57700 -	no entry	null
	at_At3g57730 -	no entry	null
	at_At3g57760 -	no entry	null
	at_At3g59110 -	no entry	null
	at_At3g59700 -	no entry	null
	at_At3g59730 -	no entry	null
	at_At3g59740 -	no entry	null
	at_At3g62220 -	no entry	null
	at_At4g00970 -	no entry	null
	at_At4g03390 -	no entry	null
	at_At4g04490 -	no entry	null
	at_At4g18700 -	no entry	null
	at_At4g18950 -	no entry	null
	at_At4g21400 -	no entry	null
	at_At4g23130 -	no entry	null
	at_At4g23140 -	no entry	null
	at_At4g23180 -	no entry	null
	at_At4g23200 -	no entry	null
	at_At4g23220 -	no entry	null
	at_At4g23240 -	no entry	null
	at_At4g23290 -	no entry	null
	at_At4g29050 -	no entry	null
	at_At4g29180 -	no entry	null
	at_At4g30960 -	no entry	null
	at_At4g31110 -	no entry	null
	at_At4g35780 -	no entry	null
	at_At4g38230 -	no entry	null
	at_At4g39110 -	no entry	null
	at_At5g01020 -	no entry	null
	at_At5g01560 -	no entry	null
	at_At5g10530 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g11400 -	no entry	null
	at_At5g13290 -	no entry	null
	at_At5g13530 -	no entry	null
	at_At5g18500 -	no entry	null
	at_At5g18610 -	no entry	null
	at_At5g20930 -	no entry	null
	at_At5g24010 -	no entry	null
	at_At5g24080 -	no entry	null
	at_At5g27510 -	no entry	null
	at_At5g27540 -	no entry	null
	at_At5g35580 -	no entry	null
	at_At5g38240 -	no entry	null
	at_At5g38280 -	no entry	null
	at_At5g41680 -	no entry	null
	at_At5g43020 -	no entry	null
	at_At5g46080 -	no entry	null
	at_At5g56790 -	no entry	null
	at_At5g57670 -	no entry	null
	at_At5g59670 -	no entry	null
	at_At5g59680 -	no entry	null
	at_At5g61570 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At5g66210 -	no entry	null
	at_At5g01810 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g02070 -	no entry	null
	at_At5g16500 -	no entry	null
	at_At5g16900 -	no entry	null
	at_At5g23170 -	no entry	null
	at_At5g23580 -	no entry	null
	at_At5g54380 -	no entry	null
	at_At5g60270 -	no entry	null
	at_At5g67200 -	no entry	null
	at_At1g48220 -	no entry	null
	at_At1g49270 -	no entry	null
	at_At1g61400 -	no entry	null
	at_At1g61430 -	no entry	null
	at_At1g63500 -	no entry	null
	at_At1g64630 -	no entry	null
	at_At1g70740 -	no entry	null
	at_At1g71270 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At1g74740 -	no entry	null
	at_At1g78530 -	no entry	null
	at_At1g80640 -	no entry	null
	at_At1g06700 -	no entry	null
	at_At1g10620 -	no entry	null
	at_At1g10860 -	no entry	null
	at_At2g05940 -	no entry	null
	at_At2g07180 -	no entry	null
	at_At1g16670 -	no entry	null
	at_At1g11280 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g15300 -	no entry	null
	at_At2g23770 -	no entry	null
	at_At2g28250 -	no entry	null
	at_At2g29010 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At2g37710 -	no entry	null
	at_At2g43230 -	no entry	null
	at_At2g11530 -	no entry	null
	at_At2g24360 -	no entry	null
	at_At2g47060 -	no entry	null
	at_At3g55550 -	no entry	null
	at_At3g57750 -	no entry	null
	at_At3g15890 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At3g26700 -	no entry	null
	at_At3g31440 -	no entry	null
	at_At4g02630 -	no entry	null
	at_At3g09780 -	no entry	null
	at_At4g11500 -	no entry	null
	at_At4g17660 -	no entry	null
	at_At4g21410 -	no entry	null
	at_At4g22130 -	no entry	null
	at_At4g23270 -	no entry	null
	at_At4g27300 -	no entry	null
	at_At4g34220 -	no entry	null
	at_At4g35030 -	no entry	null
	at_At4g35600 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g06740 -	no entry	null
	at_At5g10520 -	no entry	null
	at_At5g18910 -	no entry	null
	at_At5g42120 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g54590 -	no entry	null
	at_At5g60080 -	no entry	null
	at_At5g66790 -	no entry	null
	at_At5g01550 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g21210 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g28390 -	no entry	null
	at_At1g49100 -	no entry	null
	at_At1g51910 -	no entry	null
	at_At1g60800 -	no entry	null
	at_At1g62090 -	no entry	null
	at_At1g01140 -	no entry	null
	at_At1g70250 -	no entry	null
	at_At1g71530 -	no entry	null
	at_At1g72540 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g76040 -	no entry	null
	at_At1g76370 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At1g07570 -	mips_10	"protein kinase APK1A"
	at_At1g07870 -	no entry	null
	at_At1g01540 -	no entry	null
	at_At1g12580 -	no entry	null
	at_At1g12680 -	no entry	null
	at_At1g16120 -	no entry	null
	at_At1g16130 -	no entry	null
	at_At1g26970 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At1g33260 -	no entry	null
	at_At1g69910 -	no entry	null
	at_At2g02800 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g05080 -	no entry	null
	at_At2g07020 -	no entry	null
	at_At2g07040 -	no entry	null
	at_At2g17220 -	no entry	null
	at_At2g23450 -	no entry	null
	at_At2g26290 -	no entry	null
	at_At2g29220 -	no entry	null
	at_At2g39180 -	no entry	null
	at_At2g39360 -	no entry	null
	at_At2g41670 -	no entry	null
	at_At2g41970 -	no entry	null
	at_At2g17520 -	no entry	null
	at_At2g30730 -	no entry	null
	at_At2g39660 -	no entry	null
	at_At3g02810 -	no entry	null
	at_At3g02880 -	no entry	null
	at_At3g04690 -	no entry	null
	at_At3g08870 -	no entry	null
	at_At3g09240 -	no entry	null
	at_At3g14350 -	no entry	null
	at_At3g17420 -	no entry	null
	at_At3g19100 -	no entry	null
	at_At3g20190 -	no entry	null
	at_At3g20410 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At3g24550 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g45330 -	no entry	null
	at_At3g46340 -	no entry	null
	at_At3g46370 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g49730 -	no entry	null
	at_At3g50530 -	no entry	null
	at_At3g53380 -	no entry	null
	at_At3g53840 -	no entry	null
	at_At3g57720 -	no entry	null
	at_At3g57740 -	no entry	null
	at_At3g57770 -	no entry	null
	at_At3g58690 -	no entry	null
	at_At3g59750 -	no entry	null
	at_At4g05200 -	no entry	null
	at_At3g01300 -	no entry	null
	at_At3g01490 -	no entry	null
	at_At3g01840 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At3g63280 -	no entry	null
	at_At4g10390 -	no entry	null
	at_At4g11460 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g29450 -	no entry	null
	at_At4g31100 -	no entry	null
	at_At4g31390 -	no entry	null
	at_At4g32000 -	no entry	null
	at_At4g33430 -	no entry	null
	at_At5g04510 -	no entry	null
	at_At4g00330 -	no entry	null
	at_At4g00710 -	no entry	null
	at_At4g00960 -	no entry	null
	at_At4g03230 -	no entry	null
	at_At4g04500 -	no entry	null
	at_At4g04510 -	no entry	null
	at_At4g04700 -	no entry	null
	at_At4g23150 -	no entry	null
	at_At4g23190 -	no entry	null
	at_At4g23300 -	no entry	null
	at_At4g23320 -	no entry	null
	at_At5g07180 -	no entry	null
	at_At5g13160 -	no entry	null
	at_At5g15730 -	no entry	null
	at_At5g20050 -	no entry	null
	at_At5g24430 -	no entry	null
	at_At5g25440 -	no entry	null
	at_At5g37450 -	no entry	null
	at_At5g37790 -	no entry	null
	at_At5g39000 -	no entry	null
	at_At5g39030 -	no entry	null
	at_At5g40380 -	no entry	null
	at_At5g42440 -	no entry	null
	at_At5g53320 -	no entry	null
	at_At5g55830 -	no entry	null
	at_At5g58300 -	no entry	null
	at_At5g59650 -	no entry	null
	at_At5g60280 -	no entry	null
	at_At5g60320 -	no entry	null
	at_At5g62710 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At5g65600 -	no entry	null
	at_At5g65960 -	no entry	null
	at_At5g01540 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At5g02290 -	no entry	null
	at_At5g03140 -	no entry	null
	at_At5g28680 -	no entry	null
	at_At5g47850 -	no entry	null
	at_At5g61480 -	no entry	null


------------------
Rule 3521
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,54204.0-74022.0) = 1
	eval(_1,_2,2.0e-5-4.0e-3),species(_2,mycoplasma_genitalium),desc(_2,homolog) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),keyword(_2,repeat) = 1
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,interpro),desc(_2,region) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,xenopus_laevis__african_clawed_frog_),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rattus),keyword(_2,d__3d_structure) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mucorales),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,enterobacteriaceae),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 1
	->  class mips_40_10 "nucleus"

	Evaluation on training data (5270 items):
	at_At1g23180	mips_06	"unknown protein"
			mips_06_04
			mips_08_01
			mips_30
			mips_30_10_05
			mips_40
			mips_40_10
			mips_40_10_05
			mips_63_01
	at_At1g32880	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g49780	mips_08_01	"hypothetical protein"
			mips_40_10_05
	at_At1g60190	mips_08_01	""
			mips_30_10_05
			mips_40_10_05
	at_At1g61350	mips_40_10_05	"unknown"
	at_At1g68940	mips_06_10	"hypothetical protein"
			mips_08_01
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At1g71020	mips_08_01	"unknown protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At4g12710	mips_04	"putative protein"
			mips_10
			mips_10_01_01
			mips_13
			mips_13_07
			mips_40_04
			mips_40_10
	at_At2g23140	mips_06_04	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_40_10_05
			mips_63_01
	at_At1g09270	mips_08_01	"putative importin beta binding domain"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At2g27430	mips_03_01	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_03
			mips_05
			mips_06_04
			mips_40_10_05
	at_At2g45720 -	mips_03_01_05	"unknown protein"
			mips_03_01_05_03
			mips_08_01
	at_At2g46520 -	mips_08_01	"putative cellular apoptosis susceptibility protein"
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g19380	mips_05	"hypothetical protein"
			mips_06_04
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g26600	mips_08_01	"unknown protein"
			mips_30_10_05
			mips_40_10_05
	at_At3g46510	mips_06_04	"arm repeat containing protein homolog"
			mips_08_01
			mips_13_07
			mips_30_10_05
			mips_40_10_05
	at_At4g16490	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_03
			mips_06_04
			mips_08_01
			mips_30
			mips_30_10
			mips_30_10_05
			mips_40_03
			mips_40_10_05
			mips_63_01
	at_At4g27630	mips_08_01	"putative protein"
			mips_25_05_10
			mips_40_10_05
			mips_62_02_01_02
	at_At4g31890	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g50900	mips_08_01	"unknown protein"
			mips_40_10_05
	at_At5g02150	mips_40_10_05	"putative protein"
	at_At5g03070	mips_08_01	"importin alpha - like protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g67340 -	mips_06_04	"putative protein"
			mips_08
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_01
	at_At1g01830	mips_03_01_05	"unknown protein"
			mips_03_01_05_03
			mips_03_03_01_01
			mips_08_01
			mips_30_10
			mips_40_10_05
			mips_40_10_99
	Training Accuracy: 21/24 (87.50%)
	Training Frequency class 'mips_40_10': 408/5270 (7.74%)

	Evaluation on validation data (2658 items):
	at_At1g27910 -	mips_03_01_05_03	"hypothetical protein"
	at_At1g29340	mips_08_01	"arm repeat-containing protein, putative"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g10560	mips_06	"unknown protein"
			mips_06_04
			mips_06_10
			mips_08_01
			mips_08_22
			mips_10
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_05
	at_At2g05810	mips_08_01	"hypothetical protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At2g32450 -	mips_05	"putative O-GlcNAc transferase"
			mips_06_07
			mips_20
	at_At3g51980	mips_40_10_05	"hypothetical protein"
	at_At3g60350	mips_05	"Arm repeat containing protein - like"
			mips_06_04
			mips_40_10_05
	at_At4g21350 -	mips_03_01_05_03	"putative protein"
	at_At4g38610	mips_08_01	"putative protein"
			mips_25_05_25
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g13060	mips_08_13	"unknown protein"
			mips_40_10_05
	at_At5g22770 -	mips_08_07	"alpha-adaptin"
			mips_08_07_22
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_30_09
			mips_40_09
			mips_63_07
	at_At5g42340	mips_08_01	"arm repeat containing protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g62560	mips_06_04	"putative protein"
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
	at_At5g62600	mips_04_07	"putative protein"
			mips_04_09
			mips_08_01
			mips_40_10_05
	at_At5g65920	mips_06_04	"Unknown protein (At5g65920; K14B20.9)"
			mips_06_10
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_05
	at_At5g01830	mips_06	"putative protein"
			mips_08_01
			mips_10
			mips_10_01_01
			mips_30_10
			mips_30_10_05
			mips_40_10
			mips_40_10_05
			mips_63_01
	Validation Accuracy: 12/16 (75.00%)
	Validation Frequency class 'mips_40_10': 175/2658 (6.58%)

	Evaluation on propertest data (4472 items):
	at_At1g02690	mips_03_01_05_03	"importin alpha, putative"
			mips_08_01
			mips_30_10_05
			mips_40_10_05
	at_At1g23030	mips_03_01_05_03	"unknown protein"
			mips_08_01
			mips_40_10_05
	at_At1g67530	mips_08_01	"hypothetical protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At2g20200 -	mips_25_05_25	"hypothetical protein"
			mips_30_04
	at_At3g02840 -	mips_13_07	"unknown protein"
			mips_40_04
	at_At3g03440	mips_08_01	"unknown protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At3g05720	mips_03_01	"putative importin alpha"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08_01
			mips_40_10_05
			mips_40_10_99
	at_At3g06720	mips_03_01_05	"importin alpha"
			mips_03_01_05_03
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g08960	mips_03	"hypothetical protein"
			mips_06
			mips_06_04
			mips_08_01
			mips_14
			mips_25_05
			mips_40
			mips_40_10
			mips_63_01
	at_At3g20170 -	mips_13_07	"hypothetical protein"
	at_At3g53800	mips_03_01_05_03	"unknown protein"
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At3g54850 -	mips_08_01	"putative protein"
			mips_13_07
			mips_30_10_05
	at_At3g01400	mips_03_01_05_03	"unknown protein"
			mips_08_01
			mips_30_10_05
			mips_40_10_05
	at_At3g09350	mips_06_04	"hypothetical protein"
			mips_06_10
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At4g02150	mips_03	"AtKAP alpha"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_03
			mips_06
			mips_06_04
			mips_08_01
			mips_30
			mips_30_10_05
			mips_40
			mips_40_10
			mips_40_10_05
			mips_63_01
	at_At5g14510	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g19330	mips_08_13	"putative protein"
			mips_40_10_05
	at_At5g49310	mips_03_01_05_03	"importin alpha"
			mips_03_03_01_01
			mips_08_01
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At5g52000	mips_08_01	"importin alpha subunit"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At5g58680	mips_08_01	"unknown protein"
			mips_30_10_05
			mips_40_10_05
	at_At5g64270 -	mips_03	"nuclear protein-like"
			mips_03_03_01
			mips_04_05_05
			mips_04_05_05_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_63_01
	at_At5g48230 -	mips_01_01_10	"acetoacetyl-CoA thiolase (AAT1)"
			mips_01_01_10_04
			mips_01_01_10_04_04
			mips_01_06_01_05
			mips_01_06_04
			mips_01_20_25
			mips_02_25
			mips_02_45
			mips_02_45_20
			mips_02_45_99
			mips_02_99
	Propertest Accuracy: 16/22 (72.73%)
	Propertest Frequency class 'mips_40_10': 311/4472 (6.95%)

	New (unknown) data (2658 items):
	at_At1g78920 -	no entry	null
	at_At2g20190 -	no entry	null
	at_At2g22130 -	no entry	null
	at_At3g18530 -	no entry	null
	at_At4g04680 -	no entry	null
	at_At4g15830 -	no entry	null
	at_At4g28600 -	no entry	null
	at_At5g37290 -	no entry	null
	at_At5g66200 -	no entry	null
	at_At3g16760 -	no entry	null
	at_At5g37650 -	mips_98	"putative protein"
			mips_99
	at_At1g14300 -	no entry	null
	at_At3g47080 -	no entry	null
	at_At3g01450 -	no entry	null
	at_At4g36030 -	no entry	null
	at_At5g09800 -	no entry	null
	at_At5g14790 -	no entry	null
	at_At5g58820 -	no entry	null


------------------
Rule 2396
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,cercopithecidae),keyword(_2,glycoprotein) = 0
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,ascaris),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,liliopsida),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,chain) = 0
	->  class mips_40_10 "nucleus"

	Evaluation on training data (5270 items):
	at_At1g13370	mips_30_10	"unknown protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g02140	mips_04	"Mago Nashi-like protein"
			mips_04_09
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_23
			mips_30
			mips_30_04
			mips_40
			mips_40_10
			mips_67
			mips_67_01
			mips_67_04
			mips_99
	at_At1g16490	mips_40_10_99	"transcription factor (MYB58) like protein"
	at_At1g17950 -	mips_04_05_01_01	"unknown protein"
	at_At1g18570 -	mips_04_05_01_01	"putative protein"
	at_At1g19490	mips_01_20_37	"bZip transcription factor AtbZip62"
			mips_01_20_37_01
			mips_06_10
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_40_10_03
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
	at_At1g23370	mips_04	"homeotic protein, putative"
			mips_14_04
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_10
	at_At1g27370	mips_04	"putative squamosa-promoter binding protein 2"
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_98
	at_At1g03330	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At1g35490 -	mips_30_10	"unknown protein"
			mips_65
	at_At1g51060	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g55520	mips_04_01	"transcription initiation factor TFIID-2"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_99
	at_At1g55650 -	mips_04_01	"unknown protein"
			mips_04_01_99
			mips_20_25_16
			mips_25_05_10
			mips_40_27
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_62_01
			mips_62_01_07
			mips_63_03_01
	at_At1g73410 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
	at_At1g75410 -	mips_25_05_10	"homeodomain protein BELL1, putative"
			mips_25_05_13
			mips_25_05_15
			mips_33_03_13
			mips_35_03_17
	at_At1g76300	mips_04	"putative small nuclear ribonucleoprotein Sm D3"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_40
			mips_40_10
			mips_40_10_07
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
	at_At3g30260 -	mips_04_05_01_04_01	"MADS box-like protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At3g46590	mips_04_05	"telomere repeat-binding protein homolog"
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g54560	mips_03_01_99	"histone H2A.F/Z"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g27230	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g40040	mips_30_10	"Histon H3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07660	mips_03_01_99	"histone H4"
			mips_30_10
			mips_40_10_03
	at_At2g17560 -	mips_25_05_10	"putative HMG protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g08520	mips_01_20_19	"Mg-chelatase like protein"
			mips_01_20_19_01
			mips_03_01_03
			mips_40_10_03
			mips_40_10_99
			mips_63_03_01
	at_At1g08970	mips_03_01_99	"transcription factor like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g09200	mips_30_10	"histone H3 like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g26320	mips_04_05_01_04_01	"MADS-box protein (AGL33)"
			mips_25_05_09
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10
			mips_63_03_01
	at_At2g26950	mips_03_03	"putative MYB family transcription factor"
			mips_03_03_01
			mips_14_10_02
			mips_40_10_03
	at_At2g26960	mips_40_10_99	"putative transcription factor (MYB81)"
	at_At2g28720	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28750 -	mips_03_01_99	"pseudogene"
	at_At1g09540	mips_04	"putative transcription factor (MYB61)"
			mips_40_10
	at_At2g37060 -	mips_04_05_01_04_03	"putative CCAAT-box binding trancription factor"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g37470	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At2g37590 -	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At2g38880 -	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g39880 -	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
			mips_04_05_01_01
	at_At2g46510 -	mips_25_05_13	"putative bHLH transcription factor (bHLH017)"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g46590 -	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At3g18650 -	mips_25_03	"hypothetical protein"
	at_At3g20670	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g27360 -	mips_30	"histone H3 like protein"
			mips_30_10_03
	at_At3g29020	mips_03	"putative transcription factor (MYB110)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_25
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At3g46030	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g46320 -	mips_03_01_99	"histone H4-like protein"
	at_At3g50060 -	mips_03_03_01	"R2R3-MYB transcription factor"
			mips_04_05_01_01
	at_At3g51880 -	mips_04_05_01_01	"high mobility group protein 2-like"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_17
	at_At3g53200 -	mips_04_05_01	"putative transcription factor (MYB27)"
			mips_04_05_01_01
			mips_04_05_01_04
	at_At4g00480 -	mips_03_01_05_01	"putative transcription factor BHLH12"
	at_At4g14540	mips_04_05_01_04_03	"CCAAT-binding transcription factor subunit A(CBF-A)"
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At4g16430	mips_04	"putative transcription factor BHLH3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_03
			mips_25
			mips_25_05
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_10
			mips_63
			mips_63_03
			mips_98
			mips_99
	at_At4g18770	mips_03	"myb - like protein"
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04
			mips_14_04
			mips_40_10_99
	at_At4g20970	mips_01_06_10	"hypothetical protein"
			mips_40_10_03
			mips_40_10_05
			mips_63_03_01
	at_At4g22680 -	mips_04_05	"myb-like protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g29940 -	mips_25_05_10	"pathogenesis related homeodomain protein (PRHA)"
	at_At4g32980 -	mips_25_05_07	"homeobox gene ATH1"
			mips_25_05_19
			mips_25_05_19_05
			mips_37
			mips_37_03
			mips_37_03_15
			mips_37_03_15_04
			mips_37_03_99
	at_At4g33470 -	mips_01_04_01	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_04_03_03
			mips_14_04_03_05
	at_At4g35040 -	mips_04_05_01_04_01	"bZip transcription factor AtbZip19"
			mips_04_05_01_04_05
			mips_14_04_07
			mips_62_01
			mips_62_01_07
			mips_63_03_01
	at_At4g37260 -	mips_04_05_01_01	"myb-related protein"
	at_At4g37940 -	mips_25_03	"MADS-box protein AGL17 -like protein"
	at_At4g38000	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At5g10280	mips_04	"putative transcription factor MYB92"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g10980	mips_30_10	"histon H3 protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g14750 -	mips_25_03	"myb transcription factor werewolf (WER)/ MYB66"
	at_At5g22880	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g24340	mips_04_01	"putative protein"
			mips_04_01_04
			mips_14_20
			mips_25_05_25
			mips_40_10_07
	at_At5g26660 -	mips_04_05	"ATMYB4 (Atmyb4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g27050 -	mips_04_05_01_04_01	"putative protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At5g27670	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g35600	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g38140	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g43250	mips_03_01_99	"unknown protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g44800 -	mips_03_01_99	"helicase-like protein"
	at_At5g53210 -	mips_14_01_03	"putative protein"
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g55690 -	mips_25_05_09	"unknown protein"
			mips_25_05_15
			mips_35_03_12
	at_At5g56960 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_63_01
			mips_63_03
	at_At5g58850	mips_40_10_99	"putative transcription factor MYB119 (MYB119)"
	at_At5g59970 -	mips_03_01	"histone H4 - like protein"
			mips_03_01_99
	at_At5g61060 -	mips_03_01	"histone deacetylase - like"
			mips_03_01_09
			mips_03_01_09_05
	at_At5g65350 -	mips_30_10_03	"histone H3"
	at_At5g65360	mips_30	"histone H3 (sp|P05203)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03
			mips_63_03_01
	at_At5g06100	mips_01	"putative transcription factor MYB33"
			mips_01_01
			mips_01_01_04
			mips_01_03
			mips_01_03_13
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At5g02560	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g02570 -	mips_03_01_99	"putative protein"
	at_At5g41200	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
	at_At5g54230	mips_04	"Myb-related transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At5g54640	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g60910 -	mips_25_03	"floral homeotic protein AGL8"
	at_At5g67300 -	mips_04_05_01_01	"myb-related protein, 33.3K (pir||S71284)"
	Training Accuracy: 47/89 (52.81%)
	Training Frequency class 'mips_40_10': 408/5270 (7.74%)

	Evaluation on validation data (2658 items):
	at_At1g19890 -	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At1g23380 -	mips_25_03	"knotted-like homeobox protein, putative"
	at_At1g49770 -	mips_25_05_10	"putative bHLH transcription factor (bHLH095)"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At1g52740	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g69560	mips_40_10_99	"myb-related transcription factor, putative"
	at_At1g75600	mips_30_10	"histone H3, putative"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g75610	mips_03_01	"histone H3, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_07
	at_At1g77950	mips_04	"similar to TDR8 protein pir|S23732"
			mips_04_05_01_04_01
			mips_25_05_15
			mips_35_03_12
			mips_40_10
			mips_63_01
	at_At1g06070 -	mips_01_04	"bZip transcription factor AtbZip69"
			mips_06_07
			mips_08_16
			mips_08_22
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_25
	at_At1g06850	mips_01	"bZip transcription factor AtbZip52"
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_06
			mips_06_07
			mips_30
			mips_30_04
			mips_30_10
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63_01
			mips_63_03
	at_At1g07790	mips_03	"histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g08460 -	mips_03_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_06_07
			mips_14_10
			mips_14_10_02
	at_At1g77070 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At2g13960	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63_03
	at_At2g23290 -	mips_04_05_01_01	"putative MYB family transcription factor"
	at_At2g31210 -	mips_14_01	"putative bHLH transcription factor (bHLH091)"
			mips_14_01_03
	at_At2g34140 -	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At2g42120	mips_03	"putative DNA polymerase delta small subunit"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_40_10_99
	at_At3g49850 -	mips_04	"MYB -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g46410	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_25
			mips_40
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At3g57230 -	mips_25_03	"MADS-box transcription factor (AGL16)"
	at_At3g12250	mips_30_10	"bZip transcription factor TGA6 / AtbZip45"
			mips_40_10_05
	at_At3g18520 -	mips_03_01	"histone deacetylase, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
	at_At3g45980	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g09480	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At3g10590	mips_14_10	"hypothetical protein"
			mips_14_10_02
			mips_40_10_03
	at_At3g44490	mips_01_04	"putative protein"
			mips_01_04_01
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
			mips_40_10_03
			mips_63_03_01
	at_At4g02840	mips_04_05_05	"small nuclear riboprotein Sm-D1-like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At4g09450 -	mips_10_05	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
	at_At4g21330 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	at_At4g35570 -	mips_04_05_01_01	"HMG delta protein"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g00870 -	mips_01_01_04	""
			mips_01_02
			mips_01_02_04
			mips_20_25
			mips_25_05_15
			mips_35_03_12
	at_At5g10390	mips_30_10	"histone H3 - like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g10400 -	mips_30_10_03	"histone H3 - like protein"
	at_At5g11050	mips_40_10_99	"putative transcription factor MYB64 (MYB64)"
	at_At5g12910 -	mips_03_01_09	"histone H3 -like protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At5g15830 -	mips_01_06_10	"bZIP transcription factor AtbZip3"
			mips_10_01_99
	at_At5g26870 -	mips_25_05_15	"putative protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At5g39700	mips_04_05_01	"myb like transcription factor (MYB89)"
			mips_04_05_01_04
			mips_40_10_99
			mips_63_03
	at_At5g49420 -	mips_25_05_09	"MADS-box protein-like"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
	at_At5g50480 -	mips_03_01_99	"transcription factor Hap5a-like"
			mips_03_03_04
			mips_03_03_04_03
	at_At5g58900 -	mips_06_01	"I-box binding factor - like protein"
	at_At5g59780	mips_04	"MYB27 protein - like"
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g59910 -	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	Validation Accuracy: 20/44 (45.45%)
	Validation Frequency class 'mips_40_10': 175/2658 (6.58%)

	Evaluation on propertest data (4472 items):
	at_At1g44900	mips_03_01_03	"transcription factor, putative"
			mips_40_10_03
			mips_40_10_99
	at_At1g48000	mips_04_05_01_04_01	"putative transcription factor MYB112"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g04880 -	mips_03_01_99	"unknown protein"
	at_At1g63910 -	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
	at_At1g67630	mips_03_01	"putative DNA polymerase alpha subunit"
			mips_03_01_03
			mips_03_01_05
			mips_40_10_99
	at_At1g68200 -	mips_63_03_01	"putative zinc finger protein"
	at_At1g69540 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At1g74430	mips_40_10_99	"putative transcription factor (MYB95)"
	at_At1g01370	mips_30_10	"centromeric histone H3 HTR12"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07820 -	mips_03	"histone H4"
			mips_03_01
			mips_03_01_99
			mips_14_04
			mips_25_05
			mips_30
	at_At1g08170	mips_03_01_99	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At1g01380	mips_04_05_01_01	"Myb homolog (CPC), putative"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g01530 -	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_25_05
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
			mips_63_01
			mips_63_03
	at_At1g08880	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g09030 -	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit A"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At1g17310 -	mips_04_05_01_04_01	"transcription factor, putative"
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35_03_12
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g20580	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_40_10_07
	at_At1g22070 -	mips_04_05_01_04_01	"bZIP transcription factor TGA3/AtbZIP22"
	at_At1g47650 -	mips_29_02	"hypothetical protein"
	at_At1g54690 -	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At2g16400	mips_01_06_01_07	"putative homeodomain transcription factor"
			mips_01_06_01_07_11
			mips_04
			mips_25_05_13
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_10
	at_At2g31220	mips_01_06	"putative transcription factor BHLH10"
			mips_14_10
			mips_14_10_02
			mips_40_07
			mips_40_10_05
	at_At2g34440 -	mips_25_05_15	"MADS-box protein (AGL29)"
			mips_35_03_12
	at_At2g35530 -	mips_13_11	"bZIP transcription factor AtbZip16"
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_29
	at_At2g38810	mips_03_01_99	"histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g22630 -	mips_25_03	"MADS-box protein AGL17 (AGL17)"
	at_At3g05860	mips_25_05_09	"putative DNA-binding protein"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
			mips_40_10_99
	at_At3g08500	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At3g12510 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_03_01
	at_At3g13445	mips_04_01	"transcription initiation factor TFIID-1 (TATA sequence-binding protein 1)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10_99
			mips_63_03
	at_At3g19510 -	mips_20_25_16	"putative homeobox protein, HAT3.1"
			mips_40_27
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_63_03_01
	at_At3g25980	mips_03_01_05_01	"putative mitotic checkpoint protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_01
			mips_03_03_04_07
			mips_40_10_03
	at_At3g44660 -	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10_02
	at_At3g44680 -	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
	at_At3g45930 -	mips_03_01_99	"Histone H4 - like protein"
	at_At3g53650	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g53730	mips_03_01_99	"histone H4-like protein"
			mips_30_10
			mips_40_10_03
	at_At3g56980 -	mips_14_01_03	"putative bHLH transcription factor (bHLH039)"
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g58120 -	mips_40_04	"bZip transcription factor AtbZip61"
	at_At3g09370 -	mips_04_05_01_04_01	"MYB family like transcription factor"
	at_At3g09600 -	mips_04_05_01_04_03	"putative MYB-related protein"
			mips_06_07
			mips_06_07_04
	at_At3g56220 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_63_01
			mips_63_03
	at_At3g66656	mips_04_05_01_04_01	"SRF-type transcription factor"
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10_99
			mips_63_03_01
	at_At4g13570	mips_03	"histone H2A.F/Z - like protein"
			mips_03_01
			mips_03_01_11
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At4g17780 -	mips_01_01_04	"MYB transcription factor like protein"
			mips_01_03
			mips_01_03_13
	at_At4g17880	mips_40_10_05	"putative transcription factor BHLH4"
	at_At4g25400 -	mips_04_05_01_04_01	"putative protein"
	at_At4g29930 -	mips_01_06	"putative bHLH transcription factor (bHLH027)"
			mips_01_06_10
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_07
			mips_63_01
			mips_63_03
			mips_63_03_01
	at_At4g32730 -	mips_03_03_01_02	"putative myb-protein"
			mips_62_02_01_01
	at_At4g36870 -	mips_14_10	"BEL1-like homeobox 2 protein (BLH2)"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_03_01
	at_At4g39250 -	mips_06_01	"putative protein"
	at_At4g40030	mips_30_10	"histone H3.3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g04640 -	mips_25_03	"MADS-box protein - like"
	at_At4g00540 -	mips_01_01_04	"putative c-myb-like transcription factor (MYB3R2)"
			mips_01_03_13
	at_At4g01680 -	mips_04_05	"putative transcription factor"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g38620 -	mips_04_05	"putative transcription factor (MYB4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g06500 -	mips_25_03	"putative protein"
	at_At5g08190 -	mips_04_05_01_01	"DR1-like protein"
			mips_04_05_01_04_03
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g15800	mips_04	"transcription factor (AGL2)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
	at_At5g23420 -	mips_37	"unknown protein"
			mips_37_03
			mips_37_03_01
	at_At5g26040 -	mips_01_04_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g27090 -	mips_01_01_04	"putative protein"
			mips_01_02_04
	at_At5g27720	mips_04_05_05_01	"glycine rich protein - like"
			mips_04_05_05_01_10
			mips_04_99
			mips_40_10_07
			mips_63_03_03
	at_At5g38620 -	mips_04_05_01_04_01	"MADS-box protein-like"
			mips_04_05_01_04_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At5g44080	mips_40_10_05	"bZIP protein AtbZIP13"
	at_At5g47640 -	mips_04_05_01_04_03	"unknown protein"
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g50490	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_40_10_03
	at_At5g53200	mips_04_05_01_01	"putative protein"
			mips_25_03
			mips_40_10_99
	at_At5g58890	mips_04	"putative protein"
			mips_40_10
	at_At5g59430 -	mips_30	"telomere repeat-binding protein"
			mips_30_10_03
	at_At5g59690 -	mips_03_01_99	"histone H4 - like protein"
	at_At5g59870	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g60440 -	mips_25_03	"putative MADS box protein"
	at_At5g63110	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_40_10_03
			mips_63_03_01
	at_At5g63960 -	mips_03_01_05_01	"DNA polymerase III catalytic subunit"
	at_At5g67100 -	mips_03_01_05_01	"DNA polymerase alpha 1"
	at_At5g02870 -	mips_05_01_01	"60S ribosomal protein - like"
	at_At5g05790	mips_04_05_01_04_01	"putative protein"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At5g13790	mips_25_03	"floral homeotic protein AGL15 (sp|Q38847)"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
			mips_40_10_99
	Propertest Accuracy: 32/79 (40.51%)
	Propertest Frequency class 'mips_40_10': 311/4472 (6.95%)

	New (unknown) data (2658 items):
	at_At1g14350 -	no entry	null
	at_At1g18960 -	no entry	null
	at_At1g20980 -	no entry	null
	at_At1g24260 -	no entry	null
	at_At1g03040 -	no entry	null
	at_At1g26780 -	no entry	null
	at_At1g27360 -	no entry	null
	at_At1g34670 -	no entry	null
	at_At1g51700 -	no entry	null
	at_At1g53160 -	no entry	null
	at_At1g54260 -	no entry	null
	at_At1g60060 -	no entry	null
	at_At1g66380 -	no entry	null
	at_At1g66390 -	no entry	null
	at_At1g67680 -	no entry	null
	at_At1g68320 -	no entry	null
	at_At1g06170 -	no entry	null
	at_At1g06180 -	no entry	null
	at_At1g72210 -	no entry	null
	at_At1g74650 -	no entry	null
	at_At1g75250 -	no entry	null
	at_At2g16720 -	no entry	null
	at_At2g40210 -	no entry	null
	at_At3g23250 -	no entry	null
	at_At3g54340 -	no entry	null
	at_At4g26930 -	no entry	null
	at_At2g02820 -	no entry	null
	at_At1g08320 -	no entry	null
	at_At2g16910 -	no entry	null
	at_At2g18050 -	no entry	null
	at_At2g23760 -	no entry	null
	at_At2g25230 -	no entry	null
	at_At2g28700 -	no entry	null
	at_At2g30420 -	no entry	null
	at_At1g09950 -	no entry	null
	at_At2g36890 -	no entry	null
	at_At2g41130 -	no entry	null
	at_At2g47070 -	no entry	null
	at_At2g47810 -	no entry	null
	at_At3g12720 -	no entry	null
	at_At3g12820 -	no entry	null
	at_At3g15270 -	no entry	null
	at_At3g27920 -	no entry	null
	at_At3g28470 -	no entry	null
	at_At3g28910 -	no entry	null
	at_At3g46130 -	no entry	null
	at_At3g49690 -	no entry	null
	at_At3g50410 -	no entry	null
	at_At3g55370 -	no entry	null
	at_At3g60460 -	no entry	null
	at_At3g62610 -	no entry	null
	at_At4g00940 -	no entry	null
	at_At4g08150 -	no entry	null
	at_At4g09460 -	no entry	null
	at_At4g13480 -	no entry	null
	at_At4g18650 -	no entry	null
	at_At4g18660 -	no entry	null
	at_At4g18680 -	no entry	null
	at_At4g21050 -	no entry	null
	at_At4g21080 -	no entry	null
	at_At4g28110 -	no entry	null
	at_At4g34990 -	no entry	null
	at_At5g11060 -	no entry	null
	at_At5g11510 -	no entry	null
	at_At5g12870 -	no entry	null
	at_At5g14340 -	no entry	null
	at_At5g17800 -	no entry	null
	at_At5g18830 -	no entry	null
	at_At5g23000 -	no entry	null
	at_At5g24800 -	no entry	null
	at_At5g27810 -	no entry	null
	at_At5g27910 -	no entry	null
	at_At5g45830 -	no entry	null
	at_At5g48670 -	no entry	null
	at_At5g49620 -	no entry	null
	at_At5g51790 -	no entry	null
	at_At5g52260 -	no entry	null
	at_At5g52600 -	no entry	null
	at_At5g55020 -	no entry	null
	at_At5g57150 -	no entry	null
	at_At5g61420 -	no entry	null
	at_At5g62430 -	no entry	null
	at_At5g62470 -	no entry	null
	at_At5g62940 -	no entry	null
	at_At5g65230 -	no entry	null
	at_At5g65640 -	mips_04	"putative bHLH transcription factor (bHLH093)"
	at_At5g06840 -	no entry	null
	at_At5g04760 -	no entry	null
	at_At5g07690 -	no entry	null
	at_At5g08780 -	no entry	null
	at_At5g16600 -	no entry	null
	at_At5g16770 -	no entry	null
	at_At5g60200 -	no entry	null
	at_At1g25340 -	no entry	null
	at_At1g03970 -	no entry	null
	at_At1g56160 -	no entry	null
	at_At1g56650 -	no entry	null
	at_At1g57560 -	no entry	null
	at_At1g60880 -	no entry	null
	at_At1g71030 -	no entry	null
	at_At1g74080 -	no entry	null
	at_At1g21340 -	no entry	null
	at_At1g22640 -	no entry	null
	at_At1g76580 -	no entry	null
	at_At2g22750 -	no entry	null
	at_At2g28510 -	no entry	null
	at_At2g32460 -	no entry	null
	at_At2g37120 -	no entry	null
	at_At2g47190 -	no entry	null
	at_At3g56970 -	no entry	null
	at_At3g61250 -	no entry	null
	at_At3g61850 -	no entry	null
	at_At3g13890 -	no entry	null
	at_At3g14880 -	no entry	null
	at_At3g48920 -	no entry	null
	at_At4g18690 -	no entry	null
	at_At4g21030 -	no entry	null
	at_At4g21040 -	no entry	null
	at_At4g21110 -	no entry	null
	at_At4g21440 -	no entry	null
	at_At4g25410 -	no entry	null
	at_At4g33450 -	no entry	null
	at_At4g37780 -	no entry	null
	at_At4g37850 -	no entry	null
	at_At5g07700 -	no entry	null
	at_At5g26650 -	no entry	null
	at_At5g35550 -	no entry	null
	at_At5g40120 -	no entry	null
	at_At5g46830 -	no entry	null
	at_At5g56110 -	no entry	null
	at_At5g66940 -	no entry	null
	at_At1g20690 -	no entry	null
	at_At1g21970 -	no entry	null
	at_At1g29160 -	no entry	null
	at_At1g31630 -	no entry	null
	at_At1g32640 -	no entry	null
	at_At1g37080 -	no entry	null
	at_At1g43330 -	no entry	null
	at_At1g58330 -	no entry	null
	at_At1g66230 -	no entry	null
	at_At1g69170 -	no entry	null
	at_At1g72740 -	no entry	null
	at_At1g79180 -	no entry	null
	at_At1g07640 -	no entry	null
	at_At1g08810 -	no entry	null
	at_At1g12860 -	no entry	null
	at_At1g66370 -	no entry	null
	at_At1g06760 -	no entry	null
	at_At2g15660 -	no entry	null
	at_At2g22760 -	no entry	null
	at_At2g22770 -	no entry	null
	at_At2g27230 -	no entry	null
	at_At2g28810 -	no entry	null
	at_At2g31180 -	no entry	null
	at_At2g33810 -	no entry	null
	at_At2g42200 -	no entry	null
	at_At2g47460 -	no entry	null
	at_At3g02940 -	no entry	null
	at_At3g06120 -	no entry	null
	at_At3g06490 -	no entry	null
	at_At3g13540 -	no entry	null
	at_At3g24310 -	no entry	null
	at_At3g25710 -	no entry	null
	at_At3g26744 -	no entry	null
	at_At3g27780 -	no entry	null
	at_At3g27810 -	no entry	null
	at_At3g30210 -	no entry	null
	at_At3g47600 -	no entry	null
	at_At3g52440 -	no entry	null
	at_At3g53370 -	no entry	null
	at_At3g56770 -	no entry	null
	at_At3g60030 -	no entry	null
	at_At3g61950 -	no entry	null
	at_At4g05100 -	no entry	null
	at_At3g01140 -	no entry	null
	at_At3g01530 -	no entry	null
	at_At4g12350 -	no entry	null
	at_At4g25560 -	no entry	null
	at_At4g38900 -	no entry	null
	at_At5g04740 -	no entry	null
	at_At4g02640 -	mips_65	"bZIP protein Atbzip10"
	at_At5g15310 -	no entry	null
	at_At5g27130 -	no entry	null
	at_At5g27960 -	no entry	null
	at_At5g39750 -	no entry	null
	at_At5g40360 -	no entry	null
	at_At5g42910 -	no entry	null
	at_At5g43270 -	no entry	null
	at_At5g46690 -	no entry	null
	at_At5g49330 -	no entry	null
	at_At5g50570 -	no entry	null
	at_At5g50670 -	no entry	null
	at_At5g51780 -	no entry	null
	at_At5g53900 -	no entry	null
	at_At5g57620 -	no entry	null
	at_At5g58010 -	no entry	null
	at_At5g60890 -	no entry	null
	at_At5g65320 -	no entry	null
	at_At5g65590 -	no entry	null
	at_At5g65790 -	no entry	null
	at_At5g02320 -	no entry	null
	at_At5g22110 -	no entry	null
	at_At5g41315 -	no entry	null
	at_At5g62320 -	no entry	null


------------------
Rule 2488
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,ascaris),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,liliopsida),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,atp_binding) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,corynebacterium),db_ref(_2,interpro) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,desulfurococcaceae),db_ref(_2,pfam) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,chain) = 0
	->  class mips_63_03 "nucleic acid binding"

	Evaluation on training data (5270 items):
	at_At1g13370	mips_30_10	"unknown protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g02140 -	mips_04	"Mago Nashi-like protein"
			mips_04_09
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_23
			mips_30
			mips_30_04
			mips_40
			mips_40_10
			mips_67
			mips_67_01
			mips_67_04
			mips_99
	at_At1g16490 -	mips_40_10_99	"transcription factor (MYB58) like protein"
	at_At1g17950 -	mips_04_05_01_01	"unknown protein"
	at_At1g18570 -	mips_04_05_01_01	"putative protein"
	at_At1g19490 -	mips_01_20_37	"bZip transcription factor AtbZip62"
			mips_01_20_37_01
			mips_06_10
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_40_10_03
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
	at_At1g23370 -	mips_04	"homeotic protein, putative"
			mips_14_04
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_10
	at_At1g27370 -	mips_04	"putative squamosa-promoter binding protein 2"
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_98
	at_At1g03330	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At1g35490 -	mips_30_10	"unknown protein"
			mips_65
	at_At1g51060	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g55520 -	mips_04_01	"transcription initiation factor TFIID-2"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_99
	at_At1g55650	mips_04_01	"unknown protein"
			mips_04_01_99
			mips_20_25_16
			mips_25_05_10
			mips_40_27
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_62_01
			mips_62_01_07
			mips_63_03_01
	at_At1g73410	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
	at_At1g75410 -	mips_25_05_10	"homeodomain protein BELL1, putative"
			mips_25_05_13
			mips_25_05_15
			mips_33_03_13
			mips_35_03_17
	at_At1g76300	mips_04	"putative small nuclear ribonucleoprotein Sm D3"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_40
			mips_40_10
			mips_40_10_07
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
	at_At3g30260 -	mips_04_05_01_04_01	"MADS box-like protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At3g46590 -	mips_04_05	"telomere repeat-binding protein homolog"
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g54560	mips_03_01_99	"histone H2A.F/Z"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g27230	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g40040	mips_30_10	"Histon H3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07660 -	mips_03_01_99	"histone H4"
			mips_30_10
			mips_40_10_03
	at_At2g17560 -	mips_25_05_10	"putative HMG protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g08520	mips_01_20_19	"Mg-chelatase like protein"
			mips_01_20_19_01
			mips_03_01_03
			mips_40_10_03
			mips_40_10_99
			mips_63_03_01
	at_At2g21230	mips_04_05	"bZIP transcription factor AtbZip30"
			mips_04_05_01
			mips_04_05_01_04
			mips_40_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_03
			mips_63_07
	at_At1g08970	mips_03_01_99	"transcription factor like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g09200	mips_30_10	"histone H3 like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g26320	mips_04_05_01_04_01	"MADS-box protein (AGL33)"
			mips_25_05_09
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10
			mips_63_03_01
	at_At2g26950 -	mips_03_03	"putative MYB family transcription factor"
			mips_03_03_01
			mips_14_10_02
			mips_40_10_03
	at_At2g26960 -	mips_40_10_99	"putative transcription factor (MYB81)"
	at_At2g28720	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28750 -	mips_03_01_99	"pseudogene"
	at_At1g09540 -	mips_04	"putative transcription factor (MYB61)"
			mips_40_10
	at_At2g37060	mips_04_05_01_04_03	"putative CCAAT-box binding trancription factor"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g37470	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At2g37590 -	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At2g38880	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g39880 -	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
			mips_04_05_01_01
	at_At2g46510 -	mips_25_05_13	"putative bHLH transcription factor (bHLH017)"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g46590 -	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At3g11440 -	mips_01_01_04	"transcription factor like protein (MYB65)"
			mips_01_03_13
	at_At3g18650 -	mips_25_03	"hypothetical protein"
	at_At3g20670	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g27360 -	mips_30	"histone H3 like protein"
			mips_30_10_03
	at_At3g29020	mips_03	"putative transcription factor (MYB110)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_25
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At3g46030 -	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g46320 -	mips_03_01_99	"histone H4-like protein"
	at_At3g50060 -	mips_03_03_01	"R2R3-MYB transcription factor"
			mips_04_05_01_01
	at_At3g51880 -	mips_04_05_01_01	"high mobility group protein 2-like"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_17
	at_At3g53200 -	mips_04_05_01	"putative transcription factor (MYB27)"
			mips_04_05_01_01
			mips_04_05_01_04
	at_At4g00480 -	mips_03_01_05_01	"putative transcription factor BHLH12"
	at_At4g14540 -	mips_04_05_01_04_03	"CCAAT-binding transcription factor subunit A(CBF-A)"
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At4g16430	mips_04	"putative transcription factor BHLH3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_03
			mips_25
			mips_25_05
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_10
			mips_63
			mips_63_03
			mips_98
			mips_99
	at_At4g18770 -	mips_03	"myb - like protein"
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04
			mips_14_04
			mips_40_10_99
	at_At4g20970	mips_01_06_10	"hypothetical protein"
			mips_40_10_03
			mips_40_10_05
			mips_63_03_01
	at_At4g22680 -	mips_04_05	"myb-like protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g29940 -	mips_25_05_10	"pathogenesis related homeodomain protein (PRHA)"
	at_At4g32980 -	mips_25_05_07	"homeobox gene ATH1"
			mips_25_05_19
			mips_25_05_19_05
			mips_37
			mips_37_03
			mips_37_03_15
			mips_37_03_15_04
			mips_37_03_99
	at_At4g33470 -	mips_01_04_01	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_04_03_03
			mips_14_04_03_05
	at_At4g35040	mips_04_05_01_04_01	"bZip transcription factor AtbZip19"
			mips_04_05_01_04_05
			mips_14_04_07
			mips_62_01
			mips_62_01_07
			mips_63_03_01
	at_At4g37260 -	mips_04_05_01_01	"myb-related protein"
	at_At4g37940 -	mips_25_03	"MADS-box protein AGL17 -like protein"
	at_At4g38000 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At5g10280 -	mips_04	"putative transcription factor MYB92"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g10980	mips_30_10	"histon H3 protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g14750 -	mips_25_03	"myb transcription factor werewolf (WER)/ MYB66"
	at_At5g22880	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g26660 -	mips_04_05	"ATMYB4 (Atmyb4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g27050	mips_04_05_01_04_01	"putative protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At5g27670	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g35600	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g38140	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g43250	mips_03_01_99	"unknown protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g44800 -	mips_03_01_99	"helicase-like protein"
	at_At5g53210 -	mips_14_01_03	"putative protein"
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g55690 -	mips_25_05_09	"unknown protein"
			mips_25_05_15
			mips_35_03_12
	at_At5g56960	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_63_01
			mips_63_03
	at_At5g58850 -	mips_40_10_99	"putative transcription factor MYB119 (MYB119)"
	at_At5g59970 -	mips_03_01	"histone H4 - like protein"
			mips_03_01_99
	at_At5g61060 -	mips_03_01	"histone deacetylase - like"
			mips_03_01_09
			mips_03_01_09_05
	at_At5g65350 -	mips_30_10_03	"histone H3"
	at_At5g65360	mips_30	"histone H3 (sp|P05203)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03
			mips_63_03_01
	at_At5g06100 -	mips_01	"putative transcription factor MYB33"
			mips_01_01
			mips_01_01_04
			mips_01_03
			mips_01_03_13
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At5g02560	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g02570 -	mips_03_01_99	"putative protein"
	at_At5g41200 -	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
	at_At5g54230 -	mips_04	"Myb-related transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At5g54640	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g60910 -	mips_25_03	"floral homeotic protein AGL8"
	at_At5g67300 -	mips_04_05_01_01	"myb-related protein, 33.3K (pir||S71284)"
	Training Accuracy: 34/90 (37.78%)
	Training Frequency class 'mips_63_03': 271/5270 (5.14%)

	Evaluation on validation data (2658 items):
	at_At1g19890 -	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At1g23380 -	mips_25_03	"knotted-like homeobox protein, putative"
	at_At1g49770 -	mips_25_05_10	"putative bHLH transcription factor (bHLH095)"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At1g52740	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g63650 -	mips_01_01	"putative transcription factor (BHLH2)"
			mips_01_01_04
			mips_01_02
			mips_01_02_04
			mips_03_03
			mips_03_03_01
			mips_13_01
			mips_30_10
			mips_40_10_03
	at_At1g69560 -	mips_40_10_99	"myb-related transcription factor, putative"
	at_At1g75600	mips_30_10	"histone H3, putative"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g75610 -	mips_03_01	"histone H3, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_07
	at_At1g77950 -	mips_04	"similar to TDR8 protein pir|S23732"
			mips_04_05_01_04_01
			mips_25_05_15
			mips_35_03_12
			mips_40_10
			mips_63_01
	at_At1g06070 -	mips_01_04	"bZip transcription factor AtbZip69"
			mips_06_07
			mips_08_16
			mips_08_22
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_25
	at_At1g06850	mips_01	"bZip transcription factor AtbZip52"
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_06
			mips_06_07
			mips_30
			mips_30_04
			mips_30_10
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63_01
			mips_63_03
	at_At1g07790	mips_03	"histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g08460 -	mips_03_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_06_07
			mips_14_10
			mips_14_10_02
	at_At1g13600 -	mips_13_05	"bZip transcription factor AtbZip58"
			mips_13_05_01
			mips_30_10
			mips_63_17_01
	at_At1g77070 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At2g13960	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63_03
	at_At2g23290 -	mips_04_05_01_01	"putative MYB family transcription factor"
	at_At2g31210 -	mips_14_01	"putative bHLH transcription factor (bHLH091)"
			mips_14_01_03
	at_At2g34140 -	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At2g42120 -	mips_03	"putative DNA polymerase delta small subunit"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_40_10_99
	at_At3g49850 -	mips_04	"MYB -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At2g46410	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_25
			mips_40
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At3g57230 -	mips_25_03	"MADS-box transcription factor (AGL16)"
	at_At3g12250 -	mips_30_10	"bZip transcription factor TGA6 / AtbZip45"
			mips_40_10_05
	at_At3g18100 -	mips_03_03_01_01	"putative transcription factor (MYB4R1)"
			mips_03_03_01_01_09
	at_At3g18520 -	mips_03_01	"histone deacetylase, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
	at_At3g45980	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g09480	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At3g10590 -	mips_14_10	"hypothetical protein"
			mips_14_10_02
			mips_40_10_03
	at_At3g44490	mips_01_04	"putative protein"
			mips_01_04_01
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
			mips_40_10_03
			mips_63_03_01
	at_At4g02840	mips_04_05_05	"small nuclear riboprotein Sm-D1-like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At4g09450 -	mips_10_05	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
	at_At4g21330 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	at_At4g35570 -	mips_04_05_01_01	"HMG delta protein"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g00870 -	mips_01_01_04	""
			mips_01_02
			mips_01_02_04
			mips_20_25
			mips_25_05_15
			mips_35_03_12
	at_At5g10390	mips_30_10	"histone H3 - like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g10400 -	mips_30_10_03	"histone H3 - like protein"
	at_At5g11050 -	mips_40_10_99	"putative transcription factor MYB64 (MYB64)"
	at_At5g12910 -	mips_03_01_09	"histone H3 -like protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At5g15830 -	mips_01_06_10	"bZIP transcription factor AtbZip3"
			mips_10_01_99
	at_At5g26870 -	mips_25_05_15	"putative protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At5g39700	mips_04_05_01	"myb like transcription factor (MYB89)"
			mips_04_05_01_04
			mips_40_10_99
			mips_63_03
	at_At5g49420 -	mips_25_05_09	"MADS-box protein-like"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
	at_At5g50480 -	mips_03_01_99	"transcription factor Hap5a-like"
			mips_03_03_04
			mips_03_03_04_03
	at_At5g58900 -	mips_06_01	"I-box binding factor - like protein"
	at_At5g59780 -	mips_04	"MYB27 protein - like"
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g59910 -	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	Validation Accuracy: 12/47 (25.53%)
	Validation Frequency class 'mips_63_03': 139/2658 (5.23%)

	Evaluation on propertest data (4472 items):
	at_At1g44900 -	mips_03_01_03	"transcription factor, putative"
			mips_40_10_03
			mips_40_10_99
	at_At1g48000 -	mips_04_05_01_04_01	"putative transcription factor MYB112"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g04880 -	mips_03_01_99	"unknown protein"
	at_At1g63910 -	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
	at_At1g67630 -	mips_03_01	"putative DNA polymerase alpha subunit"
			mips_03_01_03
			mips_03_01_05
			mips_40_10_99
	at_At1g68200	mips_63_03_01	"putative zinc finger protein"
	at_At1g69540	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At1g74430 -	mips_40_10_99	"putative transcription factor (MYB95)"
	at_At1g01370	mips_30_10	"centromeric histone H3 HTR12"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07820 -	mips_03	"histone H4"
			mips_03_01
			mips_03_01_99
			mips_14_04
			mips_25_05
			mips_30
	at_At1g08170 -	mips_03_01_99	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At1g01380 -	mips_04_05_01_01	"Myb homolog (CPC), putative"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g01530	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_25_05
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
			mips_63_01
			mips_63_03
	at_At1g08880	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g09030	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit A"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At1g17310 -	mips_04_05_01_04_01	"transcription factor, putative"
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35_03_12
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g20580 -	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_40_10_07
	at_At1g22070 -	mips_04_05_01_04_01	"bZIP transcription factor TGA3/AtbZIP22"
	at_At1g47650 -	mips_29_02	"hypothetical protein"
	at_At1g54690 -	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At2g16400 -	mips_01_06_01_07	"putative homeodomain transcription factor"
			mips_01_06_01_07_11
			mips_04
			mips_25_05_13
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_10
	at_At2g31220 -	mips_01_06	"putative transcription factor BHLH10"
			mips_14_10
			mips_14_10_02
			mips_40_07
			mips_40_10_05
	at_At2g34440 -	mips_25_05_15	"MADS-box protein (AGL29)"
			mips_35_03_12
	at_At2g35530 -	mips_13_11	"bZIP transcription factor AtbZip16"
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_29
	at_At2g38810	mips_03_01_99	"histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g22630 -	mips_25_03	"MADS-box protein AGL17 (AGL17)"
	at_At3g05860 -	mips_25_05_09	"putative DNA-binding protein"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
			mips_40_10_99
	at_At3g08500 -	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At3g12510	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_03_01
	at_At3g13445	mips_04_01	"transcription initiation factor TFIID-1 (TATA sequence-binding protein 1)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10_99
			mips_63_03
	at_At3g19510	mips_20_25_16	"putative homeobox protein, HAT3.1"
			mips_40_27
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_63_03_01
	at_At3g25980 -	mips_03_01_05_01	"putative mitotic checkpoint protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_01
			mips_03_03_04_07
			mips_40_10_03
	at_At3g44660 -	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10_02
	at_At3g44680 -	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
	at_At3g45930 -	mips_03_01_99	"Histone H4 - like protein"
	at_At3g53650	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g53730 -	mips_03_01_99	"histone H4-like protein"
			mips_30_10
			mips_40_10_03
	at_At3g56980 -	mips_14_01_03	"putative bHLH transcription factor (bHLH039)"
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g58120 -	mips_40_04	"bZip transcription factor AtbZip61"
	at_At3g09370 -	mips_04_05_01_04_01	"MYB family like transcription factor"
	at_At3g09600 -	mips_04_05_01_04_03	"putative MYB-related protein"
			mips_06_07
			mips_06_07_04
	at_At3g56220	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_63_01
			mips_63_03
	at_At3g66656	mips_04_05_01_04_01	"SRF-type transcription factor"
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10_99
			mips_63_03_01
	at_At4g13570	mips_03	"histone H2A.F/Z - like protein"
			mips_03_01
			mips_03_01_11
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At4g17780 -	mips_01_01_04	"MYB transcription factor like protein"
			mips_01_03
			mips_01_03_13
	at_At4g17880 -	mips_40_10_05	"putative transcription factor BHLH4"
	at_At4g25400 -	mips_04_05_01_04_01	"putative protein"
	at_At4g29930	mips_01_06	"putative bHLH transcription factor (bHLH027)"
			mips_01_06_10
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_07
			mips_63_01
			mips_63_03
			mips_63_03_01
	at_At4g32730 -	mips_03_03_01_02	"putative myb-protein"
			mips_62_02_01_01
	at_At4g36870	mips_14_10	"BEL1-like homeobox 2 protein (BLH2)"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_03_01
	at_At4g39250 -	mips_06_01	"putative protein"
	at_At4g40030	mips_30_10	"histone H3.3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g04640 -	mips_25_03	"MADS-box protein - like"
	at_At4g00540 -	mips_01_01_04	"putative c-myb-like transcription factor (MYB3R2)"
			mips_01_03_13
	at_At4g01680 -	mips_04_05	"putative transcription factor"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g38620 -	mips_04_05	"putative transcription factor (MYB4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g06500 -	mips_25_03	"putative protein"
	at_At5g08190 -	mips_04_05_01_01	"DR1-like protein"
			mips_04_05_01_04_03
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g15800 -	mips_04	"transcription factor (AGL2)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
	at_At5g23420 -	mips_37	"unknown protein"
			mips_37_03
			mips_37_03_01
	at_At5g26040 -	mips_01_04_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g27090 -	mips_01_01_04	"putative protein"
			mips_01_02_04
	at_At5g27720	mips_04_05_05_01	"glycine rich protein - like"
			mips_04_05_05_01_10
			mips_04_99
			mips_40_10_07
			mips_63_03_03
	at_At5g38620	mips_04_05_01_04_01	"MADS-box protein-like"
			mips_04_05_01_04_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At5g44080 -	mips_40_10_05	"bZIP protein AtbZIP13"
	at_At5g47640 -	mips_04_05_01_04_03	"unknown protein"
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g50490 -	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_40_10_03
	at_At5g53200 -	mips_04_05_01_01	"putative protein"
			mips_25_03
			mips_40_10_99
	at_At5g58890 -	mips_04	"putative protein"
			mips_40_10
	at_At5g59430 -	mips_30	"telomere repeat-binding protein"
			mips_30_10_03
	at_At5g59690 -	mips_03_01_99	"histone H4 - like protein"
	at_At5g59870 -	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g60440 -	mips_25_03	"putative MADS box protein"
	at_At5g63110	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_40_10_03
			mips_63_03_01
	at_At5g02030 -	mips_04_05_01_04_01	"putative homeodomain protein"
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_37_03_01_01_01_01
			mips_37_03_01_01_01_02
	at_At5g05790 -	mips_04_05_01_04_01	"putative protein"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At5g13790 -	mips_25_03	"floral homeotic protein AGL15 (sp|Q38847)"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
			mips_40_10_99
	Propertest Accuracy: 20/77 (25.97%)
	Propertest Frequency class 'mips_63_03': 228/4472 (5.10%)

	New (unknown) data (2658 items):
	at_At1g14350 -	no entry	null
	at_At1g18960 -	no entry	null
	at_At1g20980 -	no entry	null
	at_At1g24260 -	no entry	null
	at_At1g03040 -	no entry	null
	at_At1g26780 -	no entry	null
	at_At1g27360 -	no entry	null
	at_At1g34670 -	no entry	null
	at_At1g51700 -	no entry	null
	at_At1g53160 -	no entry	null
	at_At1g54260 -	no entry	null
	at_At1g60060 -	no entry	null
	at_At1g66380 -	no entry	null
	at_At1g66390 -	no entry	null
	at_At1g67680 -	no entry	null
	at_At1g68320 -	no entry	null
	at_At1g06170 -	no entry	null
	at_At1g06180 -	no entry	null
	at_At1g72210 -	no entry	null
	at_At1g74650 -	no entry	null
	at_At1g75250 -	no entry	null
	at_At2g16720 -	no entry	null
	at_At2g40210 -	no entry	null
	at_At3g23250 -	no entry	null
	at_At3g54340 -	no entry	null
	at_At4g26930 -	no entry	null
	at_At2g02820 -	no entry	null
	at_At1g08320 -	no entry	null
	at_At2g16910 -	no entry	null
	at_At2g18050 -	no entry	null
	at_At2g23760 -	no entry	null
	at_At2g25230 -	no entry	null
	at_At2g28700 -	no entry	null
	at_At2g30420 -	no entry	null
	at_At1g09950 -	no entry	null
	at_At2g36890 -	no entry	null
	at_At2g41130 -	no entry	null
	at_At2g47070 -	no entry	null
	at_At2g47810 -	no entry	null
	at_At3g12720 -	no entry	null
	at_At3g12820 -	no entry	null
	at_At3g15270 -	no entry	null
	at_At3g27920 -	no entry	null
	at_At3g28470 -	no entry	null
	at_At3g28910 -	no entry	null
	at_At3g46130 -	no entry	null
	at_At3g49690 -	no entry	null
	at_At3g50410 -	no entry	null
	at_At3g55370 -	no entry	null
	at_At3g60460 -	no entry	null
	at_At3g62610 -	no entry	null
	at_At4g00940 -	no entry	null
	at_At4g08150 -	no entry	null
	at_At4g09460 -	no entry	null
	at_At4g13480 -	no entry	null
	at_At4g18650 -	no entry	null
	at_At4g18660 -	no entry	null
	at_At4g18680 -	no entry	null
	at_At4g21050 -	no entry	null
	at_At4g21080 -	no entry	null
	at_At4g28110 -	no entry	null
	at_At4g34990 -	no entry	null
	at_At5g11060 -	no entry	null
	at_At5g11510 -	no entry	null
	at_At5g12870 -	no entry	null
	at_At5g14340 -	no entry	null
	at_At5g17800 -	no entry	null
	at_At5g18830 -	no entry	null
	at_At5g23000 -	no entry	null
	at_At5g24800 -	no entry	null
	at_At5g27810 -	no entry	null
	at_At5g27910 -	no entry	null
	at_At5g45830 -	no entry	null
	at_At5g48670 -	no entry	null
	at_At5g49620 -	no entry	null
	at_At5g51790 -	no entry	null
	at_At5g52260 -	no entry	null
	at_At5g52600 -	no entry	null
	at_At5g55020 -	no entry	null
	at_At5g57150 -	no entry	null
	at_At5g61420 -	no entry	null
	at_At5g62430 -	no entry	null
	at_At5g62470 -	no entry	null
	at_At5g62940 -	no entry	null
	at_At5g65230 -	no entry	null
	at_At5g65640 -	mips_04	"putative bHLH transcription factor (bHLH093)"
	at_At5g06840 -	no entry	null
	at_At5g04760 -	no entry	null
	at_At5g07690 -	no entry	null
	at_At5g08780 -	no entry	null
	at_At5g16600 -	no entry	null
	at_At5g16770 -	no entry	null
	at_At5g60200 -	no entry	null
	at_At1g01260 -	no entry	null
	at_At1g25340 -	no entry	null
	at_At1g31640 -	no entry	null
	at_At1g03970 -	no entry	null
	at_At1g56160 -	no entry	null
	at_At1g56650 -	no entry	null
	at_At1g57560 -	no entry	null
	at_At1g60880 -	no entry	null
	at_At1g71030 -	no entry	null
	at_At1g74080 -	no entry	null
	at_At1g21340 -	no entry	null
	at_At1g22640 -	no entry	null
	at_At1g76580 -	no entry	null
	at_At2g22750 -	no entry	null
	at_At2g28510 -	no entry	null
	at_At2g32460 -	no entry	null
	at_At2g37120 -	no entry	null
	at_At2g47190 -	no entry	null
	at_At3g56970 -	no entry	null
	at_At3g61250 -	no entry	null
	at_At3g61850 -	no entry	null
	at_At3g13890 -	no entry	null
	at_At3g14880 -	no entry	null
	at_At3g48920 -	no entry	null
	at_At4g18690 -	no entry	null
	at_At4g21030 -	no entry	null
	at_At4g21040 -	no entry	null
	at_At4g21110 -	no entry	null
	at_At4g21440 -	no entry	null
	at_At4g25410 -	no entry	null
	at_At4g33450 -	no entry	null
	at_At4g37780 -	no entry	null
	at_At4g37850 -	no entry	null
	at_At5g07700 -	no entry	null
	at_At5g26650 -	no entry	null
	at_At5g35550 -	no entry	null
	at_At5g40120 -	no entry	null
	at_At5g46760 -	no entry	null
	at_At5g46830 -	no entry	null
	at_At5g56110 -	no entry	null
	at_At5g60850 -	no entry	null
	at_At5g66940 -	no entry	null
	at_At1g20690 -	no entry	null
	at_At1g21970 -	no entry	null
	at_At1g29160 -	no entry	null
	at_At1g31630 -	no entry	null
	at_At1g32640 -	no entry	null
	at_At1g37080 -	no entry	null
	at_At1g43330 -	no entry	null
	at_At1g58330 -	no entry	null
	at_At1g66230 -	no entry	null
	at_At1g69170 -	no entry	null
	at_At1g72740 -	no entry	null
	at_At1g79180 -	no entry	null
	at_At1g07640 -	no entry	null
	at_At1g08810 -	no entry	null
	at_At1g12860 -	no entry	null
	at_At1g66370 -	no entry	null
	at_At1g06760 -	no entry	null
	at_At2g15660 -	no entry	null
	at_At2g22760 -	no entry	null
	at_At2g22770 -	no entry	null
	at_At2g27230 -	no entry	null
	at_At2g28810 -	no entry	null
	at_At2g31180 -	no entry	null
	at_At2g33810 -	no entry	null
	at_At2g42200 -	no entry	null
	at_At2g47460 -	no entry	null
	at_At3g02940 -	no entry	null
	at_At3g06120 -	no entry	null
	at_At3g06490 -	no entry	null
	at_At3g13540 -	no entry	null
	at_At3g24310 -	no entry	null
	at_At3g25710 -	no entry	null
	at_At3g26744 -	no entry	null
	at_At3g27780 -	no entry	null
	at_At3g27810 -	no entry	null
	at_At3g30210 -	no entry	null
	at_At3g47600 -	no entry	null
	at_At3g52440 -	no entry	null
	at_At3g53370 -	no entry	null
	at_At3g56770 -	no entry	null
	at_At3g60030 -	no entry	null
	at_At3g61950 -	no entry	null
	at_At4g05100 -	no entry	null
	at_At3g01140 -	no entry	null
	at_At3g01530 -	no entry	null
	at_At4g12350 -	no entry	null
	at_At4g25560 -	no entry	null
	at_At4g38900 -	no entry	null
	at_At5g04740 -	no entry	null
	at_At4g02640 -	mips_65	"bZIP protein Atbzip10"
	at_At5g15310 -	no entry	null
	at_At5g27130 -	no entry	null
	at_At5g27960 -	no entry	null
	at_At5g39750 -	no entry	null
	at_At5g40360 -	no entry	null
	at_At5g42910 -	no entry	null
	at_At5g43270 -	no entry	null
	at_At5g46690 -	no entry	null
	at_At5g49330 -	no entry	null
	at_At5g50570 -	no entry	null
	at_At5g50670 -	no entry	null
	at_At5g51780 -	no entry	null
	at_At5g53900 -	no entry	null
	at_At5g57620 -	no entry	null
	at_At5g58010 -	no entry	null
	at_At5g60890 -	no entry	null
	at_At5g65320 -	no entry	null
	at_At5g65590 -	no entry	null
	at_At5g65790 -	no entry	null
	at_At5g02320 -	no entry	null
	at_At5g22110 -	no entry	null
	at_At5g41315 -	no entry	null
	at_At5g62320 -	no entry	null


