Rule 2757
	d_ratio <= 3.93
	gd6_ratio > 0.778
	kw8_ratio <= 0.271
	qc9_ratio > 0.27
	->  class mips_01_04_01 "phosphate utilization"

	Evaluation on training data (4955 items):
	at_At2g04910	mips_01_04_01	"hypothetical protein"
	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_At3g28250	mips_01_04_01	"hypothetical protein"
			mips_01_05
			mips_98
	at_At4g09090	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At5g08000	mips_01_04	"predicted GPI-anchored protein"
			mips_01_04_01
			mips_30_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
	Training Accuracy: 6/6 (100.00%)
	Training Frequency class 'mips_01_04_01': 35/4955 (0.71%)

	Evaluation on validation data (2463 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_At1g65310 -	mips_01_05_99	"putative protein"
			mips_40_01
	at_At1g66870	mips_01_04_01	"hypothetical protein"
	at_At4g01410 -	mips_11_05_01	"putative hypoersensitive response protein"
	at_At4g30590 -	mips_02_13	"predicted GPI-anchored protein"
			mips_02_13_01
			mips_67_04_01
			mips_67_04_01_01
	at_At5g53610	mips_01_04	"unknown protein"
			mips_01_04_01
			mips_30_01
	Validation Accuracy: 2/6 (33.33%)
	Validation Frequency class 'mips_01_04_01': 22/2463 (0.89%)

	Evaluation on propertest data (3789 items):
	at_At2g16630 -	mips_40_10_05	"unknown protein"
	at_At2g33330 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_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
	Propertest Accuracy: 0/3 (