------------------
Rule 6891
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridiaceae),keyword(_2,repeat) = 1
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),keyword(_2,complete_proteome) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5270 items):
	at_At1g13800	mips_04_05_99	"hypothetical protein"
	at_At1g18900	mips_04_05_99	"hypothetical protein"
	at_At1g22820	mips_04_05_99	"hypothetical protein, 3' partial"
	at_At1g22960	mips_04_05_99	"putative salt-inducible protein"
	at_At1g26500	mips_04_05_99	"hypothetical protein"
	at_At1g26900 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g28690 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g52640	mips_04_05_99	""
	at_At1g56570 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g61870	mips_04_05_99	"unknown protein"
	at_At1g62590	mips_04_05_99	"putative membrane-associated salt-inducible protein (AL021637); similar to EST gb|AA728420"
	at_At1g62670	mips_04_05_99	"PPR-repeat protein"
	at_At1g62680	mips_04_05_99	"PPR-repeat protein"
	at_At1g62860	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g63080	mips_04_05_99	"unknown protein"
	at_At1g63150	mips_04_05_99	"unknown protein"
	at_At1g63230	mips_04_05_99	"hypothetical protein"
	at_At1g68980	mips_04_05_99	"unknown protein"
	at_At1g69350 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g71060	mips_04_05_99	"hypothetical protein"
	at_At1g74580	mips_04_05_99	"hypothetical protein"
	at_At1g74600 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74750	mips_04_05_99	""
	at_At1g06710 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g79080	mips_04_05_99	"hypothetical protein"
	at_At1g79540	mips_04_05_99	"hypothetical protein"
	at_At2g15630	mips_04_05_99	"putative salt-inducible protein"
	at_At3g46610	mips_04_05_99	"hypothetical protein"
	at_At3g60980	mips_04_05_99	"putative protein"
	at_At4g19900	mips_04_05_99	"putative protein"
	at_At1g02060	mips_04_05_99	"unknown protein"
	at_At2g01740	mips_04_05_99	"hypothetical protein"
	at_At2g16880	mips_04_05_99	"putative salt-inducible protein"
	at_At1g08610	mips_04_05_99	"hypothetical protein"
	at_At1g09190 -	mips_02_30	"hypothetical protein"
	at_At2g26790	mips_04	"putative salt-inducible protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At2g30780	mips_04_05_99	"hypothetical protein"
	at_At2g36730 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g10910	mips_04_05_99	"membrane-associated salt-inducible protein isolog"
	at_At2g48000	mips_04_05_99	"hypothetical protein"
	at_At3g07290	mips_04_05_99	"hypothetical protein"
	at_At3g09040 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g13160	mips_04_05_99	"unknown protein"
	at_At3g15200	mips_04_05_99	"hypothetical protein"
	at_At3g22150 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g22470	mips_04_05_99	"hypothetical protein"
	at_At3g25060 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g26540 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g29230 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g11630	mips_04_05	"putative membrane-associated salt-inducible protein"
			mips_04_05_99
	at_At3g42630	mips_04_05_99	"unknown protein"
	at_At3g47840 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g49240	mips_04_05_99	"putative protein"
	at_At3g50420 -	mips_02_30	"putative protein"
			mips_08_99
	at_At3g53170	mips_04_05_99	"nodulin / glutamate-ammonia ligase - like protein"
	at_At3g53700	mips_04_05_99	"putative protein"
	at_At1g11900	mips_04_05_99	"hypothetical protein"
	at_At4g01570	mips_04_05_99	"hypothetical protein"
	at_At1g12300	mips_04_05_99	"hypothetical protein"
	at_At4g18520 -	mips_06	"putative protein"
			mips_06_01
			mips_99
	at_At4g19220 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g19440	mips_04_05_99	"putative protein"
	at_At4g20090	mips_04_05_99	"membrane-associated salt-inducible-like protein"
	at_At4g21880	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
	at_At4g25270 -	mips_02_30	"putative protein"
			mips_06_01
			mips_08_99
	at_At4g28010	mips_04_05_99	"putative protein"
	at_At1g12620	mips_04_05_99	"putative protein"
	at_At4g38010 -	mips_02	"putative protein"
			mips_02_30
			mips_06
			mips_06_01
			mips_08
			mips_08_99
			mips_30
			mips_30_26
			mips_30_26_03
			mips_99
	at_At1g12770	mips_04_05_05	"similar to ATP-dependent RNA helicase"
			mips_04_05_05_01
			mips_05
			mips_14_01
			mips_63_03_03
			mips_63_19_03
	at_At5g11310	mips_04_05_99	"putative protein"
	at_At5g14080	mips_04_05_99	"putative protein"
	at_At5g14350	mips_04_05_99	"putative protein"
	at_At5g15300 -	mips_06_01	"putative protein"
	at_At1g13040	mips_04_05_99	"hypothetical protein"
	at_At5g36300	mips_04_05_99	"putative protein"
	at_At5g39350 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At5g46580	mips_04_05_99	"putative protein"
	at_At5g46680	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_06
			mips_06_01
			mips_99
	at_At5g55740 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g65560	mips_04_05_99	"putative protein"
	at_At5g66500 -	mips_02_30	"putative protein"
			mips_08_99
	at_At1g74850	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At5g02860	mips_04_05_99	"putative protein"
	at_At5g03560 -	mips_06_01	"unknown protein"
			mips_11_01_05
	at_At5g41170	mips_04_05_99	"salt-inducible protein-like"
	at_At4g04370 -	mips_02_30	"hypothetical protein"
			mips_08_99
	Training Accuracy: 61/86 (70.93%)
	Training Frequency class 'mips_04_05': 525/5270 (9.96%)

	Evaluation on validation data (2658 items):
	at_At1g01970 -	mips_06_01	"hypothetical protein"
	at_At1g69290	mips_04_05_99	"putative protein"
	at_At1g71460 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g71490 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g80150	mips_04_05_99	""
	at_At1g06140 -	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At1g12700	mips_04_05_99	"hypothetical protein"
	at_At2g06000	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At1g14470	mips_04_05_99	"hypothetical protein"
	at_At1g31840	mips_04_05_99	"hypothetical protein"
	at_At1g76280 -	mips_02_30	"hypothetical protein"
	at_At2g18940	mips_04_05_99	"putative salt-inducible protein"
	at_At2g27810 -	mips_01_03_19	"putative membrane transporter"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At2g32230 -	mips_06_01	"hypothetical protein"
	at_At2g34400 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g39620 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g45350 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At3g53360 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g54980	mips_02_30	"putative protein"
			mips_04_05_99
	at_At3g56030	mips_04_05_99	"putative protein"
	at_At3g62470	mips_04_05_99	"putative protein"
	at_At3g62540	mips_04_05_99	"putative protein"
	at_At3g06920	mips_04_05_99	"hypothetical protein"
	at_At3g13150	mips_04_05_99	"hypothetical protein"
	at_At3g13880 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g18020	mips_04_05_99	"hypothetical protein"
	at_At3g18970 -	mips_30_26	"hypothetical protein"
			mips_30_26_03
	at_At3g20730 -	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g25210	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At3g25970 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g26630 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At3g29290 -	mips_06_01	"hypothetical protein"
	at_At3g45880 -	mips_01_06_04	"phospholipase - like protein"
	at_At4g08210 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g11690	mips_04_05_99	"putative protein"
	at_At4g20740	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At4g21300 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g02830 -	mips_06	"putative protein"
			mips_06_01
	at_At5g10690 -	mips_06_01	"unknown protein"
	at_At5g24830	mips_04_05_99	"putative protein"
	at_At5g27270 -	mips_05_07	"putative protein"
	at_At5g38730 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g42310	mips_04_05_99	"maize crp1 protein-like"
	at_At5g59900	mips_04_05	"putative protein"
			mips_04_05_99
	at_At5g61400	mips_04_05_99	"putative protein"
	at_At5g65820	mips_04_05_99	"putative protein"
	at_At5g67570	mips_04_05_99	"putative protein"
	Validation Accuracy: 23/48 (47.92%)
	Validation Frequency class 'mips_04_05': 269/2658 (10.12%)

	Evaluation on propertest data (4472 items):
	at_At1g03100	mips_02_30	"hypothetical protein"
			mips_04_05_99
			mips_08_99
	at_At1g28020	mips_04_05_99	"hypothetical protein"
	at_At1g63130	mips_04_05_99	"unknown protein"
	at_At1g63400	mips_04_05_99	"PPR-repeat protein"
	at_At1g63630	mips_04_05_99	"hypothetical protein"
	at_At1g64310 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g06270	mips_04_05_99	"unknown protein"
	at_At1g77340 -	mips_06_01	""
	at_At1g77360	mips_04_05_99	""
	at_At1g77400	mips_04_05_99	""
	at_At1g79490	mips_04_05_99	"hypothetical protein"
	at_At1g80270	mips_02_30	"Unknown protein (At1g80270; F5I6.2)"
			mips_04_05_99
			mips_08_99
	at_At1g09900	mips_04_05_99	"hypothetical protein"
	at_At1g11710	mips_04_05_99	"putative salt-inducible protein"
	at_At1g13630	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g14090	mips_04_05_99	"unknown protein"
	at_At1g15480	mips_02_30	"hypothetical protein"
			mips_04_05_99
	at_At1g03560	mips_04_05_99	"hypothetical protein"
	at_At1g33350 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g43980 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g50270 -	mips_02_30	"hypothetical protein"
	at_At1g62930	mips_04_05_99	"unknown protein"
	at_At1g05600	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At1g80880 -	mips_06_01	"hypothetical protein"
	at_At2g02150	mips_04_05_99	"hypothetical protein"
	at_At2g02750 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At2g03380 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g04860 -	mips_02_30	"hypothetical protein"
	at_At2g15820 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g19280	mips_04_05_99	"putative salt-inducible protein"
	at_At2g27800	mips_04_05_99	"hypothetical protein"
	at_At2g32630	mips_04_05_99	"putative salt-inducible protein"
	at_At2g33680 -	mips_02_30	"hypothetical protein"
	at_At2g37230	mips_04_05_99	"unknown protein"
	at_At2g37310 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At2g37320 -	mips_02_30	"hypothetical protein"
	at_At2g38420	mips_04_05_99	"hypothetical protein"
	at_At2g41720	mips_04_05_99	"putative salt-inducible protein"
	at_At2g46050 -	mips_02_30	"hypothetical protein"
			mips_06_01
			mips_08_99
	at_At3g04760	mips_04_05_99	"putative protein"
	at_At3g05240 -	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At3g06430	mips_04_05_99	"unknown protein"
	at_At3g09060	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At3g11380	mips_04_05_99	"hypothetical protein"
	at_At3g16010	mips_04_05_99	"hypothetical protein"
	at_At3g60960	mips_04_05_99	"putative protein"
	at_At3g62530 -	mips_40_26	"putative protein"
	at_At3g02490	mips_04_05_99	"unknown protein"
	at_At3g09650	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At3g16890	mips_04_05_99	"hypothetical protein"
	at_At3g48810	mips_04_05_99	"putative protein"
	at_At4g14190 -	mips_06_01	"salt-inducible protein homolog"
	at_At4g18840 -	mips_06_01	"putative protein"
	at_At4g20770 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g31070 -	mips_06_01	"putative protein"
	at_At4g32430 -	mips_02	"putative protein"
			mips_02_30
			mips_08_99
	at_At4g39530 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g04810	mips_04_05_99	"membrane-associated salt-inducible protein-like"
	at_At4g01990	mips_04_05_99	"unknown protein"
	at_At4g04790	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At5g08490 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g09320 -	mips_08_07_22	"putative protein"
			mips_08_13
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At5g12100	mips_04_05_99	"putative protein"
	at_At5g15980	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At5g19020 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g25630	mips_04_05_99	"putative protein"
	at_At5g28460	mips_04_05_99	"putative protein"
	at_At5g37570 -	mips_06_01	"putative protein"
	at_At5g39710	mips_04_05_99	"putative protein"
	at_At5g39980	mips_04_05_99	"putative protein"
	at_At5g40400	mips_04_05_99	"putative protein"
	at_At5g55840 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g59600 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g61370	mips_04_05_99	"unknown protein"
	at_At5g64320	mips_04_05_99	"putative protein"
	at_At5g01110	mips_04	"putative protein"
			mips_04_05_99
			mips_99
	at_At5g13770	mips_04_05_99	"putative protein"
	at_At5g48730	mips_04_05_99	"putative protein"
	at_At5g61990	mips_04_05_99	"unknown protein"
	Propertest Accuracy: 51/79 (64.56%)
	Propertest Frequency class 'mips_04_05': 429/4472 (9.59%)

	New (unknown) data (2658 items):
	at_At1g02150 -	no entry	null
	at_At1g02370 -	no entry	null
	at_At1g02420 -	no entry	null
	at_At1g20300 -	no entry	null
	at_At1g29710 -	mips_99	""
	at_At1g31430 -	no entry	null
	at_At1g31920 -	no entry	null
	at_At1g51970 -	no entry	null
	at_At1g52620 -	no entry	null
	at_At1g53330 -	no entry	null
	at_At1g04840 -	no entry	null
	at_At1g55630 -	no entry	null
	at_At1g59720 -	no entry	null
	at_At1g62260 -	no entry	null
	at_At1g63070 -	no entry	null
	at_At1g63330 -	no entry	null
	at_At1g71420 -	no entry	null
	at_At1g74630 -	no entry	null
	at_At1g77170 -	no entry	null
	at_At2g40240 -	no entry	null
	at_At2g42920 -	no entry	null
	at_At3g16610 -	no entry	null
	at_At3g16710 -	no entry	null
	at_At3g46790 -	no entry	null
	at_At3g61170 -	no entry	null
	at_At3g61360 -	no entry	null
	at_At4g26680 -	no entry	null
	at_At2g01510 -	no entry	null
	at_At2g02980 -	no entry	null
	at_At1g07740 -	no entry	null
	at_At2g13600 -	no entry	null
	at_At1g08070 -	no entry	null
	at_At2g17140 -	no entry	null
	at_At2g17670 -	no entry	null
	at_At2g18520 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At2g21090 -	no entry	null
	at_At2g22070 -	no entry	null
	at_At2g25580 -	no entry	null
	at_At2g27610 -	no entry	null
	at_At1g09410 -	no entry	null
	at_At2g29760 -	no entry	null
	at_At2g34370 -	no entry	null
	at_At2g35030 -	no entry	null
	at_At2g35130 -	no entry	null
	at_At1g10330 -	no entry	null
	at_At2g41080 -	no entry	null
	at_At2g44880 -	no entry	null
	at_At3g08820 -	no entry	null
	at_At1g11290 -	no entry	null
	at_At3g12770 -	no entry	null
	at_At3g14330 -	no entry	null
	at_At3g15590 -	no entry	null
	at_At3g17370 -	no entry	null
	at_At3g18110 -	no entry	null
	at_At3g28640 -	no entry	null
	at_At3g28660 -	no entry	null
	at_At3g47530 -	no entry	null
	at_At3g48250 -	no entry	null
	at_At3g49170 -	no entry	null
	at_At3g51320 -	no entry	null
	at_At3g57430 -	no entry	null
	at_At3g59040 -	no entry	null
	at_At3g60050 -	no entry	null
	at_At3g62890 -	no entry	null
	at_At3g63370 -	no entry	null
	at_At4g01030 -	no entry	null
	at_At4g13650 -	no entry	null
	at_At4g14050 -	no entry	null
	at_At4g14820 -	no entry	null
	at_At4g14850 -	no entry	null
	at_At4g15720 -	no entry	null
	at_At4g16390 -	no entry	null
	at_At4g16470 -	no entry	null
	at_At4g16840 -	no entry	null
	at_At4g31850 -	no entry	null
	at_At4g33170 -	no entry	null
	at_At4g34830 -	no entry	null
	at_At4g35130 -	no entry	null
	at_At4g36680 -	no entry	null
	at_At5g13270 -	no entry	null
	at_At5g15010 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At5g18950 -	no entry	null
	at_At5g27110 -	no entry	null
	at_At5g27460 -	no entry	null
	at_At5g28340 -	no entry	null
	at_At5g28370 -	no entry	null
	at_At5g39680 -	no entry	null
	at_At5g43790 -	no entry	null
	at_At5g46100 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g50990 -	no entry	null
	at_At5g52850 -	no entry	null
	at_At5g56310 -	no entry	null
	at_At5g57250 -	no entry	null
	at_At5g60960 -	no entry	null
	at_At5g61800 -	no entry	null
	at_At5g65570 -	no entry	null
	at_At5g66520 -	no entry	null
	at_At5g06400 -	no entry	null
	at_At1g19720 -	no entry	null
	at_At5g08510 -	no entry	null
	at_At5g15340 -	no entry	null
	at_At5g16860 -	no entry	null
	at_At5g47360 -	no entry	null
	at_At5g47460 -	no entry	null
	at_At1g22830 -	no entry	null
	at_At1g26460 -	no entry	null
	at_At1g03510 -	no entry	null
	at_At1g62720 -	no entry	null
	at_At1g68930 -	no entry	null
	at_At1g71210 -	no entry	null
	at_At1g73710 -	no entry	null
	at_At1g07590 -	no entry	null
	at_At1g13410 -	no entry	null
	at_At1g77010 -	no entry	null
	at_At2g15990 -	no entry	null
	at_At2g17210 -	no entry	null
	at_At2g20720 -	no entry	null
	at_At2g33760 -	no entry	null
	at_At3g49710 -	no entry	null
	at_At3g58590 -	no entry	null
	at_At3g14580 -	no entry	null
	at_At3g14730 -	no entry	null
	at_At3g15930 -	no entry	null
	at_At3g18840 -	no entry	null
	at_At3g22670 -	no entry	null
	at_At3g23330 -	no entry	null
	at_At4g02820 -	no entry	null
	at_At4g21190 -	no entry	null
	at_At4g22760 -	no entry	null
	at_At4g33990 -	no entry	null
	at_At4g37170 -	no entry	null
	at_At5g06540 -	no entry	null
	at_At5g09450 -	no entry	null
	at_At5g14820 -	no entry	null
	at_At5g15280 -	no entry	null
	at_At5g16640 -	no entry	null
	at_At5g18390 -	no entry	null
	at_At5g42450 -	no entry	null
	at_At5g46460 -	no entry	null
	at_At5g62370 -	no entry	null
	at_At1g20230 -	no entry	null
	at_At1g23450 -	no entry	null
	at_At1g25360 -	no entry	null
	at_At1g28000 -	no entry	null
	at_At1g31790 -	no entry	null
	at_At1g32410 -	no entry	null
	at_At1g34160 -	no entry	null
	at_At1g55890 -	no entry	null
	at_At1g56690 -	no entry	null
	at_At1g60770 -	no entry	null
	at_At1g62910 -	no entry	null
	at_At1g64100 -	no entry	null
	at_At1g64580 -	no entry	null
	at_At1g05750 -	no entry	null
	at_At1g73400 -	no entry	null
	at_At1g74400 -	no entry	null
	at_At1g74900 -	no entry	null
	at_At1g06580 -	no entry	null
	at_At1g80550 -	no entry	null
	at_At1g09220 -	no entry	null
	at_At1g09680 -	no entry	null
	at_At1g15510 -	no entry	null
	at_At1g16480 -	no entry	null
	at_At1g03540 -	no entry	null
	at_At2g03880 -	no entry	null
	at_At2g17030 -	no entry	null
	at_At2g20710 -	no entry	null
	at_At2g22410 -	no entry	null
	at_At2g28050 -	no entry	null
	at_At2g36240 -	no entry	null
	at_At2g36980 -	no entry	null
	at_At2g39230 -	no entry	null
	at_At3g02650 -	no entry	null
	at_At3g03580 -	no entry	null
	at_At3g04130 -	no entry	null
	at_At3g04750 -	no entry	null
	at_At3g05340 -	no entry	null
	at_At3g11460 -	no entry	null
	at_At3g13770 -	no entry	null
	at_At3g15130 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g22690 -	no entry	null
	at_At3g26780 -	no entry	null
	at_At3g49730 -	no entry	null
	at_At3g49740 -	no entry	null
	at_At3g56550 -	no entry	null
	at_At3g61520 -	no entry	null
	at_At3g01580 -	no entry	null
	at_At3g02010 -	no entry	null
	at_At3g02330 -	no entry	null
	at_At3g24000 -	no entry	null
	at_At3g49140 -	no entry	null
	at_At4g14170 -	no entry	null
	at_At4g18750 -	no entry	null
	at_At4g18970 -	no entry	null
	at_At4g19190 -	no entry	null
	at_At4g21170 -	no entry	null
	at_At4g26800 -	no entry	null
	at_At4g30820 -	no entry	null
	at_At4g35850 -	no entry	null
	at_At4g37380 -	no entry	null
	at_At4g39620 -	no entry	null
	at_At5g04780 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At4g30700 -	no entry	null
	at_At5g08310 -	no entry	null
	at_At5g09950 -	no entry	null
	at_At5g13230 -	no entry	null
	at_At5g14770 -	no entry	null
	at_At5g16420 -	no entry	null
	at_At5g27300 -	no entry	null
	at_At5g44230 -	no entry	null
	at_At5g50390 -	no entry	null
	at_At5g52630 -	no entry	null
	at_At5g59200 -	no entry	null


------------------
Rule 3074
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),desc(_2,putative) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mus),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,485.0-667.0),keyword(_2,transport) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,methanocaldococcus) = 0
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5270 items):
	at_At1g13690	mips_04_05_05_01	"AtE1 (atE1)"
	at_At1g16280	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_11
			mips_05_04
			mips_05_04_01
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At1g27900	mips_04_05_05	"ATP-dependent RNA helicase (At1g27900)"
			mips_04_05_05_01
	at_At1g03190	mips_03_01_05_01	"putative DNA repair protein"
			mips_03_03_04
			mips_03_03_04_05
			mips_04_05_01_01
			mips_14_10_02_01
	at_At1g43190 -	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g48650	mips_04_05_05	"hypothetical protein"
			mips_40_10_03
			mips_40_10_99
	at_At1g51380	mips_04	"putative RNA helicase"
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_05_04
			mips_05_04_01
			mips_14
			mips_14_01
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_10
			mips_33
			mips_33_03
			mips_33_03_02
			mips_40_10
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_03
			mips_98
	at_At1g51510 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g04540 -	mips_01_03_01	"hypothetical protein"
			mips_01_03_04
	at_At1g55150	mips_04_05_05_11	"Unknown protein (At1g55150; T7N22.9)"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At1g58050	mips_04_05_05_01	"hypothetical protein"
			mips_04_05_05_01_10
			mips_04_05_05_11
	at_At1g60900	mips_04_05_05	"putative U2 snRNP auxiliary factor"
			mips_04_05_05_01
			mips_25_05_10
			mips_25_05_13
	at_At1g72730	mips_04	"Eukaryotic initiation factor 4A like protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_14_04
			mips_25_05
			mips_25_05_10
			mips_40_10
			mips_63_19
			mips_63_19_03
	at_At1g79350 -	mips_03_01_99	"hypothetical protein"
	at_At2g14550 -	mips_01_03_16	"putative spliceosome associated protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At3g54230	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At4g26650 -	mips_01_03_16	"hnRNP-like protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16
			mips_20_25_16_09
	at_At4g34110	mips_01_03_16	"poly(A)-binding protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_05_07
			mips_05_99
			mips_20_25_16_09
	at_At1g07310 -	mips_25_05_15	"unknown protein"
			mips_35_03_12
	at_At2g07750	mips_04_05_05	"putative RNA helicase"
			mips_04_05_05_11
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At2g15500	mips_01_03	"putative poly(A) binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
	at_At2g16940 -	mips_01_03_16	"splicing factor like protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g28530	mips_04_05_01_04_03	"putative RING zinc finger transcription negative regulator protein"
			mips_05_07
			mips_05_99
			mips_14_04_03
			mips_14_04_03_03
			mips_25_05_25
	at_At2g30260	mips_03_01	"putative small nuclear ribonucleoprotein U2B"
			mips_03_01_05
			mips_03_03
			mips_03_03_02
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
	at_At2g37510 -	mips_40_25	"putative RNA-binding protein"
	at_At2g42890 -	mips_01_03_16	"MEI2-like protein (MEI2)"
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_07
			mips_04_09
	at_At2g44710 -	mips_01_03	"putative heterogeneous nuclear ribonucleoprotein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07240 -	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g08000	mips_04_05_05	"putative RNA-binding protein"
			mips_14_10
			mips_14_10_02
	at_At3g10400 -	mips_25_05_13	"hypothetical protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At3g11400 -	mips_01_03	"putative eukaryotic translation initiation factor 3 subunit"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g13920	mips_04_05_05	"eukaryotic protein synthesis initiation factor 4A"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At3g14450 -	mips_01_03	"RNA-binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g16380	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_04
			mips_04_05_05
			mips_20_25_16_09
			mips_40_10
	at_At3g19330 -	mips_05	"hypothetical protein"
			mips_05_07
			mips_05_99
			mips_63
			mips_63_03
	at_At3g20930 -	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16_09
			mips_40_26
			mips_40_26_03
	at_At3g26560	mips_04_05_05	"ATP-dependent RNA helicase, putative"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_40_10_99
	at_At3g52140 -	mips_05	"putative protein"
			mips_05_04
			mips_14
			mips_14_04
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_07
			mips_25
			mips_25_05
			mips_30
			mips_30_16
			mips_40_03
			mips_63
	at_At3g53110	mips_04_05_05	"RNA helicase -like protein"
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_45_03_12
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_02
			mips_63_19_03
	at_At3g60390 -	mips_14_10	"homeobox-leucine zipper protein HAT3"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_40_10_03
	at_At3g61860	mips_01_03	"ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_13_11
			mips_13_11_11
			mips_20
			mips_20_25
			mips_63_03_03
	at_At3g62310	mips_04_05_05	"ATP-dependent RNA helicase-like protein"
			mips_04_05_05_01
	at_At4g00830 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At4g01020	mips_03	"putative protein"
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_99
			mips_05
			mips_05_07
			mips_30
			mips_30_10
			mips_40_10_99
			mips_63_03
			mips_63_19
	at_At4g03110	mips_04_05	"putative ribonucleoprotein"
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g10070 -	mips_63_03_03	"putative DNA-directed RNA polymerase"
	at_At4g16680	mips_04_05_05	"RNA helicase"
			mips_04_05_05_01
			mips_05_07
			mips_30_10
	at_At4g18120	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
	at_At4g25500	mips_01_03_16	"splicing factor At-SRp40"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16_09
	at_At4g36690	mips_04_05_05_01	"splicing factor like protein"
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_63_03_03
	at_At5g11170	mips_04	"DEAD BOX RNA helicase RH15 - like protein"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04
			mips_05_04_01
			mips_40
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_19
			mips_63_19_03
			mips_98
	at_At5g11200	mips_04_05_05_01	"DEAD BOX RNA helicase RH15"
			mips_04_05_05_01_99
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04_01
			mips_63_03_03
			mips_63_19_03
	at_At5g14900	mips_04_05_05_01	"putative protein"
			mips_40_10
	at_At5g18810	mips_04_05_05	"Serine/arginine rich protein - like"
			mips_14_10
			mips_14_10_02
	at_At5g21160	mips_04	"unknown protein"
			mips_04_03
			mips_04_05_05
			mips_04_05_05_99
			mips_04_99
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_63_03
			mips_63_03_03
			mips_98
	at_At5g24440	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g39840	mips_01_03_16	"putative RNA helicase"
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_05_07
			mips_63_03_03
	at_At5g44200	mips_04_05_05	"nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At5g50250	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g52040	mips_01_03_16	"arginine/serine-rich splicing factor RSP41 homolog"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g55550 -	mips_01_03_16	"RNA-binding protein-like"
			mips_01_03_16_01
			mips_04_99
			mips_20_25
			mips_20_25_16_09
	at_At5g59860	mips_04_05	"RNA-binding protein - like"
			mips_04_05_05
			mips_04_05_05_05
			mips_40_03
			mips_40_10_99
			mips_63_03
	at_At5g63630	mips_04_01	"RNA helicase"
			mips_04_01_04
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	at_At5g66010 -	mips_25_05_13	"putative protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_63_03_03
	at_At5g06000 -	mips_05_04_01	"eukaryotic translation initiation factor 3 subunit-like protein"
	at_At5g07290 -	mips_01_03_16	"Mei2-like protein"
			mips_01_03_16_01
			mips_03_03_02
			mips_20_25_16_09
	at_At5g08230	mips_03_01_05_01	"putative protein"
			mips_04_05_01_04_01
			mips_40_10_03
			mips_63_03_01
	at_At5g08610	mips_03_01_09	"RNA helicase-like protein"
			mips_03_01_09_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04
			mips_05_04_01
			mips_25_05_10
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At5g08700 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g16260	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25
			mips_20_25_16_09
	Training Accuracy: 44/70 (62.86%)
	Training Frequency class 'mips_04_05': 525/5270 (9.96%)

	Evaluation on validation data (2658 items):
	at_At1g22760	mips_01_03	"putative polyA-binding protein, PAB3"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01
			mips_11_01_05
			mips_11_01_99
	at_At1g29400	mips_03_03	"putative RNA-binding protein MEI2 (At1g29400)"
			mips_03_03_02
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At1g34140 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g02840 -	mips_01_03_16	"ribonucleoprotein SF-2 like protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g63250	mips_04_05_05	"putative RNA helicase"
			mips_33
			mips_33_03
			mips_33_03_02
	at_At1g71770 -	mips_01_03_16	"polyadenylate-binding protein 5"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g06960	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05_07
			mips_05_99
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03_03
	at_At1g09140	mips_04	"putative SF2/ASF splicing modulator, Srp30"
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63
			mips_63_03
	at_At1g20760 -	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_10_05_01_12_99
			mips_63_17_01
	at_At1g53650 -	mips_01	"RNA-binding protein, putative"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At2g20960 -	mips_01_06	"pEARLI 4 protein"
			mips_01_06_04
	at_At2g36660	mips_01_03	"putative poly(A) binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
			mips_25_05_03
			mips_25_05_04
	at_At2g47680	mips_04_05_05	"putative ATP-dependent RNA helicase A"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_40_10_99
			mips_63_03_03
	at_At2g35410 -	mips_01_03	"putative chloroplast RNA binding protein precursor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At2g47250	mips_04_05_05	"putative pre-mRNA splicing factor RNA helicase"
			mips_04_05_05_01
			mips_05_04
			mips_40_10_99
	at_At3g53460	mips_04_05_05	"RNA-binding protein cp29 protein"
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g59290 -	mips_06_04	"epsin-like protein"
			mips_08_07_22
			mips_08_07_22_01
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_13_03_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_30_08
			mips_33_03_11
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At3g12640 -	mips_25_05_13	"hypothetical protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g23830 -	mips_14_10	"glycine-rich RNA binding protein, putative"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At3g27730	mips_04_05_05	"hypothetical protein"
	at_At3g49430	mips_04_05_05	"PRE-MRNA SPLICING FACTOR SF2-like protein"
			mips_14_10_02
	at_At4g13860	mips_04_05_05	"RNA-binding protein like"
			mips_04_05_05_05
			mips_11_01
			mips_13_11
			mips_25_05_25
			mips_40_10_99
			mips_40_26
			mips_40_26_03
	at_At4g15850	mips_04_05_05	"ATP-dependent RNA helicase like protein"
			mips_04_05_05_11
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At5g03500 -	mips_25_05_13	"putative protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g06210 -	mips_40_25	"unknown protein"
	at_At5g13010	mips_04_05_05	"pre-mRNA splicing factor ATP-dependent RNA helicase -like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_63_03_03
			mips_63_19_03
	at_At5g19030	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g46840 -	mips_40_25	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At5g47620 -	mips_04_99	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
			mips_25_05_25
	at_At5g53180	mips_04_05_05	"polypyrimidine tract-binding RNA transport protein-like"
	at_At5g53700 -	mips_25_05_13	"putative protein"
			mips_33_03_11
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At5g54580 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At5g59950	mips_04_03	"transcriptional coactivator - like protein"
			mips_04_03_03
			mips_04_05_01_01
	at_At5g61140	mips_04	"RNA helicase - like protein"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_19
	at_At5g61960	mips_03_03	"Mei2-like protein"
			mips_03_03_02
			mips_04_05_05
	at_At5g67470 -	mips_03_01_03	"formin-like protein"
			mips_14_01
			mips_25_05_25
			mips_40_04_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	Validation Accuracy: 19/36 (52.78%)
	Validation Frequency class 'mips_04_05': 269/2658 (10.12%)

	Evaluation on propertest data (4472 items):
	at_At1g20110 -	mips_03_99	"unknown protein"
			mips_05_07
			mips_06_04
			mips_30_25
			mips_63_17_09
	at_At1g20960	mips_04_05_05_01	"putative ATP-dependent RNA helicase"
	at_At1g03460 -	mips_05_07	"putative ribonucleoprotein"
			mips_05_99
			mips_63_03_03
	at_At1g32490	mips_03	"putative RNA helicase (At1g32490)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_19
	at_At1g32790 -	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g01080	mips_01_03	"ribonucleoprotein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05
			mips_20_25
			mips_20_25_16_09
	at_At1g45100 -	mips_01_03_16	"similar to poly(A)-binding protein gb|AAC25510.1"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53190 -	mips_43	"putative RING finger protein gb|AAD17397.1; similar to ESTs dbj|AV43597.1, gb|AA598107.1"
			mips_43_03
			mips_43_03_13
			mips_47_03_01
	at_At1g54270	mips_04_05_05	"Eukaryotic Initiation Factor 4A-2"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At1g58060	mips_04_05_05	"hypothetical protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_63_19_03
	at_At1g70620 -	mips_20_25_16	"unknown protein"
	at_At1g15300 -	mips_29_03	"hypothetical protein"
			mips_29_99
			mips_40_10_03
	at_At1g60000 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g06670	mips_04_05_05	"DEIH-box RNA/DNA helicase"
			mips_40_10_99
	at_At2g18510	mips_04_05	"putative spliceosome associated protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_25
			mips_63_03
	at_At2g23350 -	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g26350 -	mips_06_10	"zinc-binding peroxisomal integral membrane protein (PEX10)"
			mips_25_05_10
			mips_30_19
			mips_40_19
			mips_63_17_09
	at_At2g37220 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25_16
			mips_20_25_16_09
	at_At2g41060 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g42270	mips_04_05_05_01	"ATP-dependent RNA helicase like protein"
	at_At2g47580 -	mips_05_07	"small nuclear ribonucleoprotein U1A"
			mips_05_99
	at_At2g01130	mips_04_05_05	"putative ATP-dependent RNA helicase A"
			mips_04_05_05_01
			mips_05_04
			mips_25_05_23
			mips_40_10_03
			mips_40_10_99
	at_At2g43370	mips_01_03	"putative U1 small nuclear ribonucleoprotein 70 kDa"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07810 -	mips_01_03_99	"putative RNA-binding protein"
			mips_03_03_02
			mips_04_99
	at_At3g15070 -	mips_03	"RING zinc finger like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_07
	at_At3g19760	mips_04_01	"RNA helicase, putative"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_05_04
			mips_25_05_10
	at_At3g52380 -	mips_01	"RNA-binding protein cp33 precursor"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_03
	at_At3g52660	mips_01_03_16	"putative RNA binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g56860 -	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At3g48830	mips_04_03	"putative protein"
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_05
	at_At3g49390	mips_01_03_16	"RNA-binding - like protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25_16
			mips_20_25_16_09
	at_At4g09040	mips_04_05_05	"putative protein"
			mips_04_09
			mips_05_07
			mips_05_99
			mips_25_05
	at_At4g10610 -	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g14300	mips_04_05_05	"ribonucleoprotein like protein"
			mips_04_09
			mips_25_05
			mips_30
			mips_30_10_03
			mips_40_10_99
	at_At4g14790	mips_01_03_16	"RNA helicase like protein"
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_05_07
			mips_63_03_03
	at_At4g32700 -	mips_03_01_03	"putative protein"
			mips_03_01_05
			mips_40_10_99
			mips_40_37
	at_At4g36960 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g02430	mips_01_03_16	""
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g38560 -	mips_01_06_04	"Phospholipase like protein"
	at_At5g08110	mips_04_01	"putative protein"
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03
			mips_63_19
	at_At5g09880	mips_04_05_05	"splicing factor-like protein"
			mips_04_05_05_01
	at_At5g19350	mips_01_03	"DNA binding protein ACBF - like"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At5g23150 -	mips_40_10_07	"transcription factor-like protein (gb|AAD31171.1)"
	at_At5g27650 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_04
			mips_11
			mips_11_01
			mips_30
			mips_30_10
			mips_30_10_03
			mips_63
			mips_63_01
			mips_63_03
			mips_63_19
	at_At5g28330 -	mips_04_07	"putative protein"
			mips_04_09
	at_At5g47320 -	mips_25_05_13	"40S ribosomal protein S19"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At5g53680 -	mips_05_07	"putative protein"
			mips_05_99
	at_At5g58790 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g60990	mips_03_01_03	"replication protein A1 - like"
			mips_03_01_05
			mips_04_05_05
			mips_04_05_05_01
			mips_63_03_03
			mips_63_19_03
	at_At5g03480 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	Propertest Accuracy: 22/50 (44.00%)
	Propertest Frequency class 'mips_04_05': 429/4472 (9.59%)

	New (unknown) data (2658 items):
	at_At1g76660 -	no entry	null
	at_At3g18230 -	no entry	null
	at_At3g46020 -	no entry	null
	at_At3g52150 -	no entry	null
	at_At3g55560 -	no entry	null
	at_At5g41690 -	no entry	null
	at_At5g54900 -	no entry	null
	at_At5g62640 -	no entry	null
	at_At5g62760 -	no entry	null
	at_At5g04560 -	no entry	null
	at_At5g04600 -	no entry	null
	at_At1g35560 -	no entry	null
	at_At1g62870 -	no entry	null
	at_At1g05970 -	no entry	null
	at_At2g20870 -	no entry	null
	at_At3g55340 -	no entry	null
	at_At3g17450 -	no entry	null
	at_At4g01090 -	no entry	null
	at_At1g26370 -	no entry	null
	at_At1g33390 -	no entry	null
	at_At1g63210 -	no entry	null
	at_At1g17640 -	no entry	null
	at_At4g18460 -	no entry	null
	at_At4g19610 -	no entry	null
	at_At4g24770 -	no entry	null
	at_At4g16280 -	no entry	null
	at_At5g15870 -	no entry	null
	at_At5g17790 -	no entry	null


------------------
Rule 2484
	eval(_1,_2,4.0e-3-0.1),keyword(_2,inner_membrane),db_ref(_2,smart) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,viridiplantae),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,liliopsida),keyword(_2,nuclear_protein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,74022.0-112121.0),classification(_2,bacillales) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),desc(_2,chain) = 0
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5270 items):
	at_At1g13370 -	mips_30_10	"unknown protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g02140 -	mips_04	"Mago Nashi-like protein"
			mips_04_09
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_23
			mips_30
			mips_30_04
			mips_40
			mips_40_10
			mips_67
			mips_67_01
			mips_67_04
			mips_99
	at_At1g16490 -	mips_40_10_99	"transcription factor (MYB58) like protein"
	at_At1g17950	mips_04_05_01_01	"unknown protein"
	at_At1g18570	mips_04_05_01_01	"putative protein"
	at_At1g23370 -	mips_04	"homeotic protein, putative"
			mips_14_04
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_10
	at_At1g27370	mips_04	"putative squamosa-promoter binding protein 2"
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_98
	at_At1g03330	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At1g35490 -	mips_30_10	"unknown protein"
			mips_65
	at_At1g51060 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g55520	mips_04_01	"transcription initiation factor TFIID-2"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_99
	at_At1g58110	mips_02_45	"hypothetical protein"
			mips_02_45_99
			mips_04_05_01_04
			mips_13
			mips_13_05
			mips_20_25
			mips_20_25_09
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_40_04_99
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g73410	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
	at_At1g75410 -	mips_25_05_10	"homeodomain protein BELL1, putative"
			mips_25_05_13
			mips_25_05_15
			mips_33_03_13
			mips_35_03_17
	at_At1g76300	mips_04	"putative small nuclear ribonucleoprotein Sm D3"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_40
			mips_40_10
			mips_40_10_07
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
	at_At1g77920 -	mips_13_05	"bZip transcription factor AtbZip50"
			mips_20_25_16
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g30260	mips_04_05_01_04_01	"MADS box-like protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At3g46590	mips_04_05	"telomere repeat-binding protein homolog"
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g54560 -	mips_03_01_99	"histone H2A.F/Z"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g27230 -	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g40040 -	mips_30_10	"Histon H3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07660 -	mips_03_01_99	"histone H4"
			mips_30_10
			mips_40_10_03
	at_At2g17560 -	mips_25_05_10	"putative HMG protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g21230	mips_04_05	"bZIP transcription factor AtbZip30"
			mips_04_05_01
			mips_04_05_01_04
			mips_40_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_03
			mips_63_07
	at_At1g08970 -	mips_03_01_99	"transcription factor like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g09200 -	mips_30_10	"histone H3 like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g26320	mips_04_05_01_04_01	"MADS-box protein (AGL33)"
			mips_25_05_09
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10
			mips_63_03_01
	at_At2g26950 -	mips_03_03	"putative MYB family transcription factor"
			mips_03_03_01
			mips_14_10_02
			mips_40_10_03
	at_At2g26960 -	mips_40_10_99	"putative transcription factor (MYB81)"
	at_At2g28720 -	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28750 -	mips_03_01_99	"pseudogene"
	at_At1g09540 -	mips_04	"putative transcription factor (MYB61)"
			mips_40_10
	at_At1g09770	mips_03_03	"putative DNA-binding protein, Myb"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_04_05_05
			mips_25_05_10
			mips_40_10_99
			mips_63_03_01
	at_At2g37060	mips_04_05_01_04_03	"putative CCAAT-box binding trancription factor"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g37470 -	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At2g37590	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At2g38880	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g39880	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
			mips_04_05_01_01
	at_At2g46510 -	mips_25_05_13	"putative bHLH transcription factor (bHLH017)"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g46590	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At3g11440 -	mips_01_01_04	"transcription factor like protein (MYB65)"
			mips_01_03_13
	at_At3g18650 -	mips_25_03	"hypothetical protein"
	at_At3g20670 -	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g27360 -	mips_30	"histone H3 like protein"
			mips_30_10_03
	at_At3g29020	mips_03	"putative transcription factor (MYB110)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_25
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At3g46030 -	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g46320 -	mips_03_01_99	"histone H4-like protein"
	at_At3g50060	mips_03_03_01	"R2R3-MYB transcription factor"
			mips_04_05_01_01
	at_At3g51880	mips_04_05_01_01	"high mobility group protein 2-like"
			mips_25_05_10
			mips_25_05_17
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_17
	at_At3g53200	mips_04_05_01	"putative transcription factor (MYB27)"
			mips_04_05_01_01
			mips_04_05_01_04
	at_At3g62420 -	mips_13_05	"bZip transcription factor AtbZip53"
			mips_13_05_01
			mips_25_05_25
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_05
			mips_47_03_05_01
			mips_62
			mips_62_02
			mips_62_02_07
	at_At4g00480 -	mips_03_01_05_01	"putative transcription factor BHLH12"
	at_At4g14540	mips_04_05_01_04_03	"CCAAT-binding transcription factor subunit A(CBF-A)"
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At4g16430	mips_04	"putative transcription factor BHLH3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_03
			mips_25
			mips_25_05
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_10
			mips_63
			mips_63_03
			mips_98
			mips_99
	at_At4g18770	mips_03	"myb - like protein"
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04
			mips_14_04
			mips_40_10_99
	at_At4g20970 -	mips_01_06_10	"hypothetical protein"
			mips_40_10_03
			mips_40_10_05
			mips_63_03_01
	at_At4g22680	mips_04_05	"myb-like protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g29940 -	mips_25_05_10	"pathogenesis related homeodomain protein (PRHA)"
	at_At4g32980 -	mips_25_05_07	"homeobox gene ATH1"
			mips_25_05_19
			mips_25_05_19_05
			mips_37
			mips_37_03
			mips_37_03_15
			mips_37_03_15_04
			mips_37_03_99
	at_At4g33470	mips_01_04_01	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_04_03_03
			mips_14_04_03_05
	at_At4g35040	mips_04_05_01_04_01	"bZip transcription factor AtbZip19"
			mips_04_05_01_04_05
			mips_14_04_07
			mips_62_01
			mips_62_01_07
			mips_63_03_01
	at_At4g37260	mips_04_05_01_01	"myb-related protein"
	at_At4g37940 -	mips_25_03	"MADS-box protein AGL17 -like protein"
	at_At4g38000	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At5g10280	mips_04	"putative transcription factor MYB92"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g10980 -	mips_30_10	"histon H3 protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g14750 -	mips_25_03	"myb transcription factor werewolf (WER)/ MYB66"
	at_At5g22880 -	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g26660	mips_04_05	"ATMYB4 (Atmyb4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g27050	mips_04_05_01_04_01	"putative protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At5g27670 -	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g35600	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g38140 -	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g43250 -	mips_03_01_99	"unknown protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g44800 -	mips_03_01_99	"helicase-like protein"
	at_At5g53210 -	mips_14_01_03	"putative protein"
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g55690 -	mips_25_05_09	"unknown protein"
			mips_25_05_15
			mips_35_03_12
	at_At5g56960	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_63_01
			mips_63_03
	at_At5g58850 -	mips_40_10_99	"putative transcription factor MYB119 (MYB119)"
	at_At5g59970 -	mips_03_01	"histone H4 - like protein"
			mips_03_01_99
	at_At5g61060 -	mips_03_01	"histone deacetylase - like"
			mips_03_01_09
			mips_03_01_09_05
	at_At5g65350 -	mips_30_10_03	"histone H3"
	at_At5g65360 -	mips_30	"histone H3 (sp|P05203)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03
			mips_63_03_01
	at_At5g06100	mips_01	"putative transcription factor MYB33"
			mips_01_01
			mips_01_01_04
			mips_01_03
			mips_01_03_13
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At5g02560 -	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g02570 -	mips_03_01_99	"putative protein"
	at_At5g41200	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
	at_At5g54230	mips_04	"Myb-related transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At5g54640 -	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g60910 -	mips_25_03	"floral homeotic protein AGL8"
	at_At5g67300	mips_04_05_01_01	"myb-related protein, 33.3K (pir||S71284)"
	Training Accuracy: 39/91 (42.86%)
	Training Frequency class 'mips_04_05': 525/5270 (9.96%)

	Evaluation on validation data (2658 items):
	at_At1g19890 -	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At1g23380 -	mips_25_03	"knotted-like homeobox protein, putative"
	at_At1g49770 -	mips_25_05_10	"putative bHLH transcription factor (bHLH095)"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At1g52740 -	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g63650 -	mips_01_01	"putative transcription factor (BHLH2)"
			mips_01_01_04
			mips_01_02
			mips_01_02_04
			mips_03_03
			mips_03_03_01
			mips_13_01
			mips_30_10
			mips_40_10_03
	at_At1g69560 -	mips_40_10_99	"myb-related transcription factor, putative"
	at_At1g75600 -	mips_30_10	"histone H3, putative"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g75610 -	mips_03_01	"histone H3, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_07
	at_At1g77950	mips_04	"similar to TDR8 protein pir|S23732"
			mips_04_05_01_04_01
			mips_25_05_15
			mips_35_03_12
			mips_40_10
			mips_63_01
	at_At1g07790 -	mips_03	"histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g08460 -	mips_03_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_06_07
			mips_14_10
			mips_14_10_02
	at_At1g13600 -	mips_13_05	"bZip transcription factor AtbZip58"
			mips_13_05_01
			mips_30_10
			mips_63_17_01
	at_At1g77070	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At2g13960	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63_03
	at_At2g23290	mips_04_05_01_01	"putative MYB family transcription factor"
	at_At2g31210 -	mips_14_01	"putative bHLH transcription factor (bHLH091)"
			mips_14_01_03
	at_At2g34140	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At2g42120 -	mips_03	"putative DNA polymerase delta small subunit"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_40_10_99
	at_At2g46410	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_25
			mips_40
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At3g57230 -	mips_25_03	"MADS-box transcription factor (AGL16)"
	at_At3g18100 -	mips_03_03_01_01	"putative transcription factor (MYB4R1)"
			mips_03_03_01_01_09
	at_At3g18520	mips_03_01	"histone deacetylase, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
	at_At3g45980 -	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g09480 -	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At3g10590 -	mips_14_10	"hypothetical protein"
			mips_14_10_02
			mips_40_10_03
	at_At3g44490	mips_01_04	"putative protein"
			mips_01_04_01
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
			mips_40_10_03
			mips_63_03_01
	at_At4g02840	mips_04_05_05	"small nuclear riboprotein Sm-D1-like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At4g09450 -	mips_10_05	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
	at_At4g21330	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	at_At4g35570	mips_04_05_01_01	"HMG delta protein"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g38130	mips_03_01	"Histone deacetylase"
			mips_03_01_03
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g00870 -	mips_01_01_04	""
			mips_01_02
			mips_01_02_04
			mips_20_25
			mips_25_05_15
			mips_35_03_12
	at_At5g10390 -	mips_30_10	"histone H3 - like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g10400 -	mips_30_10_03	"histone H3 - like protein"
	at_At5g11050 -	mips_40_10_99	"putative transcription factor MYB64 (MYB64)"
	at_At5g12910 -	mips_03_01_09	"histone H3 -like protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At5g15830 -	mips_01_06_10	"bZIP transcription factor AtbZip3"
			mips_10_01_99
	at_At5g26870 -	mips_25_05_15	"putative protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At5g39700	mips_04_05_01	"myb like transcription factor (MYB89)"
			mips_04_05_01_04
			mips_40_10_99
			mips_63_03
	at_At5g49420 -	mips_25_05_09	"MADS-box protein-like"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
	at_At5g50480 -	mips_03_01_99	"transcription factor Hap5a-like"
			mips_03_03_04
			mips_03_03_04_03
	at_At5g58900 -	mips_06_01	"I-box binding factor - like protein"
	at_At5g59780	mips_04	"MYB27 protein - like"
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g59910 -	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	Validation Accuracy: 14/44 (31.82%)
	Validation Frequency class 'mips_04_05': 269/2658 (10.12%)

	Evaluation on propertest data (4472 items):
	at_At1g48000	mips_04_05_01_04_01	"putative transcription factor MYB112"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g63910 -	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
	at_At1g67500 -	mips_03_01_03	"putative DNA polymerase zeta catalytic subunit"
			mips_03_01_05
	at_At1g68200 -	mips_63_03_01	"putative zinc finger protein"
	at_At1g69540	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At1g74430 -	mips_40_10_99	"putative transcription factor (MYB95)"
	at_At1g01370 -	mips_30_10	"centromeric histone H3 HTR12"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g07820 -	mips_03	"histone H4"
			mips_03_01
			mips_03_01_99
			mips_14_04
			mips_25_05
			mips_30
	at_At1g08170 -	mips_03_01_99	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At1g08260 -	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_01_03
			mips_30_10
			mips_40_10_99
	at_At1g01380	mips_04_05_01_01	"Myb homolog (CPC), putative"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g01530	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_25_05
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
			mips_63_01
			mips_63_03
	at_At1g08880 -	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g09030	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit A"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At1g17310	mips_04_05_01_04_01	"transcription factor, putative"
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35_03_12
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g20580	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_40_10_07
	at_At1g22070	mips_04_05_01_04_01	"bZIP transcription factor TGA3/AtbZIP22"
	at_At1g47650 -	mips_29_02	"hypothetical protein"
	at_At1g54690 -	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At2g16400 -	mips_01_06_01_07	"putative homeodomain transcription factor"
			mips_01_06_01_07_11
			mips_04
			mips_25_05_13
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_10
	at_At2g31220 -	mips_01_06	"putative transcription factor BHLH10"
			mips_14_10
			mips_14_10_02
			mips_40_07
			mips_40_10_05
	at_At2g34440 -	mips_25_05_15	"MADS-box protein (AGL29)"
			mips_35_03_12
	at_At2g35530 -	mips_13_11	"bZIP transcription factor AtbZip16"
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_29
	at_At2g38810 -	mips_03_01_99	"histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g22630 -	mips_25_03	"MADS-box protein AGL17 (AGL17)"
	at_At3g04100	mips_04_05_01_04_01	"putative SRF-type transcription factor"
			mips_25_03
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10_99
			mips_63_03_01
	at_At3g05860 -	mips_25_05_09	"putative DNA-binding protein"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
			mips_40_10_99
	at_At3g07590	mips_04_05_05_01	"putative small nuclear ribonucleoprotein (Sm-D1)"
			mips_04_05_05_01_10
			mips_40_10_07
	at_At3g08500	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At3g12510	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_03_01
	at_At3g13445	mips_04_01	"transcription initiation factor TFIID-1 (TATA sequence-binding protein 1)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10_99
			mips_63_03
	at_At3g25980 -	mips_03_01_05_01	"putative mitotic checkpoint protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_01
			mips_03_03_04_07
			mips_40_10_03
	at_At3g44660	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10_02
	at_At3g44680	mips_01_04_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
	at_At3g45930 -	mips_03_01_99	"Histone H4 - like protein"
	at_At3g53650 -	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g53730 -	mips_03_01_99	"histone H4-like protein"
			mips_30_10
			mips_40_10_03
	at_At3g56980 -	mips_14_01_03	"putative bHLH transcription factor (bHLH039)"
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g58120 -	mips_40_04	"bZip transcription factor AtbZip61"
	at_At3g09370	mips_04_05_01_04_01	"MYB family like transcription factor"
	at_At3g09600	mips_04_05_01_04_03	"putative MYB-related protein"
			mips_06_07
			mips_06_07_04
	at_At3g56220	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_63_01
			mips_63_03
	at_At3g66656	mips_04_05_01_04_01	"SRF-type transcription factor"
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10_99
			mips_63_03_01
	at_At4g13570 -	mips_03	"histone H2A.F/Z - like protein"
			mips_03_01
			mips_03_01_11
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At4g17780 -	mips_01_01_04	"MYB transcription factor like protein"
			mips_01_03
			mips_01_03_13
	at_At4g17880 -	mips_40_10_05	"putative transcription factor BHLH4"
	at_At4g25400	mips_04_05_01_04_01	"putative protein"
	at_At4g29930	mips_01_06	"putative bHLH transcription factor (bHLH027)"
			mips_01_06_10
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_07
			mips_63_01
			mips_63_03
			mips_63_03_01
	at_At4g32730 -	mips_03_03_01_02	"putative myb-protein"
			mips_62_02_01_01
	at_At4g36870 -	mips_14_10	"BEL1-like homeobox 2 protein (BLH2)"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_03_01
	at_At4g39250 -	mips_06_01	"putative protein"
	at_At4g40030 -	mips_30_10	"histone H3.3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g04640 -	mips_25_03	"MADS-box protein - like"
	at_At4g00540 -	mips_01_01_04	"putative c-myb-like transcription factor (MYB3R2)"
			mips_01_03_13
	at_At4g01680	mips_04_05	"putative transcription factor"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g38620	mips_04_05	"putative transcription factor (MYB4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g06500 -	mips_25_03	"putative protein"
	at_At5g08190	mips_04_05_01_01	"DR1-like protein"
			mips_04_05_01_04_03
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g15800	mips_04	"transcription factor (AGL2)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
	at_At5g26040 -	mips_01_04_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g27090 -	mips_01_01_04	"putative protein"
			mips_01_02_04
	at_At5g27720	mips_04_05_05_01	"glycine rich protein - like"
			mips_04_05_05_01_10
			mips_04_99
			mips_40_10_07
			mips_63_03_03
	at_At5g38620	mips_04_05_01_04_01	"MADS-box protein-like"
			mips_04_05_01_04_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At5g44080 -	mips_40_10_05	"bZIP protein AtbZIP13"
	at_At5g47640	mips_04_05_01_04_03	"unknown protein"
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g50490 -	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_40_10_03
	at_At5g53200	mips_04_05_01_01	"putative protein"
			mips_25_03
			mips_40_10_99
	at_At5g58890 -	mips_04	"putative protein"
			mips_40_10
	at_At5g59430 -	mips_30	"telomere repeat-binding protein"
			mips_30_10_03
	at_At5g59690 -	mips_03_01_99	"histone H4 - like protein"
	at_At5g59870 -	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g60440 -	mips_25_03	"putative MADS box protein"
	at_At5g61070 -	mips_03_01_09	"histone deacetylase - like"
			mips_03_01_09_05
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_30_10_03
	at_At5g63960 -	mips_03_01_05_01	"DNA polymerase III catalytic subunit"
	at_At5g67100 -	mips_03_01_05_01	"DNA polymerase alpha 1"
	at_At5g02030	mips_04_05_01_04_01	"putative homeodomain protein"
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_37_03_01_01_01_01
			mips_37_03_01_01_01_02
	at_At5g02870 -	mips_05_01_01	"60S ribosomal protein - like"
	at_At5g05790	mips_04_05_01_04_01	"putative protein"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At5g13790 -	mips_25_03	"floral homeotic protein AGL15 (sp|Q38847)"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
			mips_40_10_99
	Propertest Accuracy: 31/79 (39.24%)
	Propertest Frequency class 'mips_04_05': 429/4472 (9.59%)

	New (unknown) data (2658 items):
	at_At1g14350 -	no entry	null
	at_At1g18960 -	no entry	null
	at_At1g20980 -	no entry	null
	at_At1g03040 -	no entry	null
	at_At1g26780 -	no entry	null
	at_At1g27360 -	no entry	null
	at_At1g34670 -	no entry	null
	at_At1g51700 -	no entry	null
	at_At1g53160 -	no entry	null
	at_At1g54260 -	no entry	null
	at_At1g60060 -	no entry	null
	at_At1g66380 -	no entry	null
	at_At1g66390 -	no entry	null
	at_At1g68320 -	no entry	null
	at_At1g06170 -	no entry	null
	at_At1g06180 -	no entry	null
	at_At1g72210 -	no entry	null
	at_At1g74650 -	no entry	null
	at_At1g75250 -	no entry	null
	at_At2g16720 -	no entry	null
	at_At2g40210 -	no entry	null
	at_At3g23250 -	no entry	null
	at_At3g54340 -	no entry	null
	at_At4g26930 -	no entry	null
	at_At2g02820 -	no entry	null
	at_At1g08320 -	no entry	null
	at_At2g16910 -	no entry	null
	at_At2g18050 -	no entry	null
	at_At2g25230 -	no entry	null
	at_At2g28700 -	no entry	null
	at_At2g30420 -	no entry	null
	at_At1g09950 -	no entry	null
	at_At2g36890 -	no entry	null
	at_At2g41130 -	no entry	null
	at_At2g47070 -	no entry	null
	at_At2g47810 -	no entry	null
	at_At3g12720 -	no entry	null
	at_At3g12820 -	no entry	null
	at_At3g15270 -	no entry	null
	at_At3g27920 -	no entry	null
	at_At3g28470 -	no entry	null
	at_At3g28910 -	no entry	null
	at_At3g46130 -	no entry	null
	at_At3g49690 -	no entry	null
	at_At3g50410 -	no entry	null
	at_At3g55370 -	no entry	null
	at_At3g60460 -	no entry	null
	at_At3g62610 -	no entry	null
	at_At4g00940 -	no entry	null
	at_At4g08150 -	no entry	null
	at_At4g09460 -	no entry	null
	at_At4g13480 -	no entry	null
	at_At4g18650 -	no entry	null
	at_At4g18660 -	no entry	null
	at_At4g18680 -	no entry	null
	at_At4g21050 -	no entry	null
	at_At4g21080 -	no entry	null
	at_At4g28110 -	no entry	null
	at_At4g34990 -	no entry	null
	at_At5g11060 -	no entry	null
	at_At5g11510 -	no entry	null
	at_At5g12870 -	no entry	null
	at_At5g14340 -	no entry	null
	at_At5g17800 -	no entry	null
	at_At5g18830 -	no entry	null
	at_At5g23000 -	no entry	null
	at_At5g24800 -	no entry	null
	at_At5g27810 -	no entry	null
	at_At5g27910 -	no entry	null
	at_At5g45830 -	no entry	null
	at_At5g48670 -	no entry	null
	at_At5g49620 -	no entry	null
	at_At5g51790 -	no entry	null
	at_At5g52260 -	no entry	null
	at_At5g52600 -	no entry	null
	at_At5g55020 -	no entry	null
	at_At5g57150 -	no entry	null
	at_At5g61420 -	no entry	null
	at_At5g62430 -	no entry	null
	at_At5g62470 -	no entry	null
	at_At5g62940 -	no entry	null
	at_At5g65230 -	no entry	null
	at_At5g65640 -	mips_04	"putative bHLH transcription factor (bHLH093)"
	at_At5g04760 -	no entry	null
	at_At5g07690 -	no entry	null
	at_At5g08780 -	no entry	null
	at_At5g16600 -	no entry	null
	at_At5g16770 -	no entry	null
	at_At5g60200 -	no entry	null
	at_At1g01260 -	no entry	null
	at_At1g25340 -	no entry	null
	at_At1g03970 -	no entry	null
	at_At1g56160 -	no entry	null
	at_At1g56650 -	no entry	null
	at_At1g57560 -	no entry	null
	at_At1g60880 -	no entry	null
	at_At1g71030 -	no entry	null
	at_At1g74080 -	no entry	null
	at_At1g21340 -	no entry	null
	at_At1g22640 -	no entry	null
	at_At1g76580 -	no entry	null
	at_At2g22750 -	no entry	null
	at_At2g28510 -	no entry	null
	at_At2g32460 -	no entry	null
	at_At2g37120 -	no entry	null
	at_At2g47190 -	no entry	null
	at_At3g56970 -	no entry	null
	at_At3g61250 -	no entry	null
	at_At3g61850 -	no entry	null
	at_At3g13890 -	no entry	null
	at_At3g14880 -	no entry	null
	at_At3g48920 -	no entry	null
	at_At4g18690 -	no entry	null
	at_At4g21030 -	no entry	null
	at_At4g21040 -	no entry	null
	at_At4g21110 -	no entry	null
	at_At4g21440 -	no entry	null
	at_At4g25410 -	no entry	null
	at_At4g33450 -	no entry	null
	at_At4g37780 -	no entry	null
	at_At4g37850 -	no entry	null
	at_At5g07700 -	no entry	null
	at_At5g26650 -	no entry	null
	at_At5g35550 -	no entry	null
	at_At5g40120 -	no entry	null
	at_At5g46760 -	no entry	null
	at_At5g46830 -	no entry	null
	at_At5g56110 -	no entry	null
	at_At5g60850 -	no entry	null
	at_At5g66940 -	no entry	null
	at_At1g20690 -	no entry	null
	at_At1g21970 -	no entry	null
	at_At1g29160 -	no entry	null
	at_At1g31630 -	no entry	null
	at_At1g32640 -	no entry	null
	at_At1g37080 -	no entry	null
	at_At1g43330 -	no entry	null
	at_At1g58330 -	no entry	null
	at_At1g66230 -	no entry	null
	at_At1g69170 -	no entry	null
	at_At1g72740 -	no entry	null
	at_At1g79180 -	no entry	null
	at_At1g07640 -	no entry	null
	at_At1g08810 -	no entry	null
	at_At1g12860 -	no entry	null
	at_At1g66370 -	no entry	null
	at_At1g06760 -	no entry	null
	at_At2g15660 -	no entry	null
	at_At2g22760 -	no entry	null
	at_At2g22770 -	no entry	null
	at_At2g27230 -	no entry	null
	at_At2g28810 -	no entry	null
	at_At2g31180 -	no entry	null
	at_At2g33810 -	no entry	null
	at_At2g42200 -	no entry	null
	at_At2g47460 -	no entry	null
	at_At3g02940 -	no entry	null
	at_At3g06120 -	no entry	null
	at_At3g06490 -	no entry	null
	at_At3g13540 -	no entry	null
	at_At3g24310 -	no entry	null
	at_At3g25710 -	no entry	null
	at_At3g26744 -	no entry	null
	at_At3g27780 -	no entry	null
	at_At3g27810 -	no entry	null
	at_At3g30210 -	no entry	null
	at_At3g45610 -	no entry	null
	at_At3g47600 -	no entry	null
	at_At3g52440 -	no entry	null
	at_At3g53370 -	no entry	null
	at_At3g56770 -	no entry	null
	at_At3g60030 -	no entry	null
	at_At3g61950 -	no entry	null
	at_At4g05100 -	no entry	null
	at_At3g01140 -	no entry	null
	at_At3g01530 -	no entry	null
	at_At4g12350 -	no entry	null
	at_At4g25560 -	no entry	null
	at_At4g38900 -	no entry	null
	at_At5g04740 -	no entry	null
	at_At4g02640 -	mips_65	"bZIP protein Atbzip10"
	at_At5g15310 -	no entry	null
	at_At5g27130 -	no entry	null
	at_At5g27960 -	no entry	null
	at_At5g39750 -	no entry	null
	at_At5g40360 -	no entry	null
	at_At5g42910 -	no entry	null
	at_At5g43270 -	no entry	null
	at_At5g46690 -	no entry	null
	at_At5g49330 -	no entry	null
	at_At5g50570 -	no entry	null
	at_At5g50670 -	no entry	null
	at_At5g51780 -	no entry	null
	at_At5g53900 -	no entry	null
	at_At5g57620 -	no entry	null
	at_At5g58010 -	no entry	null
	at_At5g60890 -	no entry	null
	at_At5g65320 -	no entry	null
	at_At5g65590 -	no entry	null
	at_At5g65790 -	no entry	null
	at_At5g02320 -	no entry	null
	at_At5g22110 -	no entry	null
	at_At5g41315 -	no entry	null
	at_At5g62320 -	no entry	null


------------------
Rule 6320
	eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5270 items):
	at_At1g18140	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At1g19250	mips_01_01	"hypothetical protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g21850	mips_01_20_17_01	"pectinesterase, putative"
			mips_11_07_03
	at_At1g48910	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62570	mips_01_02	"similar to glutamate synthase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g62600	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g63340	mips_01_01_99	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g71040	mips_01_20	"putative spore coat protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_01
			mips_01_20_99
			mips_08
			mips_08_19
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_05_01_99
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_02
			mips_40_34
			mips_40_34_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At1g75790	mips_01_20_17	"polymer protein, putative"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At4g12420	mips_01_20	"pollen-specific protein - like predicted GPI-anchored protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At2g30210	mips_01_20_17_01	"putative laccase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g33230	mips_01_02	"putative flavin-containing monooxygenase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At2g38080	mips_01_20_17_01	"putative diphenol oxidase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g13390	mips_01_20_17_01	"L-ascorbate oxidase precursor, putative"
			mips_11_07_03
	at_At3g13400	mips_01_20	"pollen specific protein, putative"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At3g27820 -	mips_01_02_01	"putative cytosolic monodehydroascorbate reductase"
			mips_01_07
			mips_02_08
			mips_02_13
			mips_02_13_01
			mips_67_15
	at_At1g12140	mips_02	"hypothetical protein"
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g12200	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_40_27
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g25240	mips_01_05	"Pollen-specific protein precursor like"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
			mips_30
	at_At4g28720	mips_01_07	"putative protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At4g37160	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_30_01
	at_At4g39830	mips_01_07	"putative L-ascorbate oxidase"
			mips_01_07_04
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g01050	mips_01_20_17	"laccase -like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g51480	mips_01_20_17_01	"predicted GPI-anchored protein"
			mips_11_07_03
			mips_11_07_99
	at_At5g58910	mips_01_20_17_01	"laccase precursor - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g05390	mips_01_20_17	"laccase (diphenol oxidase)"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g07130	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g07800	mips_01_01	"dimethylaniline monooxygenase-like protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At2g29130	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	Training Accuracy: 28/29 (96.55%)
	Training Frequency class 'mips_11_07': 227/5270 (4.31%)

	Evaluation on validation data (2658 items):
	at_At1g04180	mips_01_07	"putative dimethylaniline monooxygenase"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g55570	mips_01_20_17_01	"overlap with bases 100,099-109,160 of 'IGF' clone F20N2, gb|AC002328. This region is annotated in the F20N2 entry, gb|AC002328"
			mips_11_07_03
	at_At1g62540	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62580	mips_01_02	"similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62620	mips_01_02	"similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g21430	mips_01_02	"flavin-containing monooxygenases, putative"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g21860	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At1g65860	mips_02	""
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_63_99
	at_At1g76160	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
	at_At3g54660 -	mips_02_11	"Gluthatione reductase, chloroplast precursor"
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_67_15
	at_At4g13260	mips_01_02_01	"putative protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g38420	mips_01_20_17_01	"pectinesterase like protein"
			mips_11_07_03
	at_At5g11320	mips_02	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_99
	at_At5g43890	mips_01	"dimethylaniline monooxygenase-like"
			mips_02
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_98
	at_At5g45180	mips_02	"dimethylaniline monooxygenase (N-oxide-forming)-like protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	Validation Accuracy: 14/15 (93.33%)
	Validation Frequency class 'mips_11_07': 126/2658 (4.74%)

	Evaluation on propertest data (4472 items):
	at_At1g23010	mips_01_20_17_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_01
			mips_08_19
			mips_11_05_01_03
			mips_11_05_01_99
			mips_11_07_03
			mips_11_07_07
			mips_11_07_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
			mips_67_04_01
			mips_67_04_01_01
	at_At1g41830	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At1g04610	mips_01_07	"putative dimethylaniline monooxygenase"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g55560	mips_01_20_17_01	""
			mips_11_07_03
			mips_11_07_99
	at_At1g62560	mips_01_01_99	"similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g63370	mips_01_02_01	"flavin-binding monooxygenase, putative"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g12130	mips_01_01_99	"hypothetical protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g12160	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At2g23630	mips_01_20_17_01	"putative pectinesterase"
			mips_11_07_03
			mips_11_07_99
	at_At2g40370	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g46570	mips_01_20_17_01	"diphenol oxidase like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g09220	mips_01_20_17	"putative laccase"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At4g22010	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
	at_At4g28090	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
	at_At4g32540	mips_01_07	"dimethylaniline monooxygenase - like protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g09360	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g25620	mips_01_07	"unknown protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g53460 -	mips_01_01	"NADH-dependent glutamate synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_02_11
			mips_67_15
	at_At5g60020	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g61290	mips_01_01	"putative protein"
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At5g66920	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07
			mips_11_07_03
			mips_30_01
	at_At5g01040	mips_01	"laccase -like protein"
			mips_01_07
			mips_01_07_04
			mips_01_20
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_99
	at_At5g01190	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g03260	mips_01_20_17	"laccase (diphenol oxidase)-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g21100	mips_01_07_04	"ascorbate oxidase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g48450	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
	Propertest Accuracy: 25/26 (96.15%)
	Propertest Frequency class 'mips_11_07': 211/4472 (4.72%)

	New (unknown) data (2658 items):
	at_At1g55980 -	no entry	null
	at_At1g56000 -	no entry	null


------------------
Rule 6266
	eval(_1,_2,4.0e-3-0.1),desc(_2,hypothetical) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mollusca),db_ref(_2,pir) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5270 items):
	at_At1g23800	mips_01_20_05	"putative aldehyde dehydrogenase NAD+"
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g44170	mips_01_20_05	"puative aldehyde dehydrogenase"
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g74920	mips_01_20_05	"betaine aldehyde dehydrogenase like protein"
			mips_01_20_17_01
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g79440	mips_01_20_05	"succinic semialdehyde dehydrogenase 1 (SSADH1)"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g34240	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20
			mips_01_20_05
			mips_02_01
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g24270	mips_01_20_05	"putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At4g36250	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	Training Accuracy: 7/7 (100.00%)
	Training Frequency class 'mips_11_07': 227/5270 (4.31%)

	Evaluation on validation data (2658 items):
	at_At1g54100	mips_01_06	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g14200	mips_01_07	"F15N24.6"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g66658	mips_01_20_05	"betaine aldehyde dehydrogenase, putative"
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_11_07': 126/2658 (4.74%)

	Evaluation on propertest data (4472 items):
	at_At3g48000	mips_01_07	"aldehyde dehydrogenase (NAD+)-like protein"
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g48170	mips_01_20_05	"betaine aldehyde dehydrogenase-like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At5g62530	mips_01	"delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
			mips_02
			mips_01_05
			mips_01_06
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
	Propertest Accuracy: 3/3 (100.00%)
	Propertest Frequency class 'mips_11_07': 211/4472 (4.72%)

	New (unknown) data (2658 items):


------------------
Rule 5990
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,triticum) = 1
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5270 items):
	at_At1g71695 -	mips_01_20_35	"peroxidase ATP4a"
			mips_01_20_35_01
	at_At2g18140	mips_11	"putative peroxidase"
			mips_11_05
			mips_11_07
	at_At3g28200 -	mips_01_20_35_01	"peroxidase like protein"
	at_At3g50990	mips_11_07_99	"peroxidase-like protein"
	at_At4g16270	mips_11_07	"peroxidase like protein"
	at_At4g17690	mips_01_20_35	"peroxidase like protein"
			mips_01_20_35_01
			mips_11_07
	at_At4g26010	mips_11	"peroxidase like protein"
			mips_11_05
			mips_11_07
	at_At4g35000	mips_01_01_99	"L-ascorbate peroxidase"
			mips_11_07_03
	at_At5g15180	mips_11	"prx10 peroxidase - like protein"
			mips_11_05
			mips_11_07
			mips_11_07_99
	at_At5g24070	mips_11	"peroxidase-like protein"
			mips_11_05
			mips_11_07
			mips_98
	at_At5g39580	mips_11	"peroxidase ATP24a"
			mips_11_05
			mips_11_07
			mips_98
	at_At5g47000 -	mips_01_20_35	"peroxidase"
			mips_01_20_35_01
	at_At5g51060	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_02_11
			mips_11_05_03
			mips_11_07_07
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_15
	at_At5g51890	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g58390	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g66390	mips_11_07	"peroxidase (emb|CAA66964.1)"
	at_At5g60010	mips_11_07_07	"respiratory burst oxidase protein - like"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	Training Accuracy: 14/17 (82.35%)
	Training Frequency class 'mips_11_07': 227/5270 (4.31%)

	Evaluation on validation data (2658 items):
	at_At1g64060	mips_11_07_07	"cytochrome b245 beta chain homolog RbohAp108"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At1g09090	mips_01_20_35	"putative respiratory burst oxidase protein B"
			mips_01_20_35_02
			mips_11_05_03
			mips_11_07
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_21
			mips_63_21_05
			mips_63_21_99
	at_At2g41480	mips_11_05	"putative peroxidase"
			mips_11_07
	at_At3g21770	mips_11_07_99	"putative peroxidase"
	at_At4g08390	mips_01_01_99	"stromal ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g31760	mips_11_07	"peroxidase - like protein"
	at_At4g32320	mips_01_01_99	"L-ascorbate peroxidase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At5g06720	mips_11_05	"peroxidase (emb|CAA68212.1)"
			mips_11_07
	at_At5g07390	mips_02	"respiratory burst oxidase protein A"
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_14_01
			mips_14_01_03
			mips_20
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At5g22410	mips_11_07	"peroxidase ATP14a homolog"
			mips_11_07_99
	at_At5g47910	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	Validation Accuracy: 11/11 (100.00%)
	Validation Frequency class 'mips_11_07': 126/2658 (4.74%)

	Evaluation on propertest data (4472 items):
	at_At1g49570	mips_11_07	"peroxidase, putative"
	at_At1g05240	mips_11_07_99	"putative peroxidase ATP12a"
	at_At1g05250	mips_11_07	"putative peroxidase ATP12a"
			mips_11_07_99
	at_At1g05260	mips_11_07	"putative peroxidase"
			mips_11_07_99
	at_At1g68850	mips_11_07	"peroxidase ATP23a"
	at_At1g77490 -	mips_40_26	"thylakoid-bound ascorbate peroxidase"
			mips_40_26_03
	at_At1g07890	mips_01_01	"L-ascorbate peroxidase"
			mips_01_01_99
			mips_11_07
			mips_11_07_03
	at_At1g14550	mips_11_07	"peroxidase, putative"
	at_At2g18150	mips_11_07	"putative peroxidase"
	at_At2g41680 -	mips_01_02	"putative thioredoxin reductase"
			mips_01_02_01
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_13_01
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_05
	at_At3g03670	mips_11_07	"putative peroxidase"
	at_At3g42570	mips_11_07_99	"putative protein"
	at_At3g45810	mips_02	"respiratory burst oxidase - like protein"
			mips_02_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63
			mips_63_17_01
			mips_98
	at_At3g01190	mips_11_07	"putative peroxidase"
			mips_11_07_99
	at_At3g17070	mips_11	"peroxidase, putative"
			mips_11_05
			mips_11_07
	at_At3g49120 -	mips_11_05	"peroxidase"
			mips_98
	at_At4g11230	mips_11_05_03	"respiratory burst oxidase homolog F - like protein"
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_15
	at_At4g25090	mips_01_20_35	"respiratory burst oxidase - like protein"
			mips_01_20_35_02
			mips_11_05
			mips_11_07_07
			mips_14_01_03
			mips_14_04
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67
			mips_67_15
	at_At4g35970	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g36430	mips_11_07	"peroxidase like protein"
	at_At5g40150 -	mips_11_05	"peroxidase ATP26a"
	at_At5g42180	mips_11_05	"peroxidase (emb|CAA66960.1)"
			mips_11_07
	at_At5g64110	mips_11_07	"peroxidase ATP3a homolog"
			mips_11_07_99
	at_At5g64120	mips_11_07_99	"peroxidase (emb|CAA67551.1)"
	Propertest Accuracy: 20/24 (83.33%)
	Propertest Frequency class 'mips_11_07': 211/4472 (4.72%)

	New (unknown) data (2658 items):
	at_At1g30870 -	no entry	null
	at_At1g77100 -	no entry	null
	at_At2g35380 -	no entry	null
	at_At2g38380 -	no entry	null
	at_At2g38390 -	no entry	null
	at_At2g43480 -	no entry	null
	at_At3g49960 -	no entry	null
	at_At4g08770 -	no entry	null
	at_At4g08780 -	no entry	null
	at_At4g30170 -	no entry	null
	at_At4g37530 -	no entry	null
	at_At5g17820 -	no entry	null
	at_At5g19880 -	no entry	null
	at_At5g19890 -	no entry	null
	at_At5g58400 -	no entry	null
	at_At5g05340 -	no entry	null
	at_At5g06730 -	no entry	null
	at_At5g67400 -	no entry	null
	at_At1g34330 -	no entry	null
	at_At2g18980 -	no entry	null
	at_At2g34060 -	no entry	null
	at_At2g24800 -	no entry	null
	at_At3g32980 -	no entry	null
	at_At4g25980 -	no entry	null
	at_At4g33420 -	no entry	null
	at_At4g33870 -	no entry	null
	at_At4g37520 -	no entry	null
	at_At5g14130 -	no entry	null
	at_At1g24110 -	no entry	null
	at_At1g44970 -	no entry	null
	at_At1g14540 -	no entry	null
	at_At1g34510 -	no entry	null
	at_At2g22420 -	no entry	null
	at_At2g37130 -	no entry	null
	at_At2g39040 -	no entry	null
	at_At3g49110 -	no entry	null
	at_At4g11290 -	no entry	null
	at_At4g21960 -	no entry	null
	at_At5g64100 -	no entry	null


------------------
Rule 6400
	eval(_1,_2,4.0e-3-0.1),classification(_2,bacteria),keyword(_2,hypothetical_protein) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,485.0-667.0),db_ref(_2,prosite) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),desc(_2,putative) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5270 items):
	at_At1g13070	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At1g13100	mips_11_07_01	"putative cytochrome P450 monooxygenase"
	at_At1g13140	mips_02_11	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g13150 -	mips_02_11	"putative cytochrome P450 monooxygenase"
	at_At1g13710 -	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g18140	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At1g19630 -	mips_01_20_17_07	"cytochrome P450, putative"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g21850	mips_01_20_17_01	"pectinesterase, putative"
			mips_11_07_03
	at_At1g33720	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g33730	mips_01_06_04	"cytochrome P450, putative"
			mips_02_11
			mips_11_07
			mips_11_07_01
			mips_40_07
	at_At1g47620 -	mips_02_11	"hypothetical protein"
	at_At1g55940	mips_01_01_10	"cytochrome P450, putative"
			mips_01_02
			mips_01_02_99
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_20_99
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_47_03_11
			mips_47_03_11_07
	at_At1g57750 -	mips_02_11	"putative protein"
	at_At1g64930 -	mips_01_20_17_07	"hypothetical protein"
	at_At1g69500 -	mips_02	"hypothetical protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g71040	mips_01_20	"putative spore coat protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_01
			mips_01_20_99
			mips_08
			mips_08_19
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_05_01_99
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_02
			mips_40_34
			mips_40_34_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At1g74540	mips_11_07_01	"cytochrome P450 like protein"
	at_At1g74550	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g75130 -	mips_45	"cytochrome P450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g75790	mips_01_20_17	"polymer protein, putative"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At1g78490	mips_02	"putative protein"
			mips_01_06
			mips_01_06_04
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
	at_At1g01600	mips_02	"hypothetical protein"
			mips_01_06
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g61040	mips_01_20	"cytochrome P450 monooxygenase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g12310 -	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
	at_At4g12320	mips_01_20_17_07	"cytochrome P450 homolog"
			mips_11_07_01
	at_At4g12420	mips_01_20	"pollen-specific protein - like predicted GPI-anchored protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At2g02580	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g05180 -	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_20
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At2g12190 -	mips_01_20_17	"pseudogene"
			mips_01_20_17_07
	at_At2g26170	mips_01_06_04	"Cytochrome P450 like protein"
			mips_11_07_01
	at_At2g27000 -	mips_02_11	"putative cytochrome P450"
	at_At2g27010	mips_02	"putative cytochrome P450"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_40_02
	at_At2g27690 -	mips_02_11	"putative cytochrome P450"
	at_At2g30210	mips_01_20_17_01	"putative laccase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g30770	mips_11_07_01	"putative cytochrome P450"
	at_At2g38080	mips_01_20_17_01	"putative diphenol oxidase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g42250	mips_01_20	"putative cytochrome P450"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At2g45550	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g45560	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At2g45580	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g46660	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At3g13390	mips_01_20_17_01	"L-ascorbate oxidase precursor, putative"
			mips_11_07_03
	at_At3g13400	mips_01_20	"pollen specific protein, putative"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At3g14620 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14640 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g26150	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26160	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26170	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26180	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26200	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26210	mips_11_07	"cytochrome P450, putative"
			mips_11_07_01
	at_At3g26300	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26330	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26830	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At3g28740 -	mips_01_20	"cytochrome P450, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At1g11600 -	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At1g11680 -	mips_45	"obtusifoliol 14-alpha demethylase like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g44250	mips_01	"cytochrome P450-like protein"
			mips_01_20
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At3g52970	mips_02	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At3g53280	mips_11_07	"cytochrome P450 monooxygenase (CYP71B5)"
			mips_11_07_01
	at_At4g15440	mips_01_06_04	"hydroperoxide lyase (HPL1)"
			mips_11_07_01
	at_At4g19230	mips_01_06_01	"putative cytochrome P450 protein"
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g20240	mips_11_07_01	"putative protein"
	at_At4g22710	mips_01_20_17	"cytochrome P450 - like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At4g25240	mips_01_05	"Pollen-specific protein precursor like"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
			mips_30
	at_At4g31500	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83B1)"
	at_At4g37160	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_30_01
	at_At4g37310 -	mips_01_20_35	"cytochrome P450-like protein"
			mips_01_20_35_01
			mips_01_20_99
			mips_02_11
	at_At4g37410 -	mips_01_20_35	"cytochrome P450 monooxygenase like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37430 -	mips_01_20_17_07	"cytochrome P450 monooxygenase (CYP91A2)"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g39500	mips_02	"cytochrome P450 -like protein"
			mips_01_06
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At4g39510 -	mips_01_20_17	"cytochrome P450 -like protein"
			mips_01_20_17_07
	at_At4g39830	mips_01_07	"putative L-ascorbate oxidase"
			mips_01_07_04
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g01050	mips_01_20_17	"laccase -like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g09970 -	mips_01_20_17_07	"cytochrome P450"
	at_At5g10610	mips_01_20_17_07	"cytochrome P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_01
	at_At5g14400	mips_01_06_04	"putative protein"
			mips_11_07_01
	at_At5g24910	mips_01_06_04	"cytochrome P450-like protein"
			mips_11_07_01
	at_At5g25120	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g25180	mips_11_07_01	"cytochrome P450 71B1 - like protein"
	at_At5g33441	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g36220 -	mips_01_20_35	"cytochrome P450 monooxygenase (CYP91A1)"
			mips_01_20_35_01
			mips_01_20_99
	at_At5g38450 -	mips_01_06	"cytochrome P450-like protein"
	at_At5g44620 -	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase-like; cytochrome P450"
	at_At5g45340	mips_01_06_01_07	"cytochrome P450"
			mips_01_06_01_07_11
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At5g47990 -	mips_01_20_17_07	"cytochrome P450"
	at_At5g48100	mips_01_20_17_01	"laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g51480	mips_01_20_17_01	"predicted GPI-anchored protein"
			mips_11_07_03
			mips_11_07_99
	at_At5g58910	mips_01_20_17_01	"laccase precursor - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g05260 -	mips_01	"cytochrome P450 CYP79A2 (CYP79A2)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_98
	at_At5g05390	mips_01_20_17	"laccase (diphenol oxidase)"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g06900	mips_01_20_17_07	"cytochrome P450"
			mips_11_07_01
	at_At5g07130	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g02900	mips_11_07_01	"cytochrome P450 - like protein"
	at_At2g29130	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	Training Accuracy: 67/95 (70.53%)
	Training Frequency class 'mips_11_07': 227/5270 (4.31%)

	Evaluation on validation data (2658 items):
	at_At1g01280	mips_01	"cytochrome P450, putative"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11
			mips_11_07_01
			mips_98
	at_At1g50560	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At1g55570	mips_01_20_17_01	"overlap with bases 100,099-109,160 of 'IGF' clone F20N2, gb|AC002328. This region is annotated in the F20N2 entry, gb|AC002328"
			mips_11_07_03
	at_At1g64940	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g64950 -	mips_01	"unknown protein"
			mips_02
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At1g65340 -	mips_45_03_15	""
			mips_47_03_15
			mips_47_03_15_07
	at_At1g13080	mips_11_07	"putative cytochrome P450 monooxygenase (At1g13080)"
			mips_11_07_01
	at_At1g16400	mips_01_20_17	"cytochrome P450-like protein (At1g16400)"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g16410	mips_01_20_17	"putative cytochrome P450 protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At1g21860	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At1g76160	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
	at_At2g14100 -	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
	at_At2g22330	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At2g23220 -	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g32440 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g44890 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g24180	mips_11_07_01	"putative cytochrome P450"
	at_At3g53290	mips_01_20	"CYTOCHROME P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g61880	mips_02	"cytochrome p450 (CYP78A9)"
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g14630 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g20120 -	mips_01_20	"cytochrome P450, putative"
	at_At3g20940 -	mips_02_11	"cytochrome P450, putative"
	at_At3g26270	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At3g48270	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48320	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48520 -	mips_01_06	"cytochrome P450-like protein"
			mips_01_06_99
	at_At3g44970	mips_01_01_01	"cytochrome P450 - like protein"
			mips_01_01_10
			mips_01_02
			mips_01_02_99
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_07
			mips_01_20_99
			mips_02_11
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At4g15380 -	mips_01	"cytochrome P450 like protein"
			mips_02
			mips_01_06
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At4g22690	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g37320 -	mips_01_20	"cytochrome P450-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37400 -	mips_01_20_35	"cytochrome P450 monooxygenase -like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g38420	mips_01_20_17_01	"pectinesterase like protein"
			mips_11_07_03
	at_At4g39480	mips_11_07_01	"cytochrome P450 - like protein"
	at_At4g39490	mips_11_07_01	"cytochrome P450 - like protein"
	at_At4g00360 -	mips_02_11	"probable cytochrome P450"
	at_At5g10600	mips_01_20_35	"cytochrome P450 - like protein"
			mips_01_20_35_01
			mips_11_07_01
	at_At5g24900 -	mips_02	"cytochrome P450-like protein"
			mips_02_11
			mips_98
	at_At5g25900	mips_01_20_13	"cytochrome P450 GA3"
			mips_11_07_01
			mips_20_20
			mips_20_20_18
	at_At5g57220 -	mips_01_20_17	"cytochrome P450"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	Validation Accuracy: 23/39 (58.97%)
	Validation Frequency class 'mips_11_07': 126/2658 (4.74%)

	Evaluation on propertest data (4472 items):
	at_At1g24540 -	mips_45_03_15	"putative cytochrome P450"
			mips_47_03_15
			mips_47_03_15_07
	at_At1g41830	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At1g50520 -	mips_02_11	"cytochrome P450, putative"
	at_At1g55560	mips_01_20_17_01	""
			mips_11_07_03
			mips_11_07_99
	at_At1g05160 -	mips_02	"putative cytochrome P450"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g63710 -	mips_45	"cytochrome P450 like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g01190	mips_11_07_01	"cytochrome P450, putative"
	at_At1g64900 -	mips_02_11	"putative protein"
	at_At1g65670 -	mips_01_06_01	"cytochrome P450, putative"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g79370 -	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g11610	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g12740 -	mips_45_03_15	"hypothetical protein"
			mips_47_03_15
			mips_47_03_15_07
	at_At1g13110	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g13090	mips_11_07_01	"cytochrome P450 monooxygenase like protein"
	at_At2g17330 -	mips_45	"putative obtusifoliol 14-alpha demethylase"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g23630	mips_01_20_17_01	"putative pectinesterase"
			mips_11_07_03
			mips_11_07_99
	at_At2g29090	mips_01_01_01	"putative cytochrome P450"
			mips_01_02
			mips_01_02_99
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g30490	mips_01_06_04	"cinnamate-4-hydroxylase"
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g34500 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g40370	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g42850 -	mips_01_06	"putative cytochrome P450"
	at_At2g45510 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g45570	mips_01_20_17_07	"cytochrome P450 (CYP76C2)"
			mips_11_07_01
	at_At2g45970	mips_11_07_01	"putative cytochrome P450"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g46570	mips_01_20_17_01	"diphenol oxidase like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g26710 -	mips_02_11	"putative cytochrome P450"
	at_At2g40890	mips_01_20	"cytochrome P450 like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
	at_At2g46960 -	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_02_11
			mips_63
			mips_98
	at_At3g03470 -	mips_01_20_17_07	"putative cytochrome P450"
			mips_01_20_35_01
	at_At3g09220	mips_01_20_17	"putative laccase"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g10560	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g10570	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_11_07_01
	at_At3g14610 -	mips_02_11	"putative cytochrome P450"
	at_At3g14650 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14660 -	mips_01_06_01	"putative cytochrome P450"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14690 -	mips_01_06_01	"putative cytochrome P450"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g20110 -	mips_02	"cytochrome P450, putative"
			mips_01_20
			mips_02_11
	at_At3g20130	mips_11_07_01	"cytochrome P450, putative"
	at_At3g20140 -	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_02_11
	at_At3g25180	mips_01_20_17_07	"cytochrome P450 monooxygenase, putative"
			mips_11_07_01
	at_At3g26190	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26220	mips_02	"cytochrome P450 monooxygenase (CYP71B3)"
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g26230	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26280	mips_01	"cytochrome P450 monooxygenase (CYP71B4)"
			mips_02
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g26290	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26310	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26320	mips_11_07_01	"cytochrome P450, putative"
	at_At3g30290 -	mips_02	"cytochrome P450, putative"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g48280 -	mips_01_20	"Cytochrome P450 - like protein"
	at_At3g48290	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48310	mips_11_07_01	"cytochrome P450 - like protein"
	at_At3g50660 -	mips_01_06_01_07	"steroid 22-alpha-hydroxylase (DWF4)"
			mips_01_06_01_07_11
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g53300	mips_02_11	"CYTOCHROME P450-like protein"
			mips_11_07
			mips_11_07_01
	at_At3g01900 -	mips_01_06_99	"putative cytochrome P450"
	at_At4g12300	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
			mips_11_07_01
	at_At4g12330	mips_01_20	"flavonoid 3',5'-hydroxylase like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g13770	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83A1)"
	at_At4g15110	mips_11_07_01	"cytochrome P450 (Z97337.39)"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g15310 -	mips_45	"cytochrome P450 like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g15350	mips_11_07	"cytochrome P450 like protein"
			mips_11_07_01
	at_At4g15360 -	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At4g22010	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
	at_At4g27710 -	mips_01_06_01	"cytochrome P450 - like protein"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At4g28090	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
	at_At4g31940 -	mips_01_20	"Cytochrome P450-like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At4g31970 -	mips_01_20_17	"Cytochrome P450-like protein"
			mips_01_20_17_07
	at_At4g36220 -	mips_01_20_35_01	"ferulate-5-hydroxylase (FAH1)"
	at_At4g36380 -	mips_02	"cytochrome P450 (ROTUNDIFOLIA3)"
			mips_01_06
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
	at_At4g37360 -	mips_01_20_99	"cytochrome p450 - like protein"
	at_At4g39950 -	mips_01_20_17_07	"cytochrome P450 like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g04630	mips_01_20	"cytochrome P450 - like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
	at_At5g04660	mips_01_20_17_07	"cytochrom P450 - like protein"
			mips_11_07_01
	at_At5g06905	mips_01_20_17	"cytochrome P450-like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At5g07990	mips_01	"flavonoid 3'-hydroxylase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
			mips_99
	at_At5g08250 -	mips_01_06_01	"cytochrome P450-like protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g09360	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g36110 -	mips_45	"cytochrome P450-like"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g42580 -	mips_01_20_17_07	"cytochrome P450"
	at_At5g42590	mips_11_07_01	"cytochrome P450"
	at_At5g42650 -	mips_01_20_17_07	"allene oxide synthase (emb|CAA73184.1)"
	at_At5g57260	mips_11_07_01	"cytochrome P450"
	at_At5g58860	mips_02	"cytochrome P450 CYP86A1"
			mips_01_06
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At5g60020	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g61320	mips_01	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At5g63450 -	mips_01_06_99	"cytochrome P450-like protein"
	at_At5g67310 -	mips_01_20_17_07	"cytochrome P450"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At5g01040	mips_01	"laccase -like protein"
			mips_01_07
			mips_01_07_04
			mips_01_20
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_99
	at_At5g01190	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g03260	mips_01_20_17	"laccase (diphenol oxidase)-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g04330 -	mips_01_20_35	"ferulate-5-hydroxylase (CYP84)"
			mips_01_20_35_01
	at_At5g21100	mips_01_07_04	"ascorbate oxidase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g48450	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
	Propertest Accuracy: 51/92 (55.43%)
	Propertest Frequency class 'mips_11_07': 211/4472 (4.72%)

	New (unknown) data (2658 items):
	at_At1g67110 -	no entry	null
	at_At1g74110 -	no entry	null
	at_At2g28860 -	no entry	null
	at_At2g30750 -	no entry	null
	at_At2g34490 -	no entry	null
	at_At3g19270 -	no entry	null
	at_At3g20080 -	no entry	null
	at_At3g20090 -	no entry	null
	at_At3g20950 -	no entry	null
	at_At4g13290 -	no entry	null
	at_At4g15300 -	no entry	null
	at_At5g05690 -	no entry	null
	at_At1g28430 -	no entry	null
	at_At1g31800 -	no entry	null
	at_At3g20960 -	no entry	null
	at_At3g30180 -	no entry	null
	at_At3g48300 -	mips_98	"cytochrome p450 like protein"
			mips_99
	at_At4g13310 -	no entry	null
	at_At4g31950 -	no entry	null
	at_At5g24950 -	no entry	null
	at_At1g73340 -	no entry	null
	at_At1g17060 -	no entry	null
	at_At2g21910 -	no entry	null
	at_At2g23180 -	no entry	null
	at_At2g28850 -	no entry	null
	at_At2g46950 -	no entry	null
	at_At4g15330 -	no entry	null
	at_At4g32170 -	no entry	null
	at_At5g23190 -	no entry	null
	at_At5g24960 -	no entry	null
	at_At5g25130 -	no entry	null
	at_At5g25140 -	no entry	null
	at_At5g38970 -	no entry	null
	at_At5g52320 -	no entry	null


------------------
Rule 2953
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,macaca) = 1
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5270 items):
	at_At1g13420 -	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_13_03
			mips_13_03_01
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_05
			mips_47_03_05_02
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_05
	at_At1g17170	mips_01_01_10_05	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_67_01
	at_At1g18590 -	mips_01_02	"hypothetical protein"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At1g02920	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02930	mips_01_20	"glutathione S-transferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02940	mips_01_20_35	""
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g50430 -	mips_01_06	"sterol delta7 reductase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_05
			mips_05_04
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25_03
			mips_40_02
			mips_40_07
			mips_40_10_05
			mips_63_13
			mips_63_13_99
			mips_67_15
	at_At1g53680	mips_01	"glutathione transferase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g59670	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At1g59700	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g65820	mips_01_20_37	"glutathione-s-transferase, putative"
			mips_01_20_37_01
			mips_11_07_07
			mips_11_07_07_03
			mips_11_07_07_05
	at_At1g69920	mips_11_07	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g75270 -	mips_05_10	"GSH-dependent dehydroascorbate reductase 1, putative"
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At1g77290	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78320	mips_01_01	"2,4-D inducible glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At1g78360	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78370	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78380	mips_11_07	"glutathione S-transferase like protein"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_10_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_04
	at_At2g14920 -	mips_01_02	"putative steroid sulfotransferase"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_05
			mips_47_03_05_02
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_05
	at_At2g17490 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
	at_At2g29450	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g29460 -	mips_20	"putative glutathione S-transferase"
			mips_40_04
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At2g29490 -	mips_40_10_05	"putative glutathione S-transferase"
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50_25
	at_At2g30860	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g10360	mips_01_01_01_11	"putative glutathione S-transferase TSI-1"
			mips_05_04_02
			mips_05_07
			mips_05_10
			mips_05_99
			mips_11_07_07
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At3g09270	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g43800	mips_11_07_07	"glutathione transferase-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_33_03_13
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_01_01
	at_At3g45070 -	mips_01_20_17	"sulfotransferase-like protein"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At3g45080 -	mips_01_20_17_03	"sulfotransferase-like protein"
			mips_01_20_50
	at_At3g55040 -	mips_40_10_05	"putative protein"
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At5g44000	mips_11_05	"putative protein"
			mips_11_07_07
			mips_11_07_07_03
	at_At5g55910 -	mips_03_01	"serine/threonine-specific protein kinase ATPK64 (pir||S20918)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At2g03750 -	mips_01_20_17	"steroid sulfotransferase like protein"
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At5g23320 -	mips_01_06_07	"farnesyl cysteine carboxyl methyltransferase-like protein"
			mips_06_07_09
	Training Accuracy: 20/34 (58.82%)
	Training Frequency class 'mips_11_07': 227/5270 (4.31%)

	Evaluation on validation data (2658 items):
	at_At1g27140 -	mips_01_01_01	"glutathione transferase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_05_03
			mips_67_01
			mips_67_01_01
	at_At1g74590	mips_01_01	"glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At1g10370	mips_01_01_01_11	"glutathione S-transferase (GST30b)"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_20_25_07
			mips_20_25_07_03
	at_At2g20040 -	mips_01_04	"putative cAMP-dependent protein kinase"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g29470	mips_01_01	"putative glutathione S-transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g47730	mips_11_01_01	"glutathione S-transferase (GST6)"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g02380	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
	at_At2g02930	mips_01_20_35	"putative glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g27970 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_03_03
	at_At3g45520 -	mips_29_01	"copia-like polyprotein"
			mips_29_99
	at_At4g04410 -	mips_29	"putative polyprotein"
			mips_29_01
	at_At5g02780 -	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At5g02790 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
			mips_98
	at_At5g07010 -	mips_01_02	"steroid sulfotransferase-like protein"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_05
			mips_47_03_05_02
			mips_47_03_07
			mips_47_03_07_01
	at_At5g17220	mips_01_20_35	"glutathione S-transferase-like protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g41240	mips_01_01_10_05	"glutathione transferase"
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_62_02_01_01
	at_At5g45020 -	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_05_03
			mips_30_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	Validation Accuracy: 8/17 (47.06%)
	Validation Frequency class 'mips_11_07': 126/2658 (4.74%)

	Evaluation on propertest data (4472 items):
	at_At1g27130 -	mips_01_01	"glutathione transferase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50_25
	at_At1g28170 -	mips_01_20_17	"steroid sulfotransferase, putative"
			mips_01_20_17_03
			mips_01_20_50
	at_At1g49860	mips_11_07_07	"glutathione S-transferase, putative"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g53810 -	mips_29_01	""
			mips_29_99
	at_At1g01210 -	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04
			mips_04_01
			mips_04_01_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At1g72040 -	mips_01_03	"hypothetical protein"
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_99
			mips_03_01_09
			mips_03_01_09_99
			mips_67_04
			mips_67_15
	at_At1g78340	mips_01_01_01_11	"GST7 like protein"
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
	at_At1g13430 -	mips_01_06	"hypothetical protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
	at_At1g17190	mips_11_01_01	"putative glutathione transferase"
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69930	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g74090 -	mips_01_20_17_03	"flavonol sulfotransferase like protein"
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At1g74100 -	mips_01_02	"putative flavonol sulfotransferase"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At1g17180	mips_05	"putative glutathione transferase"
			mips_05_04
			mips_05_04_02
			mips_05_07
			mips_05_10
			mips_05_99
			mips_06_01
			mips_06_10
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_07
	at_At2g02390	mips_01_01_01	"glutathione S-transferase like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_03_01_05
			mips_03_01_05_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
	at_At2g03760 -	mips_01_02	"putative steroid sulfotransferase"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_05
			mips_47_03_05_02
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_05
	at_At2g03770 -	mips_01_06	"putative steroid sulfotransferase"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
	at_At2g05960 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g13940 -	mips_29	"putative retroelement pol polyprotein"
			mips_29_01
			mips_29_99
	at_At2g29420	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g29440	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At2g29480 -	mips_01	"putative glutathione S-transferase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_04
			mips_98
	at_At2g30870	mips_11_07_07	"glutathione S-transferase (erd13)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g38050 -	mips_01_06	"3-oxo-5-alpha-steroid 4-dehydrogenase"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_15
	at_At3g03190	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g03940 -	mips_01_05_04	"putative casein kinase"
			mips_14_10
			mips_14_10_02
	at_At3g12690 -	mips_14_10	"protein kinase, putative"
			mips_14_10_02
	at_At3g60170 -	mips_29_01	"putative protein"
			mips_29_99
	at_At3g62760	mips_11_07_07	"Glutathione transferase III-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g55360 -	mips_01_06	"synaptic glycoprotein SC2-like protein"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25
			mips_25_05
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67
			mips_67_15
	at_At4g19880 -	mips_01_20_35	"unknown protein"
			mips_01_20_35_01
			mips_11_05_03
			mips_30_01
	at_At4g26280 -	mips_01_06	"steroid sulfotransferase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_03
	at_At4g02520	mips_01_20_35	"Atpm24.1 glutathione S transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g07000 -	mips_01_02	"steroid sulfotransferase-like protein"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_23
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_03
			mips_13_03
			mips_13_03_01
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_05
			mips_47_03_05_02
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_05
	at_At5g36270 -	mips_40_10_05	"GSH-dependent dehydroascorbate reductase 1-like"
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50_25
	at_At5g43690 -	mips_01_20_17	"steroid sulfotransferase-like"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At5g41210	mips_01_01_01_11	"glutathione transferase AtGST 10 (emb|CAA10457.1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_03
			mips_62_02_01_01
	Propertest Accuracy: 13/36 (36.11%)
	Propertest Frequency class 'mips_11_07': 211/4472 (4.72%)

	New (unknown) data (2658 items):
	at_At1g73650 -	no entry	null
	at_At4g36070 -	no entry	null
	at_At5g59500 -	no entry	null
	at_At5g62480 -	no entry	null
	at_At2g06840 -	no entry	null
	at_At4g04380 -	no entry	null
	at_At5g08340 -	no entry	null
	at_At5g35820 -	no entry	null
	at_At2g21460 -	no entry	null
	at_At3g50530 -	no entry	null
	at_At5g42150 -	no entry	null
	at_At5g44990 -	no entry	null


------------------
Rule 6875
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,15.0-349.0),classification(_2,metazoa) = 1
	eval(_1,_2,9.0e-25-8.0e-10),mol_wt(_2,1574.0-38820.0),keyword(_2,polymorphism) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prints),desc(_2,serine) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_01_01 "amino acid metabolism"

	Evaluation on training data (5270 items):
	at_At1g24400	mips_01_01_07	"amino acid transporter-like protein 2 (AATL2)"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g58360	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g71680	mips_01_01_07	"amino acid permease, putative"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At1g77380	mips_01_01	"amino acid permease AAP3"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g80510	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g30390	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g08230	mips_01_01_07	"hypothetical protein"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At2g39130	mips_01_01_07	"unknown protein"
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At2g39890	mips_01_01	"proline transporter 1"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At3g56200	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At5g01240	mips_01_01_07	"LAX1 / AUX1 -like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At5g15240	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g38820	mips_01_01_07	"transporter -like protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g63850	mips_01	"amino acid transporter AAP4 (pir||S51169)"
			mips_01_01_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g02170	mips_01_01_07	"putative protein"
			mips_48
			mips_67_10
			mips_67_12
	at_At5g16740	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_01_01': 329/5270 (6.24%)

	Evaluation on validation data (2658 items):
	at_At1g44100	mips_01_01_07	"amino acid permease AAP5"
			mips_08_99
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g67640	mips_01_01_07	"putative amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g21050	mips_01_01_07	"AUX1-like amino acid permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At2g33260 -	mips_67_99	"putative tyrosine-specific transport protein"
	at_At2g40420	mips_01_01_07	"unknown protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g11900	mips_01_01	"putative amino acid transporter protein"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At4g18790 -	mips_08_19	"ion transporter - like protein"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g65990	mips_01_01	"amino acid transporter protein-like"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	Validation Accuracy: 6/8 (75.00%)
	Validation Frequency class 'mips_01_01': 175/2658 (6.58%)

	Evaluation on propertest data (4472 items):
	at_At1g25530	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g47670	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	at_At1g77690	mips_01_01_07	"putative AUX1-like permease"
			mips_20_20
			mips_20_20_18
			mips_67_10
			mips_67_12
			mips_67_99
	at_At1g10010	mips_01_01	"putative amino acid permease"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g23150 -	mips_08_19	"putative metal ion transporter (NRAMP)"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g36590	mips_01_01_07	"putative proline transporter"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g13620	mips_01_01_07	"putative protein"
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g01760	mips_01_01_07	"putative amino acid permease"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g55740	mips_01_01_07	"proline transporter 2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At4g38250	mips_01_01	"putative amino acid transport protein"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g09220	mips_01_01_07	"amino acid transport protein AAP2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g23810	mips_01_01_07	"amino acid transporter"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g49630	mips_01_01_07	"amino acid permease 6 (emb|CAA65051.1)"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	Propertest Accuracy: 12/13 (92.31%)
	Propertest Frequency class 'mips_01_01': 303/4472 (6.78%)

	New (unknown) data (2658 items):


------------------
Rule 4151
	eval(_1,_2,9.0e-25-8.0e-10),desc(_2,subunit) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,drosophila),species(_2,drosophila_melanogaster__fruit_fly_) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,methanocaldococcus) = 1
	->  class mips_01_01 "amino acid metabolism"

	Evaluation on training data (5270 items):
	at_At1g18870	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_06_04
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_14_10
			mips_14_10_02
	at_At1g36280 -	mips_01_03_01	"adenylosuccinate lyase-like protein"
			mips_01_03_01_01
			mips_01_03_01_03
			mips_25_05_09
	at_At1g44820	mips_01_01_99	"aminoacylase, putative"
	at_At1g48850	mips_01_01_01_11	"unknown protein"
	at_At1g51780	mips_01_01_10	"hypothetical protein"
			mips_01_01_10_05
			mips_01_02
			mips_63_17_11
	at_At1g53580	mips_01_01	"glyoxalase II"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_03
			mips_01_20_01
			mips_01_20_01_03
			mips_01_20_05
			mips_01_20_05_11
			mips_45
			mips_45_03
			mips_45_03_19
			mips_47
			mips_47_03
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_06
			mips_63_17_09
	at_At1g55810 -	mips_01_03	"uracil phosphoribosyltransferase 1, putative"
			mips_01_03_04
			mips_01_03_04_03
			mips_01_04
			mips_01_04_01
			mips_01_04_04
			mips_63_19_05
			mips_63_19_99
	at_At1g70400 -	mips_03_01	"hypothetical protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_25_05_10
			mips_40_04
			mips_40_10_07
	at_At1g70730 -	mips_01_05_01_03_01	"putative phosphoglucomutase"
			mips_02_19
			mips_13_07
	at_At1g70820 -	mips_01_05_01_03	""
			mips_01_05_01_03_01
	at_At1g72810	mips_01_01_01_07	"hypothetical protein"
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At1g74040	mips_01_01_01	"putative 2-isopropylmalate synthase"
			mips_01_01_01_15
			mips_01_01_01_15_03
			mips_01_05
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_40_16
			mips_63_19
			mips_63_21
			mips_63_21_15
	at_At2g45300	mips_01_01_01_11	"5-enolpyruvylshikimate-3-phosphate (EPSP) synthase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_30_34
			mips_30_34_07
	at_At2g25850 -	mips_04_05_05_05	"nuclear poly(A) polymerase"
			mips_47_03_15
			mips_47_03_15_07
	at_At2g26800	mips_01_01_01_15	"hydroxymethylglutaryl-CoA lyase like protein"
			mips_01_01_01_15_03
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_03
			mips_02_01
	at_At2g37500	mips_01_01_01_01	"putative glutamate/ornithine acetyltransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_02
	at_At2g47510	mips_01_01_01_07	"putative fumarase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_01_03_01
			mips_01_03_01_03
			mips_02_10
	at_At3g10050	mips_01_01_01_11	"threonine dehydratase/deaminase (OMR1)"
			mips_01_01_01_11_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_20_25_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At3g13170 -	mips_03_01_05_03	"topoisomerase VIA (SPO11 gene 1), putative"
			mips_03_01_05_03_01
			mips_03_03_02
			mips_25_05_25
	at_At3g18680	mips_01_01_01_01	"uridylate kinase, putative"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_04
	at_At3g24030 -	mips_01_07	"hydoxyethylthiazole kinase, putative"
			mips_01_07_01
			mips_63_17_07
	at_At3g45760 -	mips_03_01_05_01	"putative protein"
			mips_25_05_25
	at_At3g59760	mips_01_01_01_11	"cysteine synthase"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At3g61440	mips_01_01	"cysteine synthase (AtcysC1)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At4g11640	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_07
			mips_01_20_19
			mips_01_20_21
			mips_20_25_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g14880	mips_01_01_01_11	"cytosolic O-acetylserine(thiol)lyase (EC 4.2.99.8)"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At4g17830	mips_01_01_01	"putative N-acetylornithine deacetylase"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_99
			mips_01_02
	at_At4g37670	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At5g10920	mips_01_01	"argininosuccinate lyase (AtArgH)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_03_01
			mips_01_03_01_03
			mips_01_05_01_01_01
	at_At5g13280	mips_01_01	"aspartate kinase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At5g18070 -	mips_01_05_01_01_04	"N-acetylglucosamine-phosphate mutase"
			mips_01_05_01_03_04
	at_At5g23880 -	mips_04_05_05	"polyadenylation cleavage/specificity factor 100 kDa subunit"
	at_At5g28030	mips_01_01_01_11	"cysteine synthase - like"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At5g37850	mips_01_01	"pyridoxal kinase -like protein"
			mips_01_01_01
			mips_01_07
			mips_01_07_01
			mips_01_07_04
	at_At5g38750 -	mips_05	"putative protein"
			mips_05_10
	at_At5g51820 -	mips_01_05_01_03_01	"phosphoglucomutase (emb|CAB64725.1)"
			mips_02_19
			mips_13_07
			mips_63_07
	at_At5g56650	mips_01_01	"IAA-amino acid hydrolase homolog 1 precursor (sp|P54969)"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_63_17
			mips_63_17_11
	at_At5g05730	mips_01_01	"anthranilate synthase component I-1 precursor (sp|P32068)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_07
			mips_01_07_01
			mips_01_20_33
	at_At5g02820 -	mips_03_01_05_03	"meiosis specific - like protein"
			mips_03_01_05_03_01
			mips_03_03_02
	at_At5g04710 -	mips_06_13_04	"aspartyl aminopeptidase"
			mips_06_13_99
			mips_40_25
	at_At5g54810	mips_01_01_01_07	"tryptophan synthase beta chain 1 precursor (sp|P14671)"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	Training Accuracy: 26/41 (63.41%)
	Training Frequency class 'mips_01_01': 329/5270 (6.24%)

	Evaluation on validation data (2658 items):
	at_At1g23190 -	mips_01_05_01_03	"putative phosphoglucomutase"
			mips_01_05_01_03_01
			mips_02_19
			mips_13_07
			mips_40_16
	at_At1g44180	mips_01_01_01_03	"putative aminoacylase"
			mips_01_01_01_03_01
			mips_01_01_99
			mips_06_13
	at_At1g51760	mips_01_01_10_05	"putative protein"
			mips_63_17_11
	at_At1g55880	mips_01_01_01_07	"hypothetical protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At1g63990 -	mips_03_01_05_03	"hypothetical protein"
			mips_03_01_05_03_01
			mips_03_03_02
			mips_25_05_25
	at_At2g29690	mips_01_01_01_11	"anthranilate synthase, alpha subunit"
			mips_01_01_01_11_13
			mips_01_07_01
			mips_01_20_33
	at_At2g43750	mips_01_01_01_11	"cysteine synthase (cpACS1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At3g25660	mips_01_01_10	"glutamyl-tRNA amidotransferase subunit A, putative"
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_05_10
			mips_05_99
	at_At3g44330 -	mips_06_13	"putative protein"
			mips_06_13_04
			mips_08_19
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_14
			mips_14_04
			mips_40_22
			mips_40_25
			mips_63_17_01
			mips_67
	at_At4g13430	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_03
			mips_02_10
			mips_02_22
			mips_05_04
			mips_63_17
			mips_63_17_09
	at_At4g18440	mips_01	"adenylosuccinate lyase like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_03
			mips_01_03
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_03
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At4g26510 -	mips_01_03_04	"uracil phosphoribosyl transferase like protein"
			mips_01_04_04
	at_At5g19740 -	mips_01_20_05	"peptidase-like protein"
			mips_01_20_05_99
			mips_05_01
			mips_05_01_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_01
			mips_40_22
			mips_47_03_15
			mips_47_03_15_09
	at_At5g28020	mips_01_01	"cysteine synthase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At5g38530	mips_01_01_01	"tryptophan synthase beta chain"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_20_17
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At5g50320 -	mips_01_20_19	"histone acetyltransferase"
			mips_01_20_19_01
			mips_03_01_09
			mips_03_01_09_05
	at_At5g54140	mips_01_01_10_05	"IAA-amino acid hydrolase homolog ILL3 (gb|AAC31939.1)"
			mips_01_02
			mips_63_17_11
	at_At5g56660	mips_01_01	"IAA-amino acid hydrolase (gb|AAC04866.1)"
			mips_01_01_01
			mips_01_01_04
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_06_13
			mips_63_17
			mips_63_17_11
	Validation Accuracy: 12/18 (66.67%)
	Validation Frequency class 'mips_01_01': 175/2658 (6.58%)

	Evaluation on propertest data (4472 items):
	at_At1g26640	mips_01_01_01_01	"unknown protein"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_10
			mips_01_01_10_01
	at_At1g48860	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_30_34
			mips_30_34_07
	at_At1g68420 -	mips_05	"putative asparaginyl-tRNA synthetase"
			mips_05_04
			mips_05_10
	at_At1g71750 -	mips_01_03_01	"hypoxanthine ribosyl transferase, putative"
			mips_01_03_01_01
			mips_01_03_01_01_01
			mips_01_03_01_03
			mips_01_03_04
	at_At1g72090 -	mips_01_07_01	"putative protein"
	at_At1g74710	mips_01_01	"isochorismate synthase 1 precursor (ICS1)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_06
			mips_01_06_04
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_33
			mips_14_10
			mips_14_10_02
			mips_40_02
	at_At1g08980	mips_01_01	"putative amidase"
			mips_01_01_10
			mips_01_01_99
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_05_10
			mips_05_99
			mips_08_02
			mips_40_26
			mips_40_26_03
	at_At2g20860 -	mips_01_06	"lipoic acid synthase (LIP1)"
			mips_01_07
			mips_01_07_01
			mips_40_16
	at_At2g29630 -	mips_01_07_01	"putative thiamin biosynthesis protein"
	at_At2g43360 -	mips_01_06	"biotin synthase (Bio B)"
			mips_01_07
			mips_01_07_01
			mips_40_16
	at_At2g31950 -	mips_01_02	"molybdopterin synthase (CNX2)"
			mips_01_02_99
			mips_01_07
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_13
			mips_02_13_01
			mips_63_17
			mips_63_17_09
	at_At3g02660 -	mips_05	"putative tyrosyl-tRNA synthetase"
			mips_05_04
			mips_05_10
			mips_40_16
	at_At3g02875	mips_01_01	"IAA-amino acid hydrolase (ILR1)"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_63_17
			mips_63_17_11
	at_At3g03630	mips_01_01	"O-acetylserine (thiol) lyase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_17
			mips_01_20_19
			mips_01_20_21
			mips_40_16
			mips_63_21
			mips_63_21_17
	at_At3g04600 -	mips_05_10	"putative tryptophanyl-tRNA synthetase"
			mips_63_03_03
			mips_63_11
	at_At3g06560 -	mips_04_05_05	"poly(A) polymerase, putative"
			mips_04_05_05_05
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g07530 -	mips_04_05_05	"hypothetical protein"
			mips_40_10_99
	at_At3g17960	mips_01_01_10	"amidase, putative"
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_05_10
			mips_05_99
			mips_08_02
			mips_40_26
			mips_40_26_03
	at_At3g18030 -	mips_01_03_01	"HAL3A protein"
			mips_01_03_04
			mips_01_03_07
			mips_01_07_01
			mips_11_01_03
	at_At3g22460	mips_01_01_01	"unknown protein"
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_20_17
			mips_01_20_19
			mips_01_20_21
			mips_40_16
			mips_63_21
			mips_63_21_17
	at_At3g57560	mips_01_01	"acetylglutamate kinase-like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_02
			mips_01_02_01
	at_At3g04940	mips_01_01_01_07	"cysteine synthase (AtcysD1)"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At3g55870	mips_01_01	"anthranilate synthase alpha-1 chain - like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_01_20_37
			mips_01_20_37_99
	at_At4g20310 -	mips_01_06_10	"putative protein"
			mips_06_07_11
			mips_06_13_99
	at_At4g27070	mips_01_01_01_07	"tryptophan synthase beta-subunit (TSB2)"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At4g29840	mips_01_01_01	"threonine synthase"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
	at_At4g33150	mips_01_01	"lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
			mips_01_01_01
	at_At5g17530 -	mips_02	"phosphoglucomutase-like protein"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_40_16
	at_At5g23010	mips_01_01	"2-isopropylmalate synthase-like; homocitrate synthase-like"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_03
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_02_01
	at_At5g23020	mips_01_01	"2-isopropylmalate synthase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_03
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_01_07
			mips_63_21
			mips_63_21_15
	at_At5g50950	mips_01_01_01_07	"fumarate hydratase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_02_10
	at_At5g60160 -	mips_05	"aspartyl aminopeptidase - like protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_99
			mips_40_25
	at_At5g63890	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	at_At5g64440	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_99
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_05
			mips_05_10
			mips_05_99
			mips_40_03
			mips_40_16
	at_At5g14060	mips_01_01_01_07	"lysine-sensitive aspartate kinase (gb|AAB63104.1)"
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	Propertest Accuracy: 20/35 (57.14%)
	Propertest Frequency class 'mips_01_01': 303/4472 (6.78%)

	New (unknown) data (2658 items):
	at_At1g20410 -	no entry	null
	at_At1g27410 -	no entry	null
	at_At1g48420 -	no entry	null
	at_At1g52160 -	no entry	null
	at_At1g04620 -	no entry	null
	at_At2g39670 -	no entry	null
	at_At3g16260 -	no entry	null
	at_At3g19630 -	mips_99	"unknown protein"
	at_At4g09520 -	no entry	null
	at_At1g12420 -	no entry	null
	at_At4g38220 -	no entry	null
	at_At5g02080 -	no entry	null
	at_At5g08410 -	no entry	null
	at_At1g61010 -	no entry	null
	at_At5g12080 -	no entry	null
	at_At5g19150 -	no entry	null
	at_At1g26090 -	no entry	null
	at_At1g12350 -	no entry	null
	at_At1g60230 -	no entry	null
	at_At2g33840 -	no entry	null
	at_At3g04820 -	no entry	null
	at_At3g02020 -	no entry	null
	at_At5g43600 -	no entry	null
	at_At5g53750 -	no entry	null


------------------
Rule 6195
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,54204.0-74022.0),species(_2,bacillus_subtilis) = 0
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,tigrfams),desc(_2,homolog) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mollusca),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,54204.0-74022.0),classification(_2,sus) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,dna_binding) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),keyword(_2,phosphorylation) = 0
	->  class mips_01_01 "amino acid metabolism"

	Evaluation on training data (5270 items):
	at_At1g17650	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At1g19540 -	mips_02_01	"2'-hydroxyisoflavone reductase, putative"
			mips_11_99
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At1g24470	mips_01_01_01_11	"putative b-keto acyl reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g25460 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g26570 -	mips_01_05_01_03_02	"UDP-glucose dehydrogenase like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At1g30620 -	mips_01_03	"UDP-galactose 4-epimerase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
	at_At1g31230	mips_01_01	"putative aspartate kinase-homoserine dehydrogenase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At1g32100 -	mips_01_05_01_01_01	"pinoresinol-lariciresinol reductase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g03630	mips_01_01	"protochlorophyllide reductase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_At1g36580	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g47290 -	mips_01	"3-beta-hydroxysteroid dehydrogenase, putative"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_40_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_05
	at_At1g54870	mips_01	"putative protein (At1g54870)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_16
	at_At1g55510	mips_01_01	"branched-chain alpha-keto acid decarboxylase E1 beta subunit"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
			mips_02_01
			mips_02_10
			mips_40_16
	at_At1g59900	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_16
	at_At1g62180	mips_01_01_01_11	"putative adenosine-5'-phosphosulfate reductase"
			mips_01_01_01_11_03
			mips_01_02_01
	at_At1g62610	mips_01_01	"similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g63180 -	mips_01_03	"uridine diphosphate glucose epimerase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g63380	mips_01_01_01_11	"reductase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At1g64190 -	mips_02_07	"6-phosphogluconate dehydrogenase, putative"
			mips_02_07_01
	at_At1g64440 -	mips_01_03	"UDP-galactose 4-epimerase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g66130 -	mips_01_05_04	"hypothetical protein"
			mips_01_06_01_01
	at_At1g71170	mips_01_01	"dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_40_16
	at_At1g73250 -	mips_01_05_01_01_01	"GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g75280 -	mips_01_03	"putative NADPH oxidoreductase"
			mips_01_05_01_01_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g06820 -	mips_01_03_04	"unknown protein"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_30_26
			mips_30_26_03
			mips_67_15
	at_At1g80820 -	mips_01_03	"cinnamoyl CoA reductase like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g45310 -	mips_01_05_99	"putative nucleotide sugar epimerase"
			mips_02_01
	at_At4g34200	mips_01_01_01	"Phosphoglycerate dehydrogenase - like protein"
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_15
	at_At2g02400 -	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g07440	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g07450	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g20360 -	mips_01_06_01_07	"putative NADH-ubiquinone oxireductase"
			mips_01_06_01_07_11
			mips_02_11_05
			mips_30_16
	at_At2g21280 -	mips_01_03	"unknown protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_03_03_03
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g22780 -	mips_01_05_01_03	"putative glyoxysomal malate dehydrogenase precursor"
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At1g09340 -	mips_01_05_01_01_01	"putative RNA-binding protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09420 -	mips_01_03	"putative Glucose-6-phosphate dehydrogenase (F14J9.8)"
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11_07
	at_At2g29280	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29300	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29310	mips_01_01_10_05	"putative tropinone reductase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29320	mips_01_01_01_11	"tropinone reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At2g29360	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
			mips_67_15
	at_At2g33600 -	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34460 -	mips_01_05_01_03_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g37540	mips_01_01_01_11	"putative oxidoreductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At2g43420 -	mips_01_05_01_01_01	"putative sterol dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At2g44040	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At2g46210 -	mips_01_06_99	"putative fatty acid desaturase/cytochrome b5 fusion protein"
	at_At2g47120	mips_01_01_01_11	"putative alcohol dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At2g47130	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At2g47140	mips_01_01_01	"alcohol dehydrogenase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g47150	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At3g07690 -	mips_01_05_01_01_01	"putative glycerol-3-phosphate dehydrogenase"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g12790	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_40_16
	at_At3g13450	mips_01_01_10	"branched chain alpha-keto acid dehydrogenase E1 beta subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At3g14790 -	mips_01_05_01_03_01	"dTDP-glucose 4,6-dehydratase, putative"
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g15020 -	mips_01_05_01_03	"mitochondrial NAD-dependent malate dehydrogenase, putative"
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_40_10_99
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_99
	at_At3g15290 -	mips_01_05_01_05	"putative 3-hydroxybutyryl-CoA dehydrogenase"
			mips_01_05_01_05_07
			mips_02_25
	at_At3g23820 -	mips_01_05_01_01_01	"NAD dependent epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At3g25530	mips_01_01_01_15	"putative protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At3g26770	mips_01_01_01_11	"short chain alcohol dehydrogenase like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At3g27300 -	mips_01_03	"glucose-6-phosphate 1-dehydrogenase, putative"
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
	at_At3g29360 -	mips_01_05_01_03_02	"UDP-glucose dehydrogenase, putative"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g46440 -	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratases-like protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g47350	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g47360	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At3g47520 -	mips_02	"chloroplast NAD-dependent malate dehydrogenase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_40_03
			mips_40_10_99
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At3g51160 -	mips_01_05_01_03_02	"GDP-D-mannose-4,6-dehydratase (MUR1)"
			mips_01_05_99
			mips_02_01
	at_At3g51680	mips_01_01_01_11	"short-chain alcohol dehydrogenase-like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g58610	mips_01_01	"ketol-acid reductoisomerase"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_40_16
	at_At3g59710	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_05
			mips_01_20_50
	at_At3g59890	mips_01_01_01_07	"putative protein"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At3g60420 -	mips_02_01	"unknown protein"
			mips_02_19
	at_At4g00110 -	mips_01_05_01_01_01	"putative nucleotide sugar epimerase"
			mips_01_05_99
			mips_02_01
	at_At4g00560 -	mips_01_05_01_01_01	"putative dTDP-6-deoxy-L-mannose-dehydrogenase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g04610	mips_01_01_01_11	"5'-adenylylsulfate reductase"
			mips_01_01_01_11_03
			mips_01_02_01
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g09670 -	mips_01_05_01_01_01	"AX110P like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_99
			mips_01_05_01_03_01
			mips_01_05_01_03_09
			mips_01_05_01_03_99
			mips_01_06_01_01
			mips_11_07_03
			mips_47_03_11
			mips_47_03_11_05
			mips_63_13
			mips_63_13_99
	at_At4g09750 -	mips_01_05_01_01_09	"putative protein"
			mips_01_05_01_01_11
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g10020	mips_01_01	"putative oxidoreductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g12130 -	mips_40_16	"putative protein"
	at_At4g13180	mips_01_01_10_05	"short-chain alcohol dehydrogenase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At4g13250	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At4g13940	mips_01_01	"adenosylhomocysteinase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_07
			mips_01_07_01
			mips_01_20_23
			mips_45
			mips_45_03
			mips_45_03_09
	at_At4g17370 -	mips_01_05_01_03_09	"putative protein"
			mips_01_06_01_01
			mips_01_20_15
			mips_01_20_15_99
	at_At4g20460 -	mips_01_05_01_01_01	"UDP-glucose 4-epimerase - like protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g23420	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_67_15
	at_At4g23920 -	mips_01_03	"UDPglucose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_01
			mips_30_01
	at_At4g30470 -	mips_01_05_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_10_03
	at_At4g33030 -	mips_01_05_01_01	"sulfolipid biosynthesis protein SQD1"
			mips_01_05_01_01_01
			mips_01_06_99
			mips_02_01
			mips_06_13_04
			mips_30_02
	at_At4g33360 -	mips_01_06_01	"putative dihydrokaempferol 4-reductase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_07
			mips_40_10_03
	at_At4g34540 -	mips_01_03	"isoflavone reductase - like protein"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At4g35420 -	mips_01_05_01_01_01	"putative protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_40_10_03
	at_At4g38540	mips_01_01_10	"monooxygenase 2 (MO2)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_20_33
	at_At4g39230 -	mips_01_05_01_01_01	"NAD(P)H oxidoreductase, isoflavone reductase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_01
			mips_11_99
	at_At1g12780 -	mips_01_05_01_03	"uridine diphosphate glucose epimerase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g01330	mips_01_01_01_15	"pyruvate decarboxylase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g10050	mips_01_01_01_11	"putative protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At5g11770 -	mips_67_15	"NADH dehydrogenase (ubiquinone)"
	at_At5g13110 -	mips_01_03	"glucose-6-phosphate 1-dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g14700	mips_01_01_01_11	"cinnamoyl CoA reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_02
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At5g17380	mips_01_01_01_15	"2-hydroxyphytanoyl-CoA lyase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_05_01_01_01
			mips_01_06_04
			mips_02_10
			mips_02_16
			mips_02_16_01
			mips_40_19
			mips_40_26
			mips_40_26_03
			mips_63_17_07
			mips_63_21
			mips_63_21_05
			mips_63_21_11
	at_At5g18210	mips_01_01	"Brn1-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At5g19440 -	mips_01_03	"cinnamyl-alcohol dehydrogenase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g28840 -	mips_01_05_01_01	"GDP-mannose 3,5-epimerase"
			mips_01_05_01_01_01
			mips_02_01
			mips_40_10_03
	at_At5g39320 -	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g41670 -	mips_01_07	"6-phosphogluconate dehydrogenase"
			mips_02_07
			mips_02_07_01
			mips_67_15
	at_At5g43330	mips_01_01	"cytosolic malate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_01
			mips_02_01_01
			mips_02_16
			mips_02_16_03
			mips_40_10_99
			mips_40_16
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g50130	mips_01_01	"ribitol dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_01
			mips_14_01_01
			mips_67_15
	at_At5g50600	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50690	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50770	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51030	mips_01_01_01_11	"carbonyl reductase-like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At5g54960	mips_01_01_01	"pyruvate decarboxylase (gb|AAB16855.1)"
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g55900 -	mips_01_05_01_01	"sucrose cleavage protein-like"
			mips_01_05_01_01_01
	at_At5g56720	mips_01_01_01_15	"cytosolic malate dehydrogenase"
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At5g58330	mips_01_01	"NADP-dependent malate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At5g59290 -	mips_01_03	"dTDP-glucose 4-6-dehydratase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g63290 -	mips_01	"oxygen-independent coproporphyrinogen-like protein"
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_06
			mips_40_10
			mips_63_17_09
	at_At5g65750 -	mips_01_05	"2-oxoglutarate dehydrogenase, E1 component"
			mips_01_05_01_01
			mips_02_10
			mips_14_04
			mips_25_05
	at_At5g02540	mips_01_01_01_11	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At5g04140	mips_01_01_01_01	"ferredoxin-dependent glutamate synthase"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_02
			mips_01_02_01
			mips_02_13
			mips_40_19
	at_At5g08530 -	mips_02_11_05	"NADH dehydrogenase"
	at_At5g15490 -	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g40760 -	mips_01_03	"glucose-6-phosphate dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
			mips_11_01
			mips_11_07
			mips_40_03
	at_At1g01090	mips_01	"pyruvate dehydrogenase E1 alpha subunit"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_06
			mips_06_10
			mips_40
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63
			mips_63_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67
			mips_67_15
	at_At2g29160	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
	at_At2g29170	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	Training Accuracy: 65/130 (50.00%)
	Training Frequency class 'mips_01_01': 329/5270 (6.24%)

	Evaluation on validation data (2658 items):
	at_At1g24360	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g02000 -	mips_01_05_01_01_01	"nucleotide sugar epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At1g52340	mips_01_01_01_11	"short chain alcohol dehydrogenase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g60990	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_04
			mips_01_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At1g63000 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
	at_At1g75290 -	mips_01_03	"NADPH oxidoreductase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g75300 -	mips_01_03	"NADPH oxidoreductase, putative"
			mips_01_05_01_01_01
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g08200 -	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g15710	mips_01_01_01_15	"arogenate dehydrogenase isoform 2"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At1g15950 -	mips_01_05_01_03_01	"unknown protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g17740	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g53500 -	mips_01_03	"dTDP-D-glucose 4,6-dehydratase, putative"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g11860	mips_01_01_01_11	"aminomethyltransferase-like precursor protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10_05
			mips_01_01_10_05_04
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At2g26260 -	mips_01_05_01_01_01	"3-beta-hydroxysteroid dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_47_03_15
			mips_47_03_15_05
	at_At2g28760 -	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g29340	mips_01_01_10_05	"tropinone reductase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
			mips_67_15
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g33630 -	mips_01_05	"putative steroid dehydrogenase"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At2g40690 -	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase like protein"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_47_03_11
			mips_47_03_11_07
	at_At2g45400 -	mips_01_05_01_01	"putative flavonol reductase"
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_40_10
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g24190 -	mips_01_20_05	"putative carbonyl reductase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At2g24580	mips_01_01_01_11	"putative sarcosine oxidase"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_05
			mips_01_01_10_05
			mips_40_19
			mips_43
			mips_43_03
			mips_43_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At2g34850 -	mips_01_03	"putative UDP-galactose-4-epimerase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g55310	mips_01_01_01_11	"beta-ketoacyl-ACP reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At3g26760	mips_01_01	"putative short chain alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g29250	mips_01_01	"short-chain alcohol dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g30775	mips_01_01_01	"proline oxidase, mitochondrial precursor (osmotic stress-induced proline dehydrogenase), 5' partial"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_04
			mips_01_01_10_01
			mips_01_01_10_01_01
			mips_63_11
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
			mips_98
	at_At3g10920 -	mips_11	"putative [Mn] superoxide dismutase"
			mips_11_01
			mips_11_01_01
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_13
			mips_13_11
			mips_40_16
			mips_63
			mips_63_17
			mips_63_17_09
	at_At3g44540	mips_01_01_01	"acyl CoA reductase - protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g44560	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06
			mips_01_06_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At4g03140	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g10960 -	mips_01_03	"UDP-galactose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g11410	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_01
			mips_14_01_01
			mips_14_05
			mips_67_15
	at_At4g12250 -	mips_01_03	"nucleotide sugar epimerase -like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g15560 -	mips_01_06_01_07	"DEF (CLA1) protein"
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At4g17260 -	mips_01_05_01_01_03	"lactate dehydrogenase (LDH1)"
			mips_02_01
			mips_02_01_01
			mips_02_16
			mips_02_16_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At4g19710	mips_01_01_01_07	"aspartate kinase-homoserine dehydrogenase - like protein"
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At4g20760	mips_01_01	"cell-cell signaling protein csgA - like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At4g23430	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g25100 -	mips_11_01_01	"superoxide dismutase (EC 1.15.1.1) (Fe)"
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At4g27440	mips_01_01_01	"protochlorophyllide reductase precursor"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_26
			mips_30_26_03
	at_At4g29120	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At4g33790 -	mips_01_06_01_05	"male sterility 2-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g04900	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g06060	mips_01_01_10_05	"short chain alcohol dehydrogenase-like"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g09660 -	mips_01_05_01_03	"microbody NAD-dependent malate dehydrogenase"
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_40_10_99
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g19200	mips_01_01_01_11	"FVT1 - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_27
	at_At5g35790 -	mips_02_07	"glucose-6-phosphate dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g38710	mips_01_01_01_01	"proline oxidase, mitochondrial precursor -like protein"
			mips_01_01_01_01_02
			mips_01_01_04
			mips_01_01_10
			mips_01_01_10_01
			mips_63_17_01
	at_At5g42800 -	mips_01_05_01_01_01	"dihydroflavonol 4-reductase"
			mips_01_05_01_03_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g50700	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g52810	mips_01_01_01_01	"unknown protein"
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At5g53090	mips_01_01_01	"protochlorophyllide reductase; oxidoreductase required for shoot apex development"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g02240 -	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
	Validation Accuracy: 29/54 (53.70%)
	Validation Frequency class 'mips_01_01': 175/2658 (6.58%)

	Evaluation on propertest data (4472 items):
	at_At1g21400	mips_01_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At1g24180 -	mips_01_20_03	"pyruvate dehydrogenase E1 alpha subunit"
			mips_02_08
	at_At1g30120	mips_01_01_10_04	"unknown protein"
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At1g32220 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	at_At1g50450 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_34
	at_At1g04410	mips_01_01	"malate dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_01
			mips_02_01_01
			mips_02_16
			mips_02_16_03
			mips_40_16
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_99
	at_At1g53240 -	mips_02_01	"similar to mitochondrial NAD-dependent malate dehydrogenase"
			mips_02_16
			mips_02_16_03
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At1g61720 -	mips_01	"putative protein"
			mips_01_03
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30
			mips_30_01
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g64590	mips_01_01_10_05	"oxidoreductase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At1g66800 -	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_04
			mips_04_05_01_04
			mips_30
			mips_40
			mips_40_10
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g67730	mips_01_01_01_11	"b-keto acyl reductase (glossy8)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g06350 -	mips_01_06_01	"hypothetical protein"
			mips_40_07
			mips_63_17
			mips_63_17_09
	at_At1g78570 -	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09480 -	mips_01_05_01_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09490 -	mips_01_05_01_03_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09500 -	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09510 -	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09940	mips_01_01	"putative glutamyl-tRNA reductase 2 precursor"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_30_34
			mips_30_34_07
			mips_40_16
	at_At1g10310	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g01800 -	mips_01_20_05	"putative short-chain dehydrogenase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At1g17890 -	mips_02_01	"GDP-L-fucose synthetase like protein"
	at_At1g17990 -	mips_02_11	"hypothetical protein"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At1g18020 -	mips_02_11	"hypothetical protein"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At1g68540 -	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g76470 -	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g79870	mips_01_01_01_11_01	"putative D-isomer specific 2-hydroxyacid dehydrogenase"
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At2g05990	mips_01_01_01	"enoyl-ACP reductase (ENR1)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At2g07640	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g23910 -	mips_01_05_01_03_02	"cinnamoyl CoA reductase like protein"
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
	at_At2g27860 -	mips_01_05_01_01_01	"putative dTDP-glucose 4-6-dehydratase"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29330	mips_01	"putative tropinone reductase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
			mips_98
	at_At2g29350	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_19
			mips_67_15
	at_At2g30670	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
	at_At2g31250	mips_01_01	"putative glutamyl tRNA reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At2g33590 -	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34590	mips_01_01_10	"putative pyruvate dehydrogenase E1 beta subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At2g41540 -	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At2g45290 -	mips_01_06_01_07	"putative transketolase precursor"
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At2g47650 -	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At3g03330	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40
			mips_40_16
	at_At3g03980	mips_01_01_01	"putative short-chain type dehydrogenase/reductase"
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67
			mips_67_15
	at_At3g04000	mips_01_01_01_11	"short-chain type dehydrogenase/reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g05260	mips_01_01	"putative glucose and ribitol dehydrogenase homolog"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
	at_At3g06060	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g11980	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g19480	mips_01_01	"phosphoglycerate dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_01
			mips_02_07
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67
			mips_67_15
	at_At3g21500 -	mips_01_05	"1-D-deoxyxylulose 5-phosphate synthase, putative"
			mips_01_06_01_07
			mips_02_07
			mips_02_19
			mips_02_30
			mips_25_05
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At3g29260	mips_01_01_10_05	"short-chain alcohol dehydrogenase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g42960	mips_01_01_01_11	"alcohol dehydrogenase (ATA1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g44550	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01
	at_At3g50560	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_19
			mips_67
			mips_67_15
	at_At3g53520 -	mips_01_05_01_01	"UDP-glucuronic acid decarboxylase (UXS1)"
			mips_01_05_99
	at_At3g56350 -	mips_11_01_01	"manganese superoxide dismutase-like protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_63_17
			mips_63_17_09
	at_At3g56700 -	mips_01_06_01_05	"putative protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g60750	mips_01_01_01	"transketolase - like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At3g61220 -	mips_01_20_05	"putative protein"
			mips_01_20_05_09
			mips_11_07_07
	at_At3g01010 -	mips_01_05_01_03	"putative UDP-glucose 6-dehydrogenase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
			mips_67_15
	at_At3g02360 -	mips_02_07	"unknown protein"
			mips_02_07_01
	at_At3g09940 -	mips_01_07	"putative monodehydroascorbate reductase (NADH)"
			mips_02_08
			mips_67
			mips_67_15
	at_At3g23810	mips_01_01_01_07	"S-adenosyl-L-homocysteinas, putative"
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_45_03_09
	at_At3g55410 -	mips_01_05_01_01_01	"2-oxoglutarate dehydrogenase, E1 subunit - like protein"
			mips_02_10
	at_At3g62830 -	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratase homolog D18"
			mips_01_05_99
			mips_02_01
			mips_40_10_03
	at_At4g13660 -	mips_01_20_35	"isoflavone reductase-like protein"
			mips_01_20_35_01
			mips_11_99
	at_At4g24050 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g27250 -	mips_01_05_01_03_02	"putative protein"
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
	at_At4g27760	mips_01_01_01_11	"forever young gene (FEY) (fragment)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
	at_At4g28220 -	mips_02_08	"putative NADH dehydrogenase"
			mips_02_11
			mips_02_13
			mips_67_15
	at_At4g35250 -	mips_01_05_01_01_01	"putative protein"
			mips_02_01
			mips_40_26
			mips_40_26_03
	at_At4g36390 -	mips_01_07	"putative protein"
			mips_01_07_01
	at_At4g02580 -	mips_01_06_01_07	"predicted NADH dehydrogenase 24 kD subunit"
			mips_01_06_01_07_15
			mips_01_06_10
			mips_02_11_05
			mips_02_11_07
			mips_02_13
			mips_02_13_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At4g30440 -	mips_01_05_01_01_01	"nucleotide sugar epimerase-like protein"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At5g08740 -	mips_02_13	"NADH dehydrogenase-like protein"
			mips_13_01
			mips_40_26
			mips_40_26_03
	at_At5g10730 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_47_03_15
			mips_47_03_15_05
	at_At5g11380 -	mips_02	"1-D-deoxyxylulose 5-phosphate synthase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_30
			mips_30_01
			mips_40_03
			mips_63_17
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At5g15940	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_19
	at_At5g22500 -	mips_01_06_01_05	"male sterility 2-like protein (emb|CAA68191.1)"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g23310 -	mips_11_01_01	"iron superoxide dismutase 3 (gb|AAC24834.1)"
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
	at_At5g34780	mips_01_01_01	"3-methyl-2-oxobutanoate dehydrogenase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_40_16
	at_At5g34930	mips_01_01	"arogenate dehydrogenase"
			mips_01_01_01
	at_At5g40610 -	mips_01_05_01_01_01	"dihydroxyacetone 3-phosphate reductase (dhaprd)"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g44480 -	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g50590	mips_01_01	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At5g50850	mips_01_01_10	"pyruvate dehydrogenase E1 component beta subunit, mitochondrial precursor (PDHE1-B) (sp|Q38799)"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At5g51100 -	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_13_11
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_16
			mips_63_17
			mips_63_17_09
	at_At5g52100	mips_01_01_01_07	"dihydrodipicolinate reductase-like protein"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At5g53100	mips_01_01_10_05	"protochlorophyllide reductase; oxidoreductase required for shoot apex development"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At5g54080	mips_01_01	"homogentisate 1,2-dioxygenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
	at_At5g58490 -	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g66280 -	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	at_At5g01320	mips_01_01	"pyruvate decarboxylase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
	at_At5g03430	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_03_01_01
			mips_03_01_01_01
	at_At5g04120 -	mips_01_05_04	"phosphoglycerate mutase - like protein"
			mips_02_01
			mips_02_01_03
			mips_47_03_15
			mips_47_03_15_07
	at_At5g21060	mips_01_01_01	"homoserine dehydrogenase-like protein"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_04
	at_At5g22420 -	mips_01_06_01_05	"acyl CoA reductase-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g54190 -	mips_01_05_01_01_01	"NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
			mips_01_06_01_05
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_At5g61830 -	mips_01_20_05	"carbonyl reductase - like protein"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	Propertest Accuracy: 41/97 (42.27%)
	Propertest Frequency class 'mips_01_01': 303/4472 (6.78%)

	New (unknown) data (2658 items):
	at_At2g31360 -	no entry	null
	at_At3g20790 -	no entry	null
	at_At4g04930 -	no entry	null
	at_At4g30720 -	no entry	null
	at_At5g38430 -	no entry	null
	at_At5g04070 -	no entry	null
	at_At1g19690 -	no entry	null
	at_At1g06090 -	no entry	null
	at_At3g23500 -	no entry	null
	at_At4g31530 -	no entry	null
	at_At5g39410 -	no entry	null
	at_At1g67090 -	no entry	null
	at_At3g01980 -	no entry	null
	at_At4g18810 -	no entry	null
	at_At5g38410 -	no entry	null
	at_At5g38420 -	no entry	null


------------------
Rule 5994
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,echinidae) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	->  class mips_01_01 "amino acid metabolism"

	Evaluation on training data (5270 items):
	at_At1g13440 -	mips_02_01	"putative protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g14130 -	mips_01_20_17_07	"dioxygenase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g14810	mips_01_01	"aspartate-semialdehyde dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At1g15140 -	mips_01	"Unknown protein (At1g15140; F9L1.8)"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_13
			mips_06
			mips_40
			mips_67
			mips_67_15
	at_At1g17010 -	mips_01_20	"SRG1-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g17420 -	mips_01_06_10	"lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g30040 -	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g31120 -	mips_67_04_01	"putative potassium transporter"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g03400	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g31680 -	mips_01_20_17	"putative protein"
			mips_01_20_17_03
	at_At1g37130	mips_01_01_01_07	"nitrate reductase (At1g37130)"
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_30_27
			mips_30_27_01
	at_At1g42970 -	mips_02	"putative glyceraldehyde-3-phosphate dehydrogenase (At1g42970)"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_02_01_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_40_32
			mips_43
			mips_43_03
			mips_43_03_02
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g44090 -	mips_01_20_17	"gibberelin 20-oxidase, putative"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g47630 -	mips_01_06_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g47990 -	mips_01_20_17_07	"dioxygenase, putative"
			mips_20_20
			mips_20_20_18
	at_At1g52790	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g60980	mips_01_01_99	"putative gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g62380	mips_01_01	"Unknown protein (F24O1.10)"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g62810	mips_01_01_10	"amine oxidase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17_09
			mips_67_15
	at_At1g62960	mips_01_01_01	"1-aminocyclopropane-1-carboxylate synthase, putative"
			mips_01_01_10_03
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g70580	mips_01_01_01_01	"putative alanine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g71695 -	mips_01_20_35	"peroxidase ATP4a"
			mips_01_20_35_01
	at_At1g06620	mips_01_01_99	"oxidoreductase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g77670	mips_01_01	"putative aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
			mips_01_20_50
			mips_63_11
	at_At1g77760	mips_01_01	"nitrate reductase 1 (NR1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_02
			mips_02_11
			mips_30
			mips_30_27
			mips_30_27_01
			mips_40_16
	at_At1g79530 -	mips_02_01	"putative protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g80330 -	mips_01_20_13	"putative gibberellin 3 beta-hydroxylase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g80340 -	mips_01_20	"gibberellin 3 beta-hydroxylase"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At4g12290	mips_01_01	"copper amine oxidase -like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At2g02000	mips_01_01_01_11	"putative glutamate decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05_01
	at_At2g02010	mips_01_01_01_11	"putative glutamate decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_At2g13360	mips_01_01_01_07	"alanine-glyoxylate aminotransferase"
			mips_01_01_01_07_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_04_03
			mips_04_03_03
			mips_40_19
	at_At2g18140 -	mips_11	"putative peroxidase"
			mips_11_05
			mips_11_07
	at_At2g19940	mips_01_01	"putative N-acetyl-gamma-glutamyl-phosphate reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At1g08830 -	mips_01_07	"superoxidase dismutase"
			mips_01_07_10
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_17
			mips_63_17_09
			mips_67_04
	at_At2g25450	mips_01_01	"putative dioxygenase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At2g34550 -	mips_01_20_17_07	"putative gibberellin 2-oxidase"
			mips_20_20
			mips_20_20_18
	at_At2g35650 -	mips_01_05_01_03	"glucosyltransferase like protein"
			mips_01_05_01_03_02
			mips_30_27
			mips_30_27_01
	at_At2g42490 -	mips_01_02	"putative copper amine oxidase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At2g44800	mips_01_01_99	"putative flavonol synthase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g09640	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
	at_At3g12900	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g22400 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
	at_At3g26650 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A subunit (GapA)"
			mips_02_01_01
	at_At3g28200 -	mips_01_20_35_01	"peroxidase like protein"
	at_At3g43670	mips_01_01	"amine oxidase -like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At3g43820 -	mips_01_20_17	"putative protein"
			mips_01_20_17_03
	at_At3g46490	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At3g46500 -	mips_01_20_17_07	"putative protein"
	at_At3g48730	mips_01_01_99	"glutamate-1-semialdehyde aminotransferase"
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_99
			mips_40_26
			mips_40_26_03
	at_At3g48790 -	mips_01_07_01	"serine palmitoyltransferase-like protein"
			mips_30_02
	at_At3g49620 -	mips_01_20_17_07	"2-oxoacid-dependent oxidase (din11)"
			mips_01_20_35_01_05
	at_At3g50210 -	mips_01_20_17_07	"flavonol synthase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g50990 -	mips_11_07_99	"peroxidase-like protein"
	at_At3g60290	mips_01_01_99	"SRG1 - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g12010 -	mips_01_20_17_07	"putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g62130	mips_01_01_01_11	"unknown protein"
			mips_01_01_10_05
			mips_01_02
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_At4g03050 -	mips_01_20_17_07	"2-oxoglutarate-dependent dioxygenase (AOP3)"
			mips_20_20
			mips_20_20_18
	at_At4g03060 -	mips_01_20	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At4g09010 -	mips_01_20	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_05
			mips_11_07
	at_At4g10490 -	mips_01_20_17	"putative flavanone 3-beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g10500 -	mips_01_20_17_07	"putative Fe(II)/ascorbate oxidase"
			mips_01_20_35_01
	at_At4g13890	mips_01_01_01_11	"glycine hydroxymethyltransferase - like protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03_01
			mips_01_06_10
	at_At4g13930	mips_01_01_10_05	"hydroxymethyltransferase"
			mips_01_03_01
			mips_01_05
			mips_01_06_10
			mips_02_13
	at_At4g14940	mips_01_01_10	"amine oxidase like protein"
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
	at_At4g16270 -	mips_11_07	"peroxidase like protein"
	at_At4g16760 -	mips_01_06_04	"acyl-CoA oxidase like protein"
			mips_40_19
	at_At4g16770	mips_01_01_99	"gibberellin oxidase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_14
			mips_14_01_05
			mips_20_20
			mips_20_20_18
	at_At4g17690 -	mips_01_20_35	"peroxidase like protein"
			mips_01_20_35_01
			mips_11_07
	at_At4g21200	mips_01_01_99	"gibberellin 20-oxidase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g23340	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25310	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g26010 -	mips_11	"peroxidase like protein"
			mips_11_05
			mips_11_07
	at_At4g28680	mips_01_01_99	"aromatic amino-acid decarboxylase - like protein"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05
	at_At4g30210 -	mips_01	"NADPH-ferrihemoprotein reductase (ATR2)"
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_01
			mips_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_63
			mips_63_01
			mips_63_17
			mips_63_17_01
			mips_67
			mips_67_15
			mips_98
	at_At4g32360	mips_01_01	"MFDR (AtMFDR)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_11
			mips_02_11_05
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g35000	mips_01_01_99	"L-ascorbate peroxidase"
			mips_11_07_03
	at_At4g37930	mips_01_01	"glycine hydroxymethyltransferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_06
			mips_01_06_10
			mips_40_16
	at_At5g14800	mips_01_01	"pyrroline-5-carboxylate reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_10
			mips_01_01_10_01
			mips_63_21
			mips_63_21_07
	at_At5g15180 -	mips_11	"prx10 peroxidase - like protein"
			mips_11_05
			mips_11_07
			mips_11_07_99
	at_At5g17330	mips_01_01_10_01	"glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
			mips_01_01_10_01_04
			mips_01_06_04
	at_At5g17770 -	mips_01_06_01	"NADH-cytochrome b5 reductase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_11
			mips_40_07
			mips_67_04
			mips_67_15
	at_At5g20080 -	mips_01_06_01_05	"cytochrome-b5 reductase - like protein"
			mips_02_13
			mips_11_01_01
			mips_48
			mips_63_21
			mips_63_21_01
			mips_63_21_05
			mips_63_21_07
	at_At5g20400 -	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g24070 -	mips_11	"peroxidase-like protein"
			mips_11_05
			mips_11_07
			mips_98
	at_At5g24530 -	mips_01_20_17	"flavanone 3-hydroxylase-like protein"
			mips_01_20_17_07
	at_At5g26600	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_At5g36160	mips_01_01	"tyrosine aminotransferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At5g39580 -	mips_11	"peroxidase ATP24a"
			mips_11_05
			mips_11_07
			mips_98
	at_At5g43450	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g47000 -	mips_01_20_35	"peroxidase"
			mips_01_20_35_01
	at_At5g51060 -	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_02_11
			mips_11_05_03
			mips_11_07_07
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_15
	at_At5g51890 -	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g53970	mips_01_01	"tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At5g54000 -	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g58390 -	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g58660	mips_01	"putative protein"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g59540	mips_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g63580	mips_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g63590	mips_01_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g63600 -	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g66190	mips_01_01_10	"ferredoxin-NADP+ reductase"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_At5g66390 -	mips_11_07	"peroxidase (emb|CAA66964.1)"
	at_At1g15540	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g07200	mips_01_01_99	"gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g07480 -	mips_01_20_17	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g12900 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A, cholorplast precursor, putative"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At5g04620	mips_01_01	"8-amino-7-oxononanoate synthase - like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_07
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20_37
			mips_25_05_25
			mips_30_02
			mips_40_07
	at_At5g08640 -	mips_01_20_17	"flavonol synthase (FLS) (sp|Q96330)"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g60010 -	mips_11_07_07	"respiratory burst oxidase protein - like"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At1g01480	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACC2)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	Training Accuracy: 52/111 (46.85%)
	Training Frequency class 'mips_01_01': 329/5270 (6.24%)

	Evaluation on validation data (2658 items):
	at_At1g27980	mips_01_01_01_01	"putative protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_06_04
	at_At1g02400	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g30510	mips_01_01_10_01	"ferrodoxin NADP oxidoreductase - like protein"
			mips_01_01_10_01_03
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45_03_12
			mips_45_03_12_02
			mips_67_15
	at_At1g31710	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_11_01
			mips_13_07
			mips_13_11
			mips_40_02
			mips_40_19
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g52810 -	mips_01_20	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g64060 -	mips_11_07_07	"cytochrome b245 beta chain homolog RbohAp108"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At1g67560 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g72520 -	mips_01_06_10	"putative lipoxygenase"
			mips_25_05_09
			mips_47_03_13
	at_At1g77330	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g06640	mips_01_01	"putative Iron/Ascorbate oxidoreductase family protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g09090 -	mips_01_20_35	"putative respiratory burst oxidase protein B"
			mips_01_20_35_02
			mips_11_05_03
			mips_11_07
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_21
			mips_63_21_05
			mips_63_21_99
	at_At1g15550 -	mips_01_20_13	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g17020 -	mips_01_20_17	"SRG1-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g65960	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_At1g12520 -	mips_01_07_10	"putative Cu/Zn superoxide dismutase copper chaperone"
			mips_06_99
			mips_11_07_07
			mips_11_07_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_13
	at_At2g13810	mips_01_01_01_07	"putative aspartate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At2g17630	mips_01_01	"putative phosphoserine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At2g19590 -	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g20610	mips_01_01	"putative tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_50
			mips_11_07
			mips_11_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_63_11
	at_At2g28190 -	mips_11_01_01	"putative copper/zinc superoxide dismutase"
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g41480 -	mips_11_05	"putative peroxidase"
			mips_11_07
	at_At2g24850	mips_01_01	"putative tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_63_21
			mips_63_21_17
	at_At3g57050	mips_01_01_01_07	"putative cystathionine beta-lyase (CBL) precursor protein"
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
	at_At3g17760	mips_01_01_01_01	"glutamate decarboxylase, putative"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_03_01_05
			mips_03_01_05_01
			mips_13_03
			mips_13_03_01
	at_At3g19010 -	mips_01_20_17_07	"oxidase like protein"
	at_At3g21770 -	mips_11_07_99	"putative peroxidase"
	at_At3g22200	mips_01_01	"aminotransferase like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07
			mips_01_07_01
			mips_01_20_17
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At3g23520	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_01
	at_At4g08390	mips_01_01_99	"stromal ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g11280	mips_01_01_01_07	"ACC synthase (AtACS-6)"
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g12280 -	mips_01_02	"copper amine oxidase like protein (fragment2)"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At4g21690 -	mips_01_20_13	"gibberellin 3 beta-hydroxylase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25300	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At4g31760 -	mips_11_07	"peroxidase - like protein"
	at_At4g32320	mips_01_01_99	"L-ascorbate peroxidase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g33010	mips_01_01_01_11	"P-Protein - like protein"
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At4g35630	mips_01_01_01_11	"phosphoserine aminotransferase"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At4g36480	mips_01_01_01_07	"serine palmitoyltransferase (AtLCB1)"
			mips_01_07_01
	at_At5g06720 -	mips_11_05	"peroxidase (emb|CAA68212.1)"
			mips_11_07
	at_At5g07390 -	mips_02	"respiratory burst oxidase protein A"
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_14_01
			mips_14_01_03
			mips_20
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At5g20550 -	mips_01_20_17_07	"ethylene-forming-enzyme-like dioxygenase - like"
	at_At5g22410 -	mips_11_07	"peroxidase ATP14a homolog"
			mips_11_07_99
	at_At5g26780	mips_01_01	"glycine hydroxymethyltransferase - like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_05
			mips_01_06
			mips_01_06_10
			mips_40_03
			mips_40_16
	at_At5g47910 -	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At5g51310 -	mips_01_20_17_07	"gibberellin 20-oxidase-like protein"
			mips_20_20
			mips_20_20_18
	at_At5g51900 -	mips_01_06_01	"putative protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g57590	mips_01_01_01_01	"adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_13_03_01
	at_At5g59530	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	Validation Accuracy: 25/48 (52.08%)
	Validation Frequency class 'mips_01_01': 175/2658 (6.58%)

	Evaluation on propertest data (4472 items):
	at_At1g20020	mips_01_01	"ferredoxin--NADP reductase precursor, putative"
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_02_11
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At1g28030 -	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g03410	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g31670 -	mips_01_02_01	"putative protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At1g31690	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_11
			mips_11_01
			mips_13
			mips_13_07
			mips_13_11
			mips_40_02
			mips_40_19
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67
			mips_67_15
	at_At1g31700 -	mips_01_20_17_03	"putative protein"
	at_At1g33650 -	mips_11_07_03	"unknown protein"
	at_At1g35190 -	mips_01_20_17	"hyoscyamine 6-dioxygenase hydroxylase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g43710	mips_01_01_01_11	"putative histidine decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05_01
	at_At1g04350	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g49390 -	mips_01_20_17_07	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g49570 -	mips_11_07	"peroxidase, putative"
	at_At1g04380	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g50960	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52800	mips_01_01	"putative oxidoreductase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52820 -	mips_01_20_17_07	"putative oxidoreductase"
	at_At1g55020 -	mips_01_06_10	"putative protein"
			mips_25_05_09
	at_At1g55290	mips_01_01_99	"leucoanthocyanidin dioxygenase 2, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g05240 -	mips_11_07_99	"putative peroxidase ATP12a"
	at_At1g05250 -	mips_11_07	"putative peroxidase ATP12a"
			mips_11_07_99
	at_At1g05260 -	mips_11_07	"putative peroxidase"
			mips_11_07_99
	at_At1g64660	mips_01_01_01_07	"similar to O-succinylhomoserine sulfhydrylase"
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
	at_At1g68850 -	mips_11_07	"peroxidase ATP23a"
	at_At1g72330	mips_01_01_01	"alanine aminotransferase (ALAAT2)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_02_01
			mips_01_20_99
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g77490 -	mips_40_26	"thylakoid-bound ascorbate peroxidase"
			mips_40_26_03
	at_At1g78440 -	mips_01_20_17_07	"putative dioxygenase"
			mips_20_20
			mips_20_20_18
	at_At1g78550	mips_01_01_99	"Hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g80320 -	mips_01_20_17	"oxidoreductase like protein"
			mips_01_20_17_07
			mips_10
	at_At1g07890	mips_01_01	"L-ascorbate peroxidase"
			mips_01_01_99
			mips_11_07
			mips_11_07_03
	at_At1g14120	mips_01_01_99	"dioxygenase like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g14550 -	mips_11_07	"peroxidase, putative"
	at_At1g16540	mips_01_01_01_11	"molybdenum cofactor sulfurase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_07_01
			mips_04_03
			mips_04_03_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_21
			mips_63_21_17
	at_At1g17290	mips_01_01	"alanine aminotransferase (ALAAT1)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_02_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g22020	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_06
			mips_01_06_10
			mips_40_16
	at_At1g05010 -	mips_01_20	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g71180	mips_01_01_01	"putative dehydrogenase (At1g71180)"
			mips_01_01_01_15
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_07
	at_At1g06650	mips_01	"oxidoreductase, putative"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_10
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At1g08490	mips_01_01_01	"NIFS like protein CpNifsp precursor (NIFS)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_07
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_At2g06960	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g18150 -	mips_11_07	"putative peroxidase"
	at_At2g18450 -	mips_02_10	"putative succinate dehydrogenase flavoprotein subunit"
			mips_02_11
			mips_02_13
			mips_02_13_03
			mips_67_15
	at_At2g20340	mips_01_01	"tyrosine decarboxylase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05
			mips_03_01_05_01
	at_At2g26080	mips_01_01_01_11	"putative glycine dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At2g35660	mips_01_01	"CTF2A"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_02_11
			mips_67_15
	at_At2g38240 -	mips_01_20_17_07	"putative anthocyanidin synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g41680 -	mips_01_02	"putative thioredoxin reductase"
			mips_01_02_01
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_13_01
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_05
	at_At2g30830	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35_01
	at_At2g30840	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g36690	mips_01_01_99	"putative giberellin beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g03670 -	mips_11_07	"putative peroxidase"
	at_At3g04120 -	mips_02_01	"glyceraldehyde-3-phosphate dehydrogenase C subunit (GapC)"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At3g11180	mips_01_01_99	"putative leucoanthocyanidin dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g13610	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g19000 -	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g21420 -	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
	at_At3g27870 -	mips_01_05_07	"P-type ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At3g42570 -	mips_11_07_99	"putative protein"
	at_At3g45140 -	mips_01_06_10	"lipoxygenase (AtLox2)"
			mips_47_03_13
	at_At3g45810 -	mips_02	"respiratory burst oxidase - like protein"
			mips_02_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63
			mips_63_17_01
			mips_98
	at_At3g46480 -	mips_01_20	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g47190	mips_01_01_99	"1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g48780 -	mips_01_07_01	"serine palmitoyltransferase-like protein"
			mips_25_05_25
			mips_30_02
	at_At3g49700	mips_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At3g51240 -	mips_01_20_17	"flavanone 3-hydroxylase (FH3)"
			mips_01_20_17_07
	at_At3g61400	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g05390	mips_01_01_10	"ferredoxin-NADP+ reductase like protein"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_At3g01190 -	mips_11_07	"putative peroxidase"
			mips_11_07_99
	at_At3g02280	mips_01_01	"putative NADPH-ferrihemoprotein reductase"
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_10_01_09
			mips_10_01_09_01
			mips_40_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17
			mips_63_17_01
			mips_63_21
			mips_67_15
	at_At3g17070 -	mips_11	"peroxidase, putative"
			mips_11_05
			mips_11_07
	at_At3g49120 -	mips_11_05	"peroxidase"
			mips_98
	at_At3g49420 -	mips_06_04	"putative protein"
	at_At3g49630 -	mips_01_20_17_07	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g55970 -	mips_01_20_17	"leucoanthocyanidin dioxygenase -like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g11230 -	mips_11_05_03	"respiratory burst oxidase homolog F - like protein"
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_15
	at_At4g12270 -	mips_01_02	"copper amine oxidase like protein (fragment1)"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_17
			mips_63_17_09
			mips_63_21
			mips_63_21_99
			mips_67_15
	at_At4g15290 -	mips_01_05_01	"cellulose synthase like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30_01
	at_At4g22870	mips_01_01_99	"anthocyanidin synthase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g24520 -	mips_02	"NADPH-ferrihemoprotein reductase ATR1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_40_07
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At4g25090 -	mips_01_20_35	"respiratory burst oxidase - like protein"
			mips_01_20_35_02
			mips_11_05
			mips_11_07_07
			mips_14_01_03
			mips_14_04
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67
			mips_67_15
	at_At4g25420	mips_01_01	"gibberellin 20-oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g32520	mips_01_01_01	"glycine hydroxymethyltransferase (EC 2.1.2.1) - like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_06
			mips_01_06_10
			mips_02_13
			mips_40_16
	at_At4g35970	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g36430 -	mips_11_07	"peroxidase like protein"
	at_At4g03070	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g16330 -	mips_01_20_17_07	"naringenin 3-dioxygenase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g22880 -	mips_01_20_17_07	"putative leucoanthocyanidin dioxygenase (LDOX)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g23590	mips_01_01_01_11	"tyrosine transaminase like protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g23600	mips_01_01_01_11	"tyrosine transaminase like protein"
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At5g18100 -	mips_11_01_01	"Cu/Zn superoxide dismutase-like protein"
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
	at_At5g18660 -	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_99
			mips_02_01
	at_At5g23670 -	mips_01_20_19	"serine palmitoyltransferase"
			mips_01_20_19_01
			mips_30_02
	at_At5g35920 -	mips_11_07	"cytochrome P450-like"
			mips_11_07_01
	at_At5g40150 -	mips_11_05	"peroxidase ATP26a"
	at_At5g42180 -	mips_11_05	"peroxidase (emb|CAA66960.1)"
			mips_11_07
	at_At5g43440	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g46180	mips_01_01_01_01	"ornithine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_At5g46240 -	mips_06_10	"potassium channel protein KAT1 (pir||S32816)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_30_04
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g51810 -	mips_01_20_17	"gibberellin 20-oxidase (emb|CAA58294.1)"
			mips_01_20_17_07
	at_At5g64110 -	mips_11_07	"peroxidase ATP3a homolog"
			mips_11_07_99
	at_At5g64120 -	mips_11_07_99	"peroxidase (emb|CAA67551.1)"
	at_At5g65720	mips_01_01_10_05	"NifS-like aminotranfserase"
			mips_01_02_01
			mips_01_07
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_63_21
			mips_63_21_17
	at_At5g01430 -	mips_06_04	"putative protein"
	at_At5g05600	mips_01_01_99	"leucoanthocyanidin dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Propertest Accuracy: 45/103 (43.69%)
	Propertest Frequency class 'mips_01_01': 303/4472 (6.78%)

	New (unknown) data (2658 items):
	at_At1g30870 -	no entry	null
	at_At1g50550 -	no entry	null
	at_At1g77100 -	no entry	null
	at_At1g79760 -	no entry	null
	at_At2g23520 -	no entry	null
	at_At2g35380 -	no entry	null
	at_At2g38380 -	no entry	null
	at_At2g38390 -	no entry	null
	at_At2g43480 -	no entry	null
	at_At3g49960 -	no entry	null
	at_At4g08770 -	no entry	null
	at_At4g08780 -	no entry	null
	at_At4g22980 -	no entry	null
	at_At4g30170 -	no entry	null
	at_At4g37530 -	no entry	null
	at_At5g17820 -	no entry	null
	at_At5g19880 -	no entry	null
	at_At5g19890 -	no entry	null
	at_At5g39940 -	no entry	null
	at_At5g48020 -	no entry	null
	at_At5g49810 -	no entry	null
	at_At5g58400 -	no entry	null
	at_At5g05340 -	no entry	null
	at_At5g06730 -	no entry	null
	at_At5g67400 -	no entry	null
	at_At1g34330 -	no entry	null
	at_At1g71500 -	no entry	null
	at_At2g18980 -	no entry	null
	at_At2g34060 -	no entry	null
	at_At2g24800 -	no entry	null
	at_At3g32980 -	no entry	null
	at_At4g19120 -	no entry	null
	at_At4g24670 -	no entry	null
	at_At4g25980 -	no entry	null
	at_At4g33420 -	no entry	null
	at_At4g33870 -	no entry	null
	at_At4g37520 -	no entry	null
	at_At5g14130 -	no entry	null
	at_At5g36130 -	no entry	null
	at_At5g51920 -	no entry	null
	at_At1g24110 -	no entry	null
	at_At1g44970 -	no entry	null
	at_At1g70560 -	no entry	null
	at_At1g14540 -	no entry	null
	at_At1g34510 -	no entry	null
	at_At2g22420 -	no entry	null
	at_At2g37130 -	no entry	null
	at_At2g38500 -	no entry	null
	at_At2g39040 -	no entry	null
	at_At3g49110 -	no entry	null
	at_At4g11290 -	no entry	null
	at_At4g21960 -	no entry	null
	at_At5g36140 -	no entry	null
	at_At5g64100 -	no entry	null


------------------
Rule 5088
	eval(_1,_2,0.0-9.0e-25),classification(_2,brassica),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,complete_proteome) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),classification(_2,trichocomaceae) = 1
	->  class mips_01_06 "lipid, fatty-acid and isoprenoid metabolism"

	Evaluation on training data (5270 items):
	at_At1g19440	mips_01_06_01_05	"very-long-chain fatty acid condensing enzyme CUT1, putative"
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g68530	mips_01_06_01	"very-long-chain fatty acid condensing enzyme (CUT1)"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At4g34250	mips_01_06_01_05	"fatty acid elongase - like protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At4g34520	mips_01_06_01	"fatty acid elongase 1"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At1g02050	mips_01_06_01_05	"unknown protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g15090	mips_01	"putative fatty acid elongase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At2g16280	mips_01_06_01_05	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g46720	mips_01_06	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At3g10280	mips_01_06	"putative fatty acid elongase 3-ketoacyl-CoA synthase 1"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At3g52160	mips_01_06_01	"beta-ketoacyl-CoA synthase like protein"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At4g09760	mips_01_06	"choline kinase GmCK2p -like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_13
			mips_01_20_17
			mips_01_20_17_01
			mips_10
			mips_98
	at_At4g11830	mips_01_06	"phospholipase D-gamma-2"
			mips_01_06_04
			mips_01_20
			mips_01_20_19
			mips_01_20_19_99
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_01_09
			mips_11
			mips_11_01
			mips_30
			mips_30_04
			mips_40_02
	at_At4g34850	mips_01_06_01_05	"chalcone synthase - like protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At5g13930	mips_01_06_01_05	"chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At5g49070	mips_01_06_01	"fatty acid elongase; beta-ketoacyl-CoA synthase-like protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_01_06': 363/5270 (6.89%)

	Evaluation on validation data (2658 items):
	at_At1g25450	mips_01_06_01_05	"unknown protein"
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g04220	mips_01_06	"putative beta-ketoacyl-CoA synthase (At1g04220)"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At1g07720	mips_01_06_01	"fatty acid elongase 3-ketoacyl-CoA synthase, putative"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At1g15490	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11
			mips_11_07
			mips_40_19
	at_At2g26640	mips_01_06_01_05	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_20_35_01
	at_At4g34510	mips_01_06_01	"putative ketoacyl-CoA synthase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35_01
	at_At4g39540 -	mips_01	"shikimate kinase - like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_40_03
	Validation Accuracy: 6/7 (85.71%)
	Validation Frequency class 'mips_01_06': 185/2658 (6.96%)

	Evaluation on propertest data (4472 items):
	at_At1g62640	mips_01_06_01_05	"3-ketoacyl-acyl carrier protein synthase III (KAS III)"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At1g01120	mips_01_06_01_07	"putative fatty acid elongase 3-ketoacyl-CoA synthase 1 (At1g01120)"
			mips_01_06_01_07_11
	at_At1g71160	mips_01_06_01_05	"putative ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g26250	mips_01_06_01	"beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g28630	mips_01_06_01	"putative fatty acid elongase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At4g11820	mips_01_06_01_07	"hydroxymethylglutaryl-CoA synthase"
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_05
			mips_01_20_05_11
	at_At4g33150 -	mips_01_01	"lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
			mips_01_01_01
	at_At5g04530	mips_01_06_01	"fatty acid elongase - like protein"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At4g00040	mips_01_06_01_07	"putative chalcone synthase"
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At5g43760	mips_01_06	"beta-ketoacyl-CoA synthase"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At5g66120 -	mips_01_01_01	"3-dehydroquinate synthase-like protein"
			mips_01_01_01_11
			mips_01_05_01_01
	Propertest Accuracy: 9/11 (81.82%)
	Propertest Frequency class 'mips_01_06': 317/4472 (7.09%)

	New (unknown) data (2658 items):
	at_At3g26900 -	no entry	null
	at_At2g35500 -	no entry	null


------------------
Rule 5653
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,candida_albicans__yeast_),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,cricetulus),db_ref(_2,pfam) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,trichocomaceae) = 0
	->  class mips_01_06 "lipid, fatty-acid and isoprenoid metabolism"

	Evaluation on training data (5270 items):
	at_At1g16350 -	mips_01_03	"putative inosine-5'-monophosphate dehydrogenase"
			mips_01_03_01
			mips_01_03_01_03
	at_At1g20490	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g20500	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At1g20560	mips_01_06_01_01	"unknown protein (At1g20560)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g21530	mips_02	"amp-binding protein, putative"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g21540	mips_01_05_01_01_03	"amp-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g22450 -	mips_02_11_07	"Subunit 6b of cytochrome c oxidase"
			mips_02_13
			mips_02_13_03
			mips_03_01_09
			mips_03_01_99
			mips_06_10
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_67_15
	at_At1g26340	mips_01_06_99	"cytochrome b5 like protein"
			mips_02_11_05
	at_At1g26380 -	mips_01_05_01_01_01	"putative protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
	at_At1g26400 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_20_17_09
			mips_02_16
	at_At1g26410 -	mips_01_20_17_09	"unknown protein"
			mips_01_20_99
			mips_20_20
			mips_20_20_18
	at_At1g26420 -	mips_02	"hypothetical protein"
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_02_16_03
			mips_40_16
			mips_67_15
	at_At1g03210 -	mips_01_05_01	"unknown (At1g03210)"
			mips_01_05_01_03
			mips_01_20
			mips_11_05
			mips_11_05_01
	at_At1g03270 -	mips_11_05_05	"unknown protein"
			mips_11_07_05
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67_04_01
			mips_67_04_01_01
	at_At1g30700 -	mips_01_20_17	"putative reticuline oxidase-like protein"
			mips_01_20_17_09
			mips_02_16
			mips_40_19
			mips_67_15
	at_At1g30710 -	mips_01_20_17_09	"putative reticuline oxidase-like protein"
			mips_01_20_99
			mips_02_99
			mips_20_20
			mips_20_20_18
	at_At1g30730 -	mips_01_20_17_09	"putative reticuline oxidase-like protein"
			mips_40_19
	at_At1g49430	mips_01_06_01_05	"putative acyl CoA synthetase (At1g49430)"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27_99
	at_At1g50430	mips_01_06	"sterol delta7 reductase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_05
			mips_05_04
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25_03
			mips_40_02
			mips_40_07
			mips_40_10_05
			mips_63_13
			mips_63_13_99
			mips_67_15
	at_At1g04420 -	mips_02_16	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
	at_At1g51680	mips_01_06_01_01	"4-coumarate--coenzyme A ligase (At4CL1)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g04690 -	mips_01	"putative K+ channel, beta subunit"
			mips_01_05
			mips_02_16
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02
			mips_62_02_99
			mips_67
			mips_67_01
			mips_67_04
	at_At1g55320	mips_01_05_01_01_03	"acetyl-CoA synthetase, putative"
			mips_01_06_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At1g55930 -	mips_11_05	"unknown protein"
			mips_11_05_05
			mips_11_05_05_01
			mips_11_07_05
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67_04_01
			mips_67_04_01_01
	at_At1g60680 -	mips_01_05_01_01_01	""
			mips_02_16
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_62
			mips_62_02
			mips_62_02_99
			mips_67_01
			mips_67_04
	at_At1g60730 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	at_At1g63460	mips_01_06	"glutathione peroxidase like protein"
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_40_16
			mips_67_15
	at_At1g65880	mips_01_06_01	""
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_02_99
			mips_30_01
	at_At1g66120	mips_01_06_01_01	"hypothetical protein"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g68270	mips_02	"putative amp-binding protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_25
	at_At1g72590	mips_01_06	"unknown protein"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_14_04_03
			mips_14_04_03_01
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_15
	at_At1g06300 -	mips_40_19	"hypothetical protein, 5' partial"
			mips_67_15
	at_At1g06310	mips_01_06_04	"hypothetical protein"
			mips_30_19
			mips_40_19
	at_At1g06690	mips_01_05	"unknown protein"
			mips_01_05_07
			mips_01_06
			mips_02_16
			mips_20_03
			mips_67
			mips_67_07
			mips_67_15
	at_At1g74960	mips_01_06_01_05	"unknown protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_03_03_02
	at_At1g75450 -	mips_02	"cytokinin oxidase (CKX6)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_14
			mips_14_04
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_16
			mips_67
			mips_67_15
	at_At1g75960	mips_01_05_01_01_03	"AMP-binding protein, putative"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g76290	mips_01_05_01_01_03	"putative AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_40_19
	at_At1g77240	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At2g14520 -	mips_11_05_05	"hypothetical protein"
			mips_11_05_05_01
			mips_11_07
			mips_11_07_05
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At2g15620 -	mips_01_02	"ferredoxin--nitrite reductase"
			mips_01_02_01
			mips_02_13
			mips_02_13_01
	at_At2g45300 -	mips_01_01_01_11	"5-enolpyruvylshikimate-3-phosphate (EPSP) synthase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_30_34
			mips_30_34_07
	at_At3g16910	mips_01_06_01	"AMP-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_20_03
			mips_40_27
			mips_40_27_99
	at_At4g34120 -	mips_08	"unknown protein"
			mips_08_07
			mips_08_07_22
			mips_13
			mips_13_01
			mips_13_01_03
			mips_13_01_03_05
			mips_20
			mips_20_05
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At1g07420	mips_01_06	"unknown protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At2g04350	mips_01	"putative acyl-CoA synthetase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_20
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_02
			mips_40_03
			mips_40_16
	at_At2g16370 -	mips_01_01_01_11	"dihydrofolate reductase-thymidylate synthase"
			mips_01_01_10_05
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_63_19_99
	at_At2g21250	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
	at_At2g21790 -	mips_01_03_01	"ribonucleoside-diphosphate reductase large subunit"
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_03_01_05_01
			mips_03_99
	at_At2g30200	mips_01_06_01_05	"putative malonyl-CoA:Acyl carrier protein transacylase"
			mips_01_20_05
			mips_01_20_05_11
			mips_03_03_02
	at_At2g34790 -	mips_01	"putative berberine bridge enzyme"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_14
			mips_14_04
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25
			mips_67
			mips_67_15
			mips_99
	at_At2g35690	mips_02	"putative acyl-CoA oxidase"
			mips_01_06
			mips_01_06_04
			mips_40_19
			mips_67_15
	at_At2g36500 -	mips_01_03_01	"hypothetical protein"
	at_At2g37760 -	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g37770	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_01_06
			mips_01_06_04
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g38660 -	mips_01_01_01_07	"methylenetetrahydrofolate dehydrogenase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At2g44160 -	mips_01_01_01_07	"methylenetetrahydrofolate reductase (MTHFR2)"
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_05_01_01_05
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At2g44620	mips_01	"acyl carrier protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_14
			mips_14_04
			mips_25_05
			mips_40
			mips_40_16
			mips_63_09
			mips_67
			mips_67_04
			mips_67_13
			mips_67_15
	at_At1g10810 -	mips_01_05_01_01_01	"putative auxin-induced protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50_25
	at_At2g46750	mips_02	"unknown protein"
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_02_99
			mips_11_01
			mips_30_04
			mips_40_04
			mips_40_16
			mips_40_19
			mips_67_15
	at_At2g46760	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_02_16
			mips_02_99
			mips_30_04
			mips_40_19
			mips_67_15
	at_At3g06810	mips_01	"acetyl-coA dehydrogenase, putative"
			mips_01_01_10_04
			mips_02
			mips_01_05
			mips_01_06
			mips_01_06_04
			mips_02_11
			mips_02_25
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_67
			mips_67_15
	at_At3g14415	mips_01_06_04	"glycolate oxidase like protein, 3'-partial"
			mips_02_13
			mips_40_19
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g16050 -	mips_01_07	"putative ethylene-inducible protein"
			mips_03_99
	at_At3g18680 -	mips_01_01_01_01	"uridylate kinase, putative"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_04
	at_At3g23790	mips_01_06_01_01	"AMP-binding protein, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
	at_At3g24090 -	mips_01_01	"glutamine:fructose-6-phosphate amidotransferase, putative"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_02
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_14_04_03
			mips_14_04_03_03
			mips_63_13
			mips_63_13_01
	at_At3g27060 -	mips_01_03_07	"ribonucleotide reductase small subunit, putative"
			mips_03_01_05_01
			mips_29_06
	at_At3g45300	mips_01_01_01_15	"isovaleryl-CoA-dehydrogenase precursor (IVD)"
			mips_01_01_01_15_03
			mips_01_01_10_04
			mips_01_06_04
			mips_02_25
	at_At3g47390 -	mips_01_03	"putative protein"
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_01_07
			mips_01_07_01
			mips_01_20_99
			mips_03_01_01
			mips_03_01_01_01
	at_At3g48530	mips_01_06_01	"putative protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_03_03_03
			mips_06_07_03
	at_At3g52950 -	mips_01	"putative protein"
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_99
	at_At3g53580 -	mips_01_01	"diaminopimelate epimerase - like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At3g59970 -	mips_01_01_01_07	"methylenetetrahydrofolate reductase MTHFR1"
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_05_01_01_05
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At3g63440 -	mips_01	"cytokinin oxidase -like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_11
			mips_11_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_40_16
	at_At4g02850 -	mips_01_05_01_03	"putative protein"
			mips_11_05_01
	at_At4g02860 -	mips_01	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_20
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_05
			mips_11_05_01
			mips_40_10
			mips_63
			mips_63_03
	at_At4g11030	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g11600 -	mips_11_07_07	"phospholipid hydroperoxide glutathione peroxidase"
			mips_11_07_07_05
			mips_47_03_15
			mips_47_03_15_07
	at_At4g15760 -	mips_01_01	"hypothetical protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_33
			mips_67_15
	at_At4g19010	mips_01_05_01_01_03	"4-coumarate-CoA ligase - like"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At4g20800 -	mips_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_40_04
			mips_40_16
	at_At4g20840 -	mips_01_20_17_09	"reticuline oxidase - like protein"
	at_At4g20860 -	mips_01_05_01_01_01	"berberine bridge enzyme - like protein"
			mips_01_20_17_09
			mips_02_16
			mips_02_99
	at_At4g23850	mips_01_06_01	"acyl-CoA synthetase - like protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g28060 -	mips_02_11_07	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_62_01
			mips_62_01_07
	at_At4g29740 -	mips_02	"cytokinin oxidase - like protein"
			mips_01_05_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_30_04
			mips_40_04
			mips_40_16
			mips_67_15
	at_At4g37670 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At5g01670	mips_01_05_07	"aldose reductase-like protein"
			mips_01_05_99
			mips_01_06
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	at_At5g09680 -	mips_02_11	"putative protein"
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_67_15
	at_At5g10860 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
	at_At5g11540 -	mips_01_05_01_01_01	"putative protein"
			mips_01_07_01
			mips_01_20_17_09
			mips_02_16
			mips_02_99
			mips_40_19
	at_At5g13280 -	mips_01_01	"aspartate kinase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At5g17230	mips_01_06_01	"phytoene synthase (gb|AAB65697.1)"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_13
			mips_40_07
			mips_43
			mips_43_03
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_99
			mips_63_21
			mips_63_21_07
	at_At5g27600	mips_01_06_01	"long-chain-fatty-acid--CoA ligase-like protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
			mips_63_19_01
			mips_63_19_99
	at_At5g44380	mips_01_06	"berberine bridge enzyme-like protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_40_19
			mips_67_15
	at_At5g44410 -	mips_01_20_17_09	"berberine bridge enzyme-like protein"
	at_At5g48220 -	mips_01_01	"indole-3-glycerol phosphate synthase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_07
			mips_01_07_01
			mips_03_99
	at_At5g48810	mips_02	"cytochrome b5 (dbj|BAA74840.1)"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_40_16
			mips_67_04
			mips_67_15
	at_At5g49970 -	mips_01_07	"putative protein"
			mips_01_07_01
			mips_67_15
	at_At5g50530 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
	at_At5g56490 -	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_01
			mips_01_07_01
			mips_02_16
			mips_02_99
			mips_40_04
			mips_40_19
	at_At5g61640 -	mips_01_01_01_07	"peptide methionine sulfoxide reductase - like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_06_07_99
			mips_11_01_01
			mips_11_07_07
	at_At5g65110	mips_01_06_04	"acyl-CoA oxidase (gb|AAC13497.1)"
			mips_30_19
			mips_40_19
	at_At5g16340	mips_01_05_01_01	"AMP-binding protein"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At5g23320	mips_01_06_07	"farnesyl cysteine carboxyl methyltransferase-like protein"
			mips_06_07_09
	Training Accuracy: 47/106 (44.34%)
	Training Frequency class 'mips_01_06': 363/5270 (6.89%)

	Evaluation on validation data (2658 items):
	at_At1g01980 -	mips_01_20_17_09	"hypothetical protein"
			mips_01_20_99
			mips_02_16
			mips_20_20
			mips_20_20_18
	at_At1g02200	mips_01_06_01_07	"CER1 protein"
			mips_01_06_01_07_11
	at_At1g30760 -	mips_02	"putative reticuline oxidase-like protein, 3' partial"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_02_99
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
	at_At1g59960 -	mips_01_05_07	"putative protein"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g60690 -	mips_01_05_01_01_01	""
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At1g60750 -	mips_01_05_01_01_01	""
			mips_02_01
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50
			mips_67_50_25
	at_At1g65060	mips_01_05_01_01_03	"4-coumarate:CoA ligase 3 (4CL3)"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g75200 -	mips_43	"unknown protein (At1g75200)"
			mips_43_03
			mips_43_03_99
			mips_47_03_03
			mips_47_03_03_02
	at_At1g79470 -	mips_01_03_01	"unknown protein"
			mips_01_03_01_03
	at_At1g06290	mips_01	"acyl-CoA oxidase, putative, 3' partial"
			mips_01_06
			mips_01_06_04
			mips_30
			mips_30_19
			mips_40
			mips_40_19
	at_At1g20480	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g76150	mips_01_01_01	"unknown protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_25
			mips_40_19
			mips_63_13
			mips_63_13_99
			mips_67_13
	at_At2g21260	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	at_At2g21550 -	mips_01_01_01_11	"putative dihydrofolate reductase-thymidylate synthase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_63_19_99
	at_At2g22910 -	mips_01_01_01_01	"putative amino acid acetyltransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_02_01
	at_At2g32720 -	mips_02_11_05	"putative cytochrome b5"
			mips_02_13
	at_At2g36230 -	mips_01_01	"phosphoribosylformimino-5-aminoimidazole carboxamide ribotide isomerase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
	at_At2g38230 -	mips_01_07_01	"similar to SOR1 from the fungus Cercospora nicotianae"
			mips_03_99
	at_At2g43350 -	mips_11_07_07	"putative glutathione peroxidase"
	at_At2g48150 -	mips_11_07_07	"glutathione peroxidase like protein"
	at_At2g04540	mips_01_06_01_05	"3-oxoacyl carrier protein synthase"
			mips_01_20_05
			mips_01_20_05_11
			mips_03_03_02
	at_At2g46650	mips_01_06_01	"putative cytochrome b5"
			mips_02_11
			mips_02_11_05
			mips_67_04
			mips_67_15
	at_At3g53880 -	mips_01_05_07	"reductase-like protein"
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At3g63080 -	mips_11_07_07	"glutathione peroxidase -like protein"
	at_At3g63140 -	mips_40_26	"mRNA binding protein precursor - like"
			mips_40_26_03
	at_At3g23580 -	mips_01_03	"ribonucleoside-diphosphate reductase small chain"
			mips_01_03_07
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29_06
	at_At4g14230 -	mips_11_05_05	"hypothetical protein"
			mips_11_07_05
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67_04_01
			mips_67_04_01_01
	at_At4g20820 -	mips_01_20_17_09	"reticuline oxidase - like protein"
			mips_02_16
	at_At4g33670 -	mips_13_01	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
			mips_67_15
	at_At4g33700 -	mips_11	"unknown protein"
			mips_11_05
			mips_11_05_05
			mips_11_05_05_01
			mips_11_07
			mips_11_07_05
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At4g34570 -	mips_01_01	"dihydrofolate reductase-thymidylate synthase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_01_07
			mips_03
			mips_03_01
			mips_40_03
			mips_40_16
			mips_63_19
			mips_63_19_99
	at_At4g34650	mips_01_06	"putative squalene synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20
			mips_01_20_13
			mips_40_07
			mips_43
			mips_43_03
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_99
			mips_63_21
			mips_63_21_07
	at_At4g36400	mips_01	"unknown protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_14
			mips_14_04
			mips_25
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_16
			mips_40_19
			mips_67
			mips_67_15
	at_At4g36910 -	mips_08_07_22	"unknown protein"
			mips_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_01
			mips_13
			mips_13_01
			mips_13_01_03
			mips_13_01_03_05
			mips_20_05
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g04590 -	mips_01_01_01	"sulphite reductase"
			mips_01_02
			mips_01_02_01
			mips_30_01
	at_At5g06580 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_40_19
	at_At5g07470 -	mips_01_01_01	"peptide methionine sulfoxide reductase (msr)"
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_03_01_05
			mips_06_07_99
			mips_11_01_01
			mips_11_07_07
	at_At5g23300 -	mips_01_03_04	"dihydroorotate dehydrogenase precursor (dihydroorotate oxidase) (sp|P32746)"
			mips_01_03_04_01
			mips_01_03_04_03
	at_At5g35930 -	mips_01_20_37	"unknown protein"
			mips_01_20_37_03
			mips_11_05_03
	at_At5g53560	mips_01_06_01	"cytochrome b5 (dbj|BAA74839.1)"
			mips_01_06_99
			mips_02_11
			mips_67_04
			mips_67_15
	at_At5g53580	mips_01_05_07	"aldo/keto reductase-like protein"
			mips_01_06_04
			mips_02_01
			mips_02_16
			mips_20_03
			mips_67_07
	at_At5g61410 -	mips_01_05_01_01_01	"ribulose-5-phosphate-3-epimerase"
			mips_02_07
			mips_02_07_01
			mips_02_07_03
	at_At5g63380	mips_01_05_01_01_03	"4-coumarate-CoA ligase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Validation Accuracy: 13/43 (30.23%)
	Validation Frequency class 'mips_01_06': 185/2658 (6.96%)

	Evaluation on propertest data (4472 items):
	at_At1g20510	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g26390	mips_01	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_30
			mips_30_04
			mips_40_16
			mips_40_19
			mips_67
			mips_67_15
	at_At1g26640 -	mips_01_01_01_01	"unknown protein"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_10
			mips_01_01_10_01
	at_At1g03480 -	mips_01_07	"coproporphyrinogen III oxidase (LIN2)"
			mips_01_07_01
	at_At1g30520	mips_01_05_01_01_03	"unknown protein (At1g30520)"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g30720 -	mips_01	"putative reticuline oxidase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_04
	at_At1g30740 -	mips_01_20_17_09	"putative reticuline oxidase-like protein"
			mips_02_16
			mips_40_19
	at_At1g31860 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_40
			mips_40_03
	at_At1g32300	mips_02	"hypothetical protein"
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_02_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_04
			mips_40_16
			mips_40_19
			mips_67_15
	at_At1g48860 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_30_34
			mips_30_34_07
	at_At1g50480 -	mips_01_01_01_07	"10-formyltetrahydrofolate synthetase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_07_01
	at_At1g59950	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_07
			mips_01_06
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g60710 -	mips_01_05_01_01_01	"unknown protein"
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At1g65890	mips_01_06_01_01	"putative protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g77590	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_25_05_25
	at_At1g07780 -	mips_01_01_01_11_13	"phosphoribosylanthranilate isomerase"
	at_At1g09020	mips_01_05_04	"putative activator subunit of SNF1-related protein kinase SNF4"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_06_07_03
			mips_25_05_25
	at_At1g11770 -	mips_01_20_17_09	"putative reticuline oxidase"
			mips_01_20_99
			mips_20_20
			mips_20_20_18
	at_At1g62940	mips_01_06_01_01	"4-coumarate:coenzyme A ligase, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g64400	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At2g02770 -	mips_20_25_16	"unknown protein"
	at_At2g12280 -	mips_01_01_01_07	"10-formyltetrahydrofolate synthetase"
			mips_01_01_01_11_15
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
	at_At2g17650	mips_01_06_01_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_35_01
			mips_02_25
	at_At2g18030 -	mips_01_01_01_07	"putative peptide methionine sulfoxide reductase"
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_06_07_99
			mips_11_01_01
			mips_11_07_07
	at_At2g19500 -	mips_01_05_01_01_01	"cytokinin oxidase (CKX2)"
			mips_01_07_01
			mips_01_20_17_09
			mips_01_20_99
			mips_02_16
			mips_02_99
			mips_20_20
			mips_20_20_18
	at_At2g25080 -	mips_11_07_07	"putative glutathione peroxidase"
			mips_67_15
	at_At2g27680 -	mips_08_19	"unknown protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	at_At2g31570 -	mips_11_07	"putative glutathione peroxidase"
			mips_11_07_07
			mips_67_15
	at_At2g34810 -	mips_01_05_01	"putative berberine bridge enzyme"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_04
	at_At2g37790	mips_01_05_01_01_01	"putative alcohol dehydrogenase"
			mips_01_05_07
			mips_01_06_04
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_15
	at_At2g41510	mips_02	"putative cytokinin oxidase"
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_02_16
			mips_20
			mips_20_20
			mips_20_20_18
			mips_30_04
			mips_40_04
			mips_40_16
			mips_40_19
			mips_67_15
	at_At2g46740 -	mips_01_07_01	"unknown protein"
			mips_01_20_17_09
			mips_01_20_99
			mips_02_99
			mips_20_20
			mips_20_20_18
	at_At2g47240	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At3g05970	mips_01_06	"AMP-binding protein"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20
			mips_20_03
			mips_40_02
			mips_40_16
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At3g08950 -	mips_02_11	"putative SCO1 protein"
			mips_02_13
			mips_02_13_05
			mips_06_10
			mips_08_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_02
			mips_45_03_12_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_17
			mips_63_17_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At3g13070 -	mips_11_05_05	"hemolysin-like protein"
			mips_11_05_05_01
			mips_11_07_05
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67
			mips_67_04_01
			mips_67_04_01_01
	at_At3g16170	mips_01_05_01_01	"long-chain acyl-CoA like synthetase"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_05_99
			mips_40_19
	at_At3g19820 -	mips_01_05_01_01	"cell elongation protein, Dwarf1"
			mips_01_05_01_01_01
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_40_19
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g21230	mips_02	"putative 4-coumarate:CoA ligase 2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g21240	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase 2"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g51840	mips_01	"Short-chain acyl CoA oxidase"
			mips_01_01_10
			mips_01_01_10_04
			mips_02
			mips_01_05
			mips_01_06
			mips_01_06_04
			mips_02_11
			mips_02_25
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_16
			mips_40_19
			mips_67
			mips_67_15
	at_At3g54640 -	mips_01_01	"tryptophan synthase alpha chain"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
	at_At3g57560 -	mips_01_01	"acetylglutamate kinase-like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_02
			mips_01_02_01
	at_At3g02580	mips_01_06_01	"sterol-C5-desaturase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_40_07
	at_At3g02590	mips_01_06_01	"putative sterol-C5-desaturase"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At3g48990	mips_01_05_01_01	"4-coumarate-CoA ligase -like protein"
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At4g14070	mips_01_06_01	"A6 anther-specific protein (Z97335.16)"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g20830 -	mips_01_20_17	"reticuline oxidase -like protein"
			mips_01_20_17_09
	at_At4g20960 -	mips_01_03	"putative protein"
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_04_03
			mips_04_03_06
			mips_40_16
			mips_63_17_09
	at_At4g25130 -	mips_01_01_01	"protein-methionine-S-oxide reductase"
			mips_01_01_01_07
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_03_01_05
			mips_06_07_99
			mips_11_01_01
			mips_11_07_07
	at_At4g31870 -	mips_11_07	"glutathione peroxidase - like protein"
			mips_11_07_07
			mips_67_15
	at_At4g34640	mips_01_06	"farnesyl-diphosphate farnesyltransferase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20
			mips_01_20_13
			mips_40_02
			mips_40_07
			mips_43
			mips_43_03
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_99
			mips_63_21
			mips_63_21_07
	at_At4g00600 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At4g00620 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At5g07460 -	mips_01	"peptide methionine sulfoxide reductase-like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_03
			mips_03_01
			mips_03_01_05
			mips_06
			mips_06_07
			mips_06_07_99
			mips_11
			mips_11_01
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
	at_At5g16370	mips_01_05_01_01_03	"AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g23050	mips_01_05_01_01_03	"acetyl-CoA synthetase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g36880	mips_01_05_01_01_03	"acetyl-CoA synthetase"
			mips_01_06_01
			mips_01_06_01_05
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At5g38120	mips_01_05_01_01_03	"4-coumarate--CoA ligase -like protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g40890 -	mips_08_99	"anion channel protein (gb|AAC05742.1)"
			mips_13
			mips_13_01_03
			mips_13_01_03_05
			mips_43
			mips_43_03
			mips_45_03_17
			mips_45_03_99
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_99
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04_07
	at_At5g44360 -	mips_01_20_17_09	"berberine bridge enzyme"
			mips_02_99
			mips_40_19
	at_At5g44390 -	mips_01_20_17_09	"berberine bridge enzyme-like protein"
	at_At5g44400 -	mips_01_05_01_01_01	"berberine bridge enzyme"
			mips_01_20_17_09
			mips_02_16
			mips_20_20
			mips_20_20_18
	at_At5g44440 -	mips_01_20	"berberine bridge enzyme-like protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_02_99
			mips_40_04
			mips_40_16
	at_At5g50640 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
	at_At5g52790 -	mips_11_05_05	"putative protein"
			mips_40_30
	at_At5g56970 -	mips_01_20_99	"cytokinin oxidase"
			mips_02_16
			mips_02_99
			mips_20_20
			mips_20_20_18
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g63490 -	mips_01_03_01	"putative protein"
	at_At5g63890 -	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	at_At5g64250 -	mips_01_02	"2-nitropropane dioxygenase-like protein"
			mips_01_02_01
			mips_01_03_01
			mips_01_03_01_03
			mips_01_05_01_01_07
			mips_63_21
			mips_63_21_05
	at_At5g66120 -	mips_01_01_01	"3-dehydroquinate synthase-like protein"
			mips_01_01_01_11
			mips_01_05_01_01
	at_At5g01410 -	mips_01_07	"pyridoxine biosynthesis protein - like"
			mips_01_07_01
			mips_03
			mips_03_99
			mips_11
			mips_11_01
	at_At5g05590 -	mips_01_01	"phosphoribosylanthranilate isomerase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
	at_At5g62420 -	mips_01_05_07	"aldose reductase-like protein"
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	Propertest Accuracy: 28/74 (37.84%)
	Propertest Frequency class 'mips_01_06': 317/4472 (7.09%)

	New (unknown) data (2658 items):
	at_At1g62730 -	no entry	null
	at_At2g43940 -	no entry	null
	at_At3g21360 -	no entry	null
	at_At3g49640 -	no entry	null
	at_At3g63510 -	no entry	null
	at_At4g05160 -	no entry	null
	at_At4g10750 -	no entry	null
	at_At1g34570 -	no entry	null
	at_At5g08340 -	no entry	null
	at_At5g47970 -	no entry	null
	at_At1g02020 -	no entry	null
	at_At2g36840 -	mips_99	"unknown protein"
	at_At3g02020 -	no entry	null
	at_At5g28310 -	no entry	null
	at_At5g53750 -	no entry	null


------------------
Rule 4448
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,archaea),db_ref(_2,hamap) = 0
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,15.0-349.0),classification(_2,streptomyces) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,349.0-485.0),keyword(_2,d__3d_structure) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),keyword(_2,developmental_protein) = 0
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5270 items):
	at_At1g64670	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g69240	mips_01_02	"putative alpha/beta hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g14260	mips_01_05_01_01_09	"proline iminopeptidase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g19550	mips_01	"putative esterase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_04
			mips_11
			mips_11_07
			mips_13
			mips_13_11
			mips_99
	at_At2g23550	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23560	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g23580	mips_01_05_01_01	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_99
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At2g23610	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g36290	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At3g12790	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_40_16
	at_At3g24420	mips_01_02	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g29770	mips_01_02	"alpha/beta hydrolase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g47590	mips_01_05_01_01_01	"putative protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g51000	mips_01_05_01_01_09	"epoxide hydrolase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g52570	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g10030	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g10050	mips_01_05_01_01	"lipase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_02_11_05
			mips_06_07_99
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At4g15960	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g17150	mips_01_05_01_01	"hypothetical protein"
			mips_01_05_01_01_01
	at_At4g36610	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_07
			mips_06_13
			mips_11_01
	at_At4g37150	mips_01_02	"hydroxynitrile lyase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At5g09430	mips_01_02	"putative hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g10300	mips_01_02	"alpha-hydroxynitrile lyase-like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At5g19850	mips_01_05	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03
			mips_03_03_01
			mips_03_03_01_02
			mips_06
			mips_06_07_03
			mips_13
			mips_13_11
			mips_14_04
			mips_40_10
			mips_40_19
	at_At5g38520	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g41900	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_07
			mips_40_19
	at_At5g02970	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	Training Accuracy: 27/27 (100.00%)
	Training Frequency class 'mips_01_05': 654/5270 (12.41%)

	Evaluation on validation data (2658 items):
	at_At1g29840	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_01
			mips_45
			mips_45_03
			mips_45_03_09
			mips_45_03_19
			mips_47_03_21
			mips_47_03_21_01
			mips_63_05
	at_At1g72620	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
	at_At1g74300	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g13610	mips_02	"hypothetical protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
	at_At1g13820	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_At2g26750	mips_01_02	"putative epoxide hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
			mips_40_19
	at_At3g50440	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At3g48410	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g09900	mips_01_02	"putative host response protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At4g12830	mips_01_05	"hydrolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_40_19
	at_At4g20760	mips_01_01	"cell-cell signaling protein csgA - like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At4g37470	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g17780	mips_01_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_07
			mips_40_19
	at_At5g38360	mips_01_02	"similar to unknown protein (pir||T03994)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g39220	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_06_07
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At5g58310	mips_01_02	"polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11_05
			mips_11_05_03
			mips_40_19
	Validation Accuracy: 16/16 (100.00%)
	Validation Frequency class 'mips_01_05': 289/2658 (10.87%)

	Evaluation on propertest data (4472 items):
	at_At1g33990 -	mips_01_20_99	"unknown protein"
			mips_02_25
	at_At1g52510	mips_01_02	"unknown protein (At1g52510)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
	at_At1g52750	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At1g74280	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g07640	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g18360 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g23590	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23600	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_06_07
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23620	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g26740	mips_01_02	"epoxide hydrolase (ATsEH)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g03230	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At3g03240	mips_01_02	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At3g03990	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
	at_At3g05600	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_40_19
	at_At3g10870	mips_01_05	"putative alpha-hydroxynitrile lyase"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_10_01_01
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g47560	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_04
			mips_11
			mips_11_07
	at_At4g16690	mips_01	"cyanohydrin lyase like protein"
			mips_01_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At4g24160	mips_01_02	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_40_19
	at_At4g24760 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g02340	mips_01_02	""
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At5g11910	mips_01_05_01_01_01	"putative esterase - like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_04
	at_At5g51180 -	mips_01_06_04	"unknown protein"
	at_At5g22460	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_06_13
			mips_40_19
	Propertest Accuracy: 19/23 (82.61%)
	Propertest Frequency class 'mips_01_05': 506/4472 (11.31%)

	New (unknown) data (2658 items):
	at_At1g74640 -	no entry	null
	at_At1g08310 -	no entry	null
	at_At1g19670 -	no entry	null
	at_At1g58350 -	no entry	null
	at_At1g10740 -	no entry	null
	at_At5g53050 -	no entry	null


------------------
Rule 5733
	eval(_1,_2,0.0-9.0e-25),classification(_2,malpighiales) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,ehrhartoideae),db_ref(_2,prodom) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,arabidopsis),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,eurosids_i),keyword(_2,glycoprotein) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,papilionoideae),keyword(_2,signal) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5270 items):
	at_At1g14890	mips_01_05_99	"unknown protein"
			mips_40_01
	at_At1g02460	mips_01_05_01_01_01	"polygalacturonase PG1, putative"
			mips_30_01
	at_At1g18970	mips_01_05_01_01_03	"germin-like protein (GLP4)"
			mips_02_13
	at_At1g23460	mips_01_05_01_01_01	"putative polygalacturonase precursor"
	at_At1g23470 -	mips_01_20_99	"putative polygalacturonase precursor"
	at_At1g26560	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g30350	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
	at_At1g43080	mips_01_05_01_01_01	"hypothetical protein"
	at_At1g43090	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g43100	mips_01_05_01_01_01	"hypothetical protein"
	at_At1g44980	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At1g51470	mips_01_05	"myrosinase precursor, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g52400	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g04680	mips_01_05	"unknown protein"
			mips_01_05_01_01
			mips_30
	at_At1g60090 -	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_At1g61810	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g61820	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g05650	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g65570	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g69940	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At1g70500	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g70720	mips_01_05_99	"unknown protein"
			mips_40_01
	at_At1g72610	mips_01_05_01_01	"germin-like protein"
			mips_01_05_01_01_03
	at_At1g72990 -	mips_40_01	"unknown protein (At1g72990)"
			mips_40_25
	at_At1g75940	mips_01_05_01_01_02	"ATA27"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g19150	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g21610	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At2g23900	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_01_20_99
	at_At2g47550	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At3g16850	mips_01_05_01_01_01	"polygalacturonase like protein"
			mips_01_20_99
			mips_30_01
	at_At3g17130	mips_01_05_99	"hypothetical protein"
			mips_40_01
	at_At2g01610	mips_01_05_99	"unknown protein"
			mips_11_01
			mips_29
			mips_30_01
			mips_40_01
	at_At2g02720	mips_01_05_01_01_01	"putative pectate lyase"
	at_At2g15450	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_30_01
	at_At2g15470	mips_01_05_01_01	"putative polygalacturonase"
			mips_01_05_01_01_01
	at_At2g20680	mips_01_05_01_01_01	"(1-4)-beta-mannan endohydrolase"
			mips_40_25
	at_At2g28680	mips_01_05_01_01_01	"legumin-like protein"
			mips_01_05_01_01_03
			mips_02_13
			mips_02_99
			mips_65
	at_At2g32810	mips_01_05_01_01_01	"putative beta-galactosidase (BGAL9)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At2g32860	mips_01_05	"putative beta-glucosidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g36190	mips_01_05_01_01_01	"beta-fructofuranosidase like protein (invertase)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At1g10460	mips_01_05_01_01_03	"germin-like protein (GLP7)"
			mips_02_13
	at_At2g44450	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44460	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480 -	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g44490	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g47280	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g06770	mips_01_05_01_01_01	"unknown protein"
			mips_01_20_99
			mips_30_01
	at_At3g06830	mips_01_05_01_01	"pectin methylesterase, putative"
			mips_01_05_99
			mips_40_01
	at_At3g07010	mips_01_05_01_01_01	"putative pectate lyase"
	at_At3g07820	mips_01_05_01_01_01	"polygalacturonase (PGA3)"
	at_At3g07840	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g09260	mips_01_05_01_01_02	"thioglucosidase 3D precursor"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g10080	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g10720	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g13784	mips_01_05_01_01	"beta-fructofuranosidase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03_02
			mips_40_27
	at_At3g13790	mips_01_05_01_01_01	"putative beta-fructofuranosidase 1"
			mips_01_05_01_03_02
			mips_40_27
	at_At3g14300	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At3g18080	mips_01	"beta-glucosidase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At3g21370 -	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g24230	mips_01_05_01_01_01	"pectate lyase, putative"
	at_At3g29090	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At1g11590	mips_01_05_99	"similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
			mips_40_01
	at_At3g42950	mips_01_05_01	"polygalacturonase -like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
			mips_30_01
	at_At3g47380	mips_01_05	"putative protein"
			mips_01_05_99
			mips_29
			mips_30
			mips_40_01
	at_At3g47670	mips_01_05_99	"putative protein"
			mips_40_01
	at_At3g48950	mips_01_05_01_01_01	"endo-polygalacturonase - like protein"
			mips_01_20_99
			mips_30_01
	at_At3g49220	mips_01_05_99	"pectinesterase - like protein"
			mips_30_01
			mips_40_01
	at_At3g53190	mips_01_05_01_01_01	"pectate lyase -like protein"
	at_At1g11920	mips_01_05_01	"pectate lyase-like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At3g59010	mips_01_05_01	"pectinesterase precursor-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g60130	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_02_01
	at_At3g60140	mips_01_05_01	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At3g61490 -	mips_01_20_99	"putative protein"
	at_At3g62170	mips_01_05_01	"PECTINESTERASE-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g62740	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_05_01_01_02
	at_At4g00080	mips_01_05_99	"putative protein"
			mips_30_01
			mips_40_01
	at_At4g01890	mips_01_05_01	"putative polygalacturonidase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At4g02320	mips_01_05_99	"pectinesterase - like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At4g02330	mips_01_05_99	"putative protein"
			mips_40_01
	at_At1g12240	mips_01_05_01_01_01	"beta-fructosidase like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At4g18180	mips_01_05_01_01_01	"polygalacturonase-like protein"
			mips_30_01
	at_At4g23500	mips_01_05_01_01_01	"putative protein"
			mips_01_20_99
	at_At4g25250	mips_01_05_99	"putative protein"
			mips_30_01
			mips_40_01
	at_At4g25260	mips_01_05_99	"putative protein"
			mips_11_01
			mips_29
			mips_30_01
			mips_40_01
	at_At4g26140	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At4g27830	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_11_05_03
	at_At4g35010	mips_01_05_01_01_01	"beta-galactosidase - like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g36360	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g09760	mips_01_05_99	"pectin methylesterase - like protein"
			mips_01_20_01
			mips_40_01
	at_At5g15110	mips_01_05_01_01_01	"pectate lyase -like protein"
	at_At5g18990	mips_01_05_99	"pectin methyl esterase -like protein"
			mips_01_20_01
			mips_40_01
	at_At5g19730	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At5g20740	mips_01_05_99	"ripening-related protein - like"
			mips_40_01
	at_At5g24550	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26000 -	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26810	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At5g27870	mips_01_05_99	"pectin methyl-esterase - like protein"
			mips_40_01
	at_At5g38930	mips_01_05_01	"germin - like protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_30_01
	at_At5g39100	mips_01_05_01_01_03	"germin-like protein (GLP6)"
			mips_02_13
			mips_30_01
	at_At5g39110	mips_01_05_01_01_03	"germin -like protein"
			mips_02_13
	at_At5g39150	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
	at_At5g41870	mips_01_05_01	"polygalacturonase-like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g44830	mips_01_05_01_01	"polygalacturonase-like protein"
			mips_01_05_01_01_01
	at_At5g44840	mips_01_05_01_01_01	"polygalacturonase"
	at_At5g51490	mips_01_05_01	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g55590	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_40_01
	at_At5g56870	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64740.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g61750	mips_01_05	"germin-like protein - like"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_05
			mips_30
	at_At5g63180	mips_01_05_01_01_01	"pectate lyase"
	at_At5g63800	mips_01_05_01	"beta-galactosidase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g63810	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64746.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g64640	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At5g04960	mips_01_05_01_01	"pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At5g07410	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_01_20_01
			mips_40_01
	at_At5g07430	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_30_01
			mips_40_01
	at_At1g53830	mips_01_05_99	"putative protein"
			mips_40_01
	at_At5g08380	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g47500	mips_01_05_99	"pectin methylesterase-like"
			mips_30_01
			mips_40_01
	at_At5g54570 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	Training Accuracy: 114/122 (93.44%)
	Training Frequency class 'mips_01_05': 654/5270 (12.41%)

	Evaluation on validation data (2658 items):
	at_At1g18980	mips_01_05_01_01	"unknown protein"
			mips_01_05_01_01_03
			mips_02_13
	at_At1g31740	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At1g47600	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g53070 -	mips_10_01	"protein kinase, putative"
			mips_10_01_01
			mips_10_05
	at_At1g55770	mips_01_05_99	"hypothetical protein"
			mips_40_01
	at_At1g60260	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
			mips_40_02
	at_At1g60270 -	mips_01_20_01	""
			mips_01_20_01_07
	at_At1g62770	mips_01_05_99	"unknown protein"
			mips_40_01
	at_At1g05660	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g78400	mips_01_05_01_01_01	"similar to exopolygalacturonase precursor sp|Q00293|PGLX_ASPTU"
			mips_30_01
	at_At1g80170	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g09560	mips_02	"germin-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_01
			mips_11_05
			mips_30_01
	at_At1g10770	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At1g11370	mips_01_05_99	"similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
			mips_30_01
			mips_40_01
	at_At1g11580	mips_01_05_01_01	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At2g15460	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_30_01
	at_At2g25630	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At2g26440	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g26450	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g33160	mips_01	"putative polygalacturonase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
			mips_30_01
			mips_99
	at_At2g40310	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g41850	mips_01_05	"polygalacturonase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
			mips_30_01
	at_At2g43050	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At2g43860	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At2g43870	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At2g43890	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g52600	mips_01_05_01_03	"beta-fructofuranosidase"
			mips_01_05_01_03_02
			mips_40_27
	at_At3g62020	mips_01_05_01_01_03	"germin-like protein (GLP10)"
			mips_02_13
	at_At3g62110	mips_01_05_01_01_01	"unknown protein"
			mips_01_20_99
	at_At3g14040	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g27980	mips_01_05	"pectin methylesterase, putative"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20_01
			mips_30
			mips_40_01
	at_At3g45940	mips_01_05_01_01_02	"putative protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g47400	mips_01_05_01	"pectinesterase-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g03930	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g12390	mips_01_05_99	"unknown protein"
	at_At4g15980	mips_01_05_99	"pectinesterase like protein"
			mips_30_01
			mips_40_01
	at_At4g22100 -	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g23820	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
			mips_30_01
	at_At4g27820	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At4g33220	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At4g33440	mips_01_05	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
			mips_30
			mips_30_01
	at_At5g04310	mips_01_05_01_01_01	"pectate lyase-like protein"
			mips_30_01
	at_At5g08370	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g09280	mips_01_05_01_01_01	"major pollen allergen-like protein"
	at_At5g14650	mips_01_05_01_01	"polygalacturonase - like protein"
			mips_01_05_01_01_01
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g25980 -	mips_01_20_01	"myrosinase TGG2"
			mips_01_20_01_07
	at_At5g36890	mips_01_05_01_01_01	"beta-glucosidase -like protein"
			mips_01_05_01_01_02
			mips_02_01
	at_At5g39120	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
			mips_30_01
	at_At5g39130	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
	at_At5g49180	mips_01_05_99	"pectin methylesterase"
			mips_40_01
	at_At5g55720	mips_01_05_01_01_01	"pectate lyase"
			mips_30_01
	at_At5g62340	mips_01_05_99	"putative protein"
			mips_40_01
	at_At5g62350	mips_01_05_99	"ripening-related protein-like; contains similarity to pectinesterase (MMI9.18)"
			mips_40_01
	at_At5g01930	mips_01	"(1-4)-beta-mannan endohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	Validation Accuracy: 52/56 (92.86%)
	Validation Frequency class 'mips_01_05': 289/2658 (10.87%)

	Evaluation on propertest data (4472 items):
	at_At1g02850 -	mips_01_20_01	"Similar to beta-glucosidases (At1g02850)"
			mips_01_20_01_07
	at_At1g23200	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At1g45130 -	mips_01_20_01	"putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g48020	mips_01_05	"protein phosphatase-2C, putative"
			mips_01_05_01
			mips_01_05_99
			mips_11
			mips_11_01
			mips_29
			mips_30
			mips_30_01
			mips_40_01
	at_At1g51490	mips_01_05_01_01	"cyanogenic beta-glucosidase, putative"
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g53840	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At1g55120	mips_01_05_01_03	"beta-fructofuranosidase (AtFruct5)"
			mips_01_05_01_03_02
	at_At1g56710	mips_01_05_01	"polygalacturonase, putative"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g62660	mips_01_05_01_01_01	"putative beta-fructosidase (At1g62660)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At1g05310	mips_01_05_99	"putative pectin methylesterase"
			mips_01_20_01
			mips_40_01
	at_At1g66270 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66280	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g74820	mips_01_05_01_01	"germin-like protein"
			mips_01_05_01_01_03
			mips_02_13
	at_At1g77410	mips_01_05_01_01_01	""
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g80140	mips_01_05_01_01_01	""
	at_At1g09010	mips_01_05_01_01_01	"putative Bos beta-mannosidase"
			mips_06_07_02
			mips_06_07_02_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_25
	at_At1g14420	mips_01_05_01_01	"hypothetical protein"
	at_At1g02310	mips_01_05_01_01	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At2g18540 -	mips_13_07	"putative vicilin storage protein (globulin-like)"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_06
			mips_63_07
			mips_65
	at_At2g26620	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g43880	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g44470	mips_01_05_01_01_02	"putative beta-glucosidase"
	at_At2g45220	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At2g47030	mips_01_05_99	"putative pectinesterase"
			mips_30_01
			mips_40_01
	at_At2g47040	mips_01_05_01	"putative pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At2g47670	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g36700	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g36710	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At3g03640 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g04150	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g04170	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g04180	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g04190	mips_02	"germin-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_01
			mips_11_05
			mips_30_01
	at_At3g04200	mips_01	"germin-like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
	at_At3g05610	mips_01_05_01	"putative pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g05620	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At3g05930	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	at_At3g05950	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
			mips_30_01
	at_At3g06510	mips_01_05_01_01_01	"beta glucosidase like protein"
			mips_01_05_01_01_02
			mips_40_34
	at_At3g07830	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g07970	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g10710	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g14310	mips_01_05_99	"pectin methylesterase like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g15720	mips_01_05_01_01_01	"polygalacturonase - like predicted GPI-anchored protein"
	at_At3g18070	mips_01_05_01_01_02	"beta-glucosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g26380	mips_01_05	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_40_25
	at_At3g42160	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_40_01
	at_At3g43270	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g52840	mips_01	"beta-galactosidase precursor - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30
			mips_30_01
			mips_40
			mips_40_01
			mips_40_25
	at_At3g55140	mips_01_05_01_01_01	"pectate lyase -like protein"
	at_At3g57790	mips_01_05_01_01_01	"putative protein"
			mips_30_01
	at_At3g59850	mips_01_05	"polygalacturonase-like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
	at_At3g60120	mips_01_05_01_01_02	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g60730	mips_01_05_01	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_40_01
	at_At3g62750	mips_01_05	"beta-glucosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_40_02
	at_At3g01270	mips_01_05_01	"putative pectate lyase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At3g17060	mips_01_05_99	"pectinesterase, putative"
			mips_40_01
	at_At3g24130	mips_01_05_99	"pectinesterase, putative"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g56310	mips_01_05	"alpha-galactosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_30_01
			mips_40_25
	at_At3g62820	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_05_99
			mips_11
			mips_11_01
			mips_29
			mips_30
			mips_30_01
			mips_40_01
	at_At4g13210	mips_01_05_01_01_01	"pectate lyase like protein"
	at_At4g13710	mips_01_05	"putative pectate lyase A11"
			mips_01_05_01_01
			mips_30
	at_At4g13760	mips_01_05	"putative polygalacturonase"
			mips_01_05_01_01
			mips_30
	at_At4g14630	mips_02	"germin precursor oxalate oxidase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
	at_At4g21760	mips_01_05	"beta-glucosidase -like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At4g32380	mips_01_05_99	"putative protein"
	at_At4g33840 -	mips_40_01	"putative protein"
	at_At4g00190	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g02300	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At4g02980 -	mips_03_99	"auxin-binding protein 1 precursor"
			mips_20_20
			mips_20_20_18
	at_At5g07420	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_40_01
	at_At5g11920	mips_01_05_01_01_01	"fructosidase like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At5g17200	mips_01_05_01_01	"polygalacturonase-like protein"
	at_At5g17500	mips_01_05_01_01_01	"putative protein"
	at_At5g20630	mips_01_05_01_01_03	"germin-like protein (GLP3b)"
			mips_25_03
			mips_30_01
	at_At5g24540	mips_01_05	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g26700	mips_01	"nectarin - like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
			mips_98
	at_At5g28510	mips_01_05	"thioglucosidase (myrosinase) - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g38910	mips_02	"germin - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
	at_At5g38940	mips_01_05_01_01_03	"germin - like protein"
			mips_30_01
	at_At5g38960	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
			mips_30_01
	at_At5g39160	mips_01_05_01_01_03	"germin-like protein (GLP2a) copy1"
			mips_02_13
			mips_30_01
	at_At5g39180	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
			mips_30_01
	at_At5g39190	mips_02	"germin-like protein (GLP2a) copy2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_01
			mips_11_05
			mips_30_01
	at_At5g39910	mips_01_05_01_01_01	"polygalacturonase-like protein"
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g48900	mips_01_05_01_01_01	"pectate lyase"
	at_At5g51500	mips_01_05_99	"pectinesterase"
			mips_30_01
			mips_40_01
	at_At5g51520	mips_01_05_01_03_02	"ripening-related protein-like"
			mips_01_05_99
	at_At5g53370	mips_01_05	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_40_01
	at_At5g63080 -	mips_63_17	"unknown protein"
			mips_63_17_09
	at_At5g20860	mips_01_05	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_30
			mips_40_01
	at_At5g61680	mips_01_05_99	"pectin methyl-esterase - like protein"
			mips_40_01
	Propertest Accuracy: 85/93 (91.40%)
	Propertest Frequency class 'mips_01_05': 506/4472 (11.31%)

	New (unknown) data (2658 items):
	at_At1g02550 -	no entry	null
	at_At1g02790 -	no entry	null
	at_At1g02810 -	no entry	null
	at_At1g47960 -	no entry	null
	at_At1g53060 -	no entry	null
	at_At1g54620 -	no entry	null
	at_At1g60760 -	no entry	null
	at_At3g17150 -	no entry	null
	at_At1g07750 -	mips_65	"globulin like protein"
	at_At1g09360 -	no entry	null
	at_At2g39920 -	mips_65	"unknown protein"
	at_At3g09190 -	no entry	null
	at_At3g10890 -	no entry	null
	at_At3g27400 -	no entry	null
	at_At3g49170 -	no entry	null
	at_At4g02250 -	no entry	null
	at_At4g22080 -	no entry	null
	at_At4g29270 -	mips_65	"acid phosphatase-like protein"
	at_At5g01090 -	no entry	null
	at_At5g24770 -	mips_65	"vegetative storage protein Vsp2"
	at_At5g38610 -	no entry	null
	at_At5g46980 -	no entry	null
	at_At5g46990 -	no entry	null
	at_At5g48140 -	no entry	null
	at_At5g62360 -	no entry	null
	at_At5g67540 -	no entry	null
	at_At1g23350 -	no entry	null
	at_At1g48010 -	no entry	null
	at_At1g04040 -	mips_65	"unknown protein"
	at_At1g07460 -	no entry	null
	at_At2g38600 -	mips_65	"putative acid phosphatase"
	at_At3g54080 -	no entry	null
	at_At3g26140 -	no entry	null
	at_At3g30540 -	no entry	null
	at_At3g49330 -	no entry	null
	at_At3g10900 -	no entry	null
	at_At3g22640 -	mips_65	"unknown protein"
	at_At4g25150 -	mips_65	"acid phosphatase - like protein"
	at_At4g29260 -	mips_65	"acid phosphatase-like protein"
	at_At4g35670 -	no entry	null
	at_At5g03350 -	no entry	null
	at_At5g27530 -	no entry	null
	at_At5g44020 -	mips_65	"vegetative storage protein-like"
	at_At5g51260 -	mips_65	"acid phosphatase"
	at_At5g61250 -	no entry	null
	at_At1g53080 -	no entry	null
	at_At1g67750 -	no entry	null
	at_At1g70540 -	no entry	null
	at_At1g11360 -	no entry	null
	at_At3g12880 -	no entry	null
	at_At3g26130 -	no entry	null
	at_At3g57510 -	no entry	null
	at_At3g09540 -	no entry	null
	at_At3g16530 -	no entry	null
	at_At3g17220 -	no entry	null
	at_At4g28320 -	no entry	null
	at_At4g36700 -	mips_65	"globulin-like protein"
	at_At5g16580 -	no entry	null
	at_At5g24370 -	no entry	null
	at_At5g24780 -	mips_65	"vegetative storage protein Vsp1"
			mips_98
	at_At5g50030 -	no entry	null
	at_At5g64620 -	no entry	null
	at_At5g66460 -	no entry	null


------------------
Rule 5690
	eval(_1,_2,0.0-9.0e-25),classification(_2,malpighiales) = 0
	eval(_1,_2,9.0e-25-8.0e-10),species(_2,haemophilus_influenzae),desc(_2,homolog) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,papilionoideae),keyword(_2,signal) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,phaseolus),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),db_ref(_2,prints) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,bacillales) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5270 items):
	at_At1g14720	mips_01_05_99	"xyloglucan endo-transglycosylase, putative"
			mips_40_01
	at_At1g26560	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g03310	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At1g52400	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g60090 -	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_At1g72990 -	mips_40_01	"unknown protein (At1g72990)"
			mips_40_25
	at_At1g76130	mips_01_05_01_01_01	"unknown protein"
			mips_02_05
			mips_02_16
			mips_02_19
			mips_02_22
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g01850	mips_01_05_99	"putative xyloglucan-specific glucanase"
			mips_40_01
	at_At2g06850	mips_01_05_99	"putative endoxyloglucan glycosyltransferase"
			mips_40_01
	at_At2g14620	mips_01	"putative endoxyloglucan glycosyltransferase"
			mips_01_05
			mips_01_05_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At2g20680	mips_01_05_01_01_01	"(1-4)-beta-mannan endohydrolase"
			mips_40_25
	at_At2g32810	mips_01_05_01_01_01	"putative beta-galactosidase (BGAL9)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At2g36190	mips_01_05_01_01_01	"beta-fructofuranosidase like protein (invertase)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At1g10550	mips_01_05_99	"endoxyloglucan transferase like protein"
			mips_30_01
			mips_40_01
	at_At2g44490	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g13784	mips_01_05_01_01	"beta-fructofuranosidase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03_02
			mips_40_27
	at_At3g13790	mips_01_05_01_01_01	"putative beta-fructofuranosidase 1"
			mips_01_05_01_03_02
			mips_40_27
	at_At3g18080	mips_01	"beta-glucosidase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At3g23640	mips_01_05_01_01_02	"alpha glucosidase like protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g23730	mips_01_05_99	"xyloglucan endotransglycosylase, putative"
			mips_40_01
	at_At3g25050	mips_01_05_99	"endoxyloglucan transferase, putative"
			mips_40_01
	at_At3g48580	mips_01_05_99	"endoxyloglucan transferase-like protein"
			mips_40_01
	at_At3g60130	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_02_01
	at_At3g62740	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_05_01_01_02
	at_At1g12240	mips_01_05_01_01_01	"beta-fructosidase like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At4g13090	mips_01_05_99	"endoxyloglucan transferase-like protein"
			mips_40_01
	at_At4g14130	mips_01_05_99	"xyloglucan endotransglycosylase-related protein XTR-7"
			mips_40_01
	at_At4g25810	mips_01_05_01	"xyloglucan endo-1,4-beta-D-glucanase (XTR-6)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g26140	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At4g27830	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_11_05_03
	at_At4g30270	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase precursor"
			mips_40_01
	at_At4g35010	mips_01_05_01_01_01	"beta-galactosidase - like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g36360	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g11720	mips_01_05_01_01_02	"alpha-glucosidase 1"
			mips_02_01
			mips_02_19
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At5g13870	mips_01_05_01	"endoxyloglucan transferase (dbj|BAA81669.1)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g48070	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_01
	at_At5g56870	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64740.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g57540	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	at_At5g63800	mips_01_05_01	"beta-galactosidase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g63810	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64746.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g03650	mips_01_05_01_01_01	"1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
	at_At5g54570 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	Training Accuracy: 41/44 (93.18%)
	Training Frequency class 'mips_01_05': 654/5270 (12.41%)

	Evaluation on validation data (2658 items):
	at_At1g31740	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At1g60260	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
			mips_40_02
	at_At1g60270 -	mips_01_20_01	""
			mips_01_20_01_07
	at_At1g65310	mips_01_05_99	"putative protein"
			mips_40_01
	at_At2g18800	mips_01_05_99	"putative xyloglucan endo-transglycosylase"
			mips_40_01
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g52600	mips_01_05_01_03	"beta-fructofuranosidase"
			mips_01_05_01_03_02
			mips_40_27
	at_At4g18990	mips_01_05_99	"xyloglucan endo-transglycosylase - like protein"
			mips_30_01
			mips_40_01
	at_At4g22100 -	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g27820	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At4g30290	mips_01	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g01930	mips_01	"(1-4)-beta-mannan endohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	Validation Accuracy: 11/13 (84.62%)
	Validation Frequency class 'mips_01_05': 289/2658 (10.87%)

	Evaluation on propertest data (4472 items):
	at_At1g02850 -	mips_01_20_01	"Similar to beta-glucosidases (At1g02850)"
			mips_01_20_01_07
	at_At1g32170	mips_01_05_99	"endoxyloglucan transferase"
			mips_30_01
			mips_40_01
	at_At1g45130 -	mips_01_20_01	"putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g55120	mips_01_05_01_03	"beta-fructofuranosidase (AtFruct5)"
			mips_01_05_01_03_02
	at_At1g62660	mips_01_05_01_01_01	"putative beta-fructosidase (At1g62660)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At1g66270 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66280	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g68560	mips_01_05_01_01_02	"alpha-xylosidase precursor"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At1g77410	mips_01_05_01_01_01	""
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g09010	mips_01_05_01_01_01	"putative Bos beta-mannosidase"
			mips_06_07_02
			mips_06_07_02_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_25
	at_At1g02310	mips_01_05_01_01	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At2g36390	mips_01_05_01_03	"starch branching enzyme class II (sbe2-1)"
			mips_01_05_01_03_02
			mips_02_19
	at_At2g36870	mips_01_05_99	"putative xyloglucan endo-transglycosylase"
			mips_30_01
			mips_40_01
	at_At2g39930	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At3g03640 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g06510	mips_01_05_01_01_01	"beta glucosidase like protein"
			mips_01_05_01_01_02
			mips_40_34
	at_At3g20440	mips_01	"1,4-alpha-glucan branching enzyme, putative"
			mips_01_01_07
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_10
	at_At3g44990	mips_01_05_99	"xyloglucan endo-transglycosylase"
			mips_40_01
	at_At3g52840	mips_01	"beta-galactosidase precursor - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30
			mips_30_01
			mips_40
			mips_40_01
			mips_40_25
	at_At3g62750	mips_01_05	"beta-glucosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_40_02
	at_At4g09020	mips_01_05_01_01_01	"isoamylase-like protein"
			mips_02_19
	at_At4g13080	mips_01_05_99	"endoxyloglucan transferase-like protein"
			mips_40_01
	at_At4g25000	mips_01_05	"alpha-amylase like protein"
			mips_01_05_01_01
			mips_02_19
	at_At4g25820	mips_01_05_99	"putative xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_01
	at_At4g28850	mips_01_05_99	"xyloglucan endotransglycosylase - like protein"
			mips_40_01
	at_At4g33830 -	mips_40_01	"putative protein"
	at_At4g33840 -	mips_40_01	"putative protein"
	at_At4g02070 -	mips_03_01_05_01	"G/T DNA mismatch repair enzyme"
			mips_63_03_01
	at_At4g03210	mips_01_05_99	"putative xyloglucan endotransglycosylase"
			mips_40_01
	at_At4g30280	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_30_01
			mips_40_01
	at_At4g37800	mips_01_05_99	"endo-xyloglucan transferase - like protein"
			mips_40_01
	at_At5g11920	mips_01_05_01_01_01	"fructosidase like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At5g17500	mips_01_05_01_01_01	"putative protein"
	at_At5g28510	mips_01_05	"thioglucosidase (myrosinase) - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g57530	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	at_At5g57550	mips_01_05_99	"endoxyloglucan transferase (gb|AAD45127.1)"
			mips_30_01
			mips_40_01
	at_At5g57560	mips_01_05_99	"TCH4 protein (gb|AAA92363.1)"
			mips_40_01
	at_At5g65730	mips_01_05_99	"xyloglucan endo-transglycosylase-like protein"
			mips_30_01
			mips_40_01
	at_At5g04360	mips_01_05_01_01_01	"pullulanase-like protein (starch debranching enzyme)"
			mips_02_19
	Propertest Accuracy: 32/39 (82.05%)
	Propertest Frequency class 'mips_01_05': 506/4472 (11.31%)

	New (unknown) data (2658 items):
	at_At3g10890 -	no entry	null
	at_At5g67540 -	no entry	null
	at_At3g26140 -	no entry	null
	at_At3g30540 -	no entry	null
	at_At3g10900 -	no entry	null
	at_At5g61250 -	no entry	null
	at_At3g26130 -	no entry	null
	at_At4g28320 -	no entry	null
	at_At5g66460 -	no entry	null


------------------
Rule 5041
	eval(_1,_2,8.0e-10-2.0e-5),species(_2,arabidopsis_thaliana__mouse_ear_cress_) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,trichocomaceae),keyword(_2,transferase) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pseudomonas),keyword(_2,complete_proteome) = 0
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5270 items):
	at_At1g16980	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g32900	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_01_03_04
			mips_02_19
			mips_30_34
			mips_30_34_07
			mips_40_30
	at_At1g52420	mips_01_05_01_03_02	"glycosyl transferase, putative"
			mips_06_07_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_99
			mips_40_30
			mips_40_34
			mips_40_34_09
	at_At1g60140	mips_01_05_04	""
			mips_02_19
	at_At1g70290	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g73370	mips_01_05_01_03	""
			mips_01_05_01_03_02
			mips_01_05_04
			mips_01_05_99
			mips_02_19
	at_At1g76550 -	mips_02_01	"putative pyrophosphate-dependent phosphofructokinase alpha subunit"
	at_At1g78800	mips_01_05_01_03	"hypothetical protein"
			mips_01_06_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_40_30
	at_At1g79550	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	at_At2g43180	mips_02	"putative carboxyphosphonoenolpyruvate mutase"
			mips_01_05_01
			mips_01_20
			mips_02_01
			mips_02_22
	at_At3g12780	mips_01_05_01_01_01	"phosphoglycerate kinase like protein"
			mips_02_01
	at_At3g15940	mips_02	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_99
			mips_02_11
			mips_02_19
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
	at_At3g43190	mips_02	"sucrose synthase like protein"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_07
			mips_40_34
			mips_40_34_09
	at_At4g10120	mips_01_05_01_03_02	"sucrose-phosphate synthase - like protein"
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30_34
			mips_30_34_07
			mips_40_30
	at_At4g26270	mips_01_05_04	"putative pyrophosphate-dependent phosphofructo-1-kinase"
			mips_02_01
			mips_02_01_03
	at_At4g26390	mips_02	"pyruvate kinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_40_03
	at_At4g29220 -	mips_02_01	"pyrophosphate-dependent phosphofructo-1-kinase-like protein"
	at_At5g11110	mips_01	"sucrose-phosphate synthase -like protein"
			mips_01_05
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30
			mips_30_34
			mips_30_34_07
			mips_98
	at_At5g20830	mips_01_05_01_03_02	"sucrose-UDP glucosyltransferase"
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30_34
			mips_30_34_07
	at_At5g49190	mips_01_05_04	"sucrose synthase"
			mips_01_05_99
			mips_02_19
	at_At5g56350	mips_02	"pyruvate kinase"
			mips_01_05_01_01
			mips_02_01
	at_At5g56630	mips_01_05_04	"pyrophosphate-dependent phosphofructo-1-kinase-like protein"
			mips_02_01
	at_At5g61580	mips_01_05_04	"pyrophosphate-dependent phosphofructo-1-kinase - like protein"
			mips_02_01
			mips_02_01_03
	at_At5g47810	mips_02	"pyrophosphate-fructose-6-phosphate 1-phosphotransferase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_04
			mips_02_01
			mips_40_03
	Training Accuracy: 22/24 (91.67%)
	Training Frequency class 'mips_01_05': 654/5270 (12.41%)

	Evaluation on validation data (2658 items):
	at_At1g19920 -	mips_01_02	"ATP sulfurylase"
			mips_01_02_01
			mips_01_02_99
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_01
			mips_01_03_01_01_03
			mips_01_03_01_01_99
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_01
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_07_03
			mips_01_03_10
			mips_25_05_10
			mips_25_05_17
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
	at_At1g68020	mips_02	"putative trehalose-6-phosphate synthase"
			mips_01_05_01
			mips_01_05_04
			mips_02_19
			mips_11_01
	at_At1g04920	mips_01_05_01_03	"sucrose-phosphate synthase, putative"
			mips_01_05_99
			mips_02_11
			mips_02_19
			mips_30_34
	at_At1g75420	mips_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_06_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_07
			mips_40_16
			mips_40_34
			mips_40_34_09
	at_At1g06410	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g16570	mips_01_05_01	"Putative glycosyl transferase"
			mips_05
			mips_06_07_02
			mips_30_27
			mips_40_07
	at_At1g20950	mips_01_05_04	"putative pyrophosphate-dependent phosphofructokinase alpha subunit"
			mips_02_01
	at_At1g32440 -	mips_02_01	"putative pyruvate kinase, plastid isozyme (At1g32440)"
	at_At2g18700	mips_01_05_04	"putative trehalose-6-phosphate synthase"
			mips_02_19
	at_At2g46110 -	mips_01_07_01	"3-methyl-2-oxobutanoate hydroxy-methyl-transferase"
	at_At3g55810	mips_02	"pyruvate kinase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
	at_At3g25960 -	mips_02_01	"putative pyruvate kinase"
	at_At3g10630	mips_01_05_99	"unknown protein"
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_40_34
			mips_40_34_09
	at_At3g22890 -	mips_01_02_01	"ATP sulfurylase, putative"
			mips_01_02_01_11
			mips_01_03_01
			mips_01_03_01_03
			mips_25_05_10
			mips_25_05_17
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g27550	mips_01_05_04	"trehalose-6-phosphate synthase - like protein"
			mips_02_19
	at_At4g32840 -	mips_02_01	"putative pyrophosphate--fructose-6-phosphate 1-phosphotransferase"
	at_At5g63680 -	mips_02_01	"pyruvate kinase"
	Validation Accuracy: 10/17 (58.82%)
	Validation Frequency class 'mips_01_05': 289/2658 (10.87%)

	Evaluation on propertest data (4472 items):
	at_At1g19710 -	mips_14_04_01	"hypothetical protein"
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_40_34
			mips_40_34_09
	at_At1g23870	mips_02	"trehalose 6-phosphate synthase, putative"
			mips_01_05_01
			mips_01_05_04
			mips_02_19
			mips_11_01
			mips_40_16
	at_At1g73160 -	mips_14_04_01	"putative glycosyl transferase"
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
	at_At1g77060 -	mips_02_01	"carboxyphosphonoenolpyruvate mutase like protein"
			mips_02_22
	at_At1g12000	mips_01_05_04	"putative pyrophosphate-fructose-6-phosphate 1-phosphotransferase"
			mips_02_01
	at_At2g22480	mips_01_05_01_01	"pyrophosphate--fructose-6-phosphate 1-phosphotransferase like protein"
			mips_01_05_04
			mips_02_01
	at_At2g36580 -	mips_02_01	"pyruvate kinase like protein"
	at_At3g04050	mips_01_05_01_01	"putative pyruvate kinase"
			mips_02_01
	at_At3g45100	mips_01_05_01	"n-acetylglucosaminyl-phosphatidylinositol-like protein"
			mips_01_05_01_03
			mips_01_06
			mips_01_06_01
			mips_06_07
			mips_30_01
			mips_30_34
			mips_40_07
			mips_40_16
			mips_40_30
	at_At3g61530 -	mips_01_07	"3-methyl-2-oxobutanoate hydroxy-methyl-transferase-like protein"
			mips_01_07_01
			mips_30_01
	at_At3g49160	mips_02	"pyruvate kinase -like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At3g55650	mips_01_05	"pyruvate kinase - like protein"
			mips_01_05_01_01
			mips_02_01
	at_At4g14680 -	mips_01_02	"ATP-sulfurylase"
			mips_01_02_01
			mips_01_02_01_11
			mips_01_03_01
			mips_01_03_01_03
			mips_25_05_10
			mips_25_05_17
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g02280	mips_01_05_01_03_02	"putative sucrose synthetase"
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30_34
			mips_30_34_07
	at_At4g04040	mips_01_05_04	"putative phosphofructokinase beta subunit"
			mips_02_01
			mips_02_01_03
	at_At5g20280	mips_01_05	"sucrose-phosphate synthase-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30
			mips_30_34
			mips_30_34_07
			mips_40_30
	at_At5g37180	mips_01_05_01_03	"sucrose synthase-like protein"
			mips_01_05_99
			mips_01_06_01
			mips_02_19
			mips_40_30
	at_At5g43780 -	mips_01_02_01	"ATP sulfurylase precursor (gb|AAD26634.1)"
			mips_01_02_01_11
			mips_01_03_01
			mips_01_03_01_03
			mips_03
			mips_03_01
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_30
			mips_30_26
			mips_30_26_03
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At5g52920 -	mips_02_01	"pyruvate kinase"
	at_At5g59070	mips_01_05_01_03	"hexosyltransferase - like protein"
			mips_01_05_01_03_02
			mips_01_06_01
			mips_02_11
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_07
			mips_40_30
			mips_40_34
			mips_40_34_09
	Propertest Accuracy: 12/20 (60.00%)
	Propertest Frequency class 'mips_01_05': 506/4472 (11.31%)

	New (unknown) data (2658 items):
	at_At1g56190 -	no entry	null
	at_At5g04480 -	no entry	null
	at_At4g24080 -	no entry	null


------------------
Rule 5588
	eval(_1,_2,0.0-9.0e-25),classification(_2,maloideae) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,pisum),keyword(_2,oxidoreductase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5270 items):
	at_At1g04420 -	mips_02_16	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
	at_At1g04690	mips_01	"putative K+ channel, beta subunit"
			mips_01_05
			mips_02_16
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02
			mips_62_02_99
			mips_67
			mips_67_01
			mips_67_04
	at_At1g60680	mips_01_05_01_01_01	""
			mips_02_16
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_62
			mips_62_02
			mips_62_02_99
			mips_67_01
			mips_67_04
	at_At1g60730	mips_01_05_01_01_01	"unknown protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	at_At1g06690	mips_01_05	"unknown protein"
			mips_01_05_07
			mips_01_06
			mips_02_16
			mips_20_03
			mips_67
			mips_67_07
			mips_67_15
	at_At2g21250	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
	at_At2g37760	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g37770	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_01_06
			mips_01_06_04
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g10810	mips_01_05_01_01_01	"putative auxin-induced protein"
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50_25
	at_At5g01670	mips_01_05_07	"aldose reductase-like protein"
			mips_01_05_99
			mips_01_06
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	Training Accuracy: 9/10 (90.00%)
	Training Frequency class 'mips_01_05': 654/5270 (12.41%)

	Evaluation on validation data (2658 items):
	at_At1g59960	mips_01_05_07	"putative protein"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g60690	mips_01_05_01_01_01	""
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At1g60750	mips_01_05_01_01_01	""
			mips_02_01
			mips_02_16
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_63_19_03
			mips_67_01
			mips_67_50
			mips_67_50_25
	at_At1g15710 -	mips_01_01_01_15	"arogenate dehydrogenase isoform 2"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At2g21260	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	at_At3g53880	mips_01_05_07	"reductase-like protein"
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At4g33670 -	mips_13_01	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
			mips_67_15
	at_At5g53580	mips_01_05_07	"aldo/keto reductase-like protein"
			mips_01_06_04
			mips_02_01
			mips_02_16
			mips_20_03
			mips_67_07
	Validation Accuracy: 6/8 (75.00%)
	Validation Frequency class 'mips_01_05': 289/2658 (10.87%)

	Evaluation on propertest data (4472 items):
	at_At1g59950	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_07
			mips_01_06
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g60710	mips_01_05_01_01_01	"unknown protein"
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62
			mips_62_02
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At2g27680 -	mips_08_19	"unknown protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_13_01_01_99
			mips_40_30
			mips_62_02_99
			mips_63_19_03
			mips_67_01
			mips_67_50_25
	at_At2g37790	mips_01_05_01_01_01	"putative alcohol dehydrogenase"
			mips_01_05_07
			mips_01_06_04
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_15
	at_At5g62420	mips_01_05_07	"aldose reductase-like protein"
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	Propertest Accuracy: 4/5 (80.00%)
	Propertest Frequency class 'mips_01_05': 506/4472 (11.31%)

	New (unknown) data (2658 items):


------------------
Rule 6261
	eval(_1,_2,4.0e-3-0.1),classification(_2,canis),keyword(_2,transmembrane) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,spirochaetes),keyword(_2,transferase) = 0
	eval(_1,_2,8.0e-10-2.0e-5),mol_wt(_2,1574.0-38820.0),keyword(_2,hydrolase) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,gtp_binding),db_ref(_2,mim) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),desc(_2,putative) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,sus_scrofa__pig_),keyword(_2,glycoprotein) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,mollusca),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5270 items):
	at_At1g17650 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At1g19540 -	mips_02_01	"2'-hydroxyisoflavone reductase, putative"
			mips_11_99
	at_At1g20620 -	mips_11_05_01	"unknown protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_01
			mips_40_19
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At1g24470	mips_01_01_01_11	"putative b-keto acyl reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g25460	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g26570	mips_01_05_01_03_02	"UDP-glucose dehydrogenase like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At1g30620	mips_01_03	"UDP-galactose 4-epimerase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
	at_At1g31230 -	mips_01_01	"putative aspartate kinase-homoserine dehydrogenase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At1g32100	mips_01_05_01_01_01	"pinoresinol-lariciresinol reductase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g32480	mips_01_05_01_01_01	"NAD+ dependent isocitrate dehydrogenase subunit 2, putative"
			mips_02_01
			mips_02_10
			mips_14_01_03
	at_At1g03630	mips_01_01	"protochlorophyllide reductase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_At1g36580	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g47290	mips_01	"3-beta-hydroxysteroid dehydrogenase, putative"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_40_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_05
	at_At1g48030 -	mips_01_01	"lipoamide dehydrogenase precursor"
			mips_01_01_01
			mips_02_01
			mips_02_08
			mips_02_10
			mips_02_11
			mips_11_07
			mips_67_15
	at_At1g51720 -	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
	at_At1g54340 -	mips_01_06_04	"NADP specific isocitrate dehydrogenase"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g54870	mips_01	"putative protein (At1g54870)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_16
	at_At1g55510	mips_01_01	"branched-chain alpha-keto acid decarboxylase E1 beta subunit"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
			mips_02_01
			mips_02_10
			mips_40_16
	at_At1g59900	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_16
	at_At1g62180 -	mips_01_01_01_11	"putative adenosine-5'-phosphosulfate reductase"
			mips_01_01_01_11_03
			mips_01_02_01
	at_At1g62610	mips_01_01	"similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g63180	mips_01_03	"uridine diphosphate glucose epimerase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g63380	mips_01_01_01_11	"reductase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At1g64190 -	mips_02_07	"6-phosphogluconate dehydrogenase, putative"
			mips_02_07_01
	at_At1g64440	mips_01_03	"UDP-galactose 4-epimerase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g64710 -	mips_01_20_01	"putative protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g65560 -	mips_02_16	"putative oxido reductase (At1g65560)"
	at_At1g65930 -	mips_01_06_04	"unknown protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g66130	mips_01_05_04	"hypothetical protein"
			mips_01_06_01_01
	at_At1g71170	mips_01_01	"dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_40_16
	at_At1g73250	mips_01_05_01_01_01	"GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g75280	mips_01_03	"putative NADPH oxidoreductase"
			mips_01_05_01_01_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g06820 -	mips_01_03_04	"unknown protein"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_30_26
			mips_30_26_03
			mips_67_15
	at_At1g79750	mips_01_05_01_03	"putative malate oxidoreductase"
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_67_15
	at_At1g80560	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At1g80820	mips_01_03	"cinnamoyl CoA reductase like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g41220 -	mips_01	"ferredoxin-dependent glutamate synthase (GLU2)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_06
			mips_01_06_04
			mips_02_11
			mips_40
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_67
			mips_67_15
	at_At2g45310	mips_01_05_99	"putative nucleotide sugar epimerase"
			mips_02_01
	at_At2g02400	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g07440	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g07450	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g13560	mips_01_05_01_03_03	"malate oxidoreductase (malic enzyme)"
			mips_02_08
			mips_02_10
	at_At2g17130	mips_01_05_01_01_01	"putative NAD+ dependent isocitrate dehydrogenase subunit 2, IDH2"
			mips_02_01
			mips_02_10
			mips_04_99
	at_At2g20360 -	mips_01_06_01_07	"putative NADH-ubiquinone oxireductase"
			mips_01_06_01_07_11
			mips_02_11_05
			mips_30_16
	at_At2g21280	mips_01_03	"unknown protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_03_03_03
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g21890	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At2g22780	mips_01_05_01_03	"putative glyoxysomal malate dehydrogenase precursor"
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At1g09340	mips_01_05_01_01_01	"putative RNA-binding protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09420 -	mips_01_03	"putative Glucose-6-phosphate dehydrogenase (F14J9.8)"
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11_07
	at_At2g29280	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29300	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29310	mips_01_01_10_05	"putative tropinone reductase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29320	mips_01_01_01_11	"tropinone reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At2g29360	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
			mips_67_15
	at_At2g33600	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34460	mips_01_05_01_03_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g37540	mips_01_01_01_11	"putative oxidoreductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At2g43420	mips_01_05_01_01_01	"putative sterol dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At2g44040 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At2g46210 -	mips_01_06_99	"putative fatty acid desaturase/cytochrome b5 fusion protein"
	at_At2g47120	mips_01_01_01_11	"putative alcohol dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At2g47130	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At2g47140	mips_01_01_01	"alcohol dehydrogenase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g47150	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At3g07690	mips_01_05_01_01_01	"putative glycerol-3-phosphate dehydrogenase"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g12790	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_40_16
	at_At3g13450 -	mips_01_01_10	"branched chain alpha-keto acid dehydrogenase E1 beta subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At3g14790	mips_01_05_01_03_01	"dTDP-glucose 4,6-dehydratase, putative"
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g15020	mips_01_05_01_03	"mitochondrial NAD-dependent malate dehydrogenase, putative"
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_40_10_99
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_99
	at_At3g15090 -	mips_01_20_01	"zinc-binding dehydrogenase, putative"
			mips_01_20_01_05
			mips_02_16
	at_At3g23820	mips_01_05_01_01_01	"NAD dependent epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At3g25530 -	mips_01_01_01_15	"putative protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At3g26770	mips_01_01_01_11	"short chain alcohol dehydrogenase like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At3g27300	mips_01_03	"glucose-6-phosphate 1-dehydrogenase, putative"
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
	at_At3g29360	mips_01_05_01_03_02	"UDP-glucose dehydrogenase, putative"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At3g45770 -	mips_02_16	"nuclear receptor binding factor-like protein"
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g46440	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratases-like protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g47350	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g47360	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At3g47520	mips_02	"chloroplast NAD-dependent malate dehydrogenase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_40_03
			mips_40_10_99
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At3g51160	mips_01_05_01_03_02	"GDP-D-mannose-4,6-dehydratase (MUR1)"
			mips_01_05_99
			mips_02_01
	at_At3g51680	mips_01_01_01_11	"short-chain alcohol dehydrogenase-like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g52880 -	mips_01_07_01	"monodehydroascorbate reductase (NADH) - like protein"
			mips_02_08
	at_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g58610 -	mips_01_01	"ketol-acid reductoisomerase"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_40_16
	at_At3g59710	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_05
			mips_01_20_50
	at_At3g59890 -	mips_01_01_01_07	"putative protein"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At4g00110	mips_01_05_01_01_01	"putative nucleotide sugar epimerase"
			mips_01_05_99
			mips_02_01
	at_At4g00560	mips_01_05_01_01_01	"putative dTDP-6-deoxy-L-mannose-dehydrogenase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g01690 -	mips_01_07_01	"protoporphyrinogen oxidase"
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_07
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g09670	mips_01_05_01_01_01	"AX110P like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_99
			mips_01_05_01_03_01
			mips_01_05_01_03_09
			mips_01_05_01_03_99
			mips_01_06_01_01
			mips_11_07_03
			mips_47_03_11
			mips_47_03_11_05
			mips_63_13
			mips_63_13_99
	at_At4g09750	mips_01_05_01_01_09	"putative protein"
			mips_01_05_01_01_11
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g10020	mips_01_01	"putative oxidoreductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g12130 -	mips_40_16	"putative protein"
	at_At4g13010 -	mips_02_16	"unknown protein"
	at_At4g13180	mips_01_01_10_05	"short-chain alcohol dehydrogenase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At4g13250	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At4g13940	mips_01_01	"adenosylhomocysteinase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_07
			mips_01_07_01
			mips_01_20_23
			mips_45
			mips_45_03
			mips_45_03_09
	at_At4g17370	mips_01_05_01_03_09	"putative protein"
			mips_01_06_01_01
			mips_01_20_15
			mips_01_20_15_99
	at_At4g18360 -	mips_01_06_04	"glycolate oxidase - like protein"
			mips_02_13
			mips_40_07
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_67_15
	at_At4g20460	mips_01_05_01_01_01	"UDP-glucose 4-epimerase - like protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g23420	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_67_15
	at_At4g23920	mips_01_03	"UDPglucose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_01
			mips_30_01
	at_At4g30470	mips_01_05_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_10_03
	at_At4g33030	mips_01_05_01_01	"sulfolipid biosynthesis protein SQD1"
			mips_01_05_01_01_01
			mips_01_06_99
			mips_02_01
			mips_06_13_04
			mips_30_02
	at_At4g33360 -	mips_01_06_01	"putative dihydrokaempferol 4-reductase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_07
			mips_40_10_03
	at_At4g34540	mips_01_03	"isoflavone reductase - like protein"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At4g35260 -	mips_02_01	"NAD+ dependent isocitrate dehydrogenase subunit 1"
			mips_02_10
			mips_04_99
	at_At4g35420	mips_01_05_01_01_01	"putative protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_40_10_03
	at_At4g37970	mips_01_05_01_01_03	"cinnamyl alcohol dehydrogenase -like protein, LCADa"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At4g37980	mips_01_05_01_01	"cinnamyl-alcohol dehydrogenase ELI3-1"
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_40_16
			mips_63_09
			mips_63_17_09
			mips_67_15
	at_At4g38540	mips_01_01_10	"monooxygenase 2 (MO2)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_20_33
	at_At4g39230	mips_01_05_01_01_01	"NAD(P)H oxidoreductase, isoflavone reductase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_01
			mips_11_99
	at_At1g12780	mips_01_05_01_03	"uridine diphosphate glucose epimerase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g01330 -	mips_01_01_01_15	"pyruvate decarboxylase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g10050	mips_01_01_01_11	"putative protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At5g11330 -	mips_01_07	"putative protein"
	at_At5g11670	mips_01_05_01_03_03	"NADP dependent malic enzyme - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g11770 -	mips_67_15	"NADH dehydrogenase (ubiquinone)"
	at_At5g13110	mips_01_03	"glucose-6-phosphate 1-dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g14200	mips_01_01	"3-isopropylmalate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_67_15
	at_At5g14700	mips_01_01_01_11	"cinnamoyl CoA reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_02
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At5g14760	mips_01_05	"L-aspartate oxidase -like protein"
			mips_02_10
			mips_02_13
			mips_67
			mips_67_15
	at_At5g17380	mips_01_01_01_15	"2-hydroxyphytanoyl-CoA lyase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_05_01_01_01
			mips_01_06_04
			mips_02_10
			mips_02_16
			mips_02_16_01
			mips_40_19
			mips_40_26
			mips_40_26_03
			mips_63_17_07
			mips_63_21
			mips_63_21_05
			mips_63_21_11
	at_At5g18210	mips_01_01	"Brn1-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At5g19440	mips_01_03	"cinnamyl-alcohol dehydrogenase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g28840	mips_01_05_01_01	"GDP-mannose 3,5-epimerase"
			mips_01_05_01_01_01
			mips_02_01
			mips_40_10_03
	at_At5g39320	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g41670 -	mips_01_07	"6-phosphogluconate dehydrogenase"
			mips_02_07
			mips_02_07_01
			mips_67_15
	at_At5g43330	mips_01_01	"cytosolic malate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_01
			mips_02_01_01
			mips_02_16
			mips_02_16_03
			mips_40_10_99
			mips_40_16
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g50130	mips_01_01	"ribitol dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_01
			mips_14_01_01
			mips_67_15
	at_At5g50600	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50690	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50770	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51030	mips_01_01_01_11	"carbonyl reductase-like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At5g54960 -	mips_01_01_01	"pyruvate decarboxylase (gb|AAB16855.1)"
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g55900	mips_01_05_01_01	"sucrose cleavage protein-like"
			mips_01_05_01_01_01
	at_At5g56720 -	mips_01_01_01_15	"cytosolic malate dehydrogenase"
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At5g58330	mips_01_01	"NADP-dependent malate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At5g59290	mips_01_03	"dTDP-glucose 4-6-dehydratase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g61510	mips_02	"quinone oxidoreductase - like protein"
			mips_01_05_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_40_16
			mips_63_17
			mips_63_17_09
	at_At5g63290 -	mips_01	"oxygen-independent coproporphyrinogen-like protein"
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_06
			mips_40_10
			mips_63_17_09
	at_At5g63910 -	mips_01_20	"unknown protein"
			mips_01_20_17
			mips_01_20_50
			mips_06_13
			mips_40_25
	at_At5g65750	mips_01_05	"2-oxoglutarate dehydrogenase, E1 component"
			mips_01_05_01_01
			mips_02_10
			mips_14_04
			mips_25_05
	at_At5g66760 -	mips_02_10	"succinate dehydrogenase flavoprotein alpha subunit (emb|CAA05025.1)"
			mips_02_13
			mips_02_13_03
			mips_67_15
	at_At5g02540	mips_01_01_01_11	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At5g03290	mips_02	"W25EPL23M/W25EPL23M"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_63_19
	at_At5g03630 -	mips_01_01	"monodehydroascorbate reductase (NADH) - like protein"
			mips_01_07
			mips_01_07_01
			mips_02_08
			mips_02_11
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g08300 -	mips_02_10	"succinyl-CoA-ligase alpha subunit"
	at_At5g08530 -	mips_02_11_05	"NADH dehydrogenase"
	at_At5g15490	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g23250 -	mips_02_10	"succinyl-CoA synthetase, alpha subunit"
	at_At5g40760	mips_01_03	"glucose-6-phosphate dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
			mips_11_01
			mips_11_07
			mips_40_03
	at_At1g01090	mips_01	"pyruvate dehydrogenase E1 alpha subunit"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_06
			mips_06_10
			mips_40
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63
			mips_63_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67
			mips_67_15
	at_At2g29160	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
	at_At2g29170	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	Training Accuracy: 114/159 (71.70%)
	Training Frequency class 'mips_01_05': 654/5270 (12.41%)

	Evaluation on validation data (2658 items):
	at_At1g23740 -	mips_02_16	"putative auxin-induced protein"
			mips_63_21
			mips_63_21_07
	at_At1g24360	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g02000	mips_01_05_01_01_01	"nucleotide sugar epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At1g52340	mips_01_01_01_11	"short chain alcohol dehydrogenase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g57770 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_07
			mips_01_07_01
			mips_02_11
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g60990 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_04
			mips_01_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At1g63000	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
	at_At1g63940 -	mips_01_01	"monodehydroascorbate reductase"
			mips_01_02
			mips_01_02_01
			mips_01_07
			mips_01_07_01
			mips_02_08
			mips_02_11
			mips_02_13
			mips_02_13_01
			mips_67_15
	at_At1g72190 -	mips_01_01_01	"phosphoglycerate dehydrogenase, putative"
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_13_03_01
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67_15
	at_At1g75290	mips_01_03	"NADPH oxidoreductase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g75300	mips_01_03	"NADPH oxidoreductase, putative"
			mips_01_05_01_01_01
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g08200	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g06050 -	mips_02_11	"12-oxophytodienoate-10,11-reductase"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At1g15710 -	mips_01_01_01_15	"arogenate dehydrogenase isoform 2"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At1g15950	mips_01_05_01_03_01	"unknown protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g20630 -	mips_11_07_03	"putative protein"
			mips_11_07_07
			mips_40_19
			mips_43
			mips_43_03
			mips_43_03_07
	at_At1g22430 -	mips_01_20	"Very similar to alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g22440 -	mips_01_20_01	"Very similar to alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At1g53500	mips_01_03	"dTDP-D-glucose 4,6-dehydratase, putative"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g77120 -	mips_01_20_01	"alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At1g11860 -	mips_01_01_01_11	"aminomethyltransferase-like precursor protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10_05
			mips_01_01_10_05_04
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At2g13440 -	mips_03_03_03	"similar to glucose inhibited division protein A from prokaryotes"
	at_At2g19900	mips_02	"malate oxidoreductase (malic enzyme)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_40_03
			mips_40_16
			mips_67
			mips_67_15
	at_At2g21730	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At2g26260	mips_01_05_01_01_01	"3-beta-hydroxysteroid dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_47_03_15
			mips_47_03_15_05
	at_At2g28760	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g29340	mips_01_01_10_05	"tropinone reductase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
			mips_67_15
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g33630	mips_01_05	"putative steroid dehydrogenase"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At2g40690	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase like protein"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_47_03_11
			mips_47_03_11_07
	at_At2g45400	mips_01_05_01_01	"putative flavonol reductase"
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_40_10
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g24190 -	mips_01_20_05	"putative carbonyl reductase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At2g24580 -	mips_01_01_01_11	"putative sarcosine oxidase"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_05
			mips_01_01_10_05
			mips_40_19
			mips_43
			mips_43_03
			mips_43_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At2g34850	mips_01_03	"putative UDP-galactose-4-epimerase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g55310	mips_01_01_01_11	"beta-ketoacyl-ACP reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At3g16950 -	mips_20_07	"dihydrolipoamide dehydrogenase lpd1"
			mips_20_07_05
			mips_20_07_07
			mips_20_25_16_01
			mips_20_25_16_01_03
			mips_20_25_16_01_05
			mips_30_03
			mips_30_16
			mips_35_03_03
			mips_62_01_99
			mips_62_02_99
			mips_63_02
			mips_63_21
			mips_63_21_05
	at_At3g17240	mips_01_01	"lipoamide dehydrogenase precursor"
			mips_01_01_01
			mips_02
			mips_01_05_01
			mips_02_01
			mips_02_08
			mips_02_10
			mips_02_11
			mips_11_07
			mips_40_16
			mips_67_15
	at_At3g17810 -	mips_01_03_04	"dihydroorotate dehydrogenase like protein"
			mips_01_03_04_01
			mips_01_03_04_03
	at_At3g24170 -	mips_02_11	"glutathione reductase, cytosolic"
			mips_11_07
			mips_13_01
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At3g26760	mips_01_01	"putative short chain alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g29250	mips_01_01	"short-chain alcohol dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g30775 -	mips_01_01_01	"proline oxidase, mitochondrial precursor (osmotic stress-induced proline dehydrogenase), 5' partial"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_04
			mips_01_01_10_01
			mips_01_01_10_01_01
			mips_63_11
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
			mips_98
	at_At3g10920 -	mips_11	"putative [Mn] superoxide dismutase"
			mips_11_01
			mips_11_01_01
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_13
			mips_13_11
			mips_40_16
			mips_63
			mips_63_17
			mips_63_17_09
	at_At3g44540 -	mips_01_01_01	"acyl CoA reductase - protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g44560	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06
			mips_01_06_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At4g03140	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g10960	mips_01_03	"UDP-galactose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g11410	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_01
			mips_14_01_01
			mips_14_05
			mips_67_15
	at_At4g12250	mips_01_03	"nucleotide sugar epimerase -like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g15560 -	mips_01_06_01_07	"DEF (CLA1) protein"
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At4g17260	mips_01_05_01_01_03	"lactate dehydrogenase (LDH1)"
			mips_02_01
			mips_02_01_01
			mips_02_16
			mips_02_16_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At4g19710 -	mips_01_01_01_07	"aspartate kinase-homoserine dehydrogenase - like protein"
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At4g20760	mips_01_01	"cell-cell signaling protein csgA - like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At4g20930 -	mips_01_01_01_15	"3-hydroxyisobutyrate dehydrogenase -like protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_02_07
			mips_02_07_01
	at_At4g23430	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g25100 -	mips_11_01_01	"superoxide dismutase (EC 1.15.1.1) (Fe)"
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At4g27440	mips_01_01_01	"protochlorophyllide reductase precursor"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_26
			mips_30_26_03
	at_At4g29120 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At4g33790 -	mips_01_06_01_05	"male sterility 2-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At4g39330 -	mips_01_20_01	"cinnamyl-alcohol dehydrogenase CAD1"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At4g00570	mips_01_05_01_03_03	"putative malate oxidoreductase"
			mips_02_08
			mips_02_10
	at_At5g04900	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g06060	mips_01_01_10_05	"short chain alcohol dehydrogenase-like"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g09660	mips_01_05_01_03	"microbody NAD-dependent malate dehydrogenase"
			mips_02_01
			mips_02_16
			mips_02_16_03
			mips_40_10_99
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g16980 -	mips_63_17_09	"quinone oxidoreductase -like protein"
	at_At5g16990	mips_02	"quinone oxidoreductase - like protein"
			mips_01_05_01
			mips_01_06
			mips_02_16
			mips_11_07
	at_At5g19200	mips_01_01_01_11	"FVT1 - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_27
	at_At5g35790 -	mips_02_07	"glucose-6-phosphate dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g38710 -	mips_01_01_01_01	"proline oxidase, mitochondrial precursor -like protein"
			mips_01_01_01_01_02
			mips_01_01_04
			mips_01_01_10
			mips_01_01_10_01
			mips_63_17_01
	at_At5g42800	mips_01_05_01_01_01	"dihydroflavonol 4-reductase"
			mips_01_05_01_03_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g50700	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g53090	mips_01_01_01	"protochlorophyllide reductase; oxidoreductase required for shoot apex development"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g54770 -	mips_01_07	"thiazole biosynthetic enzyme precursor (ARA6) (sp|Q38814)"
			mips_01_07_99
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
	at_At5g63620 -	mips_01_20_01	"alcohol dehydrogenase-like protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g02240	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
	Validation Accuracy: 42/75 (56.00%)
	Validation Frequency class 'mips_01_05': 289/2658 (10.87%)

	Evaluation on propertest data (4472 items):
	at_At1g21400 -	mips_01_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At1g24180 -	mips_01_20_03	"pyruvate dehydrogenase E1 alpha subunit"
			mips_02_08
	at_At1g30120 -	mips_01_01_10_04	"unknown protein"
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At1g31180	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At1g32220	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	at_At1g32780 -	mips_01_06_01_05	"alcohol dehydrogenase like protein"
			mips_01_20_01
			mips_01_20_01_05
	at_At1g34200 -	mips_01_06_01_01	"F23M19.12/F23M19.12"
	at_At1g49670 -	mips_02_16	"ARP protein (At1g49670; F14J22.10)"
	at_At1g50450	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_34
	at_At1g04410	mips_01_01	"malate dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_01
			mips_02_01_01
			mips_02_16
			mips_02_16_03
			mips_40_16
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_99
	at_At1g53240 -	mips_02_01	"similar to mitochondrial NAD-dependent malate dehydrogenase"
			mips_02_16
			mips_02_16_03
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At1g58290 -	mips_01_01_01_01	"putative protein"
			mips_01_20_19
			mips_01_20_19_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At1g61720	mips_01	"putative protein"
			mips_01_03
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30
			mips_30_01
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g64590	mips_01_01_10_05	"oxidoreductase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At1g66800	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_04
			mips_04_05_01_04
			mips_30
			mips_40
			mips_40_10
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g67730	mips_01_01_01_11	"b-keto acyl reductase (glossy8)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g06350 -	mips_01_06_01	"hypothetical protein"
			mips_40_07
			mips_63_17
			mips_63_17_09
	at_At1g72680 -	mips_01_20_01	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At1g76680 -	mips_02_99	"12-oxophytodienoate reductase (OPR1)"
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g76690 -	mips_01	"12-oxophytodienoate reductase (OPR2)"
			mips_02_99
			mips_14_04
			mips_40
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67
			mips_67_15
	at_At1g78570	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09480	mips_01_05_01_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09490	mips_01_05_01_03_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09500	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09510	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g10310	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g01800 -	mips_01_20_05	"putative short-chain dehydrogenase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At1g17890 -	mips_02_01	"GDP-L-fucose synthetase like protein"
	at_At1g17990 -	mips_02_11	"hypothetical protein"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At1g18020 -	mips_02_11	"hypothetical protein"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At1g68540	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g76470	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g79870	mips_01_01_01_11_01	"putative D-isomer specific 2-hydroxyacid dehydrogenase"
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g09400 -	mips_02	"putative 12-oxophytodienoate reductase OPR1"
			mips_02_11
			mips_02_99
			mips_14
			mips_14_04
			mips_25
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67
			mips_67_15
	at_At2g05990	mips_01_01_01	"enoyl-ACP reductase (ENR1)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At2g07640	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g17420 -	mips_01_02_01	"putative thioredoxin reductase"
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_11_01_01
			mips_63_21
			mips_63_21_05
	at_At2g23910	mips_01_05_01_03_02	"cinnamoyl CoA reductase like protein"
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
	at_At2g27860	mips_01_05_01_01_01	"putative dTDP-glucose 4-6-dehydratase"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29330	mips_01	"putative tropinone reductase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
			mips_98
	at_At2g29350	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_19
			mips_67_15
	at_At2g30670	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
	at_At2g31250 -	mips_01_01	"putative glutamyl tRNA reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At2g33590	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34590 -	mips_01_01_10	"putative pyruvate dehydrogenase E1 beta subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At2g37660	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_30_01
	at_At2g41540	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At2g45290 -	mips_01_06_01_07	"putative transketolase precursor"
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At2g47650	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At2g22650 -	mips_01_01_01	"putative D-amino acid dehydrogenase"
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10_03
			mips_40_19
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
			mips_67_15
	at_At3g03330	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40
			mips_40_16
	at_At3g03910 -	mips_01_01_01	"putative glutamate dehydrogenase"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02_01
			mips_45_03_17
			mips_67_15
	at_At3g03980	mips_01_01_01	"putative short-chain type dehydrogenase/reductase"
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67
			mips_67_15
	at_At3g04000	mips_01_01_01_11	"short-chain type dehydrogenase/reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g05260	mips_01_01	"putative glucose and ribitol dehydrogenase homolog"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
	at_At3g06060	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g06350 -	mips_01_01_01	"putative dehydroquinase shikimate dehydrogenase"
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10_05
			mips_01_20_15
	at_At3g11980 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g19450	mips_01_05_01_01_03	"putative cinnamyl alcohol dehydrogenase 2"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At3g19480	mips_01_01	"phosphoglycerate dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_01
			mips_02_07
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67
			mips_67_15
	at_At3g21500	mips_01_05	"1-D-deoxyxylulose 5-phosphate synthase, putative"
			mips_01_06_01_07
			mips_02_07
			mips_02_19
			mips_02_30
			mips_25_05
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At3g27380 -	mips_02_10	"succinate dehydrogenase iron-protein subunit, putative"
			mips_02_11_05
			mips_02_13
	at_At3g29260	mips_01_01_10_05	"short-chain alcohol dehydrogenase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g42960	mips_01_01_01_11	"alcohol dehydrogenase (ATA1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g44550	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01
	at_At3g50560	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_19
			mips_67
			mips_67_15
	at_At3g53520	mips_01_05_01_01	"UDP-glucuronic acid decarboxylase (UXS1)"
			mips_01_05_99
	at_At3g56350 -	mips_11_01_01	"manganese superoxide dismutase-like protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_63_17
			mips_63_17_09
	at_At3g56460 -	mips_02_16	"quinone reductase-like protein"
			mips_11_07
	at_At3g56700 -	mips_01_06_01_05	"putative protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g60750 -	mips_01_01_01	"transketolase - like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At3g61220 -	mips_01_20_05	"putative protein"
			mips_01_20_05_09
			mips_11_07_07
	at_At3g01010	mips_01_05_01_03	"putative UDP-glucose 6-dehydrogenase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
			mips_67_15
	at_At3g02360 -	mips_02_07	"unknown protein"
			mips_02_07_01
	at_At3g09940 -	mips_01_07	"putative monodehydroascorbate reductase (NADH)"
			mips_02_08
			mips_67
			mips_67_15
	at_At3g55410	mips_01_05_01_01_01	"2-oxoglutarate dehydrogenase, E1 subunit - like protein"
			mips_02_10
	at_At3g62830	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratase homolog D18"
			mips_01_05_99
			mips_02_01
			mips_40_10_03
	at_At4g13660 -	mips_01_20_35	"isoflavone reductase-like protein"
			mips_01_20_35_01
			mips_11_99
	at_At4g21580 -	mips_02_16	"putative NADPH quinone oxidoreductase"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_09
	at_At4g22110 -	mips_01_20_01	"alcohol dehydrogenase like protein"
			mips_01_20_01_05
	at_At4g24050	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g27250	mips_01_05_01_03_02	"putative protein"
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
	at_At4g27760	mips_01_01_01_11	"forever young gene (FEY) (fragment)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
	at_At4g34230 -	mips_01_20_35	"cinnamyl alcohol dehydrogenase like protein"
			mips_01_20_35_01
			mips_02_16
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At4g35250	mips_01_05_01_01_01	"putative protein"
			mips_02_01
			mips_40_26
			mips_40_26_03
	at_At4g35460 -	mips_01_02	"thioredoxin reductase (NADPH) 2"
			mips_01_02_01
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_63_21
			mips_63_21_05
	at_At4g35650	mips_01_05_01_01	"NAD+ dependent isocitrate dehydrogenase -like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_04_99
	at_At4g36390 -	mips_01_07	"putative protein"
			mips_01_07_01
	at_At4g02580 -	mips_01_06_01_07	"predicted NADH dehydrogenase 24 kD subunit"
			mips_01_06_01_07_15
			mips_01_06_10
			mips_02_11_05
			mips_02_11_07
			mips_02_13
			mips_02_13_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At4g30440	mips_01_05_01_01_01	"nucleotide sugar epimerase-like protein"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g37990	mips_01_05_01_01_03	"cinnamyl-alcohol dehydrogenase ELI3-2"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At5g09300 -	mips_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit-like protein"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At5g10730	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_47_03_15
			mips_47_03_15_05
	at_At5g11380	mips_02	"1-D-deoxyxylulose 5-phosphate synthase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_30
			mips_30_01
			mips_40_03
			mips_63_17
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At5g14590 -	mips_01_06_04	"isocitrate dehydrogenase - like protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At5g15940	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_19
	at_At5g16960 -	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g16970 -	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g23310 -	mips_11_01_01	"iron superoxide dismutase 3 (gb|AAC24834.1)"
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
	at_At5g24760	mips_01_05_01	"alcohol dehydrogenase - like protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g25880	mips_01_05_01_03_03	"malate dehydrogenase - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g34780	mips_01_01_01	"3-methyl-2-oxobutanoate dehydrogenase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_40_16
	at_At5g34930 -	mips_01_01	"arogenate dehydrogenase"
			mips_01_01_01
	at_At5g42250 -	mips_01_20	"alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g43940 -	mips_01_20_01	"alcohol dehydrogenase (EC 1.1.1.1) class III (pir||S71244)"
			mips_01_20_01_05
			mips_63_17_09
			mips_67_15
	at_At5g44480	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g50590	mips_01_01	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At5g50850 -	mips_01_01_10	"pyruvate dehydrogenase E1 component beta subunit, mitochondrial precursor (PDHE1-B) (sp|Q38799)"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At5g51100 -	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_13_11
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_16
			mips_63_17
			mips_63_17_09
	at_At5g51970	mips_01_05_01_01_01	"sorbitol dehydrogenase-like protein"
			mips_01_20_01
			mips_01_20_01_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g52100 -	mips_01_01_01_07	"dihydrodipicolinate reductase-like protein"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At5g53100	mips_01_01_10_05	"protochlorophyllide reductase; oxidoreductase required for shoot apex development"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At5g54080 -	mips_01_01	"homogentisate 1,2-dioxygenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
	at_At5g58490	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g66280	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	at_At5g67290 -	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At5g01320	mips_01_01	"pyruvate decarboxylase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
	at_At5g03430 -	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_03_01_01
			mips_03_01_01_01
	at_At5g05320	mips_01_01_10_05	"monooxygenase"
			mips_01_01_10_05_07
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_33
			mips_67_15
	at_At5g21060 -	mips_01_01_01	"homoserine dehydrogenase-like protein"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_04
	at_At5g22420 -	mips_01_06_01_05	"acyl CoA reductase-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g54190	mips_01_05_01_01_01	"NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
			mips_01_06_01_05
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_At5g61830 -	mips_01_20_05	"carbonyl reductase - like protein"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	Propertest Accuracy: 67/124 (54.03%)
	Propertest Frequency class 'mips_01_05': 506/4472 (11.31%)

	New (unknown) data (2658 items):
	at_At1g03990 -	no entry	null
	at_At3g10230 -	no entry	null
	at_At4g04930 -	no entry	null
	at_At4g28570 -	no entry	null
	at_At4g30720 -	no entry	null
	at_At5g38430 -	no entry	null
	at_At5g04070 -	no entry	null
	at_At1g19690 -	no entry	null
	at_At5g67220 -	no entry	null
	at_At1g06090 -	no entry	null
	at_At3g59840 -	no entry	null
	at_At3g23500 -	no entry	null
	at_At4g31530 -	no entry	null
	at_At5g38000 -	no entry	null
	at_At5g39410 -	no entry	null
	at_At1g26320 -	no entry	null
	at_At1g67090 -	no entry	null
	at_At3g03080 -	no entry	null
	at_At3g01980 -	no entry	null
	at_At4g18810 -	no entry	null
	at_At4g35090 -	no entry	null
	at_At5g17000 -	no entry	null
	at_At5g37940 -	no entry	null
	at_At5g37980 -	no entry	null
	at_At5g38410 -	no entry	null
	at_At5g38420 -	no entry	null


------------------
Rule 6889
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,667.0-1005.0),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5270 items):
	at_At1g13560 -	mips_01_06_01_01	"putative protein"
			mips_08_99
	at_At1g14360 -	mips_40_22	"putative UDP-galactose transporter MSS4"
			mips_67_07
	at_At1g14560	mips_01	"mitochondrial carrier protein, putative"
			mips_01_03
			mips_01_03_19
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
			mips_67_16
	at_At1g16390	mips_01_05_07	"putative transport protein"
			mips_11_07_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g20350 -	mips_30_16	"hypothetical protein"
			mips_67_99
	at_At1g20860	mips_01_04_07	"putative inorganic phosphate transporter protein"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67
			mips_67_04_07
			mips_67_07
	at_At1g26130	mips_01_05_07	"P-type transporting ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g27770 -	mips_13_01	"envelope Ca2+-ATPase"
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g30560	mips_01_05_07	"unknown protein, 5' partial"
			mips_08_19
			mips_45_03_17
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g33440 -	mips_67_11	"nitrate transporter NTL1, putative"
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g54280	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g55130 -	mips_08_07	"hypothetical protein"
			mips_40_22
			mips_67_01
	at_At1g58360 -	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g59820	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g60050 -	mips_25_03	"hypothetical protein"
	at_At1g61630 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT7 (ENT7)"
	at_At1g05670	mips_01_05	"UDP glycosyltransferase UGT74E1"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g66570 -	mips_33	"hypothetical protein"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g66770 -	mips_14_20	"hypothetical protein"
	at_At1g68710	mips_01_05_07	"ATPase, putative"
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g06080 -	mips_63_17_09	"delta 9 desaturase"
	at_At1g70260	mips_01_05_01_03	"hypothetical protein"
			mips_01_05_01_03_02
			mips_25_03
	at_At1g72700	mips_01_05_07	"putative P-type transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g72820	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g73220	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At1g77210	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g06870 -	mips_06_07_11	"chloroplast thylakoidal processing peptidase like protein"
			mips_08_16
			mips_08_16_05
			mips_40_01
			mips_40_30
	at_At1g78180	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At1g06970 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g79900	mips_01_05_07	"putative carnitine/acylcarnitine translocase"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At1g80230 -	mips_02_13	"unknown protein"
	at_At1g80660 -	mips_02	"H+-transporting ATPase 9 (aha9)"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At2g26690 -	mips_67	"putative nitrate transporter"
			mips_67_10
			mips_67_11
	at_At2g37700 -	mips_01	"CER1-like protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_40
			mips_40_07
	at_At3g46560 -	mips_08_04	"small zinc finger-like protein TIM9"
			mips_25_05_13
			mips_30_16
			mips_33_03_13
			mips_35_03_17
	at_At3g54110	mips_01_05_07	"uncoupling protein (ucp/PUMP)"
			mips_02_13
			mips_02_99
			mips_08_04
			mips_67_07
	at_At3g54820 -	mips_33_03_13	"aquaporin/MIP - like protein"
			mips_35_03_17
			mips_67_99
	at_At4g26770 -	mips_01_06	"putative CDP-diacylglycerol synthetase"
			mips_01_06_01
			mips_13_11
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_07
			mips_40_10_05
			mips_40_16
	at_At2g01970 -	mips_40_22	"putative endosomal protein"
			mips_67_01
	at_At2g13120	mips_01_05_04	"pseudogene; similar to MURA transposase of maize Mutator transposon"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
			mips_67_50_03
	at_At2g16560 -	mips_01_06_01	"unknown protein"
			mips_01_06_99
			mips_14_04_03
			mips_14_04_03_01
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_15
	at_At2g16850 -	mips_25_05_13	"putative aquaporin (plasma membrane intrinsic protein)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g17270	mips_01_03_01	"putative mitochondrial phosphate translocator protein"
			mips_01_03_01_01
			mips_01_05_07
			mips_08_04
			mips_30_16
			mips_67_04_07
			mips_67_07
	at_At2g22500	mips_01_05_07	"putative mitochondrial dicarboxylate carrier protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At2g22730	mips_01_05_07	"hypothetical protein"
			mips_08_19
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g08930	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g29050 -	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_17
			mips_63_17_01
	at_At2g30300	mips_01_05_07	"hypothetical protein"
			mips_08_16
			mips_63_99
			mips_67_04
			mips_67_07
	at_At2g31140 -	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_01
			mips_06_07_11
			mips_08_16
			mips_08_16_05
			mips_30_16
	at_At2g33820	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At2g34250 -	mips_08_99	"putative protein transport protein SEC61 alpha subunit"
			mips_67_99
	at_At2g37450	mips_01_04	"nodulin-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	at_At2g38060 -	mips_01	"putative Na+-dependent inorganic phosphate cotransporter"
			mips_01_04_07
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
			mips_67_50_03_03
			mips_98
	at_At2g38330 -	mips_11	"hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At1g10130 -	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At2g41050 -	mips_01_01_07	"unknown protein"
			mips_40_25
			mips_67_10
	at_At2g42210 -	mips_30_16	"unknown protein"
	at_At2g43330	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At2g46320	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At3g08580 -	mips_01_03_19	"adenylate translocator"
			mips_08_04
			mips_67_16
	at_At3g12120 -	mips_01_06_99	"unknown protein"
	at_At3g12520 -	mips_35	"putative protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At3g13900	mips_01	"putative ATPase"
			mips_01_05
			mips_01_05_07
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g15640 -	mips_02_13	"putative cytochrome c oxidase subunit Vb"
	at_At3g18200 -	mips_25_03	"integral membrane protein, putative"
	at_At1g11450 -	mips_25_03	"similar to MtN21 emb|CAA75575; similar to EST gb|H77065"
	at_At3g25260 -	mips_67_11	"nitrate transporter, putative"
	at_At3g25410 -	mips_13_01	"unknown protein"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At3g25585 -	mips_01_06_01	"aminoalcoholphosphotransferase, putative, 3' partial"
			mips_01_06_01_01
			mips_08_99
			mips_40_07
	at_At3g25610	mips_01_05_07	"ATPase II, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At3g28070 -	mips_25	"unknown protein"
			mips_25_03
			mips_98
			mips_99
	at_At3g43630 -	mips_13_01	"nodulin -like protein"
			mips_13_01_01
			mips_13_01_01_99
	at_At3g45650 -	mips_67_10	"putative protein"
			mips_67_11
	at_At3g50920 -	mips_01_04	"putative protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_10
			mips_11
			mips_11_01
			mips_13
			mips_13_05
			mips_13_05_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_27
			mips_40_27_01
	at_At3g51870	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At3g57330 -	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g58490	mips_01	"putative protein"
			mips_01_04
			mips_01_04_99
			mips_01_05
			mips_01_06
			mips_01_06_01
			mips_01_06_04
			mips_01_06_10
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_99
			mips_11
			mips_11_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_14_10_02_02
			mips_14_10_02_02_05
			mips_14_10_02_03
			mips_14_10_02_03_02
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_63
			mips_63_09
			mips_63_99
			mips_98
			mips_99
	at_At3g60330 -	mips_02_45	"plasma membrane H+-ATPase - like"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g62270 -	mips_10_05	"putative protein"
			mips_13_01
			mips_13_01_03
			mips_14_01
			mips_40_02
			mips_67_04
			mips_67_04_07
			mips_67_04_07_09
			mips_67_04_07_99
			mips_67_50
			mips_67_50_05
	at_At4g01100	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At4g01320 -	mips_06_13_99	"putative CAAX prenyl protease"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g02050	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g09810	mips_01_05_01_03_02	"hypothetical protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At4g11810 -	mips_01_04_04	"putative protein"
			mips_08_13
			mips_10_05_02
			mips_10_05_02_24
			mips_14_01_03
	at_At4g15010 -	mips_08_04	"unknown protein"
			mips_40_19
			mips_63_17_01
	at_At4g16480	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At4g17580 -	mips_14_10_02	"Bax inhibitor-1-like protein"
			mips_67_01
	at_At4g21480	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At4g22260 -	mips_40_16	"IMMUTANS (IM)"
	at_At4g22990 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_10_05_99
			mips_13_11_03
			mips_13_11_03_03
			mips_14_01_03
			mips_40_30
			mips_67_07
			mips_67_07_99
	at_At4g23400 -	mips_20	"water channel - like protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_67_99
	at_At4g23410 -	mips_14	"hypothetical protein"
			mips_14_20
			mips_25
			mips_25_03
	at_At4g24570 -	mips_08_04	"putative mitochondrial uncoupling protein"
			mips_67_04
	at_At4g25220	mips_01_05_07	"putative protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g26180	mips_01_03_19	"putative mitochondrial carrier protein"
			mips_01_05
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
			mips_67_16
	at_At4g28040 -	mips_25_03	"Medicago nodulin N21-like protein"
	at_At4g30190 -	mips_02	"H+-transporting ATPase type 2, plasma membrane"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At4g30950 -	mips_01_06_99	"chloroplast omega-6 fatty acid desaturase (fad6)"
	at_At4g32400 -	mips_08_04	"adenylate translocator (brittle-1) - like protein"
	at_At4g32470 -	mips_02_11_05	"ubiquinol-cytochrome c reductase - like protein"
			mips_02_13
			mips_02_13_03
	at_At4g34950	mips_01_05_07	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_08_16
			mips_08_19
			mips_40_02
			mips_40_30
			mips_63_99
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At4g38190	mips_01_05_01_03_02	"putative protein"
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g01340	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At5g01500 -	mips_08_04	"unknown protein"
	at_At5g10840 -	mips_40_22	"putative protein"
			mips_67_01
	at_At5g13490 -	mips_01_03_19	"adenosine nucleotide translocator"
			mips_08_04
			mips_67_16
	at_At5g13750 -	mips_67_50_03	"transporter-like protein"
	at_At5g14040 -	mips_01_03_01	"mitochondrial phosphate translocator"
			mips_01_03_01_01
			mips_67_04_07
	at_At5g14120	mips_01_01	"nodulin-like protein"
			mips_01_01_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_16
			mips_63_99
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_10
	at_At5g14940 -	mips_67_11	"oligopeptide transporter -like protein"
	at_At5g15100 -	mips_20_20	"auxin transport protein - like"
			mips_20_20_18
			mips_67_99
	at_At5g23980 -	mips_02_11	"FRO2 homolog"
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17
			mips_63_17_01
	at_At5g25450 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase-like protein"
			mips_02_13
			mips_02_13_03
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	at_At5g37060 -	mips_67_04_01	"putative transporter protein"
			mips_67_04_01_02
	at_At5g42130	mips_01_05_07	"mitochondrial carrier protein-like"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g43350	mips_01_05_07	"phosphate transporter (gb|AAB17265.1)"
			mips_08_19
			mips_67_04_07
			mips_67_07
	at_At5g44240	mips_01_05_07	"ATPase, calcium-transporting"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g48970	mips_01_05_07	"mitochondrial carrier protein-like"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g49960 -	mips_08	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_40_02
			mips_40_30
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g55470 -	mips_13_01	"sodium proton exchanger"
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At5g55950	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g57110 -	mips_47_03_01	"Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g57810 -	mips_14_20	"unknown protein"
	at_At5g64210 -	mips_40	"alternative oxidase 2 (sp|O22049)"
			mips_40_16
	at_At5g64500	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_30
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At5g64700	mips_01_04	"nodulin-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_25_03
	at_At5g64970 -	mips_08_04	"mitochondrial carrier protein-like"
			mips_40_19
			mips_63_17
			mips_63_17_01
			mips_67_04
	at_At5g65000	mips_01_05_07	"unknown protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At1g14140	mips_01_05_07	"putative mitochondrial uncoupling protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At5g05580 -	mips_01_06_01	"temperature-sensitive omega-3 fatty acid desaturase, chloroplast precursor (sp|P48622)"
			mips_01_06_99
			mips_02_11
	at_At5g06170 -	mips_33	"sucrose transporter protein"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At5g07320 -	mips_08_04	"peroxisomal Ca-dependent solute carrier-like protein"
			mips_08_10
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At1g12940 -	mips_01_04_07	"nitrate transporter, putative"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At5g03570 -	mips_14	"transporter like protein"
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At5g16530 -	mips_20_20	"putative protein"
			mips_20_20_18
			mips_67_99
	at_At5g23270	mips_01_05_04	"monosaccharide transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	Training Accuracy: 56/140 (40.00%)
	Training Frequency class 'mips_01_05': 654/5270 (12.41%)

	Evaluation on validation data (2658 items):
	at_At1g67300	mips_01	"putative transport protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g68000 -	mips_01_06_01_01	"phosphatidylinositol synthase (PIS1)"
			mips_40_08
			mips_63_09
			mips_67_13
	at_At1g73190 -	mips_13_01	"tonoplast intrinsic protein, alpha (alpha-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_20_25_99
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g74240	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
	at_At1g79360	mips_01_05_07	"hypothetical protein"
			mips_11_07
			mips_11_07_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At1g79820	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g06200 -	mips_03_01_05	"Unknown protein (At1g06200; F9P14.6)"
			mips_03_01_05_01
			mips_06
			mips_06_07_11
			mips_06_13
			mips_08_16
			mips_08_16_05
			mips_30_16
	at_At1g06470	mips_01_05_01_03	"integral membrane protein, putative"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g06890	mips_01_05_01	"unknown protein (At1g06890)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_10_05
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g07020 -	mips_08_04	"hypothetical protein"
	at_At1g07030	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
	at_At1g08890	mips_01_05_04	"putative sugar transport protein, ERD6"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g09960 -	mips_33	"putative sucrose/H+ symporter"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g07610 -	mips_02	"pseudogene"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g21070 -	mips_08_02	"unknown protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At1g76340	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g76430	mips_01_05_04	"putative phosphate transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g11460 -	mips_25	"hypothetical protein"
			mips_25_03
	at_At2g20780	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g22960 -	mips_47	"pseudogene"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g26360 -	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_16
	at_At2g26910 -	mips_01_06_13	"putative ABC transporter"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g28120 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g30440 -	mips_06_04	"putative signal peptidase I"
			mips_06_07
			mips_06_07_11
			mips_08
			mips_08_16
			mips_08_16_05
			mips_30_16
			mips_40_02
			mips_40_16
			mips_40_30
	at_At2g32830	mips_01_04_07	"putative phosphate transporter"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11_03
			mips_13_11_03_01
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At2g45960 -	mips_25_05_13	"aquaporin (plasma membrane intrinsic protein 1B)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g48020	mips_01_05	"sugar transporter like protein"
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40_02
			mips_67
			mips_67_07
	at_At2g24520 -	mips_01	"putative plasma membrane proton ATPase"
			mips_02
			mips_02_45
			mips_02_45_99
			mips_06
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At2g35060 -	mips_67_04_01	"putative potassium transporter"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g35740	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g51490	mips_01_05_07	"sugar transporter-like protein"
			mips_08_19
			mips_67_07
	at_At3g53420 -	mips_20	"plasma membrane intrinsic protein 2a"
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_67
			mips_67_99
			mips_98
			mips_99
	at_At3g54700	mips_01	"phosphate transport protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_40
			mips_67
			mips_67_04_07
			mips_67_07
	at_At3g55030 -	mips_01_06	"phosphatidylglycerophosphate synthase - like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_40_16
			mips_40_30
	at_At3g56620 -	mips_25_03	"nodulin-like protein"
	at_At3g60620 -	mips_01_03_99	"phosphatidate cytidylyltransferase - like protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_10_05
	at_At3g61430 -	mips_25_05_13	"plasma membrane intrinsic protein 1a"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At3g16240 -	mips_13_01	"delta tonoplast integral protein (delta-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g17430	mips_01_05_01	"Unknown protein (At3g17430; MTO12.2)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g18220 -	mips_01_04	"diacylglycerol pyrophosphate phosphatase, putative"
			mips_01_06
			mips_01_06_10
			mips_03
			mips_03_03
			mips_03_03_03
			mips_13
			mips_13_05
			mips_13_05_01
			mips_14
			mips_14_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_02
	at_At3g20870 -	mips_08_13	"unknown protein"
	at_At3g21670 -	mips_67_11	"nitrate transporter"
	at_At3g43790	mips_01	"transporter-like protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40_02
			mips_67
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g47960 -	mips_67	"putative peptide transporter"
			mips_67_10
			mips_67_11
	at_At3g08980 -	mips_03_01	"putative mitochondrial inner membrane protease subunit 2"
			mips_03_01_05
			mips_03_01_05_01
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_08
			mips_08_16
			mips_08_16_05
			mips_40_02
			mips_40_16
			mips_40_30
	at_At3g11170 -	mips_01_06_99	"omega-3 fatty acid desaturase, chloroplast precursor"
	at_At3g23020 -	mips_04_05_99	"hypothetical protein"
	at_At4g03280 -	mips_02_11_05	"AT4g03280/F4C21_21"
			mips_02_13
			mips_02_13_03
			mips_14_04
			mips_25_05
			mips_30_16
			mips_63_17_09
			mips_67
			mips_67_15
	at_At4g03550	mips_01_05_99	"putative glucan synthase component"
			mips_14_04_03_05
	at_At4g03950 -	mips_08_02	"putative glucose-6-phosphate/phosphate-translocator"
			mips_40_26
			mips_40_26_03
			mips_67_04_07
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At4g04750	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At4g04760	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At4g05110 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT6 (ENT6)"
	at_At4g20100 -	mips_01_01_07	"putative protein"
			mips_01_01_10_05
			mips_01_01_10_05_02
			mips_08_07_22
			mips_30_25
			mips_40_25
			mips_67_10
	at_At4g27940 -	mips_63_17_01	"unknown protein"
	at_At4g29890 -	mips_01_20_17_03	"choline monooxygenase - like protein"
	at_At4g33530 -	mips_67_04_01	"putative potassium transporter AtKT5p (AtKT5)"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g39030 -	mips_67_28	"enhanced disease susceptibility 5 gene (EDS5)"
	at_At4g39460	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At5g11570 -	mips_20_03	"putative oligopeptide transporter protein"
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_05
			mips_67_11
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At5g17400 -	mips_01_03	"ADP/ATP translocase-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At5g35160 -	mips_40_22	"putative protein"
			mips_67_01
	at_At5g37820 -	mips_25_05_13	"Membrane integral protein (MIP) -like"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g43340	mips_01_04	"inorganic phosphate transporter (dbj|BAA34390.1)"
			mips_01_04_07
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At5g43820 -	mips_02_30	"putative protein"
			mips_04_05_99
			mips_08_99
	at_At5g46110	mips_01_05_01_03_02	"phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g46800 -	mips_08_04	"carnitine/acylcarnitine translocase-like protein"
	at_At5g49740 -	mips_01_20_35	"FRO1-like protein; NADPH oxidase-like"
			mips_01_20_35_02
			mips_11_07_07
			mips_13_11
			mips_20_25_16
			mips_63_99
			mips_67_01
			mips_67_15
	at_At5g49990 -	mips_01_03_19	"permease"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g50160 -	mips_02	"FRO1 and FRO2-like protein"
			mips_01_20
			mips_01_20_35
			mips_01_20_35_02
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_40_02
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
			mips_67
			mips_67_15
	at_At5g51050 -	mips_08	"calcium-binding transporter-like protein"
			mips_08_04
			mips_08_10
			mips_40_16
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g56450 -	mips_02_99	"ADP/ATP translocase-like protein"
			mips_67_01
			mips_67_01_99
	at_At5g60660 -	mips_25_05_13	"mipC protein - like (aquaporin)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g61810 -	mips_08_04	"peroxisomal Ca-dependent solute carrier - like protein"
			mips_08_10
			mips_67_04_01
			mips_67_04_01_02
	at_At5g66380 -	mips_01_07_10	"putative protein"
			mips_08_04
			mips_63_17_01
			mips_67_21
	Validation Accuracy: 25/76 (32.89%)
	Validation Frequency class 'mips_01_05': 289/2658 (10.87%)

	Evaluation on propertest data (4472 items):
	at_At1g02510 -	mips_47_03_11	"hypothetical protein"
			mips_47_03_11_03
			mips_47_03_11_05
			mips_47_03_11_07
			mips_67_01
			mips_67_01_01
	at_At1g22540 -	mips_67_11	"Similar to peptide transporter"
	at_At1g03070 -	mips_10_05	"putative glutamate/aspartate-binding peptide"
			mips_14_10
			mips_14_10_02
			mips_40_02
			mips_40_07
			mips_67_01
	at_At1g25380	mips_01_05_07	"unknown protein"
			mips_02_99
			mips_08_04
			mips_63_17_01
			mips_67_01
			mips_67_01_99
			mips_67_07
	at_At1g25530 -	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g30220	mips_01_05_07	"putative protein"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g49630 -	mips_06_07_11	"putative hydrogenase (At1g49630)"
			mips_25_05_23
			mips_40_19
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g53530 -	mips_03_01_05	"hypothetical protein"
			mips_06_07_11
			mips_08_16
			mips_08_16_05
			mips_30_16
	at_At1g66950 -	mips_01_06_13	"ABC transporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g69850 -	mips_67_11	"nitrate transporter (NTL1)"
	at_At1g70300 -	mips_67_04	"high affinity potassium transporter AtHAK6 (At1g70300)"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g71880 -	mips_33	"sucrose transport protein SUC1"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g74810 -	mips_67	"putative anion exchanger"
			mips_67_04_07
			mips_67_50_03
			mips_67_50_05
	at_At1g75220	mips_01_05_07	"integral membrane protein, putative"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g78130	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_40_30
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At1g79410	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At1g80760 -	mips_25_05_13	"nodulin-like protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At1g07340	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g10950 -	mips_40_22	"putative endomembrane protein EMP70 precusor isolog (At1g10950)"
			mips_67_01
	at_At1g14660 -	mips_67_01	"Na+/H+ antiporter, putative"
			mips_67_50_05
	at_At1g16370	mips_01_05_07	"putative transport protein"
			mips_48
			mips_67_07
			mips_67_21
	at_At2g02040 -	mips_67_10	"histidine transport protein (PTR2-B)"
			mips_67_11
	at_At2g02810 -	mips_40_22	"unknown protein"
			mips_67
			mips_67_07
	at_At2g13650	mips_01_05_01_03_02	"putative vanadate resistance protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At2g18480	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g18590	mips_01_05_04	"hypothetical protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g19580 -	mips_14_20	"putative senescence-associated protein 5"
	at_At2g21020 -	mips_67_01	"putative major intrinsic (channel) protein"
			mips_67_99
	at_At2g21770	mips_01_05_01	"putative cellulose synthase catalytic subunit"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30_01
	at_At2g29980 -	mips_01_06_01	"omega-3 fatty acid desaturase"
			mips_01_06_99
	at_At2g30160	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
	at_At2g30460	mips_01_05_01_03	"putative integral membrane protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At2g32530	mips_01_05_01_03	"putative cellulose synthase"
			mips_01_05_01_03_02
			mips_30_01
	at_At2g32620	mips_01_05_01_03_02	"putative cellulose synthase"
	at_At2g37170 -	mips_25_05_13	"aquaporin (plasma membrane intrinsic protein 2B)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g37180 -	mips_08	"aquaporin (plasma membrane intrinsic protein 2C)"
			mips_20
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_67_01
			mips_67_99
	at_At2g37890	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_67_04
			mips_67_07
			mips_67_99
	at_At2g38050 -	mips_01_06	"3-oxo-5-alpha-steroid 4-dehydrogenase"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_15
	at_At2g39010 -	mips_25_05_13	"putative aquaporin (water channel protein)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_99
	at_At2g39210	mips_01_05_07	"nodulin-like protein"
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g39970	mips_01_05_07	"36kDa-peroxisomal membrane protein (PMP36)"
			mips_08_04
			mips_67_07
	at_At2g45150 -	mips_01_03_99	"putative phosphatidate cytidylyltransferase (T14P1.4/At2g45150)"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_40_10_05
	at_At2g47490	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
	at_At2g14670 -	mips_33	"putative sucrose-proton symporter"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g24170 -	mips_40_22	"putative multispanning membrane protein"
			mips_67_01
	at_At2g25540	mips_01	"putative cellulose synthase catalytic subunit"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30
			mips_30_01
	at_At3g02690 -	mips_08_02	"unknown protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
	at_At3g03050	mips_01_05_01_03_02	"putative cellulose synthase catalytic subunit"
	at_At3g05290	mips_01_05	"unknown protein"
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
	at_At3g06460 -	mips_01_06_01_05	"unknown protein"
			mips_01_06_99
			mips_10
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_14_04_03_05
			mips_47_03_15
			mips_47_03_15_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g16090 -	mips_25_05_10	"putative zinc finger protein"
	at_At3g17910 -	mips_02_11_05	"putative surfeit 1 protein"
			mips_02_13
			mips_02_13_03
			mips_30_02
			mips_30_16
	at_At3g19170 -	mips_14_04_03_03	"metalloprotease, putative"
			mips_25_05_23
			mips_40_19
			mips_62_02_01_01
	at_At3g19930	mips_01_05_07	"monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g20240	mips_01_05_07	"mitochondrial carrier protein, putative"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At3g20460	mips_01_05_04	"sugar transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g20660	mips_01_05_07	"hypothetical protein"
			mips_08
			mips_40_02
			mips_48
			mips_67_04
			mips_67_07
			mips_67_21
	at_At3g21390	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At3g24590 -	mips_06_07_11	"chloroplast thylakoidal processing peptidase, putative"
			mips_08_16
			mips_08_16_05
			mips_30_16
			mips_40_30
	at_At3g25280 -	mips_67_11	"nitrate transporter, putative"
	at_At3g28100	mips_01_04	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_25_03
	at_At3g28130	mips_01_04	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_25
			mips_25_03
	at_At3g42640 -	mips_67_50_22	"plasma membrane H+-ATPase-like protein"
			mips_67_50_25
	at_At3g45660 -	mips_67_11	"putative protein"
	at_At3g53940	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At3g01550	mips_01_05_01_03	"putative phosphate/phosphoenolpyruvate translocator"
			mips_01_05_01_03_02
			mips_01_05_07
			mips_08_02
			mips_40_08
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g01630	mips_01_05	"hypothetical protein"
			mips_01_05_07
			mips_67
			mips_67_07
	at_At3g02050 -	mips_67	"putative potassium transporter"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_22
	at_At3g04970 -	mips_06_07_01	"unknown protein, contains TNFR/NGFR cysteine-rich region"
			mips_08_19
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04_03
			mips_14_04_03_03
	at_At3g05030 -	mips_13_01	"putative sodium proton exchanger"
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At3g09990 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_03_19
			mips_67_17
	at_At3g48850 -	mips_08_04	"mitochondrial phosphate transporter"
			mips_67_04_07
	at_At3g55360 -	mips_01_06	"synaptic glycoprotein SC2-like protein"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25
			mips_25_05
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67
			mips_67_15
	at_At3g55640 -	mips_01_03_19	"Ca-dependent solute carrier - like protein"
			mips_08_04
			mips_67_99
	at_At3g63380 -	mips_47	"Ca2+-transporting ATPase -like protein"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g11440 -	mips_01_07	"putative protein"
			mips_01_07_10
			mips_08
			mips_08_04
			mips_40_16
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_99
	at_At4g12650 -	mips_08_07	"putative protein"
			mips_40_22
			mips_67_01
	at_At4g13420 -	mips_67	"K+ transporter HAK5 (HAK5)"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_99
	at_At4g16590	mips_01_05_01_03_02	"cellulose synthase like protein"
			mips_30_27
			mips_30_27_01
	at_At4g16700 -	mips_01_06_01_01	"decarboxylase like protein"
			mips_01_06_01_03
	at_At4g25570 -	mips_02_11	"unknown protein"
			mips_67
			mips_67_15
	at_At4g27730 -	mips_14_04_03	"putative protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g28390 -	mips_01_03	"ADP,ATP carrier-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At4g32390	mips_01_05_01_03	"putative protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g04930	mips_01_05_07	"ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At4g00900 -	mips_02_45	"Ca2+-transporting ATPase - like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At4g01440 -	mips_25_03	"predicted protein of unknown function"
	at_At4g37640 -	mips_47_03_01	"plasma membrane-type calcium ATPase (ACA2)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g09470 -	mips_08_04	"mitochondrial carrier-like protein"
	at_At5g13430 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase - like protein"
			mips_02_13
			mips_02_13_03
			mips_30_16
			mips_63_17_09
	at_At5g14570	mips_01_04_07	"high affinity nitrate transporter - like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50_03
	at_At5g15640 -	mips_08	"putative mitochondrial carrier protein"
			mips_08_04
			mips_40_16
			mips_67_04
	at_At5g19760	mips_01_05_07	"oxoglutarate/malate translocator-like protein"
			mips_08_04
			mips_67_07
	at_At5g23990 -	mips_11_07_07	"FRO2 homolog"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_01
	at_At5g25100 -	mips_08_07	"putative multispanning membrane protein"
			mips_40_22
			mips_67_01
	at_At5g26200	mips_01_03	"mitochondrial carrier - like protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g26340	mips_01	"hexose transporter - like protein"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At5g26820 -	mips_67_04_01	"unknown protein"
			mips_67_04_01_01
	at_At5g28230 -	mips_08_02	"putative protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50_05
	at_At5g28470 -	mips_67_11	"peptide transporter - like protein"
	at_At5g37810 -	mips_25_05	"Membrane integral protein (MIP) -like"
			mips_33_03_13
			mips_35_03_17
			mips_67
			mips_67_01
			mips_67_99
	at_At5g40260 -	mips_14_20	"putative protein"
	at_At5g40670 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_07
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_02
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_99
			mips_30
			mips_30_25
			mips_40_07
			mips_40_25
			mips_63
			mips_63_11
			mips_67
			mips_67_10
	at_At5g43610 -	mips_33_03_99	"sucrose transporter protein"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At5g44030	mips_01_05_01_03_02	"cellulose synthase catalytic subunit-like protein"
	at_At5g45370	mips_01_04	"nodulin-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_25_03
	at_At5g46040 -	mips_67_11	"peptide transporter"
	at_At5g47470 -	mips_25_03	"nodulin-like protein"
	at_At5g47560	mips_01_05_07	"sodium-dicarboxylate cotransporter-like"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20
			mips_14_20
			mips_20_05
			mips_20_07
			mips_20_07_05
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_07_03
			mips_67_50
			mips_67_50_01
			mips_67_50_03
			mips_67_50_03_03
	at_At5g49730 -	mips_01_20_35	"FRO2-like protein; NADPH oxidase-like"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
	at_At5g57100	mips_01_05	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At5g57190 -	mips_01_06_01_01	"phosphatidylserine decarboxylase"
			mips_01_06_01_03
			mips_40_08
	at_At5g58970 -	mips_02_13	"uncoupling protein AtUCP2"
			mips_02_99
			mips_08_04
	at_At5g59470 -	mips_01_20_01	"putative protein"
			mips_01_20_01_05
	at_At5g60780 -	mips_67_04_07	"high affinity nitrate transporter protein - like"
			mips_67_50_03
	at_At5g03080 -	mips_40_27	"putative protein"
			mips_40_27_01
	at_At5g13740	mips_01_05_07	"transporter-like protein"
			mips_08_16
			mips_08_16_99
			mips_11_05_01_01
			mips_11_07_05
			mips_40_30
			mips_67
			mips_67_07
			mips_67_12
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_99
	Propertest Accuracy: 45/118 (38.14%)
	Propertest Frequency class 'mips_01_05': 506/4472 (11.31%)

	New (unknown) data (2658 items):
	at_At1g14530 -	no entry	null
	at_At1g15610 -	no entry	null
	at_At1g18000 -	no entry	null
	at_At1g21890 -	no entry	null
	at_At1g31300 -	no entry	null
	at_At1g57990 -	no entry	null
	at_At1g64150 -	no entry	null
	at_At1g71940 -	no entry	null
	at_At1g73650 -	no entry	null
	at_At1g74130 -	no entry	null
	at_At1g75470 -	no entry	null
	at_At1g75500 -	no entry	null
	at_At3g60800 -	no entry	null
	at_At1g09380 -	no entry	null
	at_At1g09860 -	no entry	null
	at_At3g22370 -	no entry	null
	at_At3g23870 -	no entry	null
	at_At3g26670 -	no entry	null
	at_At3g27620 -	no entry	null
	at_At3g45870 -	no entry	null
	at_At3g59310 -	no entry	null
	at_At3g59320 -	no entry	null
	at_At3g59330 -	no entry	null
	at_At3g60070 -	no entry	null
	at_At3g62880 -	no entry	null
	at_At4g01450 -	no entry	null
	at_At4g08700 -	no entry	null
	at_At4g10360 -	no entry	null
	at_At4g16450 -	no entry	null
	at_At4g18190 -	no entry	null
	at_At4g18210 -	no entry	null
	at_At1g12450 -	no entry	null
	at_At4g25650 -	no entry	null
	at_At4g35100 -	no entry	null
	at_At5g26250 -	no entry	null
	at_At5g27390 -	no entry	null
	at_At5g27520 -	no entry	null
	at_At5g55370 -	no entry	null
	at_At5g58560 -	no entry	null
	at_At5g59500 -	no entry	null
	at_At1g14270 -	no entry	null
	at_At5g07050 -	no entry	null
	at_At1g01070 -	no entry	null
	at_At1g30890 -	no entry	null
	at_At1g34470 -	no entry	null
	at_At1g34520 -	no entry	null
	at_At1g43650 -	no entry	null
	at_At1g44750 -	no entry	null
	at_At1g61740 -	no entry	null
	at_At1g63120 -	no entry	null
	at_At1g09820 -	no entry	null
	at_At1g18010 -	no entry	null
	at_At2g40900 -	no entry	null
	at_At2g46890 -	no entry	null
	at_At3g59340 -	no entry	null
	at_At3g63310 -	no entry	null
	at_At3g28060 -	no entry	null
	at_At3g22360 -	no entry	null
	at_At4g05120 -	no entry	null
	at_At4g33410 -	no entry	null
	at_At5g65980 -	no entry	null
	at_At1g19520 -	no entry	null
	at_At1g25270 -	no entry	null
	at_At1g32350 -	no entry	null
	at_At1g44960 -	no entry	null
	at_At1g48510 -	no entry	null
	at_At1g64890 -	no entry	null
	at_At1g68170 -	no entry	null
	at_At1g70330 -	mips_08	"unknown protein (At1g70330)"
			mips_20
	at_At1g12640 -	no entry	null
	at_At2g16800 -	no entry	null
	at_At2g16990 -	no entry	null
	at_At2g33280 -	no entry	null
	at_At2g39510 -	no entry	null
	at_At3g06370 -	no entry	null
	at_At3g06710 -	no entry	null
	at_At3g28050 -	no entry	null
	at_At3g01350 -	no entry	null
	at_At4g18220 -	no entry	null
	at_At4g21250 -	no entry	null
	at_At4g22550 -	no entry	null
	at_At4g24980 -	no entry	null
	at_At4g08290 -	no entry	null
	at_At4g08300 -	no entry	null
	at_At4g23030 -	no entry	null
	at_At5g20270 -	no entry	null
	at_At5g40230 -	no entry	null
	at_At5g52050 -	no entry	null


------------------
Rule 5534
	eval(_1,_2,0.0-9.0e-25),keyword(_2,activator) = 1
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,349.0-485.0),classification(_2,rhodobacterales) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,clostridium),db_ref(_2,pfam) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,1005.0-6487.0),classification(_2,schizosaccharomyces) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,saccharomyces),keyword(_2,oxidoreductase) = 1
	->  class mips_01_20 "secondary metabolism"

	Evaluation on training data (5270 items):
	at_At1g20490	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g20500	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At1g20560	mips_01_06_01_01	"unknown protein (At1g20560)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g21530	mips_02	"amp-binding protein, putative"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g21540	mips_01_05_01_01_03	"amp-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g51680	mips_01_06_01_01	"4-coumarate--coenzyme A ligase (At4CL1)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g55320	mips_01_05_01_01_03	"acetyl-CoA synthetase, putative"
			mips_01_06_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At1g65880	mips_01_06_01	""
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_02_99
			mips_30_01
	at_At1g66120	mips_01_06_01_01	"hypothetical protein"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g68270	mips_02	"putative amp-binding protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_25
	at_At1g75960	mips_01_05_01_01_03	"AMP-binding protein, putative"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g76290 -	mips_01_05_01_01_03	"putative AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_40_19
	at_At1g77240	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g16910	mips_01_06_01	"AMP-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_20_03
			mips_40_27
			mips_40_27_99
	at_At1g07420 -	mips_01_06	"unknown protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At3g23790	mips_01_06_01_01	"AMP-binding protein, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
	at_At4g19010	mips_01_05_01_01_03	"4-coumarate-CoA ligase - like"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g16340	mips_01_05_01_01	"AMP-binding protein"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	Training Accuracy: 16/18 (88.89%)
	Training Frequency class 'mips_01_20': 579/5270 (10.99%)

	Evaluation on validation data (2658 items):
	at_At1g65060	mips_01_05_01_01_03	"4-coumarate:CoA ligase 3 (4CL3)"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g20480	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At4g33010 -	mips_01_01_01_11	"P-Protein - like protein"
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At5g35930	mips_01_20_37	"unknown protein"
			mips_01_20_37_03
			mips_11_05_03
	at_At5g47910	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At5g63380	mips_01_05_01_01_03	"4-coumarate-CoA ligase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Validation Accuracy: 5/6 (83.33%)
	Validation Frequency class 'mips_01_20': 244/2658 (9.18%)

	Evaluation on propertest data (4472 items):
	at_At1g20510 -	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g30520	mips_01_05_01_01_03	"unknown protein (At1g30520)"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g65890	mips_01_06_01_01	"putative protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g77590 -	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_25_05_25
	at_At1g62940	mips_01_06_01_01	"4-coumarate:coenzyme A ligase, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At2g17650	mips_01_06_01_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_35_01
			mips_02_25
	at_At2g47240 -	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At3g16170	mips_01_05_01_01	"long-chain acyl-CoA like synthetase"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_05_99
			mips_40_19
	at_At3g21230	mips_02	"putative 4-coumarate:CoA ligase 2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g21240	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase 2"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g48990	mips_01_05_01_01	"4-coumarate-CoA ligase -like protein"
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At4g14070 -	mips_01_06_01	"A6 anther-specific protein (Z97335.16)"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At5g16370	mips_01_05_01_01_03	"AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g23050 -	mips_01_05_01_01_03	"acetyl-CoA synthetase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g36880 -	mips_01_05_01_01_03	"acetyl-CoA synthetase"
			mips_01_06_01
			mips_01_06_01_05
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	Propertest Accuracy: 9/15 (60.00%)
	Propertest Frequency class 'mips_01_20': 455/4472 (10.17%)

	New (unknown) data (2658 items):
	at_At4g05160 -	no entry	null


------------------
Rule 6428
	eval(_1,_2,0.0-9.0e-25),classification(_2,fungi),keyword(_2,inner_membrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rhizobiaceae),keyword(_2,oxidoreductase) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,methanocaldococcus) = 0
	->  class mips_01_20 "secondary metabolism"

	Evaluation on training data (5270 items):
	at_At1g13070	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At1g13100 -	mips_11_07_01	"putative cytochrome P450 monooxygenase"
	at_At1g13140 -	mips_02_11	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g13150 -	mips_02_11	"putative cytochrome P450 monooxygenase"
	at_At1g13710	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g18140	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At1g19250 -	mips_01_01	"hypothetical protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g19630	mips_01_20_17_07	"cytochrome P450, putative"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g20620 -	mips_11_05_01	"unknown protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_01
			mips_40_19
	at_At1g21850	mips_01_20_17_01	"pectinesterase, putative"
			mips_11_07_03
	at_At1g23800	mips_01_20_05	"putative aldehyde dehydrogenase NAD+"
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At1g26570	mips_01_05_01_03_02	"UDP-glucose dehydrogenase like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At1g33720	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g33730 -	mips_01_06_04	"cytochrome P450, putative"
			mips_02_11
			mips_11_07
			mips_11_07_01
			mips_40_07
	at_At1g34540 -	mips_45	"cytochrome p450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g36580	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g44170	mips_01_20_05	"puative aldehyde dehydrogenase"
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g47620 -	mips_02_11	"hypothetical protein"
	at_At1g48030 -	mips_01_01	"lipoamide dehydrogenase precursor"
			mips_01_01_01
			mips_02_01
			mips_02_08
			mips_02_10
			mips_02_11
			mips_11_07
			mips_67_15
	at_At1g48910	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g51720 -	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
	at_At1g54870	mips_01	"putative protein (At1g54870)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_16
	at_At1g55940	mips_01_01_10	"cytochrome P450, putative"
			mips_01_02
			mips_01_02_99
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_20_99
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_47_03_11
			mips_47_03_11_07
	at_At1g57750 -	mips_02_11	"putative protein"
	at_At1g62180 -	mips_01_01_01_11	"putative adenosine-5'-phosphosulfate reductase"
			mips_01_01_01_11_03
			mips_01_02_01
	at_At1g62570 -	mips_01_02	"similar to glutamate synthase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g62600 -	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
	at_At1g62830	mips_01_20_17_03	"flavin-containing amine oxidase"
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At1g63340 -	mips_01_01_99	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g64190 -	mips_02_07	"6-phosphogluconate dehydrogenase, putative"
			mips_02_07_01
	at_At1g64710	mips_01_20_01	"putative protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g64930	mips_01_20_17_07	"hypothetical protein"
	at_At1g65560 -	mips_02_16	"putative oxido reductase (At1g65560)"
	at_At1g66130 -	mips_01_05_04	"hypothetical protein"
			mips_01_06_01_01
	at_At1g66540	mips_01_20_35	"hypothetical protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At1g68010 -	mips_01_01_01_11_01	"hydroxypyruvate reductase (HPR)"
			mips_01_01_10_05
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g69500 -	mips_02	"hypothetical protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g71040	mips_01_20	"putative spore coat protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_01
			mips_01_20_99
			mips_08
			mips_08_19
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_05_01_99
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_02
			mips_40_34
			mips_40_34_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At1g71170 -	mips_01_01	"dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_40_16
	at_At1g74540 -	mips_11_07_01	"cytochrome P450 like protein"
	at_At1g74550 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g74920	mips_01_20_05	"betaine aldehyde dehydrogenase like protein"
			mips_01_20_17_01
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g75130 -	mips_45	"cytochrome P450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g75790	mips_01_20_17	"polymer protein, putative"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At1g06820	mips_01_03_04	"unknown protein"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_30_26
			mips_30_26_03
			mips_67_15
	at_At1g78490	mips_02	"putative protein"
			mips_01_06
			mips_01_06_04
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
	at_At1g79440	mips_01_20_05	"succinic semialdehyde dehydrogenase 1 (SSADH1)"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g79750 -	mips_01_05_01_03	"putative malate oxidoreductase"
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_67_15
	at_At2g22830	mips_02	"putative squalene epoxidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20
			mips_01_20_13
			mips_02_11
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_20
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
			mips_67_15
	at_At1g01600 -	mips_02	"hypothetical protein"
			mips_01_06
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g61040	mips_01_20	"cytochrome P450 monooxygenase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g12310	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
	at_At4g12320	mips_01_20_17_07	"cytochrome P450 homolog"
			mips_11_07_01
	at_At4g12420	mips_01_20	"pollen-specific protein - like predicted GPI-anchored protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At4g34240	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20
			mips_01_20_05
			mips_02_01
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g02580 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g07440	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g07450	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g05180	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_20
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At2g12190	mips_01_20_17	"pseudogene"
			mips_01_20_17_07
	at_At2g13560 -	mips_01_05_01_03_03	"malate oxidoreductase (malic enzyme)"
			mips_02_08
			mips_02_10
	at_At2g21890	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At2g23190	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g24270	mips_01_20_05	"putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At2g25160	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
	at_At2g26170 -	mips_01_06_04	"Cytochrome P450 like protein"
			mips_11_07_01
	at_At2g27000 -	mips_02_11	"putative cytochrome P450"
	at_At2g27010	mips_02	"putative cytochrome P450"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_40_02
	at_At2g27690 -	mips_02_11	"putative cytochrome P450"
	at_At1g09420 -	mips_01_03	"putative Glucose-6-phosphate dehydrogenase (F14J9.8)"
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11_07
	at_At2g29280	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29300	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29310	mips_01_01_10_05	"putative tropinone reductase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29320	mips_01_01_01_11	"tropinone reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At2g29360	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
			mips_67_15
	at_At2g30210	mips_01_20_17_01	"putative laccase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g30770 -	mips_11_07_01	"putative cytochrome P450"
	at_At2g33230 -	mips_01_02	"putative flavin-containing monooxygenase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At2g37540	mips_01_01_01_11	"putative oxidoreductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At2g38080	mips_01_20_17_01	"putative diphenol oxidase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g42250	mips_01_20	"putative cytochrome P450"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At2g45550	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g45560	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At2g45580	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g46210 -	mips_01_06_99	"putative fatty acid desaturase/cytochrome b5 fusion protein"
	at_At2g46660	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g47120	mips_01_01_01_11	"putative alcohol dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At2g47130	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At2g47140	mips_01_01_01	"alcohol dehydrogenase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g47150	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At3g06860 -	mips_01_05_01_05	"fatty acid multifunctional protein (AtMFP2)"
			mips_01_05_01_05_07
			mips_01_06_04
			mips_01_06_07
			mips_02_25
			mips_30_19
			mips_40_19
	at_At3g07690 -	mips_01_05_01_01_01	"putative glycerol-3-phosphate dehydrogenase"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g12790	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_40_16
	at_At3g13390	mips_01_20_17_01	"L-ascorbate oxidase precursor, putative"
			mips_11_07_03
	at_At3g13400	mips_01_20	"pollen specific protein, putative"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At3g13682	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
	at_At3g13730	mips_01_20_17_07	"CYP90D"
	at_At3g14620 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14640 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14680 -	mips_02	"putative cytochrome P450"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g15090	mips_01_20_01	"zinc-binding dehydrogenase, putative"
			mips_01_20_01_05
			mips_02_16
	at_At3g15290 -	mips_01_05_01_05	"putative 3-hydroxybutyryl-CoA dehydrogenase"
			mips_01_05_01_05_07
			mips_02_25
	at_At3g25530 -	mips_01_01_01_15	"putative protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At3g26150 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26160 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26170 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26180 -	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26200 -	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26210 -	mips_11_07	"cytochrome P450, putative"
			mips_11_07_01
	at_At3g26300 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26330 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26770	mips_01_01_01_11	"short chain alcohol dehydrogenase like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At3g26830 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At3g27300 -	mips_01_03	"glucose-6-phosphate 1-dehydrogenase, putative"
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
	at_At3g27820 -	mips_01_02_01	"putative cytosolic monodehydroascorbate reductase"
			mips_01_07
			mips_02_08
			mips_02_13
			mips_02_13_01
			mips_67_15
	at_At3g28740	mips_01_20	"cytochrome P450, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At3g29360	mips_01_05_01_03_02	"UDP-glucose dehydrogenase, putative"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At1g11600	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At1g11680 -	mips_45	"obtusifoliol 14-alpha demethylase like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g44250	mips_01	"cytochrome P450-like protein"
			mips_01_20
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At3g45770 -	mips_02_16	"nuclear receptor binding factor-like protein"
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g47360	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At3g52880 -	mips_01_07_01	"monodehydroascorbate reductase (NADH) - like protein"
			mips_02_08
	at_At3g52970	mips_02	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At3g53140	mips_01_20_05	"caffeic acid O-methyltransferase - like protein"
			mips_01_20_05_11
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
			mips_11_05_05
			mips_11_05_05_01
	at_At3g53280 -	mips_11_07	"cytochrome P450 monooxygenase (CYP71B5)"
			mips_11_07_01
	at_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g60420 -	mips_02_01	"unknown protein"
			mips_02_19
	at_At3g60440 -	mips_01_05_04	"putative protein"
			mips_02_01
			mips_02_01_03
			mips_47_03_15
			mips_47_03_15_07
	at_At4g01690 -	mips_01_07_01	"protoporphyrinogen oxidase"
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_07
	at_At1g12140 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g12200 -	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_40_27
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g09670 -	mips_01_05_01_01_01	"AX110P like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_99
			mips_01_05_01_03_01
			mips_01_05_01_03_09
			mips_01_05_01_03_99
			mips_01_06_01_01
			mips_11_07_03
			mips_47_03_11
			mips_47_03_11_05
			mips_63_13
			mips_63_13_99
	at_At4g10020	mips_01_01	"putative oxidoreductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g12130 -	mips_40_16	"putative protein"
	at_At4g13010 -	mips_02_16	"unknown protein"
	at_At4g13180	mips_01_01_10_05	"short-chain alcohol dehydrogenase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At4g13250	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At4g15440 -	mips_01_06_04	"hydroperoxide lyase (HPL1)"
			mips_11_07_01
	at_At4g16310	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At4g17370	mips_01_05_01_03_09	"putative protein"
			mips_01_06_01_01
			mips_01_20_15
			mips_01_20_15_99
	at_At4g19230 -	mips_01_06_01	"putative cytochrome P450 protein"
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g20240 -	mips_11_07_01	"putative protein"
	at_At4g22710	mips_01_20_17	"cytochrome P450 - like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At4g23420	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_67_15
	at_At4g25240	mips_01_05	"Pollen-specific protein precursor like"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
			mips_30
	at_At4g28720	mips_01_07	"putative protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At4g29010 -	mips_01_05_01_05	"AIM1 protein"
			mips_01_05_01_05_07
			mips_01_06_04
			mips_01_06_07
			mips_02_25
			mips_30_19
			mips_40_19
	at_At4g31500 -	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83B1)"
	at_At4g36250	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g37160	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_30_01
	at_At4g37310	mips_01_20_35	"cytochrome P450-like protein"
			mips_01_20_35_01
			mips_01_20_99
			mips_02_11
	at_At4g37330	mips_01_20_35	"cytochrome P450-like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37340	mips_01_20_99	"cytochrome P450-like protein"
	at_At4g37370	mips_01_20_35	"cytochrome P450 - like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37410	mips_01_20_35	"cytochrome P450 monooxygenase like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37430	mips_01_20_17_07	"cytochrome P450 monooxygenase (CYP91A2)"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37970	mips_01_05_01_01_03	"cinnamyl alcohol dehydrogenase -like protein, LCADa"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At4g37980	mips_01_05_01_01	"cinnamyl-alcohol dehydrogenase ELI3-1"
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_40_16
			mips_63_09
			mips_63_17_09
			mips_67_15
	at_At4g38540	mips_01_01_10	"monooxygenase 2 (MO2)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_20_33
	at_At4g39500 -	mips_02	"cytochrome P450 -like protein"
			mips_01_06
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At4g39510	mips_01_20_17	"cytochrome P450 -like protein"
			mips_01_20_17_07
	at_At4g39830	mips_01_07	"putative L-ascorbate oxidase"
			mips_01_07_04
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g01050	mips_01_20_17	"laccase -like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g09970	mips_01_20_17_07	"cytochrome P450"
	at_At5g10610	mips_01_20_17_07	"cytochrome P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_01
	at_At5g11330 -	mips_01_07	"putative protein"
	at_At5g11670 -	mips_01_05_01_03_03	"NADP dependent malic enzyme - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g13110 -	mips_01_03	"glucose-6-phosphate 1-dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g14400 -	mips_01_06_04	"putative protein"
			mips_11_07_01
	at_At5g14760 -	mips_01_05	"L-aspartate oxidase -like protein"
			mips_02_10
			mips_02_13
			mips_67
			mips_67_15
	at_At5g18210	mips_01_01	"Brn1-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At5g24910 -	mips_01_06_04	"cytochrome P450-like protein"
			mips_11_07_01
	at_At5g25120 -	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g25180 -	mips_11_07_01	"cytochrome P450 71B1 - like protein"
	at_At5g33441 -	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g36220	mips_01_20_35	"cytochrome P450 monooxygenase (CYP91A1)"
			mips_01_20_35_01
			mips_01_20_99
	at_At5g38450 -	mips_01_06	"cytochrome P450-like protein"
	at_At5g39320	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g41670 -	mips_01_07	"6-phosphogluconate dehydrogenase"
			mips_02_07
			mips_02_07_01
			mips_67_15
	at_At5g44620	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase-like; cytochrome P450"
	at_At5g45340 -	mips_01_06_01_07	"cytochrome P450"
			mips_01_06_01_07_11
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At5g47990	mips_01_20_17_07	"cytochrome P450"
	at_At5g48100	mips_01_20_17_01	"laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g50690	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51480	mips_01_20_17_01	"predicted GPI-anchored protein"
			mips_11_07_03
			mips_11_07_99
	at_At5g52400 -	mips_13_11	"cytochrome P-450-like protein"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g55900 -	mips_01_05_01_01	"sucrose cleavage protein-like"
			mips_01_05_01_01_01
	at_At5g58910	mips_01_20_17_01	"laccase precursor - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g61510 -	mips_02	"quinone oxidoreductase - like protein"
			mips_01_05_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_40_16
			mips_63_17
			mips_63_17_09
	at_At5g63910	mips_01_20	"unknown protein"
			mips_01_20_17
			mips_01_20_50
			mips_06_13
			mips_40_25
	at_At5g66760 -	mips_02_10	"succinate dehydrogenase flavoprotein alpha subunit (emb|CAA05025.1)"
			mips_02_13
			mips_02_13_03
			mips_67_15
	at_At5g05260	mips_01	"cytochrome P450 CYP79A2 (CYP79A2)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_98
	at_At5g05390	mips_01_20_17	"laccase (diphenol oxidase)"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g06900	mips_01_20_17_07	"cytochrome P450"
			mips_11_07_01
	at_At5g07130	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g07440 -	mips_01_01	"glutamate dehydrogenase 2 (GDH2)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
			mips_40_16
			mips_45
			mips_45_03
			mips_45_03_17
			mips_67
			mips_67_15
	at_At5g02540	mips_01_01_01_11	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At5g02900 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At5g03630 -	mips_01_01	"monodehydroascorbate reductase (NADH) - like protein"
			mips_01_07
			mips_01_07_01
			mips_02_08
			mips_02_11
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g07800 -	mips_01_01	"dimethylaniline monooxygenase-like protein"
			mips_01_01_99
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At5g08530 -	mips_02_11_05	"NADH dehydrogenase"
	at_At5g15490	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g40760 -	mips_01_03	"glucose-6-phosphate dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
			mips_11_01
			mips_11_07
			mips_40_03
	at_At2g29130	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g29160	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
	at_At2g29170	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	Training Accuracy: 116/210 (55.24%)
	Training Frequency class 'mips_01_20': 579/5270 (10.99%)

	Evaluation on validation data (2658 items):
	at_At1g23740 -	mips_02_16	"putative auxin-induced protein"
			mips_63_21
			mips_63_21_07
	at_At1g24360	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g01280	mips_01	"cytochrome P450, putative"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11
			mips_11_07_01
			mips_98
	at_At1g50560 -	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At1g04180	mips_01_07	"putative dimethylaniline monooxygenase"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g55570	mips_01_20_17_01	"overlap with bases 100,099-109,160 of 'IGF' clone F20N2, gb|AC002328. This region is annotated in the F20N2 entry, gb|AC002328"
			mips_11_07_03
	at_At1g57770 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_07
			mips_01_07_01
			mips_02_11
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g60990 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_04
			mips_01_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At1g62540 -	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62580 -	mips_01_02	"similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g62620 -	mips_01_02	"similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g63940 -	mips_01_01	"monodehydroascorbate reductase"
			mips_01_02
			mips_01_02_01
			mips_01_07
			mips_01_07_01
			mips_02_08
			mips_02_11
			mips_02_13
			mips_02_13_01
			mips_67_15
	at_At1g64940	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g64950	mips_01	"unknown protein"
			mips_02
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At1g64970	mips_01_06	"unknown protein"
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_40_16
			mips_40_99
	at_At1g65340 -	mips_45_03_15	""
			mips_47_03_15
			mips_47_03_15_07
	at_At1g72190 -	mips_01_01_01	"phosphoglycerate dehydrogenase, putative"
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_13_03_01
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67_15
	at_At1g13080 -	mips_11_07	"putative cytochrome P450 monooxygenase (At1g13080)"
			mips_11_07_01
	at_At1g15710 -	mips_01_01_01_15	"arogenate dehydrogenase isoform 2"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At1g16400	mips_01_20_17	"cytochrome P450-like protein (At1g16400)"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g16410	mips_01_20_17	"putative cytochrome P450 protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At1g17740 -	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g20630 -	mips_11_07_03	"putative protein"
			mips_11_07_07
			mips_40_19
			mips_43
			mips_43_03
			mips_43_03_07
	at_At1g21430	mips_01_02	"flavin-containing monooxygenases, putative"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g21860	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At1g22430	mips_01_20	"Very similar to alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g22440	mips_01_20_01	"Very similar to alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At1g54100	mips_01_06	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g65860 -	mips_02	""
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_63_99
	at_At1g76160	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
	at_At1g77120	mips_01_20_01	"alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At1g11860 -	mips_01_01_01_11	"aminomethyltransferase-like precursor protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10_05
			mips_01_01_10_05_04
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At1g12550	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_05
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At2g13440 -	mips_03_03_03	"similar to glucose inhibited division protein A from prokaryotes"
	at_At2g14100	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
	at_At2g14200	mips_01_07	"F15N24.6"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g19900 -	mips_02	"malate oxidoreductase (malic enzyme)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_40_03
			mips_40_16
			mips_67
			mips_67_15
	at_At2g21730	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At2g23220	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g29340	mips_01_01_10_05	"tropinone reductase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
			mips_67_15
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g32440 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g40690 -	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase like protein"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_47_03_11
			mips_47_03_11_07
	at_At2g44890 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g45630	mips_01_04	"putative glycerate dehydrogenase"
			mips_01_20_05
			mips_03_03_03
			mips_04_05_01_04_03
			mips_06_10
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67_15
	at_At2g24180 -	mips_11_07_01	"putative cytochrome P450"
	at_At2g24190	mips_01_20_05	"putative carbonyl reductase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At2g24580 -	mips_01_01_01_11	"putative sarcosine oxidase"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_05
			mips_01_01_10_05
			mips_40_19
			mips_43
			mips_43_03
			mips_43_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At3g53290	mips_01_20	"CYTOCHROME P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g54660 -	mips_02_11	"Gluthatione reductase, chloroplast precursor"
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_67_15
	at_At3g61880	mips_02	"cytochrome p450 (CYP78A9)"
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g66658	mips_01_20_05	"betaine aldehyde dehydrogenase, putative"
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At3g14630 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g16950 -	mips_20_07	"dihydrolipoamide dehydrogenase lpd1"
			mips_20_07_05
			mips_20_07_07
			mips_20_25_16_01
			mips_20_25_16_01_03
			mips_20_25_16_01_05
			mips_30_03
			mips_30_16
			mips_35_03_03
			mips_62_01_99
			mips_62_02_99
			mips_63_02
			mips_63_21
			mips_63_21_05
	at_At3g17240 -	mips_01_01	"lipoamide dehydrogenase precursor"
			mips_01_01_01
			mips_02
			mips_01_05_01
			mips_02_01
			mips_02_08
			mips_02_10
			mips_02_11
			mips_11_07
			mips_40_16
			mips_67_15
	at_At3g20120	mips_01_20	"cytochrome P450, putative"
	at_At3g20940 -	mips_02_11	"cytochrome P450, putative"
	at_At3g24170 -	mips_02_11	"glutathione reductase, cytosolic"
			mips_11_07
			mips_13_01
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At3g26270 -	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At3g29250	mips_01_01	"short-chain alcohol dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g30775 -	mips_01_01_01	"proline oxidase, mitochondrial precursor (osmotic stress-induced proline dehydrogenase), 5' partial"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_04
			mips_01_01_10_01
			mips_01_01_10_01_01
			mips_63_11
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
			mips_98
	at_At3g48270 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48320 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48520 -	mips_01_06	"cytochrome P450-like protein"
			mips_01_06_99
	at_At3g10920 -	mips_11	"putative [Mn] superoxide dismutase"
			mips_11_01
			mips_11_01_01
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_13
			mips_13_11
			mips_40_16
			mips_63
			mips_63_17
			mips_63_17_09
	at_At3g44970	mips_01_01_01	"cytochrome P450 - like protein"
			mips_01_01_10
			mips_01_02
			mips_01_02_99
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_07
			mips_01_20_99
			mips_02_11
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At4g03140	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g11410	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_01
			mips_14_01_01
			mips_14_05
			mips_67_15
	at_At4g13260	mips_01_02_01	"putative protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_07
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At4g15380 -	mips_01	"cytochrome P450 like protein"
			mips_02
			mips_01_06
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At4g20760	mips_01_01	"cell-cell signaling protein csgA - like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At4g20930 -	mips_01_01_01_15	"3-hydroxyisobutyrate dehydrogenase -like protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_02_07
			mips_02_07_01
	at_At4g22690	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g23430	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g25100 -	mips_11_01_01	"superoxide dismutase (EC 1.15.1.1) (Fe)"
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At4g29120 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At4g37320	mips_01_20	"cytochrome P450-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37400	mips_01_20_35	"cytochrome P450 monooxygenase -like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g38420	mips_01_20_17_01	"pectinesterase like protein"
			mips_11_07_03
	at_At4g39330	mips_01_20_01	"cinnamyl-alcohol dehydrogenase CAD1"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At4g39480 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At4g39490 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At4g00360 -	mips_02_11	"probable cytochrome P450"
	at_At4g00570 -	mips_01_05_01_03_03	"putative malate oxidoreductase"
			mips_02_08
			mips_02_10
	at_At5g04900	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g06060	mips_01_01_10_05	"short chain alcohol dehydrogenase-like"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g10600	mips_01_20_35	"cytochrome P450 - like protein"
			mips_01_20_35_01
			mips_11_07_01
	at_At5g11320	mips_02	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_99
	at_At5g13700	mips_01	"polyamine oxidase"
			mips_02
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_02_11
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_20
			mips_40
			mips_40_16
			mips_67
			mips_67_15
			mips_99
	at_At5g16980 -	mips_63_17_09	"quinone oxidoreductase -like protein"
	at_At5g16990 -	mips_02	"quinone oxidoreductase - like protein"
			mips_01_05_01
			mips_01_06
			mips_02_16
			mips_11_07
	at_At5g18170 -	mips_01_01_01_01	"glutamate dehydrogenase (EC 1.4.1.-) 1 (pir||S71217)"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
			mips_45
			mips_45_03
			mips_45_03_17
	at_At5g24900 -	mips_02	"cytochrome P450-like protein"
			mips_02_11
			mips_98
	at_At5g25900	mips_01_20_13	"cytochrome P450 GA3"
			mips_11_07_01
			mips_20_20
			mips_20_20_18
	at_At5g35790 -	mips_02_07	"glucose-6-phosphate dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g38710 -	mips_01_01_01_01	"proline oxidase, mitochondrial precursor -like protein"
			mips_01_01_01_01_02
			mips_01_01_04
			mips_01_01_10
			mips_01_01_10_01
			mips_63_17_01
	at_At5g43890	mips_01	"dimethylaniline monooxygenase-like"
			mips_02
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_98
	at_At5g45180 -	mips_02	"dimethylaniline monooxygenase (N-oxide-forming)-like protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At5g52810	mips_01_01_01_01	"unknown protein"
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At5g53090	mips_01_01_01	"protochlorophyllide reductase; oxidoreductase required for shoot apex development"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g57220	mips_01_20_17	"cytochrome P450"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At5g63620	mips_01_20_01	"alcohol dehydrogenase-like protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	Validation Accuracy: 52/102 (50.98%)
	Validation Frequency class 'mips_01_20': 244/2658 (9.18%)

	Evaluation on propertest data (4472 items):
	at_At1g23010	mips_01_20_17_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_01
			mips_08_19
			mips_11_05_01_03
			mips_11_05_01_99
			mips_11_07_03
			mips_11_07_07
			mips_11_07_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
			mips_67_04_01
			mips_67_04_01_01
	at_At1g24540 -	mips_45_03_15	"putative cytochrome P450"
			mips_47_03_15
			mips_47_03_15_07
	at_At1g32780	mips_01_06_01_05	"alcohol dehydrogenase like protein"
			mips_01_20_01
			mips_01_20_01_05
	at_At1g34200 -	mips_01_06_01_01	"F23M19.12/F23M19.12"
	at_At1g41830	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At1g49670 -	mips_02_16	"ARP protein (At1g49670; F14J22.10)"
	at_At1g50520 -	mips_02_11	"cytochrome P450, putative"
	at_At1g04610	mips_01_07	"putative dimethylaniline monooxygenase"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g55560	mips_01_20_17_01	""
			mips_11_07_03
			mips_11_07_99
	at_At1g62560 -	mips_01_01_99	"similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g05160 -	mips_02	"putative cytochrome P450"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g63370 -	mips_01_02_01	"flavin-binding monooxygenase, putative"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g63710 -	mips_45	"cytochrome P450 like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g01190 -	mips_11_07_01	"cytochrome P450, putative"
	at_At1g64590	mips_01_01_10_05	"oxidoreductase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At1g64900 -	mips_02_11	"putative protein"
	at_At1g65670 -	mips_01_06_01	"cytochrome P450, putative"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g65840	mips_01_20_17_03	"polyamine oxidase, putative"
			mips_01_20_50
			mips_10
			mips_13_03
			mips_13_03_01
	at_At1g06350 -	mips_01_06_01	"hypothetical protein"
			mips_40_07
			mips_63_17
			mips_63_17_09
	at_At1g72680	mips_01_20_01	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At1g74470 -	mips_01_05_01_01_09	"geranylgeranyl reductase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_02_11
			mips_02_13
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_67_15
	at_At1g79370	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g10310	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g11610 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g01800	mips_01_20_05	"putative short-chain dehydrogenase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At1g12130 -	mips_01_01_99	"hypothetical protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g12160 -	mips_01_02_01	"hypothetical protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g12740 -	mips_45_03_15	"hypothetical protein"
			mips_47_03_15
			mips_47_03_15_07
	at_At1g13110	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g79870	mips_01_01_01_11_01	"putative D-isomer specific 2-hydroxyacid dehydrogenase"
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g13090 -	mips_11_07_01	"cytochrome P450 monooxygenase like protein"
	at_At2g05990	mips_01_01_01	"enoyl-ACP reductase (ENR1)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At2g07640	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g17330 -	mips_45	"putative obtusifoliol 14-alpha demethylase"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g17420	mips_01_02_01	"putative thioredoxin reductase"
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_11_01_01
			mips_63_21
			mips_63_21_05
	at_At2g23630	mips_01_20_17_01	"putative pectinesterase"
			mips_11_07_03
			mips_11_07_99
	at_At2g29090	mips_01_01_01	"putative cytochrome P450"
			mips_01_02
			mips_01_02_99
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29330	mips_01	"putative tropinone reductase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
			mips_98
	at_At2g29350	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_19
			mips_67_15
	at_At2g30490	mips_01_06_04	"cinnamate-4-hydroxylase"
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g30670	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
	at_At2g34500 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g40370	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g41540 -	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At2g42850 -	mips_01_06	"putative cytochrome P450"
	at_At2g43020	mips_02	"putative amine oxidase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_02_11
			mips_13
			mips_13_03
			mips_13_03_01
			mips_20
			mips_40_16
			mips_67
			mips_67_15
	at_At2g45510 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g45570	mips_01_20_17_07	"cytochrome P450 (CYP76C2)"
			mips_11_07_01
	at_At2g45970 -	mips_11_07_01	"putative cytochrome P450"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g46570	mips_01_20_17_01	"diphenol oxidase like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g22650 -	mips_01_01_01	"putative D-amino acid dehydrogenase"
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10_03
			mips_40_19
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
			mips_67_15
	at_At2g26710 -	mips_02_11	"putative cytochrome P450"
	at_At2g40890	mips_01_20	"cytochrome P450 like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
	at_At2g46960 -	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_02_11
			mips_63
			mips_98
	at_At3g03470	mips_01_20_17_07	"putative cytochrome P450"
			mips_01_20_35_01
	at_At3g03910 -	mips_01_01_01	"putative glutamate dehydrogenase"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02_01
			mips_45_03_17
			mips_67_15
	at_At3g03980	mips_01_01_01	"putative short-chain type dehydrogenase/reductase"
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67
			mips_67_15
	at_At3g04000	mips_01_01_01_11	"short-chain type dehydrogenase/reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g05260	mips_01_01	"putative glucose and ribitol dehydrogenase homolog"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
	at_At3g09220	mips_01_20_17	"putative laccase"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g10390	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
	at_At3g10560	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g10570	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_11_07_01
	at_At3g14610 -	mips_02_11	"putative cytochrome P450"
	at_At3g14650 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14660 -	mips_01_06_01	"putative cytochrome P450"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14690 -	mips_01_06_01	"putative cytochrome P450"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g19450	mips_01_05_01_01_03	"putative cinnamyl alcohol dehydrogenase 2"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At3g19480 -	mips_01_01	"phosphoglycerate dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_01
			mips_02_07
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67
			mips_67_15
	at_At3g20110	mips_02	"cytochrome P450, putative"
			mips_01_20
			mips_02_11
	at_At3g20130 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g20140	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_02_11
	at_At3g25180	mips_01_20_17_07	"cytochrome P450 monooxygenase, putative"
			mips_11_07_01
	at_At3g26190 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26220 -	mips_02	"cytochrome P450 monooxygenase (CYP71B3)"
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g26230 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26280	mips_01	"cytochrome P450 monooxygenase (CYP71B4)"
			mips_02
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g26290 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26310 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26320 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g27380 -	mips_02_10	"succinate dehydrogenase iron-protein subunit, putative"
			mips_02_11_05
			mips_02_13
	at_At3g29260	mips_01_01_10_05	"short-chain alcohol dehydrogenase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g30290 -	mips_02	"cytochrome P450, putative"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g48000	mips_01_07	"aldehyde dehydrogenase (NAD+)-like protein"
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g48170	mips_01_20_05	"betaine aldehyde dehydrogenase-like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At3g48280	mips_01_20	"Cytochrome P450 - like protein"
	at_At3g48290 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48310 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At3g50520 -	mips_01_04_99	"phosphoglyerate mutase like protein"
			mips_02_01
			mips_02_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At3g50560	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_19
			mips_67
			mips_67_15
	at_At3g50660 -	mips_01_06_01_07	"steroid 22-alpha-hydroxylase (DWF4)"
			mips_01_06_01_07_11
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g53130 -	mips_02	"Cytochrom P450 -like protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g53300 -	mips_02_11	"CYTOCHROME P450-like protein"
			mips_11_07
			mips_11_07_01
	at_At3g56350 -	mips_11_01_01	"manganese superoxide dismutase-like protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_63_17
			mips_63_17_09
	at_At3g56460 -	mips_02_16	"quinone reductase-like protein"
			mips_11_07
	at_At3g59050	mips_01_20_17_03	"unknown protein"
			mips_01_20_50
	at_At3g61990	mips_01_07_01	"unknown protein"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At3g01010	mips_01_05_01_03	"putative UDP-glucose 6-dehydrogenase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
			mips_67_15
	at_At3g01900 -	mips_01_06_99	"putative cytochrome P450"
	at_At3g02360 -	mips_02_07	"unknown protein"
			mips_02_07_01
	at_At3g09940 -	mips_01_07	"putative monodehydroascorbate reductase (NADH)"
			mips_02_08
			mips_67
			mips_67_15
	at_At4g12300	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
			mips_11_07_01
	at_At4g12330	mips_01_20	"flavonoid 3',5'-hydroxylase like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g13770 -	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83A1)"
	at_At4g15110 -	mips_11_07_01	"cytochrome P450 (Z97337.39)"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g15310 -	mips_45	"cytochrome P450 like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g15350 -	mips_11_07	"cytochrome P450 like protein"
			mips_11_07_01
	at_At4g15360	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At4g21580 -	mips_02_16	"putative NADPH quinone oxidoreductase"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_09
	at_At4g22010	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
	at_At4g22110	mips_01_20_01	"alcohol dehydrogenase like protein"
			mips_01_20_01_05
	at_At4g27710 -	mips_01_06_01	"cytochrome P450 - like protein"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At4g27760	mips_01_01_01_11	"forever young gene (FEY) (fragment)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
	at_At4g28090	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
	at_At4g29720 -	mips_02_11	"unknown protein"
	at_At4g31940	mips_01_20	"Cytochrome P450-like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At4g31970	mips_01_20_17	"Cytochrome P450-like protein"
			mips_01_20_17_07
	at_At4g32540	mips_01_07	"dimethylaniline monooxygenase - like protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At4g34230	mips_01_20_35	"cinnamyl alcohol dehydrogenase like protein"
			mips_01_20_35_01
			mips_02_16
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At4g35460	mips_01_02	"thioredoxin reductase (NADPH) 2"
			mips_01_02_01
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_63_21
			mips_63_21_05
	at_At4g36220	mips_01_20_35_01	"ferulate-5-hydroxylase (FAH1)"
	at_At4g36380	mips_02	"cytochrome P450 (ROTUNDIFOLIA3)"
			mips_01_06
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
	at_At4g37360	mips_01_20_99	"cytochrome p450 - like protein"
	at_At4g39950	mips_01_20_17_07	"cytochrome P450 like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g04630	mips_01_20	"cytochrome P450 - like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
	at_At5g04660	mips_01_20_17_07	"cytochrom P450 - like protein"
			mips_11_07_01
	at_At4g02580 -	mips_01_06_01_07	"predicted NADH dehydrogenase 24 kD subunit"
			mips_01_06_01_07_15
			mips_01_06_10
			mips_02_11_05
			mips_02_11_07
			mips_02_13
			mips_02_13_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At4g37990	mips_01_05_01_01_03	"cinnamyl-alcohol dehydrogenase ELI3-2"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At5g06905	mips_01_20_17	"cytochrome P450-like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At5g07990	mips_01	"flavonoid 3'-hydroxylase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
			mips_99
	at_At5g08250 -	mips_01_06_01	"cytochrome P450-like protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g09360	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g14780	mips_01_01_01	"formate dehydrogenase (FDH)"
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_20_05
			mips_01_20_09
			mips_02_10
			mips_02_16
			mips_02_22
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_15
	at_At5g15940	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_19
	at_At5g16960 -	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g16970 -	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g22620 -	mips_02	"Unknown protein (At5g22620; MDJ22.4)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_04
			mips_02_01
			mips_02_01_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_19
	at_At5g23310 -	mips_11_01_01	"iron superoxide dismutase 3 (gb|AAC24834.1)"
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
	at_At5g24760	mips_01_05_01	"alcohol dehydrogenase - like protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g25620	mips_01_07	"unknown protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g25880 -	mips_01_05_01_03_03	"malate dehydrogenase - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g34930 -	mips_01_01	"arogenate dehydrogenase"
			mips_01_01_01
	at_At5g36110 -	mips_45	"cytochrome P450-like"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g40610 -	mips_01_05_01_01_01	"dihydroxyacetone 3-phosphate reductase (dhaprd)"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g42250	mips_01_20	"alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g42580	mips_01_20_17_07	"cytochrome P450"
	at_At5g42590 -	mips_11_07_01	"cytochrome P450"
	at_At5g42650	mips_01_20_17_07	"allene oxide synthase (emb|CAA73184.1)"
	at_At5g43940	mips_01_20_01	"alcohol dehydrogenase (EC 1.1.1.1) class III (pir||S71244)"
			mips_01_20_01_05
			mips_63_17_09
			mips_67_15
	at_At5g50590	mips_01_01	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At5g51100 -	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_13_11
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_16
			mips_63_17
			mips_63_17_09
	at_At5g51970	mips_01_05_01_01_01	"sorbitol dehydrogenase-like protein"
			mips_01_20_01
			mips_01_20_01_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g54080 -	mips_01_01	"homogentisate 1,2-dioxygenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
	at_At5g57260 -	mips_11_07_01	"cytochrome P450"
	at_At5g58860 -	mips_02	"cytochrome P450 CYP86A1"
			mips_01_06
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At5g60020	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g61290 -	mips_01_01	"putative protein"
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At5g61320	mips_01	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At5g62530	mips_01	"delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
			mips_02
			mips_01_05
			mips_01_06
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
	at_At5g63450 -	mips_01_06_99	"cytochrome P450-like protein"
	at_At5g66920	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07
			mips_11_07_03
			mips_30_01
	at_At5g67290 -	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At5g67310	mips_01_20_17_07	"cytochrome P450"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At5g01040	mips_01	"laccase -like protein"
			mips_01_07
			mips_01_07_04
			mips_01_20
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_99
	at_At5g01190	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g03260	mips_01_20_17	"laccase (diphenol oxidase)-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g04120 -	mips_01_05_04	"phosphoglycerate mutase - like protein"
			mips_02_01
			mips_02_01_03
			mips_47_03_15
			mips_47_03_15_07
	at_At5g04330	mips_01_20_35	"ferulate-5-hydroxylase (CYP84)"
			mips_01_20_35_01
	at_At5g05320	mips_01_01_10_05	"monooxygenase"
			mips_01_01_10_05_07
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_33
			mips_67_15
	at_At5g21060 -	mips_01_01_01	"homoserine dehydrogenase-like protein"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_04
	at_At5g21100	mips_01_07_04	"ascorbate oxidase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g48000 -	mips_01_06_01_07	"cytochrome P450-like protein"
			mips_01_06_01_07_11
			mips_11_07_01
	at_At5g48450	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
	Propertest Accuracy: 93/174 (53.45%)
	Propertest Frequency class 'mips_01_20': 455/4472 (10.17%)

	New (unknown) data (2658 items):
	at_At1g03990 -	no entry	null
	at_At1g55980 -	no entry	null
	at_At1g58260 -	no entry	null
	at_At1g67110 -	no entry	null
	at_At1g74110 -	no entry	null
	at_At2g28860 -	no entry	null
	at_At2g30750 -	no entry	null
	at_At2g31360 -	no entry	null
	at_At2g34490 -	no entry	null
	at_At3g10230 -	no entry	null
	at_At3g19270 -	no entry	null
	at_At3g20080 -	no entry	null
	at_At3g20090 -	no entry	null
	at_At3g20790 -	no entry	null
	at_At3g20950 -	no entry	null
	at_At3g56630 -	no entry	null
	at_At4g04930 -	no entry	null
	at_At4g13290 -	no entry	null
	at_At4g15300 -	no entry	null
	at_At4g28570 -	no entry	null
	at_At5g38430 -	no entry	null
	at_At5g05690 -	no entry	null
	at_At5g04070 -	no entry	null
	at_At1g28430 -	no entry	null
	at_At1g06090 -	no entry	null
	at_At1g31800 -	no entry	null
	at_At3g59840 -	no entry	null
	at_At3g20100 -	no entry	null
	at_At3g20960 -	no entry	null
	at_At3g30180 -	no entry	null
	at_At3g48300 -	mips_98	"cytochrome p450 like protein"
			mips_99
	at_At3g09450 -	no entry	null
	at_At3g23500 -	no entry	null
	at_At4g13310 -	no entry	null
	at_At4g31950 -	no entry	null
	at_At5g24950 -	no entry	null
	at_At5g38000 -	no entry	null
	at_At1g26320 -	no entry	null
	at_At1g56000 -	no entry	null
	at_At1g67090 -	no entry	null
	at_At1g73340 -	no entry	null
	at_At1g08940 -	no entry	null
	at_At1g17060 -	no entry	null
	at_At2g21910 -	no entry	null
	at_At2g23180 -	no entry	null
	at_At2g28850 -	no entry	null
	at_At2g46950 -	no entry	null
	at_At3g03080 -	no entry	null
	at_At4g15330 -	no entry	null
	at_At4g32170 -	no entry	null
	at_At4g35090 -	no entry	null
	at_At5g17000 -	no entry	null
	at_At5g23190 -	no entry	null
	at_At5g24960 -	no entry	null
	at_At5g25130 -	no entry	null
	at_At5g25140 -	no entry	null
	at_At5g37940 -	no entry	null
	at_At5g37980 -	no entry	null
	at_At5g38410 -	no entry	null
	at_At5g38420 -	no entry	null
	at_At5g38970 -	no entry	null
	at_At5g52320 -	no entry	null
	at_At5g57030 -	no entry	null


------------------
Rule 3000
	eval(_1,_2,0.0-9.0e-25),keyword(_2,nuclear_protein),db_ref(_2,pir) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,vicieae),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,solanum),keyword(_2,transmembrane) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,nicotiana),keyword(_2,transferase) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,halobacteriales),db_ref(_2,hssp) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),classification(_2,core_eudicots) = 1
	->  class mips_01_20 "secondary metabolism"

	Evaluation on training data (5270 items):
	at_At1g14130	mips_01_20_17_07	"dioxygenase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g16350 -	mips_01_03	"putative inosine-5'-monophosphate dehydrogenase"
			mips_01_03_01
			mips_01_03_01_03
	at_At1g17010	mips_01_20	"SRG1-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g17250 -	mips_08_13	"putative receptor protein kinase"
			mips_11_05_01
	at_At1g17650 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At1g18650 -	mips_01_04_01	"predicted GPI-anchored protein (by homology)"
	at_At1g02460 -	mips_01_05_01_01_01	"polygalacturonase PG1, putative"
			mips_30_01
	at_At1g19440	mips_01_06_01_05	"very-long-chain fatty acid condensing enzyme CUT1, putative"
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g19540 -	mips_02_01	"2'-hydroxyisoflavone reductase, putative"
			mips_11_99
	at_At1g20330 -	mips_01_07_01	"unknown protein"
			mips_06_07_99
			mips_40_99
	at_At1g21130	mips_01_20_17	"O-methyltransferase, putative"
			mips_01_20_17_03
			mips_01_20_50
	at_At1g22360	mips_01_20_17_07	"putative protein"
	at_At1g22380	mips_01_05	"hypothetical protein, 5' partial"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At1g22390	mips_01	"hypothetical protein, 3' partial"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_99
	at_At1g22400	mips_01_20_17	"Putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At1g23470	mips_01_20_99	"putative polygalacturonase precursor"
	at_At1g23990 -	mips_29_02	"reverse transcriptase, putative"
	at_At1g24470	mips_01_01_01_11	"putative b-keto acyl reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g25460	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g26560	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g27680 -	mips_01_01	"ADP-glucose pyrophosphorylase, putative"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
			mips_30_01
	at_At1g28590	mips_01	"putative lipase (At1g28590)"
			mips_01_06
			mips_01_06_04
			mips_01_20
			mips_01_20_13
			mips_98
	at_At1g28600	mips_01_06_04	"lipase like protein"
			mips_01_20_13
	at_At1g28610	mips_01_06	"lipase, putative"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g30040	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g03310 -	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At1g30530	mips_01_20_17	"putative UDP-gulcoronosyl and UDP-glucosyl transferase family protein"
			mips_01_20_17_07
	at_At1g30550 -	mips_06_07_99	"hypothetical protein"
			mips_10
			mips_40_10
	at_At1g30620 -	mips_01_03	"UDP-galactose 4-epimerase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
	at_At1g03400	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g31910 -	mips_01	"hypothetical protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_40_03
	at_At1g32100	mips_01_05_01_01_01	"pinoresinol-lariciresinol reductase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g32480 -	mips_01_05_01_01_01	"NAD+ dependent isocitrate dehydrogenase subunit 2, putative"
			mips_02_01
			mips_02_10
			mips_14_01_03
	at_At1g33600 -	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g33910 -	mips_08_02	"AIG1-like protein"
			mips_10_01_05_05
			mips_40_26
			mips_40_26_03
	at_At1g35230 -	mips_03_03_01_01	"arabinogalactan-protein AGP5"
			mips_03_03_01_01_11
			mips_04_05_01_04_03
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_01_01
			mips_14_01_03
			mips_25_05_13
			mips_25_05_25
			mips_30_10
			mips_30_10_03
			mips_40_10_07
			mips_48
			mips_62_01
			mips_62_02_01_02
	at_At1g36730 -	mips_05_01	"putative protein"
			mips_05_01_01
			mips_05_04_01
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
	at_At1g43800 -	mips_01_06_01	"stearoyl acyl carrier protein desaturase, putative"
			mips_40_26
			mips_40_26_03
	at_At1g43900 -	mips_01_04	"putative protein phosphatase type 2C (At1g43900)"
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g44090	mips_01_20_17	"gibberelin 20-oxidase, putative"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g44820 -	mips_01_01_99	"aminoacylase, putative"
	at_At1g44980 -	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At1g47290 -	mips_01	"3-beta-hydroxysteroid dehydrogenase, putative"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_40_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_05
	at_At1g47990	mips_01_20_17_07	"dioxygenase, putative"
			mips_20_20
			mips_20_20_18
	at_At1g48850 -	mips_01_01_01_11	"unknown protein"
	at_At1g50170 -	mips_01_02	"unknown protein"
			mips_01_02_01
			mips_01_03_01
	at_At1g50580	mips_01	"rhamnosyltransferase, putative"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_99
	at_At1g51470	mips_01_05	"myrosinase precursor, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g51780 -	mips_01_01_10	"hypothetical protein"
			mips_01_01_10_05
			mips_01_02
			mips_63_17_11
	at_At1g52040 -	mips_11_05_03	"putative protein"
	at_At1g52070 -	mips_11_05_03	""
			mips_47_03_11
			mips_47_03_11_09
	at_At1g52130 -	mips_11_05_03	""
	at_At1g52400	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g52790	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g54340 -	mips_01_06_04	"NADP specific isocitrate dehydrogenase"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g54790	mips_01_20_13	""
	at_At1g54870	mips_01	"putative protein (At1g54870)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_16
	at_At1g55510 -	mips_01_01	"branched-chain alpha-keto acid decarboxylase E1 beta subunit"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
			mips_02_01
			mips_02_10
			mips_40_16
	at_At1g56670	mips_01_06	"lipase homolog (Lip-4)"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g59900	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_16
	at_At1g60090	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_At1g60170 -	mips_03_01_09	"unknown protein (At1g60170)"
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_25_05_10
			mips_40_10_03
			mips_40_10_07
			mips_40_10_99
	at_At1g60980	mips_01_01_99	"putative gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g61230 -	mips_11_05_03	""
	at_At1g61810	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g61820	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g62380	mips_01_01	"Unknown protein (F24O1.10)"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g62610	mips_01_01	"similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g62900	mips_01_20_17_03	"O-methyltransferase 1, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g63180 -	mips_01_03	"uridine diphosphate glucose epimerase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g63380	mips_01_01_01_11	"reductase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At1g64190 -	mips_02_07	"6-phosphogluconate dehydrogenase, putative"
			mips_02_07_01
	at_At1g64440 -	mips_01_03	"UDP-galactose 4-epimerase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g64710	mips_01_20_01	"putative protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g64910	mips_01_20_17_07	"hypothetical protein"
	at_At1g65220 -	mips_03_03_01_01	"unknown protein"
			mips_03_03_01_01_03
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_03
	at_At1g65560 -	mips_02_16	"putative oxido reductase (At1g65560)"
	at_At1g65930 -	mips_01_06_04	"unknown protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g66960 -	mips_01_06_01_07	"putative protein"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At1g68530	mips_01_06_01	"very-long-chain fatty acid condensing enzyme (CUT1)"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g69100 -	mips_06_13	"hypothetical protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g69830 -	mips_01_05_01_01_01	"putative alpha-amylase"
			mips_02_19
	at_At1g69940 -	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At1g70400 -	mips_03_01	"hypothetical protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_25_05_10
			mips_40_04
			mips_40_10_07
	at_At1g72570 -	mips_25_03	"putative AP2 domain transcription factor"
	at_At1g72990 -	mips_40_01	"unknown protein (At1g72990)"
			mips_40_25
	at_At1g73250 -	mips_01_05_01_01_01	"GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g73600 -	mips_06	"phosphoethanolamine N-methyltransferase, putative"
			mips_06_07_99
			mips_10
			mips_13
			mips_13_11
			mips_40_10
			mips_40_99
	at_At1g06620	mips_01_01_99	"oxidoreductase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g75280	mips_01_03	"putative NADPH oxidoreductase"
			mips_01_05_01_01_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g75940	mips_01_05_01_01_02	"ATA27"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g76130 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_05
			mips_02_16
			mips_02_19
			mips_02_22
	at_At1g01420	mips_01_20_17	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_17_07
			mips_01_20_35_01
	at_At1g78500 -	mips_01_06_01	"Putative Oxidosqualene Cyclase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_40_07
	at_At1g78510	mips_01_06	"polyprenyl diphosphate synthase (At-trans-PT)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_16
	at_At1g78950 -	mips_01_06_01_07	"hypothetical protein"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At1g78970 -	mips_01_06_01_07	"putative protein"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At1g80050 -	mips_01_03_01	"adenine phosphoribosyltransferase"
			mips_01_03_01_03
	at_At1g80330	mips_01_20_13	"putative gibberellin 3 beta-hydroxylase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g80340	mips_01_20	"gibberellin 3 beta-hydroxylase"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g80560 -	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At1g80820	mips_01_03	"cinnamoyl CoA reductase like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g17760 -	mips_06_13	"putative chloroplast nucleoid DNA-binding protein"
			mips_20_03
	at_At2g19150	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g21610	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At2g30390	mips_01_07	"putative ferrochelatase precusor"
			mips_01_20_19
			mips_01_20_19_01
			mips_02_13
			mips_02_13_03
			mips_13_01_01
			mips_13_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_17_09
	at_At2g31750	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g31790	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g42910 -	mips_01_01	"putative ribose phosphate pyrophosphokinase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g43030 -	mips_05_01_01	"50S ribosomal protein L3"
			mips_40_10_07
	at_At2g44350 -	mips_01_05_01_01_01	"citrate synthase"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At2g45310 -	mips_01_05_99	"putative nucleotide sugar epimerase"
			mips_02_01
	at_At2g47550 -	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At3g16450 -	mips_11	"putative lectin"
			mips_11_05
			mips_11_05_03
	at_At3g16520	mips_01_20_17	"glucosyltransferase like protein"
			mips_01_20_17_07
	at_At3g23360 -	mips_10_01_05_01	"hypothetical protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g23530 -	mips_01_07_01	"unknown protein"
			mips_06_07_99
	at_At1g01910 -	mips_03_03_04	"arsA homolog (hASNA-I), putative"
			mips_03_03_04_05
			mips_08_01
			mips_30_03
			mips_30_10_07
			mips_40_10_07
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_22
			mips_67_50_25
	at_At3g46660	mips_01_20_17_07	"glucosyltransferase-like protein"
	at_At3g46700	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
	at_At3g54250 -	mips_01_06_01_07	"DIPHOSPHOMEVALONATE DECARBOXYLASE - like protein"
			mips_01_06_01_07_11
	at_At3g54320 -	mips_25_03	"aintegumaenta-like protein"
	at_At3g54710 -	mips_03_01_03	"putative protein"
			mips_03_01_11
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_25_05_07
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
	at_At4g33920 -	mips_10_01_05	"unknown protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g34200 -	mips_01_01_01	"Phosphoglycerate dehydrogenase - like protein"
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_15
	at_At4g34250	mips_01_06_01_05	"fatty acid elongase - like protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At4g34520	mips_01_06_01	"fatty acid elongase 1"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At1g02050	mips_01_06_01_05	"unknown protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g01890 -	mips_40_25	"purple acid phosphatase like protein"
	at_At1g07320 -	mips_05_01	"unknown protein"
			mips_05_01_01
	at_At2g02400	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g02500 -	mips_01_06_01_07	"2-C-methyl-D-erythritol 4-phosphate cytidyltransferase (ATMEPCT)"
	at_At1g07450	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g04910 -	mips_01_04_01	"hypothetical protein"
	at_At2g15090	mips_01	"putative fatty acid elongase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At2g15490	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g16280	mips_01_06_01_05	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g17130 -	mips_01_05_01_01_01	"putative NAD+ dependent isocitrate dehydrogenase subunit 2, IDH2"
			mips_02_01
			mips_02_10
			mips_04_99
	at_At2g17480 -	mips_11_05	"membrane protein Mlo8"
			mips_11_05_01
			mips_11_05_03
	at_At2g18620	mips_01_06	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	at_At2g19620 -	mips_03_03_01	"putative SF21 protein {Helianthus annuus}"
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_03
			mips_13_03_01
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_14_01_01
			mips_14_04_07
			mips_20_25_03
			mips_20_25_03_03
	at_At2g20050 -	mips_06	"putative protein phosphatase 2C"
			mips_06_07_03
			mips_10
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_01
			mips_63_17_07
	at_At2g20360 -	mips_01_06_01_07	"putative NADH-ubiquinone oxireductase"
			mips_01_06_01_07_11
			mips_02_11_05
			mips_30_16
	at_At2g20680 -	mips_01_05_01_01_01	"(1-4)-beta-mannan endohydrolase"
			mips_40_25
	at_At2g21100 -	mips_11	"putative disease resistance response protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_30
			mips_30_01
			mips_99
	at_At2g21280 -	mips_01_03	"unknown protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_03_03_03
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g21890	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At2g22590	mips_01_20_17_07	"putative anthocyanidin-3-glucoside rhamnosyltransferase"
	at_At2g22930	mips_01_20_17	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20_17_07
	at_At2g23210	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g23260	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g23800	mips_01_06_01	"pregeranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At2g25450	mips_01_01	"putative dioxygenase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At2g26820 -	mips_06_99	"similar to avrRpt2-induced protein 1"
			mips_11_05_03
	at_At2g26930 -	mips_01_01_01_07	"putative ripening-associated protein"
			mips_01_01_01_07_03
			mips_01_06_01_07
			mips_01_06_01_07_13
	at_At2g26990 -	mips_04_05_01_04_99	"putative PCI domain protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_03
	at_At2g27130 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At1g09340 -	mips_01_05_01_01_01	"putative RNA-binding protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09390	mips_01_06_04	"putative lipase"
			mips_01_20_13
	at_At2g28010 -	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At2g28080	mips_01_05_01	"putative glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At2g29280	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29300	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29310	mips_01_01_10_05	"putative tropinone reductase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29320	mips_01_01_01_11	"tropinone reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At2g29750	mips_01_05_01	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At2g30150	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g30920 -	mips_01_06	"dihydroxypolyprenylbenzoate methyltransferase"
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_40_16
			mips_40_99
	at_At1g09700 -	mips_04_05_05	"Unknown protein"
			mips_04_05_05_99
	at_At2g32480 -	mips_06_07_11	"unknown protein"
			mips_20_25_16_99
			mips_47_03_11
	at_At2g32810	mips_01_05_01_01_01	"putative beta-galactosidase (BGAL9)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At2g32860	mips_01_05	"putative beta-glucosidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g33600	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34460	mips_01_05_01_03_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34550	mips_01_20_17_07	"putative gibberellin 2-oxidase"
			mips_20_20
			mips_20_20_18
	at_At2g34970 -	mips_01_01	"putative translation initiation factor eIF-2B epsilon subunit"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_05
			mips_05_04
			mips_40_03
	at_At2g35020 -	mips_01	"putative UDP-N-acetylglucosamine pyrophosphorylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_01
	at_At2g35390 -	mips_01_01	"phosphoribosyl pyrophosphate synthetase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_05_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g36670 -	mips_04	"putative protease"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_99
	at_At2g36770	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g39200 -	mips_11_05_01	"membrane protein Mlo12"
	at_At2g41050 -	mips_01_01_07	"unknown protein"
			mips_40_25
			mips_67_10
	at_At2g42790 -	mips_01_05_01_01_01	"putative citrate synthase"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At2g43420 -	mips_01_05_01_01_01	"putative sterol dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At2g43660 -	mips_01_04	"putative beta-1,3-glucanase, C terminal fragment, predicted GPI-anchored protein"
			mips_01_04_01
			mips_01_05_01
	at_At2g43840	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g44180 -	mips_03_01_01	"methionine aminopeptidase-like protein"
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_06_07_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
	at_At2g44450	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44460	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g44490	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44520 -	mips_01_06_07	"heme A farnesyltransferase like protein"
			mips_01_07
			mips_01_07_01
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_10
	at_At2g44800	mips_01_01_99	"putative flavonol synthase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At2g45240 -	mips_03_01_03	"putative methionine aminopeptidase"
			mips_06_13_01
			mips_06_13_99
			mips_63_17
	at_At2g45440 -	mips_01	"putative dihydrodipicolinate synthase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_05
	at_At2g46210 -	mips_01_06_99	"putative fatty acid desaturase/cytochrome b5 fusion protein"
	at_At1g11000 -	mips_11_05_01	"membrane protein Mlo4"
			mips_11_05_03
	at_At2g46720	mips_01_06	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At2g47120	mips_01_01_01_11	"putative alcohol dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At2g47130	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At2g47280	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At2g47940 -	mips_06_07_11	"DegP2 protease (DEGP2)"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At3g06830 -	mips_01_05_01_01	"pectin methylesterase, putative"
			mips_01_05_99
			mips_40_01
	at_At3g07920 -	mips_05_01	"putative eukaryotic translation initiation factor 2 beta subunit (EIF-2-BETA)"
			mips_05_01_01
			mips_05_04_01
			mips_05_07
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02_03
			mips_63_03_03
	at_At3g09260	mips_01_05_01_01_02	"thioglucosidase 3D precursor"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g10280	mips_01_06	"putative fatty acid elongase 3-ketoacyl-CoA synthase 1"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At3g10720	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g12070 -	mips_01_06_07	"unknown protein"
			mips_06_07_01
			mips_10_01_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At3g12900	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g13450 -	mips_01_01_10	"branched chain alpha-keto acid dehydrogenase E1 beta subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g14160 -	mips_03_01_05_01	"unknown protein"
			mips_03_01_05_01_99
	at_At3g14230 -	mips_04	"transcription factor EREBP like protein"
			mips_40_10
	at_At3g14415 -	mips_01_06_04	"glycolate oxidase like protein, 3'-partial"
			mips_02_13
			mips_40_19
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g14550	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase (GGPS3)"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g14790 -	mips_01_05_01_03_01	"dTDP-glucose 4,6-dehydratase, putative"
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g15090	mips_01_20_01	"zinc-binding dehydrogenase, putative"
			mips_01_20_01_05
			mips_02_16
	at_At3g16440 -	mips_11_05_03	"putative lectin"
	at_At3g17390	mips_01_01_01_11	"s-adenosylmethionine synthetase like protein"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_01_10_05
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At3g17700 -	mips_06_10	"cyclic nucleotide-binding transporter 1 (CNBT1)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At3g17720	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_15
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_At3g17790 -	mips_40_25	"acid phosphatase type 5"
	at_At3g18080	mips_01	"beta-glucosidase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At3g21370	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g21750	mips_01_20_17	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At3g21780	mips_01_20_17	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At3g22250	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At3g23700 -	mips_04_01	"unknown protein"
			mips_04_01_04
	at_At3g23820 -	mips_01_05_01_01_01	"NAD dependent epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At3g25570	mips_01_20_17_03	"S-adenosylmethionine decarboxylase, putative"
			mips_01_20_23
			mips_01_20_50
			mips_14_04_03
			mips_14_04_03_05
	at_At3g26770	mips_01_01_01_11	"short chain alcohol dehydrogenase like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At3g27950	mips_01_20_13	"early nodule-specific protein, putative"
	at_At3g28500 -	mips_05	"acidic ribosomal protein P2b (rpp2b), putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
	at_At3g28715 -	mips_08_13	"adenosine triphosphatase, putative, 3' partial"
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_22
	at_At3g29090	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At3g29430	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g29630	mips_01_20_17	"flavonol 3-O-Glucosyltransferase, putative"
			mips_01_20_17_07
	at_At1g11590 -	mips_01_05_99	"similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
			mips_40_01
	at_At3g32040	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g42850	mips_01_05_04	"arabinose kinase - like protein"
			mips_01_20_01
	at_At3g44300 -	mips_01_02	"nitrilase 2"
			mips_20_20
			mips_20_20_18
	at_At3g44320 -	mips_01_02	"nitrilase 3"
			mips_20_20
			mips_20_20_18
	at_At3g45290 -	mips_11_05_01	"membrane protein Mlo3 (Mlo3)"
			mips_11_05_03
	at_At3g46120 -	mips_01_04	"purple acid phosphatase precursor -like protein"
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g46440 -	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratases-like protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g46490 -	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At3g46500	mips_01_20_17_07	"putative protein"
	at_At3g47350	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g47360	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At3g48330	mips_01_07_01	"protein-L-isoaspartate(D-aspartate) O-methyltransferase"
			mips_01_20_19
			mips_01_20_19_05
			mips_06_07_09
			mips_06_13_01
			mips_25_05_25
	at_At3g48460 -	mips_01_06_04	"lipase - like protein"
	at_At3g48680 -	mips_13_01_01	"putative protein"
			mips_13_01_01_01
			mips_13_07
			mips_63_06
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At3g49220 -	mips_01_05_99	"pectinesterase - like protein"
			mips_30_01
			mips_40_01
	at_At3g49620	mips_01_20_17_07	"2-oxoacid-dependent oxidase (din11)"
			mips_01_20_35_01_05
	at_At3g50210	mips_01_20_17_07	"flavonol synthase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g51160 -	mips_01_05_01_03_02	"GDP-D-mannose-4,6-dehydratase (MUR1)"
			mips_01_05_99
			mips_02_01
	at_At3g51330 -	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_At3g51470 -	mips_10_01_05_01	"protein phosphatase 2C-like protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g51680	mips_01_01_01_11	"short-chain alcohol dehydrogenase-like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g52160	mips_01_06_01	"beta-ketoacyl-CoA synthase like protein"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At3g53140	mips_01_20_05	"caffeic acid O-methyltransferase - like protein"
			mips_01_20_05_11
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
			mips_11_05_05
			mips_11_05_05_01
	at_At3g53410 -	mips_63_17_09	"unknown protein"
	at_At1g11910 -	mips_06_13_99	"putative aspartic proteinase"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g54990 -	mips_25_03	"APETALA2 - like protein"
	at_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g55590 -	mips_01_05_01_03_02	"mannose-1-phosphate guanylyltransferase-like protein"
			mips_01_07_01
			mips_02_19
	at_At3g59010	mips_01_05_01	"pectinesterase precursor-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g60130	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_02_01
	at_At3g60140	mips_01_05_01	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At3g60290	mips_01_01_99	"SRG1 - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g60610 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_25_05_10
			mips_40_10_03
			mips_40_10_07
	at_At1g12010	mips_01_20_17_07	"putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g62170 -	mips_01_05_01	"PECTINESTERASE-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g62740 -	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_05_01_01_02
	at_At3g63410	mips_01_07_01	"putative chloroplast inner envelope protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_40_26
			mips_40_26_03
	at_At4g00560 -	mips_01_05_01_01_01	"putative dTDP-6-deoxy-L-mannose-dehydrogenase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g01610 -	mips_06_07	"putative cysteine protease"
			mips_06_07_11
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62
			mips_62_01_05
	at_At4g01850	mips_01_01_01_11	"S-adenosylmethionine synthase 2"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At4g02320	mips_01_05_99	"pectinesterase - like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At4g02330 -	mips_01_05_99	"putative protein"
			mips_40_01
	at_At4g03050	mips_01_20_17_07	"2-oxoglutarate-dependent dioxygenase (AOP3)"
			mips_20_20
			mips_20_20_18
	at_At4g04880 -	mips_01_03_01	"putative adenosine deaminase"
			mips_01_03_01_01
			mips_02_99
			mips_20_25_09
			mips_20_25_09_03
			mips_20_25_16
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
	at_At4g05430 -	mips_01_04_01	"putative protein"
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g09010	mips_01_20	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_05
			mips_11_07
	at_At4g09930 -	mips_03_03_03	"AIG1-like protein"
			mips_13_05
			mips_40_04_03
			mips_48
			mips_63_19_05
	at_At4g10490	mips_01_20_17	"putative flavanone 3-beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g10500	mips_01_20_17_07	"putative Fe(II)/ascorbate oxidase"
			mips_01_20_35_01
	at_At4g13010 -	mips_02_16	"unknown protein"
	at_At4g13180	mips_01_01_10_05	"short-chain alcohol dehydrogenase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At4g13250	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At4g13700 -	mips_10_01_01	"putative protein"
			mips_67
	at_At4g15270	mips_01_20_17_07	"UTP-glucose glucosyltransferase like protein"
	at_At4g15280	mips_01_20_17	"UTP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At4g15340 -	mips_01_06_01_07	"pentacyclic triterpene synthase (04C11)"
			mips_01_06_01_07_11
	at_At4g15500	mips_01_20_17_07	"indole-3-acetate beta-glucosyltransferase like protein"
	at_At4g16580 -	mips_10_01_05	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g16760 -	mips_01_06_04	"acyl-CoA oxidase like protein"
			mips_40_19
	at_At4g16770	mips_01_01_99	"gibberellin oxidase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_14
			mips_14_01_05
			mips_20_20
			mips_20_20_18
	at_At4g17500 -	mips_04	"ethylene responsive element binding factor 1 (frameshift !)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_40_10
	at_At4g17830 -	mips_01_01_01	"putative N-acetylornithine deacetylase"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_99
			mips_01_02
	at_At4g18360 -	mips_01_06_04	"glycolate oxidase - like protein"
			mips_02_13
			mips_40_07
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_67_15
	at_At4g20460 -	mips_01_05_01_01_01	"UDP-glucose 4-epimerase - like protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g21200	mips_01_01_99	"gibberellin 20-oxidase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g22050 -	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g22260 -	mips_40_16	"IMMUTANS (IM)"
	at_At4g23340	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g23920 -	mips_01_03	"UDPglucose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_01
			mips_30_01
	at_At4g25310	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g26140	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At4g26220	mips_01_07	"caffeoyl-CoA O-methyltransferase like protein"
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
			mips_30_01
			mips_40_16
	at_At4g27570	mips_01_20_17	"UDP rhamnose--anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
			mips_01_20_17_07
	at_At4g27830 -	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_11_05_03
	at_At4g28380 -	mips_10_05	"extensin-like protein"
			mips_40_01
	at_At4g29510 -	mips_04_05_01_04_99	"arginine methyltransferase (pam1)"
			mips_06_07_09
			mips_10_01_99
			mips_11_01_99
			mips_14_01_01
			mips_30_10_03
			mips_48
			mips_62_01_01
			mips_62_02_99
	at_At4g30470	mips_01_05_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_10_03
	at_At4g31120 -	mips_03_03_01_01	"kinase binding protein - like"
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_01_04_99
			mips_06_07_09
			mips_06_07_99
			mips_10_01_99
	at_At4g33030 -	mips_01_05_01_01	"sulfolipid biosynthesis protein SQD1"
			mips_01_05_01_01_01
			mips_01_06_99
			mips_02_01
			mips_06_13_04
			mips_30_02
	at_At4g33360	mips_01_06_01	"putative dihydrokaempferol 4-reductase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_07
			mips_40_10_03
	at_At4g34540	mips_01_03	"isoflavone reductase - like protein"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At4g34710	mips_01	"arginine decarboxylase (spe2)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
	at_At4g34850	mips_01_06_01_05	"chalcone synthase - like protein"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At4g35010	mips_01_05_01_01_01	"beta-galactosidase - like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g35160	mips_01_20_17	"O-methyltransferase - like protein"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
	at_At4g35260 -	mips_02_01	"NAD+ dependent isocitrate dehydrogenase subunit 1"
			mips_02_10
			mips_04_99
	at_At4g35420	mips_01_05_01_01_01	"putative protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_40_10_03
	at_At4g36360	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g36760 -	mips_06_07_11	"aminopeptidase-like protein"
			mips_06_13_01
	at_At4g36770	mips_01	"glucosyltransferase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
	at_At4g37040 -	mips_06_07	"methionine aminopeptidase like protein"
			mips_06_07_11
			mips_06_13
			mips_06_13_99
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_02
			mips_63_17
			mips_63_17_11
	at_At4g37970	mips_01_05_01_01_03	"cinnamyl alcohol dehydrogenase -like protein, LCADa"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At4g37980	mips_01_05_01_01	"cinnamyl-alcohol dehydrogenase ELI3-1"
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_40_16
			mips_63_09
			mips_63_17_09
			mips_67_15
	at_At4g38520 -	mips_10_01_05	"putative protein phosphatase-2c"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g39120 -	mips_01	"Inositol monophosphatase - like protein"
			mips_01_04
			mips_01_04_99
			mips_01_06
			mips_01_06_01
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_11
			mips_40
			mips_40_03
			mips_40_16
	at_At4g39230	mips_01_05_01_01_01	"NAD(P)H oxidoreductase, isoflavone reductase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_01
			mips_11_99
	at_At1g12780 -	mips_01_05_01_03	"uridine diphosphate glucose epimerase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g12840 -	mips_40_25	"vacuolar ATP sythase subunit C (DET3)"
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_07
			mips_63_09
			mips_63_19_03
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At5g01330 -	mips_01_01_01_15	"pyruvate decarboxylase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g09760	mips_01_05_99	"pectin methylesterase - like protein"
			mips_01_20_01
			mips_40_01
	at_At5g10050	mips_01_01_01_11	"putative protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At5g10740 -	mips_10_01_05_01	"protein phosphatase 2C -like protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g11720 -	mips_01_05_01_01_02	"alpha-glucosidase 1"
			mips_02_01
			mips_02_19
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At5g11790 -	mips_03_03_01_02	"unknown protein"
			mips_06_07_03
			mips_08_01
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_03
			mips_13_03_01
			mips_13_11_03
			mips_13_11_03_05
			mips_14_01_01
			mips_14_04_07
			mips_20_25_03
			mips_20_25_03_03
	at_At5g12210 -	mips_01_06	"Rab geranylgeranyltransferase, beta subunit"
			mips_01_06_07
			mips_06_07
			mips_06_07_01
			mips_10_01_99
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At5g12890	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g13710 -	mips_01_06_01	"24-sterol C-methyltransferase"
			mips_01_07
			mips_01_07_01
			mips_40_99
	at_At5g13930	mips_01_06_01_05	"chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At5g14200 -	mips_01_01	"3-isopropylmalate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_67_15
	at_At5g14450	mips_01_20_13	"early nodule-specific protein - like"
	at_At5g14700	mips_01_01_01_11	"cinnamoyl CoA reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_02
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At5g14800 -	mips_01_01	"pyrroline-5-carboxylate reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_10
			mips_01_01_10_01
			mips_63_21
			mips_63_21_07
	at_At5g17310 -	mips_01	"UDP-glucose pyrophosphorylase"
			mips_01_05
			mips_02_19
			mips_06
			mips_14_04
			mips_25_05
	at_At5g17380 -	mips_01_01_01_15	"2-hydroxyphytanoyl-CoA lyase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_05_01_01_01
			mips_01_06_04
			mips_02_10
			mips_02_16
			mips_02_16_01
			mips_40_19
			mips_40_26
			mips_40_26_03
			mips_63_17_07
			mips_63_21
			mips_63_21_05
			mips_63_21_11
	at_At5g17990 -	mips_01_01	"anthranilate phosphoribosyltransferase, chloroplast precursor (sp|Q02166)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
	at_At5g18210	mips_01_01	"Brn1-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At5g18990	mips_01_05_99	"pectin methyl esterase -like protein"
			mips_01_20_01
			mips_40_01
	at_At5g19110 -	mips_20_03	"dermal glycoprotein - like"
			mips_40_25
	at_At5g19220 -	mips_01_05_01_03	"Glucose-1-phosphate adenylyltransferase (ApL1/adg2)"
			mips_01_05_01_03_02
			mips_01_07
			mips_02_19
	at_At5g19280 -	mips_06_07	"kinase associated protein phosphatase"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g19440	mips_01_03	"cinnamyl-alcohol dehydrogenase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g19730 -	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At5g20400	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g20920 -	mips_05_01	"translation initiation factor eIF-2 beta chain - like protein"
			mips_05_01_01
			mips_05_04_01
			mips_05_07
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02_03
			mips_63_03_03
	at_At5g24530	mips_01_20_17	"flavanone 3-hydroxylase-like protein"
			mips_01_20_17_07
	at_At5g24550	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26000	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26030	mips_01_20_19	"ferrochelatase-I"
			mips_01_20_19_01
			mips_02_13
			mips_02_13_03
			mips_13_01_01_01
			mips_40_26
			mips_40_26_03
	at_At5g26810	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At5g27450 -	mips_01_06_01_07	"mevalonate kinase"
			mips_01_06_01_07_11
			mips_01_06_10
			mips_40_19
			mips_63_13
			mips_63_13_01
			mips_63_19_03
	at_At5g28840 -	mips_01_05_01_01	"GDP-mannose 3,5-epimerase"
			mips_01_05_01_01_01
			mips_02_01
			mips_40_10_03
	at_At5g35740 -	mips_01_04_01	"unknown protein"
			mips_30_01
	at_At5g35940 -	mips_11_05_03	"putative protein"
	at_At5g37170	mips_01_20_17	"caffeic acid O-methyltransferase-like protein"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
	at_At5g37540 -	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At5g37760 -	mips_06_01	"putative protein (fragment)"
			mips_08_99
			mips_11_01_05
			mips_29_99
			mips_40_07
			mips_67_99
	at_At5g38040	mips_01_20_17	"glucosyltransferase-like protein"
			mips_01_20_17_07
	at_At5g41670 -	mips_01_07	"6-phosphogluconate dehydrogenase"
			mips_02_07
			mips_02_07_01
			mips_67_15
	at_At5g42370 -	mips_11_01_11	"putative protein"
			mips_11_10
			mips_11_10_09
			mips_40_27
	at_At5g42600 -	mips_01_06_01_07	"cycloartenol synthase"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At5g43450	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g43590 -	mips_01_06_99	"patatin-like protein"
			mips_65
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g46420 -	mips_04_01	"unknown protein"
			mips_04_01_01
			mips_04_01_04
	at_At5g48010 -	mips_01_06_01_07	"cycloartenol synthase"
			mips_01_06_01_07_11
			mips_01_07_01
	at_At5g48300 -	mips_01_05_01_03	"ADPG pyrophosphorylase small subunit (gb|AAC39441.1)"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
	at_At5g50240 -	mips_05	"putative protein"
			mips_06_07
			mips_06_07_09
			mips_06_13
			mips_06_13_01
			mips_40_07
	at_At5g50600	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50690	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50770	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51490 -	mips_01_05_01	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g53600 -	mips_01	"unknown protein"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At5g54000	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g54010	mips_01	"flavonol 3-O-glucosyltransferase-like protein"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At5g54160	mips_01_20	"O-methyltransferase"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
	at_At5g54960 -	mips_01_01_01	"pyruvate decarboxylase (gb|AAB16855.1)"
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g55590	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_40_01
	at_At5g56650 -	mips_01_01	"IAA-amino acid hydrolase homolog 1 precursor (sp|P54969)"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_63_17
			mips_63_17_11
	at_At5g56750 -	mips_03_03_01_02	"pollen specific protein SF21"
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
			mips_11_05_03
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_03
			mips_13_03_01
			mips_13_11_03
			mips_13_11_03_05
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_20_25
			mips_20_25_03
			mips_20_25_03_03
	at_At5g56760	mips_01_01	"serine O-acetyltransferase (EC 2.3.1.30) Sat-52 (pir||S71207)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_20
			mips_01_20_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At5g56870	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64740.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g58660	mips_01	"putative protein"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g59290 -	mips_01_03	"dTDP-glucose 4-6-dehydratase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g59540	mips_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g61510 -	mips_02	"quinone oxidoreductase - like protein"
			mips_01_05_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_40_16
			mips_63_17
			mips_63_17_09
	at_At5g63230 -	mips_01_04	"putative protein"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At5g63250 -	mips_01_04_01	"putative protein"
			mips_01_05
			mips_30
	at_At5g63290	mips_01	"oxygen-independent coproporphyrinogen-like protein"
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_06
			mips_40_10
			mips_63_17_09
	at_At5g63580	mips_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g63590	mips_01_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g63600	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g63810	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64746.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g64150	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_09
			mips_03_01_09_01
			mips_06_07_99
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_09
	at_At5g64210 -	mips_40	"alternative oxidase 2 (sp|O22049)"
			mips_40_16
	at_At5g65550	mips_01_20_17_07	"anthocyanidin-3-glucoside rhamnosyltransferase"
	at_At5g65750 -	mips_01_05	"2-oxoglutarate dehydrogenase, E1 component"
			mips_01_05_01_01
			mips_02_10
			mips_14_04
			mips_25_05
	at_At5g65970 -	mips_11	"Mlo protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_99
	at_At5g66080 -	mips_01_04	"protein phosphatase 2C-like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g66690	mips_01_05	"UTP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g15540	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g04960	mips_01_05_01_01	"pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At5g05860	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
	at_At5g05870	mips_01_20_17_07	"glucuronosyl transferase-like protein"
	at_At5g05890	mips_01_20_17_07	"glucuronosyl transferase-like protein"
	at_At5g07200	mips_01_01_99	"gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g07410	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_01_20_01
			mips_40_01
	at_At5g07430 -	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_30_01
			mips_40_01
	at_At5g07480	mips_01_20_17	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g53830 -	mips_01_05_99	"putative protein"
			mips_40_01
	at_At1g74910 -	mips_01_05_01_03	"putative GDP-mannose pyrophosphorylase"
			mips_01_05_01_03_02
			mips_01_07_01
	at_At5g03170	mips_01_20_01	"fasciclin-like arabinogalactan protein FLA11"
			mips_13_07
			mips_25_03
			mips_30_27
			mips_30_27_01
			mips_40_01
			mips_40_27
			mips_40_27_01
			mips_63_13
			mips_63_13_99
	at_At5g03290 -	mips_02	"W25EPL23M/W25EPL23M"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_63_19
	at_At5g03490	mips_01_05	"UDPG glucosyltransferase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At5g03650 -	mips_01_05_01_01_01	"1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
	at_At5g03980 -	mips_01	"lipase -like protein"
			mips_01_06
			mips_01_06_04
			mips_98
			mips_99
	at_At5g04230	mips_01_01_01_11	"phenylalanine ammonia-lyase PAL3"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At5g08000 -	mips_01_04	"predicted GPI-anchored protein"
			mips_01_04_01
			mips_30_01
	at_At5g08380 -	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g08640	mips_01_20_17	"flavonol synthase (FLS) (sp|Q96330)"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g16230 -	mips_40_26	"stearoyl-acyl carrier protein desaturase"
			mips_40_26_03
	at_At5g17050	mips_01_05_01	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At5g47500 -	mips_01_05_99	"pectin methylesterase-like"
			mips_30_01
			mips_40_01
	at_At5g47770	mips_01_06	"farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_03
	at_At5g54390 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
	at_At5g54570	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g01090 -	mips_01	"pyruvate dehydrogenase E1 alpha subunit"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_06
			mips_06_10
			mips_40
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63
			mips_63_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67
			mips_67_15
	at_At1g77530	mips_01_20_17	"putative caffeic acid 3-O-methyltransferase"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At2g29160	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
	at_At4g04460 -	mips_06	"putative aspartic protease"
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	Training Accuracy: 223/450 (49.56%)
	Training Frequency class 'mips_01_20': 579/5270 (10.99%)

	Evaluation on validation data (2658 items):
	at_At1g19580	mips_01_02	"unknown protein"
			mips_01_20_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_07
			mips_63_06
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At1g23740 -	mips_02_16	"putative auxin-induced protein"
			mips_63_21
			mips_63_21_07
	at_At1g25450	mips_01_06_01_05	"unknown protein"
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At1g28580	mips_01_06_04	"lipase, putative"
			mips_01_20_13
	at_At1g28650	mips_01_06	"lipase, putative"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g28660	mips_01_06_04	"unknown protein"
			mips_01_20_13
	at_At1g01390	mips_01_20_17_07	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g02000 -	mips_01_05_01_01_01	"nucleotide sugar epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At1g02400	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g31740	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At1g33930 -	mips_03	"AIG1-like protein"
			mips_03_03
			mips_06_04
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_40_04
			mips_40_04_03
			mips_40_16
			mips_63_01
			mips_63_19
			mips_63_19_05
	at_At1g34750 -	mips_01_04_07	"protein phosphatase type 2C, putative"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g36310 -	mips_01_07_01	"unknown protein"
	at_At1g44180 -	mips_01_01_01_03	"putative aminoacylase"
			mips_01_01_01_03_01
			mips_01_01_99
			mips_06_13
	at_At1g47380 -	mips_06_07_03	"unknown protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_17_07
	at_At1g47600	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g48040 -	mips_10_01_05_01	"protein phosphatase-2C, putative"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g50950 -	mips_08_07	"hypothetical protein"
	at_At1g51430 -	mips_11_05_03	"hypothetical protein"
	at_At1g51760 -	mips_01_01_10_05	"putative protein"
			mips_63_17_11
	at_At1g52120 -	mips_11	""
			mips_11_05
			mips_11_05_03
	at_At1g52340	mips_01_01_01_11	"short chain alcohol dehydrogenase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g52810	mips_01_20	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g04220	mips_01_06	"putative beta-ketoacyl-CoA synthase (At1g04220)"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At1g60260	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
			mips_40_02
	at_At1g60270	mips_01_20_01	""
			mips_01_20_01_07
	at_At1g62290 -	mips_06_13_99	"putative aspartic protease (At1g62290)"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g63000 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
	at_At1g63140	mips_01_20_17_03	"caffeic O-methyltransferase, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g64920	mips_01_20_17_07	"hypothetical protein"
	at_At1g64970	mips_01_06	"unknown protein"
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_40_16
			mips_40_99
	at_At1g67830	mips_01_06	"ENOD8-like protein"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g67990	mips_01_07_01	"putative S-adenosyl-L-methionine:trans-caffeoyl-Coenzyme A 3-O-methyltransferase"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At1g05530	mips_01_20_17_07	"hypothetical protein"
	at_At1g05610 -	mips_01_05_01_03	"putative ADP-glucose pyrophosphorylase, small subunit precursor"
			mips_01_05_01_03_02
			mips_01_07
			mips_02_19
	at_At1g05760 -	mips_11	"disease resistance protein RTM1"
			mips_11_05
			mips_11_05_03
	at_At1g71720 -	mips_04_01	"RIBOSOMAL PROTEIN, putative"
			mips_04_01_04
			mips_05_01
			mips_40_26
			mips_40_26_03
			mips_63_03_01
	at_At1g72190 -	mips_01_01_01	"phosphoglycerate dehydrogenase, putative"
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_13_03_01
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67_15
	at_At1g73880	mips_01_06	"putative glucosyltransferase"
			mips_01_06_04
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At1g75200 -	mips_43	"unknown protein (At1g75200)"
			mips_43_03
			mips_43_03_99
			mips_47_03_03
			mips_47_03_03_02
	at_At1g75290	mips_01_03	"NADPH oxidoreductase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g75300	mips_01_03	"NADPH oxidoreductase, putative"
			mips_01_05_01_01_01
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g77330	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g77520	mips_01_20_17_03	"putative caffeic acid 3-O-methyltransferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g78140 -	mips_01_07_01	"unknown protein"
	at_At1g78960 -	mips_01_06_01_07	"hypothetical protein"
			mips_01_06_01_07_11
	at_At1g79470 -	mips_01_03_01	"unknown protein"
			mips_01_03_01_03
	at_At1g80580 -	mips_25_03	"unknown protein"
	at_At1g06640	mips_01_01	"putative Iron/Ascorbate oxidoreductase family protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g07250	mips_01_20_17_07	"putative 3-o-glucosyltransferase"
	at_At1g07260	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g07720	mips_01_06_01	"fatty acid elongase 3-ketoacyl-CoA synthase, putative"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At1g08200 -	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09300 -	mips_01_01	"hypothetical protein"
			mips_06_13_01
			mips_06_13_99
			mips_63_17
	at_At1g13270 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_02
			mips_63_17
			mips_63_17_11
	at_At1g13750 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_67
	at_At2g06050 -	mips_02_11	"12-oxophytodienoate-10,11-reductase"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At2g07050	mips_01_06	"cycloartenol synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_06_07
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_07
	at_At1g15490 -	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11
			mips_11_07
			mips_40_19
	at_At1g15550	mips_01_20_13	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g15710 -	mips_01_01_01_15	"arogenate dehydrogenase isoform 2"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At1g15950	mips_01_05_01_03_01	"unknown protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g17020	mips_01_20_17	"SRG1-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g17740 -	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g20260 -	mips_01_07	"vacuolar-type H+-ATPase subunit B3 (VHA-B3)"
			mips_01_07_01
			mips_40_25
			mips_67_01
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At1g21100	mips_01_20	"O-methyltransferase, putative"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
	at_At1g21110	mips_01_20_17	"O-methyltransferase, putative"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
	at_At1g22340	mips_01_20_17_07	"hypothetical protein"
	at_At1g22430	mips_01_20	"Very similar to alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g22440	mips_01_20_01	"Very similar to alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At1g32380 -	mips_01_01_01_11_15	"ribose-phosphate pyrophosphokinase 2"
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
	at_At1g53500 -	mips_01_03	"dTDP-D-glucose 4,6-dehydratase, putative"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g53740 -	mips_01	"hypothetical protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_98
			mips_99
	at_At1g66870 -	mips_01_04_01	"hypothetical protein"
	at_At1g76030 -	mips_40_25	"vacuolar-type H+-ATPase subunit B1 (VHA-B1)"
			mips_67_01
			mips_67_50_22
	at_At1g77120	mips_01_20_01	"alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	at_At1g11370 -	mips_01_05_99	"similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
			mips_30_01
			mips_40_01
	at_At1g11580 -	mips_01_05_01_01	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At1g12550	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_05
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At2g16640 -	mips_01_05	"putative chloroplast outer membrane protein"
			mips_06_04
			mips_06_13
			mips_08
			mips_08_02
			mips_10_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_01
	at_At2g19590	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g19780 -	mips_10	"putative disease resistance protein"
			mips_10_01_01
	at_At2g21730	mips_01_05_01_01_03	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At2g23250	mips_01_20_17	"putative glucosyltransferase"
			mips_01_20_17_07
	at_At2g25630	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At2g26260 -	mips_01_05_01_01_01	"3-beta-hydroxysteroid dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_47_03_15
			mips_47_03_15_05
	at_At2g26440 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g26450	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g26480	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g26640	mips_01_06_01_05	"putative beta-ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_20_35_01
	at_At2g27360	mips_01_06_04	"putative lipase"
			mips_01_20_13
	at_At2g27450 -	mips_01	"nitrilase like protein"
			mips_01_02
			mips_01_02_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g28760 -	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g29340	mips_01_01_10_05	"tropinone reductase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
			mips_67_15
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29380 -	mips_10_01_05	"putative protein phosphatase 2C"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g29740	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g30170 -	mips_01_04	"unknown protein"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_63_17
			mips_63_17_07
	at_At2g33020 -	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33630 -	mips_01_05	"putative steroid dehydrogenase"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At2g36230 -	mips_01_01	"phosphoribosylformimino-5-aminoimidazole carboxamide ribotide isomerase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
	at_At2g36750	mips_01_20_17	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At2g36760	mips_01_20_17	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At2g36780	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g39330 -	mips_11_05	"putative myrosinase-binding protein"
			mips_11_05_03
	at_At2g39770 -	mips_01_05_01_03_02	"GDP-mannose pyrophosphorylase"
			mips_02_19
	at_At2g42930 -	mips_01_04	"hypothetical protein"
			mips_01_04_01
	at_At2g43050	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At2g43820	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g45400	mips_01_05_01_01	"putative flavonol reductase"
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_40_10
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g45630	mips_01_04	"putative glycerate dehydrogenase"
			mips_01_20_05
			mips_03_03_03
			mips_04_05_01_04_03
			mips_06_10
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67_15
	at_At2g01880 -	mips_40_25	"putative purple acid phosphatase"
	at_At2g03450 -	mips_01_04	"putative purple acid phosphatase"
	at_At2g24190	mips_01_20_05	"putative carbonyl reductase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At2g34850 -	mips_01_03	"putative UDP-galactose-4-epimerase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34930 -	mips_08_13	"putative disease resistance protein"
	at_At3g51340 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At3g51360 -	mips_06_13	"putative protein"
	at_At3g53150	mips_01_20_17_07	"glucosyltransferase - like protein"
	at_At3g53260	mips_01_01_01_11	"phenylalanine ammonia-lyase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At3g54950 -	mips_01_06_99	"putative protein"
			mips_65
	at_At3g55310	mips_01_01_01_11	"beta-ketoacyl-ACP reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At3g59990 -	mips_03_01	"unknown protein"
			mips_03_01_01
			mips_03_03
			mips_03_03_01
			mips_05
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_13_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
	at_At3g60880 -	mips_01_01_01_07	"dihydrodipicolinate synthase precursor"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_02_05
	at_At3g63140 -	mips_40_26	"mRNA binding protein precursor - like"
			mips_40_26_03
	at_At3g12380 -	mips_13_05	"actin like protein"
			mips_30_04_03
			mips_63_06
	at_At3g13110	mips_01_01	"serine acetyltransferase (Sat-1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05_01_03
			mips_01_20_01
	at_At3g14140 -	mips_03_01_05_01	"unknown protein"
			mips_03_01_05_01_99
	at_At3g14510	mips_01_06_01	"geranylgeranyl pyrophosphate synthetase, putative"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g14930	mips_01_20_19	"uroporphyrinogen decarboxylase, putative"
			mips_01_20_19_01
			mips_43
			mips_43_03
			mips_43_03_07
			mips_43_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At3g16430 -	mips_11_05	"putative lectin"
			mips_11_05_03
	at_At3g16550 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At3g16770 -	mips_04	"AP2 domain containing protein RAP2.3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	at_At3g17810 -	mips_01_03_04	"dihydroorotate dehydrogenase like protein"
			mips_01_03_04_01
			mips_01_03_04_03
	at_At3g19010	mips_01_20_17_07	"oxidase like protein"
	at_At3g19260 -	mips_03_99	"longevity factor like protein"
			mips_05_99
			mips_06_04
			mips_06_10
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_01
			mips_14_04_09
			mips_14_04_09_05
			mips_14_20
			mips_40_27_99
	at_At3g21110 -	mips_01_03_01	"phosphoribosyamidoimidazole-succinocarboxamide synthase, putative"
			mips_01_03_01_03
	at_At3g21560	mips_01_20_17_07	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase, putative"
	at_At3g25740 -	mips_06_07_11	"methionine aminopeptidase, putative"
			mips_06_13_01
			mips_06_13_99
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_02
			mips_63_17
			mips_63_17_11
	at_At3g26760	mips_01_01	"putative short chain alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g27180 -	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_01
			mips_04_03
			mips_04_03_03
	at_At3g27980	mips_01_05	"pectin methylesterase, putative"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20_01
			mips_30
			mips_40_01
	at_At3g29250	mips_01_01	"short-chain alcohol dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g45940 -	mips_01_05_01_01_02	"putative protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g46670	mips_01	"glucosyltransferase-like protein"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At3g46680	mips_01_20_17	"glucosyltransferase-like protein"
			mips_01_20_17_07
			mips_11_07
	at_At3g47400 -	mips_01_05_01	"pectinesterase-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g02600 -	mips_11_05	"AtMlo-h1-like protein"
			mips_11_05_01
			mips_11_05_03
	at_At3g10340	mips_01_01_01_11	"putative phenylalanine ammonia-lyase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At3g11340	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At3g22800 -	mips_40_01	"hypothetical protein"
	at_At3g23470 -	mips_01	"cyclopropane-fatty-acyl-phospholipid synthase, putative"
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_04
			mips_04_03
			mips_04_03_03
			mips_06
			mips_06_07
			mips_40_10
			mips_40_16
			mips_40_99
	at_At3g44310 -	mips_01_02	"nitrilase 1"
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g44330 -	mips_06_13	"putative protein"
			mips_06_13_04
			mips_08_19
			mips_13
			mips_13_01_01
			mips_13_01_01_01
			mips_14
			mips_14_04
			mips_40_22
			mips_40_25
			mips_63_17_01
			mips_67
	at_At3g44460 -	mips_04_05_01_01	"bZIP transcription factor DPBF2 / AtbZip67"
	at_At3g44540 -	mips_01_01_01	"acyl CoA reductase - protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g44560 -	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06
			mips_01_06_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At4g03930 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g08260 -	mips_06	"putative protein"
			mips_10
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g10960 -	mips_01_03	"UDP-galactose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g12250 -	mips_01_03	"nucleotide sugar epimerase -like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g15260	mips_01_20_17_07	"glucosyltransferase"
	at_At4g15560 -	mips_01_06_01_07	"DEF (CLA1) protein"
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At4g15980 -	mips_01_05_99	"pectinesterase like protein"
			mips_30_01
			mips_40_01
	at_At4g17190	mips_01_06_01_07	"farnesyl-pyrophosphate synthetase FPS2"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
	at_At4g21690	mips_01_20_13	"gibberellin 3 beta-hydroxylase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g22100	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g25300	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At4g27800 -	mips_01_04	"protein phosphatase homolog (PPH1)"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g27820	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At4g31860 -	mips_06	"protein phosphatase 2C - like protein"
			mips_10
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g32320	mips_01_01_99	"L-ascorbate peroxidase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g33120 -	mips_01_07_01	"putative protein"
	at_At4g33220	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At4g33790 -	mips_01_06_01_05	"male sterility 2-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At4g34510	mips_01_06_01	"putative ketoacyl-CoA synthase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35_01
	at_At4g35640 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_01_06_01
			mips_01_06_01_03
			mips_11_05_01
			mips_11_07
			mips_11_07_03
			mips_30_01
			mips_30_34
			mips_30_34_07
	at_At4g36920 -	mips_25_03	"APETALA2 protein"
	at_At4g39330	mips_01_20_01	"cinnamyl-alcohol dehydrogenase CAD1"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At5g02760 -	mips_01_04	"protein phosphatase - like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g03030 -	mips_06_01	"DNAJ protein - like"
			mips_08_99
			mips_11_01_05
			mips_40_07
	at_At4g01130	mips_01_20_13	"putative acetyltransferase"
	at_At5g04050 -	mips_01_03_16	"maturase -like protein"
			mips_03_01_05_01
			mips_04_05_05_01
	at_At5g04900	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g05880	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
			mips_11_07
	at_At5g06060	mips_01_01_10_05	"short chain alcohol dehydrogenase-like"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g08370 -	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g08680 -	mips_01_07_01	"H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_67_01
	at_At5g08690 -	mips_01	"H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
			mips_02
			mips_01_07
			mips_01_07_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_16
			mips_63
			mips_63_19
			mips_67
			mips_67_01
			mips_67_04
			mips_67_15
			mips_99
	at_At5g09290 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase-like protein"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_10_01_09
			mips_10_01_09_11
	at_At5g11480 -	mips_05_04_01	"putative GTP-binding protein"
			mips_10_01_05_05
	at_At5g11880	mips_01_01_01	"diaminopimelate decarboxylase - like protein"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13_03
			mips_13_03_05
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_21
			mips_63_21_17
	at_At5g12040	mips_01_02_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g14860 -	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_05_01_03_04
	at_At5g15530 -	mips_01_06_01_05	"biotin carboxyl carrier protein isoform 2 (BCCP2)"
			mips_02_01
			mips_02_08
			mips_63_21
			mips_63_21_15
	at_At5g16980 -	mips_63_17_09	"quinone oxidoreductase -like protein"
	at_At5g16990 -	mips_02	"quinone oxidoreductase - like protein"
			mips_01_05_01
			mips_01_06
			mips_02_16
			mips_11_07
	at_At5g17030	mips_01_20_17_07	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
	at_At5g17140 -	mips_06_07_11	"putative protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62_01
			mips_62_01_05
	at_At5g19200	mips_01_01_01_11	"FVT1 - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_27
	at_At5g19740	mips_01_20_05	"peptidase-like protein"
			mips_01_20_05_99
			mips_05_01
			mips_05_01_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_01
			mips_40_22
			mips_47_03_15
			mips_47_03_15_09
	at_At5g20550	mips_01_20_17_07	"ethylene-forming-enzyme-like dioxygenase - like"
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g23300 -	mips_01_03_04	"dihydroorotate dehydrogenase precursor (dihydroorotate oxidase) (sp|P32746)"
			mips_01_03_04_01
			mips_01_03_04_03
	at_At5g25980	mips_01_20_01	"myrosinase TGG2"
			mips_01_20_01_07
	at_At5g26010 -	mips_10_01_05_01	"protein phosphatase - like"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g33350 -	mips_06_13_99	"putative protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g36150	mips_01_06	"putative protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_40_07
	at_At5g36890 -	mips_01_05_01_01_01	"beta-glucosidase -like protein"
			mips_01_05_01_01_02
			mips_02_01
	at_At5g36950 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At5g37950	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
			mips_11_07
	at_At5g38010	mips_01_20	"glucosyltransferase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At5g39830 -	mips_06_07_11	"DegP protease-like protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At5g40040 -	mips_05_01	"acidic ribosomal protein P2 -like"
			mips_05_01_01
			mips_05_04
	at_At5g42800	mips_01_05_01_01_01	"dihydroflavonol 4-reductase"
			mips_01_05_01_03_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g45910	mips_01_06	"GDSL-motif lipase/hydrolase-like protein"
			mips_01_06_04
			mips_01_20_13
	at_At5g49180 -	mips_01_05_99	"pectin methylesterase"
			mips_40_01
	at_At5g49690	mips_01_20	"anthocyanidin-3-glucoside rhamnosyltransferase-like"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g50320	mips_01_20_19	"histone acetyltransferase"
			mips_01_20_19_01
			mips_03_01_09
			mips_03_01_09_05
	at_At5g50700	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51310	mips_01_20_17_07	"gibberellin 20-oxidase-like protein"
			mips_20_20
			mips_20_20_18
	at_At5g51760 -	mips_10_01_05_01	"protein phosphatase-2C; PP2C-like protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g52560 -	mips_01_04	"unknown protein"
			mips_01_05_01_03
			mips_30_01
	at_At5g52810	mips_01_01_01_01	"unknown protein"
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At5g53610 -	mips_01_04	"unknown protein"
			mips_01_04_01
			mips_30_01
	at_At5g54140 -	mips_01_01_10_05	"IAA-amino acid hydrolase homolog ILL3 (gb|AAC31939.1)"
			mips_01_02
			mips_63_17_11
	at_At5g56660 -	mips_01_01	"IAA-amino acid hydrolase (gb|AAC04866.1)"
			mips_01_01_01
			mips_01_01_04
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_06_13
			mips_63_17
			mips_63_17_11
	at_At5g59530	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g62790 -	mips_01_06_01_07	"1-deoxy-D-xylulose 5-phosphate reductoisomerase (DXR)"
	at_At5g63510 -	mips_01_05	"unknown protein"
			mips_13
			mips_13_01_01_01
			mips_13_07
			mips_40_04
			mips_63_01
			mips_67
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At5g63620	mips_01_20_01	"alcohol dehydrogenase-like protein"
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g63990 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_10_01_09
			mips_10_01_09_11
	at_At5g67180 -	mips_25_03	"floral homeotic protein apetala2-like"
	at_At5g01930 -	mips_01	"(1-4)-beta-mannan endohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g02240	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
	Validation Accuracy: 110/237 (46.41%)
	Validation Frequency class 'mips_01_20': 244/2658 (9.18%)

	Evaluation on propertest data (4472 items):
	at_At1g02500	mips_01_01_01_11	"s-adenosylmethionine synthetase"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_01_10_05
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At1g20790 -	mips_20_25_16	"hypothetical protein"
	at_At1g21120	mips_01	"O-methyltransferase, putative"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
			mips_98
	at_At1g21400 -	mips_01_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At1g02850	mips_01_20_01	"Similar to beta-glucosidases (At1g02850)"
			mips_01_20_01_07
	at_At1g22280 -	mips_01_04_07	"putative protein phosphatase type 2C (At1g22280)"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g22370	mips_01_20	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g23200 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At1g03030 -	mips_01_03_04	"unknown protein"
			mips_01_03_04_03
			mips_01_04_01
			mips_01_07_01
			mips_63_19_05
			mips_63_19_99
	at_At1g24100	mips_01_20_17_07	"putative indole-3-acetate beta-glucosyltransferase"
	at_At1g24180	mips_01_20_03	"pyruvate dehydrogenase E1 alpha subunit"
			mips_02_08
	at_At1g26100 -	mips_67_15	"cytochrome b-561, putative"
	at_At1g26700 -	mips_11_05_01	"membrane protein Mlo14"
			mips_11_05_03
	at_At1g27950 -	mips_08_16	"unknown protein"
			mips_08_99
			mips_67
			mips_67_13
	at_At1g28030	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g28570	mips_01_06_04	"lipase, putative"
			mips_01_20_13
	at_At1g28640	mips_01_06_04	"lipase, putative"
			mips_01_20_13
	at_At1g28670	mips_01	"lipase"
			mips_01_06
			mips_01_06_04
			mips_01_20
			mips_01_20_13
			mips_98
	at_At1g30010 -	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_04_05_05
			mips_04_05_05_01
	at_At1g30120 -	mips_01_01_10_04	"unknown protein"
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At1g03410	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g03480 -	mips_01_07	"coproporphyrinogen III oxidase (LIN2)"
			mips_01_07_01
	at_At1g31180 -	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At1g31550	mips_01_06_04	"putative protein"
			mips_01_20_13
	at_At1g32060 -	mips_01_03_04	"unknown protein"
			mips_01_03_04_03
			mips_01_04_01
			mips_63_19_05
			mips_63_19_99
	at_At1g32220 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	at_At1g32780	mips_01_06_01_05	"alcohol dehydrogenase like protein"
			mips_01_20_01
			mips_01_20_01_05
	at_At1g33030	mips_01_20_17	"putative protein"
			mips_01_20_17_03
			mips_01_20_35_01
			mips_01_20_50
	at_At1g33890 -	mips_08_02	"AIG1-like protein"
			mips_40_26
			mips_40_26_03
	at_At1g33900 -	mips_10_01_05_05	"AIG1-like protein"
			mips_40_04_03
			mips_63_19_05
	at_At1g33970 -	mips_03_03_03	"unknown protein"
			mips_08_02
			mips_11_05_03
			mips_13_05
			mips_14_01
			mips_40_04_03
			mips_40_26
			mips_40_26_03
			mips_48
			mips_63_07
	at_At1g35190	mips_01_20_17	"hyoscyamine 6-dioxygenase hydroxylase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g35200 -	mips_05_01	"60S ribosomal protein (fragment), putative"
			mips_05_01_01
	at_At1g42560 -	mips_11	"membrane protein Mlo9"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g43170 -	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_03
			mips_40_10_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_03
			mips_63_03_03
	at_At1g45130	mips_01_20_01	"putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g47260 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_02
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_01_06_01
			mips_01_06_01_03
			mips_05_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_07
			mips_30_01
			mips_30_04
			mips_30_34
			mips_30_34_07
			mips_63_06
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At1g04350	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g49390	mips_01_20_17_07	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g49530	mips_01_06_01_07	"geranyl geranyl pyrophosphate synthase, putative"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At1g49670 -	mips_02_16	"ARP protein (At1g49670; F14J22.10)"
	at_At1g50450	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_34
	at_At1g04380	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g50960	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g51150 -	mips_06_07_11	"hypothetical protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g51490	mips_01_05_01_01	"cyanogenic beta-glucosidase, putative"
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g51990	mips_01_20_17_03	""
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g52800	mips_01_01	"putative oxidoreductase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52820	mips_01_20_17_07	"putative oxidoreductase"
	at_At1g53840	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At1g55290	mips_01_01_99	"leucoanthocyanidin dioxygenase 2, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g55920	mips_01_01_01	"serine acetyltransferase"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_20_01
	at_At1g56300 -	mips_11_01_05	"unknown protein"
	at_At1g58290	mips_01_01_01_01	"putative protein"
			mips_01_20_19
			mips_01_20_19_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At1g61580 -	mips_40_10_07	"60s ribosomal protein L3"
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_47_03_03
			mips_47_03_03_01
	at_At1g61720	mips_01	"putative protein"
			mips_01_03
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30
			mips_30_01
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g61770 -	mips_37	"unknown protein"
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
			mips_40_10_03
	at_At1g62640 -	mips_01_06_01_05	"3-ketoacyl-acyl carrier protein synthase III (KAS III)"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At1g05310	mips_01_05_99	"putative pectin methylesterase"
			mips_01_20_01
			mips_40_01
	at_At1g01120 -	mips_01_06_01_07	"putative fatty acid elongase 3-ketoacyl-CoA synthase 1 (At1g01120)"
			mips_01_06_01_07_11
	at_At1g65630 -	mips_06_01	"serine protease DO, putative"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_05
			mips_40_07
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g65640 -	mips_06_07_11	"serine protease DO, putative"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g66270	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66280	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g66800	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_04
			mips_04_05_01_04
			mips_30
			mips_40
			mips_40_10
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g67730	mips_01_01_01_11	"b-keto acyl reductase (glossy8)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g68560 -	mips_01_05_01_01_02	"alpha-xylosidase precursor"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At1g69340 -	mips_03_01_09	"unknown protein (At1g69340)"
			mips_03_01_09_05
			mips_03_01_99
			mips_10_01_05
			mips_10_01_05_05
			mips_30_10
			mips_30_10_03
			mips_35_03_17
			mips_40_10_03
	at_At1g06000	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At1g06350 -	mips_01_06_01	"hypothetical protein"
			mips_40_07
			mips_63_17
			mips_63_17_09
	at_At1g72680	mips_01_20_01	"putative cinnamyl-alcohol dehydrogenase"
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
	at_At1g06570 -	mips_01_01_01	"putative 4-hydroxyphenylpyruvate dioxygenase (HPD)"
			mips_01_01_01_11
			mips_01_01_10_05
	at_At1g76680 -	mips_02_99	"12-oxophytodienoate reductase (OPR1)"
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g76690 -	mips_01	"12-oxophytodienoate reductase (OPR2)"
			mips_02_99
			mips_14_04
			mips_40
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67
			mips_67_15
	at_At1g76790	mips_01_20	"catechol O-methyltransferase like protein"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
	at_At1g77410	mips_01_05_01_01_01	""
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g78200 -	mips_10_01_05_01	"putative protein phosphatase 2C"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g78270	mips_01_20_17	"similar to glucoronosyl transferase-like protein; similar to ESTs gb|AI996767.1, emb|Z46520.1, gb|T44500.1, and gb|AI099822.1"
			mips_01_20_17_07
	at_At1g78440	mips_01_20_17_07	"putative dioxygenase"
			mips_20_20
			mips_20_20_18
	at_At1g78520 -	mips_01_04	"hypothetical protein"
			mips_01_04_01
			mips_30_01
	at_At1g78550	mips_01_01_99	"Hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g78570 -	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g78820 -	mips_10_05	"Strong similarity to glycoprotein EP1"
	at_At1g79630 -	mips_01_04	"putative protein phosphatase-2C (At1g79630)"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g80280 -	mips_11_07	"unknown protein"
			mips_30_01
	at_At1g80320	mips_01_20_17	"oxidoreductase like protein"
			mips_01_20_17_07
			mips_10
	at_At1g80770 -	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_30_08
			mips_30_25
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_17
			mips_63_17_09
			mips_63_19_05
	at_At1g07240	mips_01_20_17_07	"unknown protein"
	at_At1g01220 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_11_07
			mips_63_13
			mips_63_13_01
			mips_63_19_03
	at_At1g07630 -	mips_01_04	"unknown protein"
			mips_06_07
			mips_40_16
			mips_63_17
			mips_63_17_01
	at_At1g08210 -	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g08700 -	mips_03_03_04	"presenilin like protein"
			mips_03_03_04_05
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_30_10
			mips_40_07
			mips_40_08
			mips_40_10_03
			mips_40_10_05
	at_At1g09010 -	mips_01_05_01_01_01	"putative Bos beta-mannosidase"
			mips_06_07_02
			mips_06_07_02_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_25
	at_At1g09160 -	mips_10_01_05_01	"putative protein phosphatase 2C"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g09480	mips_01_05_01_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09490	mips_01_05_01_03_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09500	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09510	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g11780 -	mips_03_01_05_01_99	"alkylation repair-like protein"
	at_At1g14120	mips_01_01_99	"dioxygenase like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g16060 -	mips_04_05	"putative transcription factor CKC protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
	at_At1g02310 -	mips_01_05_01_01	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At1g17890 -	mips_02_01	"GDP-L-fucose synthetase like protein"
	at_At1g17990 -	mips_02_11	"hypothetical protein"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At1g18020 -	mips_02_11	"hypothetical protein"
			mips_02_99
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At1g23360	mips_01_07_01	"spore germination protein c2"
			mips_01_20_05
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
			mips_40_26
			mips_40_26_03
	at_At1g03590 -	mips_10_01_05_01	"protein phosphatase 2C (AtPPC6;6)"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g51210	mips_01_05_01_01_01	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At1g54650 -	mips_40	""
			mips_40_04
			mips_99
	at_At1g05010	mips_01_20	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g05560	mips_01_20_17	"UDP-Glucose Transferase (UGT75B2)"
			mips_01_20_17_07
	at_At1g05680	mips_01_20_17_07	"putative indole-3-acetate beta-glucosyltransferase"
	at_At1g68540	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g71160	mips_01_06_01_05	"putative ketoacyl-CoA synthase"
			mips_01_06_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At1g76470	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g06650	mips_01	"oxidoreductase, putative"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_10
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At1g79870	mips_01_01_01_11_01	"putative D-isomer specific 2-hydroxyacid dehydrogenase"
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g09400 -	mips_02	"putative 12-oxophytodienoate reductase OPR1"
			mips_02_11
			mips_02_99
			mips_14
			mips_14_04
			mips_25
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67
			mips_67_15
	at_At1g10400	mips_01_20_17	"puative glucosyl transferase"
			mips_01_20_17_07
	at_At2g06960	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g15480	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g16500	mips_01_01_01_07	"arginine decarboxylase"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13_03
			mips_13_03_05
	at_At2g16570 -	mips_01_01_01_01	"amidophosphoribosyltransferase"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
			mips_14_04
			mips_63_19
	at_At2g16890 -	mips_01_05_01_03	"glucosyltransferase like protein"
			mips_01_05_01_03_04
	at_At2g17880 -	mips_06_01	"putative DnaJ protein"
			mips_11_05_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At2g18560	mips_01_20_17	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20_17_07
	at_At2g18570	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g18640	mips_01	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40
			mips_40_03
	at_At2g20840 -	mips_08_07_07	"putative secretory carrier-associated membrane protein"
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At2g20860 -	mips_01_06	"lipoic acid synthase (LIP1)"
			mips_01_07
			mips_01_07_01
			mips_40_16
	at_At2g21590 -	mips_01_05_01_03	"putative ADP-glucose pyrophosphorylase large subunit"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
	at_At2g23910	mips_01_05_01_03_02	"cinnamoyl CoA reductase like protein"
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
	at_At2g25070 -	mips_01_04	"putative protein phosphatase 2C"
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g25430 -	mips_05	"unknown protein"
			mips_06
			mips_06_04
			mips_06_10
			mips_08
			mips_08_19
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_09
			mips_98
	at_At2g25980 -	mips_11_05_03	"similar to jasmonate-inducible proteins from Brassica napus"
	at_At2g26250	mips_01_06_01	"beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At2g27860 -	mips_01_05_01_01_01	"putative dTDP-glucose 4-6-dehydratase"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g28040 -	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g28630	mips_01_06_01	"putative fatty acid elongase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29330	mips_01	"putative tropinone reductase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
			mips_98
	at_At2g29350	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_19
			mips_67_15
	at_At2g29710	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g29730	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g30140	mips_01_20_17	"putative glucosyltransferase"
			mips_01_20_17_07
	at_At2g30670	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
	at_At2g31250	mips_01_01	"putative glutamyl tRNA reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At2g32770 -	mips_01	"putative purple acid phosphatase precursor"
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_40
			mips_98
			mips_99
	at_At2g33590	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33700 -	mips_10_01_05	"putative protein phosphatase 2C"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g34590 -	mips_01_01_10	"putative pyruvate dehydrogenase E1 beta subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At2g34630 -	mips_01_06_01	"putative trans-prenyltransferase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
	at_At2g34740 -	mips_01_04_07	"putative protein phosphatase 2C"
			mips_06_07_03
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_63_01
			mips_63_17_07
			mips_63_19
	at_At2g36880	mips_01_01_10_03	"putative s-adenosylmethionine synthetase"
			mips_01_01_10_03_04
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At2g36970	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g37040	mips_01_01	"phenylalanine ammonia lyase (PAL1)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At2g37660 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_30_01
	at_At2g38240	mips_01_20_17_07	"putative anthocyanidin synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g38340 -	mips_25_03	"DREB-like AP2 domain transcription factor"
	at_At2g39250 -	mips_25_03	"putative AP2 domain transcription factor"
	at_At2g39550 -	mips_01_06	"putative geranylgeranyl transferase type I beta subunit"
			mips_01_06_07
			mips_06_07
			mips_06_07_01
			mips_10_01_99
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At2g39930 -	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At2g40490	mips_01_07_01	"uroporphyrinogen decarboxylase like protein"
			mips_01_20_19
			mips_01_20_19_01
			mips_43
			mips_43_03
			mips_43_03_07
			mips_43_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At2g41540 -	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At2g43360 -	mips_01_06	"biotin synthase (Bio B)"
			mips_01_07
			mips_01_07_01
			mips_40_16
	at_At2g43670 -	mips_01	"putative beta-1,3-glucanase, C terminal fragment"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
	at_At2g43710 -	mips_40_26	"stearoyl-ACP desaturase"
			mips_40_26_03
	at_At2g44470 -	mips_01_05_01_01_02	"putative beta-glucosidase"
	at_At2g44530 -	mips_01_01	"putative phosphoribosyl pyrophosphate synthetase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_05
			mips_01_05_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g45220 -	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At2g45290 -	mips_01_06_01_07	"putative transketolase precursor"
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At2g47030 -	mips_01_05_99	"putative pectinesterase"
			mips_30_01
			mips_40_01
	at_At2g47040 -	mips_01_05_01	"putative pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At2g47650 -	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At2g04650 -	mips_02	"putative GDP-mannose pyrophosphorylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_30
			mips_30_01
			mips_40_03
	at_At2g17640	mips_01	"serine acetyltransferase (Sat-106)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_01
			mips_05
			mips_05_04
			mips_63
			mips_99
	at_At2g30830	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35_01
	at_At2g30840	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g31950	mips_01_02	"molybdopterin synthase (CNX2)"
			mips_01_02_99
			mips_01_07
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_13
			mips_02_13_01
			mips_63_17
			mips_63_17_09
	at_At2g36690	mips_01_01_99	"putative giberellin beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g36700	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g36790	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g38700 -	mips_01_06_01	"mevalonate diphosphate decarboxylase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_14_04
			mips_25_05
	at_At2g40860 -	mips_01_04	"putative protein phosphatase 2C"
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g02620 -	mips_40_26	"putative stearoyl-acyl carrier protein desaturase"
			mips_40_26_03
	at_At3g02630 -	mips_40_26	"putative stearoyl-acyl carrier protein desaturase"
			mips_40_26_03
	at_At3g02740 -	mips_06_13_04	"aspartyl protease - like predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g02750 -	mips_01	"protein phosphatase-2C (PP2C) like protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g02875 -	mips_01_01	"IAA-amino acid hydrolase (ILR1)"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_63_17
			mips_63_17_11
	at_At3g03250 -	mips_01_04	"UDP-glucose pyrophosphorylase like protein"
			mips_02_19
	at_At3g03330	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40
			mips_40_16
	at_At3g03640	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g03980	mips_01_01_01	"putative short-chain type dehydrogenase/reductase"
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67
			mips_67_15
	at_At3g04000	mips_01_01_01_11	"short-chain type dehydrogenase/reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g04460 -	mips_08_10	"unknown protein"
			mips_30_19
			mips_40_19
			mips_63_17_09
	at_At3g05180	mips_01_20_13	"putative nodulin"
	at_At3g05260	mips_01_01	"putative glucose and ribitol dehydrogenase homolog"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
	at_At3g05350 -	mips_06_07_11	"aminopeptidase like protein"
	at_At3g05620	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At3g06060	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g06510 -	mips_01_05_01_01_01	"beta glucosidase like protein"
			mips_01_05_01_01_02
			mips_40_34
	at_At3g06580	mips_01_05_04	"galactose kinase"
			mips_01_20_01
	at_At3g06650 -	mips_01_05_01_05	"ATP citrate lyase, putative"
			mips_01_05_01_05_07
			mips_02_10
	at_At3g10700	mips_01_05	"galactokinase-like protein"
			mips_01_05_01_01
			mips_01_05_04
			mips_01_20_01
			mips_63_13
			mips_63_13_01
			mips_63_19
			mips_63_19_03
	at_At3g10710	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g11080 -	mips_06_04	"hypothetical protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g11180	mips_01_01_99	"putative leucoanthocyanidin dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g11980 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g12620 -	mips_10_01_05_01	"hypothetical protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g12860 -	mips_03_01_09	"nucleolar protein, putative"
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_25_05_10
			mips_40_10_03
			mips_40_10_07
	at_At3g13310 -	mips_11_01_05	"DnaJ protein, putative"
			mips_62_02_01_02
	at_At3g13610	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g14310	mips_01_05_99	"pectin methylesterase like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g14390	mips_01_01	"putative diaminopimelate decarboxylase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13
			mips_13_03
			mips_13_03_05
			mips_40_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At3g14530	mips_01_06_01	"putative geranylgeranyl pyrophosphate synthase GGPS3"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g15260 -	mips_01	"putative protein phosphatase type 2C"
			mips_01_04_07
			mips_06
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g15530	mips_01_20_05	"unknown protein"
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
	at_At3g17465 -	mips_40_10_07	"putative 50S ribosomal protein L3, 5' partial"
	at_At3g18000 -	mips_01_06_01	"methyltransferase, putative"
			mips_01_07
			mips_01_07_01
			mips_04_05_05
			mips_40_99
	at_At3g18070	mips_01_05_01_01_02	"beta-glucosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g19000	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g19320 -	mips_08_13	"unknown protein"
	at_At3g19450	mips_01_05_01_01_03	"putative cinnamyl alcohol dehydrogenase 2"
			mips_01_20_01
			mips_01_20_01_05
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
	at_At3g19480 -	mips_01_01	"phosphoglycerate dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_01
			mips_02_07
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67
			mips_67_15
	at_At3g20015 -	mips_06_13_04	"putative nucleoid chloroplast DNA-binding protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At3g20160	mips_01_06_01_07	"geranyl geranyl pyrophosphate synthase, putative"
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g20310 -	mips_04	"ethylene responsive element binding factor, putative"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At3g20440 -	mips_01	"1,4-alpha-glucan branching enzyme, putative"
			mips_01_01_07
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_10
	at_At3g21420	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
	at_At3g21500 -	mips_01_05	"1-D-deoxyxylulose 5-phosphate synthase, putative"
			mips_01_06_01_07
			mips_02_07
			mips_02_19
			mips_02_30
			mips_25_05
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At3g21800	mips_01_05_01	"putative UDP-glucose glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At3g22600 -	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At3g24480 -	mips_40_01	"disease resistance protein, putative"
	at_At3g24670 -	mips_01_05_01_01_01	"pectate lyase, putative"
	at_At3g26380 -	mips_01_05	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_40_25
	at_At3g26430	mips_01_20_13	"nodulin, putative"
	at_At3g27140 -	mips_01_04	"protein phosphatase 2C, putative"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_63_17
			mips_63_17_07
	at_At3g27925 -	mips_06_07_11	"DegP protease precursor, 5' partial"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At3g28710 -	mips_06_10	"AT3g28710/MZN14_20"
			mips_08_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At3g29260	mips_01_01_10_05	"short-chain alcohol dehydrogenase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g42050 -	mips_08_13	"Vacuolar H+-ATPase subunit H (VHA-H)"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_63_19
			mips_67
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At3g42160	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_40_01
	at_At3g42570 -	mips_11_07_99	"putative protein"
	at_At3g42960	mips_01_01_01_11	"alcohol dehydrogenase (ATA1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g43270	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g43300 -	mips_06_04	"guanine nucleotide-exchange - like protein"
			mips_08
			mips_08_07
			mips_40_08
	at_At3g44550 -	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01
	at_At3g45130 -	mips_01_06	"oxidosqualene cyclase - like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
	at_At3g46480	mips_01_20	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g46690	mips_01_20_17_07	"glucuronosyl transferase-like protein"
	at_At3g47190	mips_01_01_99	"1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g50560	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_19
			mips_67
			mips_67_15
	at_At3g51240	mips_01_20_17	"flavanone 3-hydroxylase (FH3)"
			mips_01_20_17_07
	at_At3g51730 -	mips_01_06_13	"unknown protein"
			mips_30_25
			mips_40_25
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_09
	at_At3g51800 -	mips_03_01_01	"G2p (AtG2)"
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_05_04
			mips_05_04_01
			mips_06_07_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_03_01
	at_At3g52640 -	mips_06_07_11	"putative protein"
			mips_06_13_01
			mips_06_13_04
			mips_40_25
			mips_63_17
			mips_63_17_01
	at_At3g52840	mips_01	"beta-galactosidase precursor - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30
			mips_30_01
			mips_40
			mips_40_01
			mips_40_25
	at_At3g53160	mips_01_20_17_07	"glucosyltransferase - like protein"
	at_At3g53520 -	mips_01_05_01_01	"UDP-glucuronic acid decarboxylase (UXS1)"
			mips_01_05_99
	at_At3g53910 -	mips_01_05_01_03	"putative protein"
			mips_40_10_99
			mips_40_26
			mips_40_26_03
	at_At3g55010 -	mips_01	"phosphoribosylformylglycinamidine cyclo-ligase precursor"
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
	at_At3g55050 -	mips_01	"protein phosphatase 2C - like protein"
			mips_06
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g56460 -	mips_02_16	"quinone reductase-like protein"
			mips_11_07
	at_At3g56700 -	mips_01_06_01_05	"putative protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g57790 -	mips_01_05_01_01_01	"putative protein"
			mips_30_01
	at_At3g58740 -	mips_01_05_01_01_01	"citrate synthase -like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g58750 -	mips_01_05_01_01_01	"citrate synthase -like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g60100 -	mips_01_05_01_01_01	"citrate synthase-like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g60120	mips_01_05_01_01_02	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g60730	mips_01_05_01	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_40_01
	at_At3g60750 -	mips_01_01_01	"transketolase - like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At3g61220	mips_01_20_05	"putative protein"
			mips_01_20_05_09
			mips_11_07_07
	at_At3g61400	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g61990	mips_01_07_01	"unknown protein"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At3g62000	mips_01_07_01	"putative protein"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At3g62260 -	mips_10_01_05_01	"unknown protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g62280	mips_01_20_13	"putative protein"
	at_At3g62750 -	mips_01_05	"beta-glucosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_40_02
	at_At4g05090 -	mips_01	"3'(2'),5'-BISPHOSPHATE NUCLEOTIDASE -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_01_04
			mips_01_04_99
			mips_01_06
			mips_01_06_01
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_11
			mips_11
			mips_11_01
			mips_40_03
			mips_40_16
	at_At3g01010	mips_01_05_01_03	"putative UDP-glucose 6-dehydrogenase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
			mips_67_15
	at_At3g01660	mips_01_06_01	"hypothetical protein"
			mips_01_07
			mips_01_20_05
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
			mips_40_99
	at_At3g02100	mips_01_20_17_07	"putative UDP-glucosyl transferase"
	at_At3g02270 -	mips_01_01	"putative translation initiation factor EIF-2B epsilon subunit"
			mips_02
			mips_01_05_01
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_05
			mips_05_04
	at_At3g02360 -	mips_02_07	"unknown protein"
			mips_02_07_01
	at_At3g02470	mips_01_20_17_03	"S-adenosylmethionine decarboxylase (SAMdC)"
			mips_01_20_23
			mips_01_20_50
			mips_14_04_03
			mips_14_04_03_05
	at_At3g02610 -	mips_01	"putative stearoyl-acyl carrier protein desaturase"
			mips_01_06
			mips_01_06_01
			mips_40
			mips_40_26
			mips_40_26_03
	at_At3g16800 -	mips_10_01_05_01	"protein phosphatase, putative"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g17060 -	mips_01_05_99	"pectinesterase, putative"
			mips_40_01
	at_At3g24130	mips_01_05_99	"pectinesterase, putative"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g49630	mips_01_20_17_07	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g55410 -	mips_01_05_01_01_01	"2-oxoglutarate dehydrogenase, E1 subunit - like protein"
			mips_02_10
	at_At3g55700	mips_01_20_17_07	"glucuronosyl transferase - like protein"
	at_At3g55710	mips_01	"glucuronosyl transferase - like protein"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_99
	at_At3g55970	mips_01_20_17	"leucoanthocyanidin dioxygenase -like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g56310 -	mips_01_05	"alpha-galactosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_30_01
			mips_40_25
	at_At3g62830 -	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratase homolog D18"
			mips_01_05_99
			mips_02_01
			mips_40_10_03
	at_At4g08790	mips_01_02	"nitrilase 1 like protein"
			mips_01_02_01
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g08870 -	mips_01_01_01_01	"putative arginase"
			mips_01_01_01_01_02
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_01_03_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_02_04
	at_At4g08900 -	mips_01_01_01_01	"arginase"
			mips_01_01_01_01_02
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_01_03_02
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02_01
			mips_01_02_01_07
			mips_01_02_04
	at_At4g09020 -	mips_01_05_01_01_01	"isoamylase-like protein"
			mips_02_19
	at_At4g09940 -	mips_03	"AIG1-like protein"
			mips_03_03_03
			mips_11_05
			mips_13
			mips_13_05
			mips_48
			mips_63_19
			mips_63_19_05
	at_At4g11040 -	mips_06	"putative protein"
			mips_10
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g12360 -	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At4g13050 -	mips_01_06	"oleoyl-[acyl-carrier-protein] hydrolase-like protein"
			mips_01_06_01
	at_At4g13660	mips_01_20_35	"isoflavone reductase-like protein"
			mips_01_20_35_01
			mips_11_99
	at_At4g13910 -	mips_11_05	"putative disease resistance protein"
			mips_11_05_01
	at_At4g15370 -	mips_01_06	"lupeol synthase like protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_40
	at_At4g15480	mips_01	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_98
	at_At4g15490	mips_01_20_17	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_20_17_07
	at_At4g15550	mips_01_05_01	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase (iaglu)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_06_07
	at_At4g18020 -	mips_04_05_01_04_01	"pseudo-response regulator 2 (APRR2)"
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At4g20310 -	mips_01_06_10	"putative protein"
			mips_06_07_11
			mips_06_13_99
	at_At4g21220 -	mips_01_05_01_03	"putative protein"
			mips_01_05_01_03_04
			mips_01_06_01
			mips_01_06_01_03
			mips_01_07
			mips_01_07_01
			mips_30_01
			mips_30_34
			mips_30_34_07
	at_At4g21580 -	mips_02_16	"putative NADPH quinone oxidoreductase"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_09
	at_At4g21760 -	mips_01_05	"beta-glucosidase -like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At4g22110	mips_01_20_01	"alcohol dehydrogenase like protein"
			mips_01_20_01_05
	at_At4g22870	mips_01_01_99	"anthocyanidin synthase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g25000 -	mips_01_05	"alpha-amylase like protein"
			mips_01_05_01_01
			mips_02_19
	at_At4g25080	mips_01_20_99	"magnesium-protoporphyrin IX methyltransferase like protein"
	at_At4g25420	mips_01_01	"gibberellin 20-oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g27250	mips_01_05_01_03_02	"putative protein"
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
	at_At4g27560	mips_01_20_17_07	"UDP rhamnose-anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
	at_At4g28400 -	mips_01_04_07	"protein phosphatase 2C like protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g29240 -	mips_10_01	"extensin-like protein"
			mips_10_01_01
			mips_40_01
	at_At4g29490 -	mips_03_01	"putative prolidase, fragment"
			mips_03_01_99
			mips_06_13
			mips_06_13_99
			mips_25_05_10
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At4g29500 -	mips_06_07_11	"putative prolidase (fragment)"
			mips_06_13_99
			mips_62_01
			mips_62_01_05
			mips_62_02_99
			mips_63_02
			mips_63_17_11
	at_At4g32380 -	mips_01_05_99	"putative protein"
	at_At4g32950 -	mips_10_01_05_01	"putative protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g33070 -	mips_01_01	"pyruvate decarboxylase-1 (Pdc1)"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At4g33830 -	mips_40_01	"putative protein"
	at_At4g33840 -	mips_40_01	"putative protein"
	at_At4g34030	mips_01_01_01_15	"3-methylcrotonyl-CoA carboxylase non-biotinylated subunit (MCCB)"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_05_01_05
			mips_01_05_01_05_07
			mips_01_06_01_05
			mips_01_06_04
			mips_01_20_07
			mips_63_21
			mips_63_21_15
	at_At4g34131	mips_01_20_17_07	"glucosyltransferase -like protein"
	at_At4g34135	mips_01_20_17_07	"glucosyltransferase like protein"
	at_At4g34138	mips_01_20_17_07	"glucosyltransferase -like protein"
	at_At4g34230	mips_01_20_35	"cinnamyl alcohol dehydrogenase like protein"
			mips_01_20_35_01
			mips_02_16
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At4g34740 -	mips_01_01_01_01	"amidophosphoribosyltransferase 2 precursor"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
	at_At4g35150	mips_01_20_17_03	"O-methyltransferase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At4g35250 -	mips_01_05_01_01_01	"putative protein"
			mips_02_01
			mips_40_26
			mips_40_26_03
	at_At4g35650 -	mips_01_05_01_01	"NAD+ dependent isocitrate dehydrogenase -like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_04_99
	at_At4g36040 -	mips_05_04	"DnaJ-like protein"
			mips_06_01
			mips_11_01_05
			mips_11_05_03
	at_At4g36390 -	mips_01_07	"putative protein"
			mips_01_07_01
	at_At4g36810	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At4g38880 -	mips_01_01_01_01	"amidophosphoribosyltransferase - like protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
	at_At4g39210 -	mips_01_05_01_03_02	"glucose-1-phosphate adenylyltransferase (APL3)"
			mips_01_07_01
			mips_02_19
	at_At4g39280 -	mips_04_03	"phenylalanyl-trna synthetase - like protein"
			mips_04_03_03
			mips_05_10
	at_At5g04530	mips_01_06_01	"fatty acid elongase - like protein"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At4g00040	mips_01_06_01_07	"putative chalcone synthase"
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_At4g00190 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g01070	mips_01_20_17_07	"putative flavonol glucosyltransferase"
			mips_01_20_35
			mips_01_20_35_01
	at_At4g02300	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At4g03070	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g16330	mips_01_20_17_07	"naringenin 3-dioxygenase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g22880	mips_01_20_17_07	"putative leucoanthocyanidin dioxygenase (LDOX)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g30440 -	mips_01_05_01_01_01	"nucleotide sugar epimerase-like protein"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g30570 -	mips_01_05_01_03	"GDP-mannose pyrophosphorylase like protein"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_05_04
			mips_30_01
	at_At4g37990	mips_01_05_01_01_03	"cinnamyl-alcohol dehydrogenase ELI3-2"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_01
			mips_11_07
			mips_30_01
			mips_63_17
			mips_63_17_09
	at_At4g38460	mips_01_06	"geranylgeranyl pyrophosphate synthase-related protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	at_At4g38510 -	mips_01	"vacuolar-type H+-ATPase subunit B2 (VHA-B2)"
			mips_01_07
			mips_01_07_01
			mips_13
			mips_13_11
			mips_20
			mips_40_02
			mips_40_25
			mips_63
			mips_63_19
			mips_67
			mips_67_01
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At5g06750 -	mips_01_04	"protein phosphatase 2C-like"
			mips_63_17
			mips_63_17_01
	at_At5g06870 -	mips_11_05_01	"polygalacturonase inhibiting protein"
	at_At5g07420 -	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_40_01
	at_At5g08670 -	mips_01_07_01	"H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_67_01
			mips_67_15
	at_At5g09300 -	mips_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit-like protein"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At5g10730 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_47_03_15
			mips_47_03_15_05
	at_At5g11380 -	mips_02	"1-D-deoxyxylulose 5-phosphate synthase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_30
			mips_30_01
			mips_40_03
			mips_63_17
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At5g14590 -	mips_01_06_04	"isocitrate dehydrogenase - like protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At5g15950	mips_01_20_17_03	"S-adenosylmethionine decarboxylase (adoMetDC2)"
			mips_01_20_23
			mips_01_20_50
			mips_14_04_03
			mips_14_04_03_05
	at_At5g16240 -	mips_40_26	"stearoyl-acyl carrier protein desaturase"
			mips_40_26_03
	at_At5g16960 -	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g16970 -	mips_02_16	"quinone oxidoreductase -like protein"
	at_At5g17040	mips_01_20_17	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_20_17_07
	at_At5g18660 -	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_99
			mips_02_01
	at_At5g18930	mips_01_20_17_03	"S-adenosyl-L-methionine decarboxylase - like protein"
			mips_01_20_23
			mips_01_20_50
			mips_14_04_03
			mips_14_04_03_05
	at_At5g19120 -	mips_06_13_04	"conglutin gamma - like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g22500 -	mips_01_06_01_05	"male sterility 2-like protein (emb|CAA68191.1)"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g24540	mips_01_05	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g24760	mips_01_05_01	"alcohol dehydrogenase - like protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g26310	mips_01_20_17_07	"UTP-glucose glucosyltransferase - like protein"
	at_At5g27660 -	mips_06_07_11	"serine protease-like protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At5g28360	mips_01_01_10	"fragment of 1-aminocyclopropane-1-carboxylate synthase"
			mips_01_01_10_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g28510	mips_01_05	"thioglucosidase (myrosinase) - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g34780	mips_01_01_01	"3-methyl-2-oxobutanoate dehydrogenase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_40_16
	at_At5g34930 -	mips_01_01	"arogenate dehydrogenase"
			mips_01_01_01
	at_At5g36230 -	mips_03_03_01_01	"unknown protein"
			mips_03_03_01_01_03
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_03
	at_At5g40200 -	mips_06	"putative serine protease (MSN9.10)"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
			mips_63
			mips_63_01
	at_At5g42250	mips_01_20	"alcohol dehydrogenase"
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g43440	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g43500 -	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
	at_At5g43760	mips_01_06	"beta-ketoacyl-CoA synthase"
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_At5g43940	mips_01_20_01	"alcohol dehydrogenase (EC 1.1.1.1) class III (pir||S71244)"
			mips_01_20_01_05
			mips_63_17_09
			mips_67_15
	at_At5g44480 -	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g47270 -	mips_01_03_10	"putative protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_11_05_03
			mips_11_07_03
			mips_30_26
			mips_30_26_03
			mips_67_99
	at_At5g49460 -	mips_01_05_01_05	"ATP-citrate lyase subunit B"
			mips_01_05_01_05_07
			mips_02_10
	at_At5g50110 -	mips_03_03_03	"putative protein"
	at_At5g50850 -	mips_01_01_10	"pyruvate dehydrogenase E1 component beta subunit, mitochondrial precursor (PDHE1-B) (sp|Q38799)"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At5g51500 -	mips_01_05_99	"pectinesterase"
			mips_30_01
			mips_40_01
	at_At5g51810	mips_01_20_17	"gibberellin 20-oxidase (emb|CAA58294.1)"
			mips_01_20_17_07
	at_At5g51970	mips_01_05_01_01_01	"sorbitol dehydrogenase-like protein"
			mips_01_20_01
			mips_01_20_01_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g53370 -	mips_01_05	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_40_01
	at_At5g53760 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At5g53810	mips_01	"caffeic acid 3-O-methyltransferase-like protein"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_40
			mips_98
	at_At5g53990	mips_01_20_17	"flavonol 3-O-glucosyltransferase-like protein"
			mips_01_20_17_07
	at_At5g54060	mips_01_20_17_07	"flavonol 3-O-glucosyltransferase-like"
	at_At5g54080 -	mips_01_01	"homogentisate 1,2-dioxygenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
	at_At5g55630 -	mips_67_01	"outward rectifying potassium channel KCO"
			mips_67_01_01
	at_At5g57300 -	mips_01_07	"ubiquinone/menaquinone biosynthesis methyltransferase-like"
			mips_01_07_01
	at_At5g58490	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g59580	mips_01_20	"glucuronosyl transferase - like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g59590	mips_01_20_17	"glucuronosyl transferase - like protein"
			mips_01_20_17_07
			mips_11_07
	at_At5g63240 -	mips_01_04	"putative protein"
			mips_01_04_01
	at_At5g63890 -	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	at_At5g63980 -	mips_01_01_01	"3'(2'),5'-bisphosphate nucleotidase"
			mips_01_02_01
			mips_01_03_01
			mips_01_06_01
	at_At5g64000 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase (emb|CAB05889.1)"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_10_01_09
			mips_10_01_09_11
	at_At5g64370	mips_01_01_01_15	"beta-ureidopropionase"
			mips_01_01_01_15_05
			mips_01_02
			mips_01_02_01
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_99
			mips_20_20
			mips_20_20_18
	at_At5g66280 -	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	at_At5g01320 -	mips_01_01	"pyruvate decarboxylase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
	at_At5g01410 -	mips_01_07	"pyridoxine biosynthesis protein - like"
			mips_01_07_01
			mips_03
			mips_03_99
			mips_11
			mips_11_01
	at_At5g01700 -	mips_10_01_05_01	"putative protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g01800 -	mips_01_06	"putative protein"
			mips_01_06_13
			mips_30_25
			mips_40_25
			mips_40_27
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_09
	at_At5g04360 -	mips_01_05_01_01_01	"pullulanase-like protein (starch debranching enzyme)"
			mips_02_19
	at_At5g05600	mips_01_01_99	"leucoanthocyanidin dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g05900	mips_01_05	"glucuronosyl transferase-like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At5g20860 -	mips_01_05	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_30
			mips_40_01
	at_At5g22300 -	mips_01_02	"Nitrilase 4 (sp|P46011)"
			mips_20_20
			mips_20_20_18
	at_At5g22420 -	mips_01_06_01_05	"acyl CoA reductase-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g61590 -	mips_10_01	"ethylene responsive element binding factor - like"
			mips_10_01_01
	at_At5g61680 -	mips_01_05_99	"pectin methyl-esterase - like protein"
			mips_40_01
	Propertest Accuracy: 194/429 (45.22%)
	Propertest Frequency class 'mips_01_20': 455/4472 (10.17%)

	New (unknown) data (2658 items):
	at_At1g13760 -	no entry	null
	at_At1g13900 -	mips_06	"hypothetical protein"
			mips_10
	at_At1g14700 -	no entry	null
	at_At1g02340 -	no entry	null
	at_At1g21910 -	no entry	null
	at_At1g22190 -	no entry	null
	at_At1g02810 -	no entry	null
	at_At1g22800 -	no entry	null
	at_At1g23500 -	no entry	null
	at_At1g24520 -	no entry	null
	at_At1g26850 -	no entry	null
	at_At1g29140 -	no entry	null
	at_At1g30940 -	no entry	null
	at_At1g31850 -	no entry	null
	at_At1g03440 -	no entry	null
	at_At1g33270 -	no entry	null
	at_At1g33790 -	no entry	null
	at_At1g33870 -	no entry	null
	at_At1g43160 -	no entry	null
	at_At1g49120 -	no entry	null
	at_At1g49750 -	no entry	null
	at_At1g51070 -	no entry	null
	at_At1g52050 -	no entry	null
	at_At1g52100 -	no entry	null
	at_At1g53920 -	no entry	null
	at_At1g53940 -	no entry	null
	at_At1g54000 -	no entry	null
	at_At1g54020 -	no entry	null
	at_At1g54030 -	no entry	null
	at_At1g58430 -	no entry	null
	at_At1g62510 -	no entry	null
	at_At1g67820 -	no entry	null
	at_At1g68650 -	no entry	null
	at_At1g69520 -	no entry	null
	at_At1g06100 -	no entry	null
	at_At1g06120 -	no entry	null
	at_At1g70570 -	no entry	null
	at_At1g71250 -	mips_98	"putative GDSL-motif lipase/acylhydrolase"
	at_At1g74930 -	no entry	null
	at_At1g75900 -	no entry	null
	at_At1g75910 -	no entry	null
	at_At1g75920 -	no entry	null
	at_At1g78040 -	no entry	null
	at_At1g78830 -	no entry	null
	at_At1g06990 -	no entry	null
	at_At1g78850 -	no entry	null
	at_At1g79760 -	no entry	null
	at_At2g26680 -	no entry	null
	at_At2g40250 -	no entry	null
	at_At2g40280 -	no entry	null
	at_At3g17150 -	no entry	null
	at_At3g23300 -	no entry	null
	at_At3g23480 -	no entry	null
	at_At2g04570 -	no entry	null
	at_At2g16620 -	no entry	null
	at_At2g17430 -	no entry	null
	at_At2g19060 -	no entry	null
	at_At2g20060 -	no entry	null
	at_At2g20350 -	no entry	null
	at_At2g24160 -	no entry	null
	at_At2g24560 -	no entry	null
	at_At2g24620 -	no entry	null
	at_At2g26160 -	no entry	null
	at_At2g26560 -	mips_65	"similar to latex allergen from Hevea brasiliensis"
			mips_67
	at_At2g30220 -	no entry	null
	at_At2g30310 -	no entry	null
	at_At2g31540 -	no entry	null
	at_At2g33670 -	no entry	null
	at_At2g34700 -	no entry	null
	at_At2g39070 -	no entry	null
	at_At2g39670 -	no entry	null
	at_At2g40340 -	no entry	null
	at_At2g40350 -	no entry	null
	at_At2g43200 -	no entry	null
	at_At2g45180 -	no entry	null
	at_At2g47930 -	no entry	null
	at_At3g10200 -	no entry	null
	at_At3g10890 -	no entry	null
	at_At3g12000 -	no entry	null
	at_At3g14820 -	no entry	null
	at_At3g16420 -	no entry	null
	at_At3g19630 -	mips_99	"unknown protein"
	at_At3g21760 -	no entry	null
	at_At3g21790 -	no entry	null
	at_At3g22370 -	no entry	null
	at_At3g24710 -	no entry	null
	at_At3g25110 -	no entry	null
	at_At3g26960 -	no entry	null
	at_At3g27620 -	no entry	null
	at_At3g43550 -	no entry	null
	at_At3g43570 -	no entry	null
	at_At3g49640 -	no entry	null
	at_At3g50400 -	no entry	null
	at_At3g51370 -	no entry	null
	at_At3g51710 -	no entry	null
	at_At3g52810 -	no entry	null
	at_At3g55790 -	no entry	null
	at_At3g57140 -	no entry	null
	at_At3g59590 -	no entry	null
	at_At3g61630 -	no entry	null
	at_At3g63200 -	mips_65	"unknown protein"
	at_At3g63510 -	no entry	null
	at_At4g00170 -	no entry	null
	at_At4g00740 -	no entry	null
	at_At4g00750 -	no entry	null
	at_At1g12190 -	no entry	null
	at_At4g04930 -	no entry	null
	at_At4g16220 -	no entry	null
	at_At4g16380 -	no entry	null
	at_At4g16710 -	no entry	null
	at_At4g22460 -	no entry	null
	at_At4g24780 -	no entry	null
	at_At4g28780 -	no entry	null
	at_At4g30140 -	no entry	null
	at_At4g31080 -	no entry	null
	at_At4g31750 -	no entry	null
	at_At4g36900 -	no entry	null
	at_At4g38220 -	no entry	null
	at_At5g14470 -	no entry	null
	at_At5g18560 -	no entry	null
	at_At5g19790 -	no entry	null
	at_At5g24750 -	no entry	null
	at_At5g24840 -	no entry	null
	at_At5g27930 -	no entry	null
	at_At5g33370 -	no entry	null
	at_At5g34850 -	no entry	null
	at_At5g38540 -	no entry	null
	at_At5g41890 -	no entry	null
	at_At5g42160 -	mips_98	"putative protein"
	at_At5g45670 -	no entry	null
	at_At5g45880 -	no entry	null
	at_At5g45950 -	no entry	null
	at_At5g45960 -	no entry	null
	at_At5g48020 -	no entry	null
	at_At5g48290 -	mips_98	"ATFP5"
	at_At5g51190 -	no entry	null
	at_At5g52750 -	no entry	null
	at_At5g55050 -	no entry	null
	at_At5g57390 -	no entry	null
	at_At5g65510 -	no entry	null
	at_At5g66330 -	no entry	null
	at_At5g05410 -	no entry	null
	at_At5g07310 -	no entry	null
	at_At2g03590 -	no entry	null
	at_At5g04060 -	no entry	null
	at_At1g19690 -	no entry	null
	at_At5g08410 -	no entry	null
	at_At5g15720 -	no entry	null
	at_At5g15910 -	no entry	null
	at_At5g40990 -	no entry	null
	at_At5g54400 -	no entry	null
	at_At5g67220 -	no entry	null
	at_At1g42500 -	no entry	null
	at_At1g22720 -	no entry	null
	at_At1g33460 -	no entry	null
	at_At1g33670 -	no entry	null
	at_At1g34330 -	no entry	null
	at_At1g35250 -	no entry	null
	at_At1g51290 -	no entry	null
	at_At1g52110 -	no entry	null
	at_At1g04430 -	no entry	null
	at_At1g58160 -	no entry	null
	at_At1g62790 -	no entry	null
	at_At1g68280 -	no entry	null
	at_At1g05770 -	no entry	null
	at_At1g73610 -	no entry	null
	at_At1g74460 -	no entry	null
	at_At1g78860 -	no entry	null
	at_At1g06090 -	no entry	null
	at_At1g53730 -	no entry	null
	at_At1g54010 -	no entry	null
	at_At1g67160 -	no entry	null
	at_At1g75880 -	no entry	null
	at_At1g75930 -	no entry	null
	at_At2g16340 -	no entry	null
	at_At2g17240 -	no entry	null
	at_At2g19010 -	no entry	null
	at_At2g19050 -	no entry	null
	at_At2g23540 -	no entry	null
	at_At2g31550 -	no entry	null
	at_At2g39220 -	mips_65	"similar to latex allergen from Hevea brasiliensis"
	at_At2g39310 -	no entry	null
	at_At2g43730 -	no entry	null
	at_At2g44110 -	no entry	null
	at_At2g45750 -	no entry	null
	at_At2g47540 -	no entry	null
	at_At2g03480 -	no entry	null
	at_At2g03520 -	no entry	null
	at_At2g03530 -	no entry	null
	at_At2g03980 -	no entry	null
	at_At2g04020 -	no entry	null
	at_At3g50740 -	no entry	null
	at_At3g51350 -	no entry	null
	at_At3g52820 -	no entry	null
	at_At3g59620 -	no entry	null
	at_At3g59840 -	no entry	null
	at_At3g63320 -	no entry	null
	at_At3g14220 -	no entry	null
	at_At3g16820 -	no entry	null
	at_At3g30540 -	no entry	null
	at_At3g09930 -	no entry	null
	at_At3g10900 -	no entry	null
	at_At3g22360 -	no entry	null
	at_At4g08230 -	no entry	null
	at_At4g10440 -	no entry	null
	at_At4g18030 -	no entry	null
	at_At4g19120 -	no entry	null
	at_At4g21210 -	no entry	null
	at_At4g26790 -	no entry	null
	at_At4g29800 -	mips_65	"putative protein"
	at_At4g31530 -	no entry	null
	at_At4g35880 -	no entry	null
	at_At5g02940 -	no entry	null
	at_At5g03600 -	no entry	null
	at_At5g03820 -	no entry	null
	at_At5g14380 -	no entry	null
	at_At5g14430 -	no entry	null
	at_At5g17660 -	no entry	null
	at_At5g28480 -	no entry	null
	at_At5g35950 -	no entry	null
	at_At5g37700 -	no entry	null
	at_At5g38000 -	no entry	null
	at_At5g39370 -	no entry	null
	at_At5g39410 -	no entry	null
	at_At5g42170 -	no entry	null
	at_At5g47970 -	no entry	null
	at_At5g50400 -	no entry	null
	at_At5g61250 -	no entry	null
	at_At5g64310 -	no entry	null
	at_At5g67010 -	no entry	null
	at_At1g24480 -	no entry	null
	at_At1g26320 -	no entry	null
	at_At1g26440 -	no entry	null
	at_At1g29660 -	no entry	null
	at_At1g29670 -	no entry	null
	at_At1g31070 -	no entry	null
	at_At1g32350 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At1g33810 -	no entry	null
	at_At1g33960 -	no entry	null
	at_At1g35290 -	no entry	null
	at_At1g47340 -	no entry	null
	at_At1g52060 -	no entry	null
	at_At1g53000 -	no entry	null
	at_At1g53990 -	no entry	null
	at_At1g54480 -	no entry	null
	at_At1g57790 -	no entry	null
	at_At1g58480 -	no entry	null
	at_At1g68260 -	no entry	null
	at_At1g71691 -	no entry	null
	at_At1g72600 -	no entry	null
	at_At1g73040 -	no entry	null
	at_At1g73070 -	no entry	null
	at_At1g75890 -	no entry	null
	at_At1g79170 -	no entry	null
	at_At1g80080 -	no entry	null
	at_At1g08510 -	no entry	null
	at_At1g09460 -	no entry	null
	at_At1g11310 -	no entry	null
	at_At1g11360 -	no entry	null
	at_At1g13860 -	no entry	null
	at_At1g13910 -	no entry	null
	at_At1g60100 -	no entry	null
	at_At1g60230 -	no entry	null
	at_At1g61560 -	no entry	null
	at_At1g71120 -	no entry	null
	at_At1g72360 -	no entry	null
	at_At1g72480 -	no entry	null
	at_At2g03600 -	no entry	null
	at_At2g36800 -	no entry	null
	at_At2g38500 -	no entry	null
	at_At2g42990 -	no entry	null
	at_At2g01780 -	no entry	null
	at_At3g03080 -	no entry	null
	at_At3g03390 -	no entry	null
	at_At3g04290 -	no entry	null
	at_At3g05390 -	no entry	null
	at_At3g05640 -	no entry	null
	at_At3g05920 -	no entry	null
	at_At3g06270 -	no entry	null
	at_At3g06340 -	no entry	null
	at_At3g07020 -	no entry	null
	at_At3g07130 -	no entry	null
	at_At3g10150 -	no entry	null
	at_At3g11410 -	no entry	null
	at_At3g14210 -	no entry	null
	at_At3g14225 -	no entry	null
	at_At3g16370 -	no entry	null
	at_At3g26110 -	no entry	null
	at_At3g26130 -	no entry	null
	at_At3g28460 -	no entry	null
	at_At3g53100 -	no entry	null
	at_At3g59610 -	no entry	null
	at_At4g05210 -	no entry	null
	at_At3g01200 -	no entry	null
	at_At3g01640 -	no entry	null
	at_At3g02175 -	no entry	null
	at_At3g02180 -	no entry	null
	at_At3g05100 -	no entry	null
	at_At3g16470 -	no entry	null
	at_At3g16560 -	no entry	null
	at_At3g17090 -	no entry	null
	at_At3g23240 -	no entry	null
	at_At3g23650 -	no entry	null
	at_At3g49520 -	no entry	null
	at_At3g56080 -	no entry	null
	at_At4g09790 -	no entry	null
	at_At4g10950 -	no entry	null
	at_At4g11140 -	no entry	null
	at_At4g12560 -	no entry	null
	at_At4g14000 -	no entry	null
	at_At4g18760 -	no entry	null
	at_At4g18810 -	no entry	null
	at_At4g18970 -	no entry	null
	at_At4g19920 -	no entry	null
	at_At4g23750 -	no entry	null
	at_At4g24250 -	no entry	null
	at_At4g24890 -	no entry	null
	at_At4g28320 -	no entry	null
	at_At4g31090 -	no entry	null
	at_At4g37050 -	mips_65	"patatin-like protein"
	at_At4g37060 -	mips_08	"patatin-like protein"
			mips_40
			mips_65
			mips_67
			mips_99
	at_At4g37070 -	mips_65	"patatin-like protein"
	at_At4g02270 -	no entry	null
	at_At4g16230 -	no entry	null
	at_At5g07580 -	no entry	null
	at_At5g08460 -	no entry	null
	at_At5g09480 -	no entry	null
	at_At5g10130 -	no entry	null
	at_At5g10430 -	no entry	null
	at_At5g11190 -	no entry	null
	at_At5g16580 -	no entry	null
	at_At5g17000 -	no entry	null
	at_At5g18430 -	no entry	null
	at_At5g22810 -	no entry	null
	at_At5g28310 -	no entry	null
	at_At5g28520 -	no entry	null
	at_At5g33260 -	no entry	null
	at_At5g37690 -	no entry	null
	at_At5g37940 -	no entry	null
	at_At5g37980 -	no entry	null
	at_At5g43600 -	no entry	null
	at_At5g46000 -	no entry	null
	at_At5g49860 -	no entry	null
	at_At5g52760 -	no entry	null
	at_At5g63140 -	no entry	null
	at_At5g63170 -	no entry	null
	at_At5g66460 -	no entry	null
	at_At5g03590 -	no entry	null
	at_At5g03610 -	no entry	null
	at_At5g03810 -	no entry	null
	at_At5g41050 -	no entry	null
	at_At5g62440 -	no entry	null


------------------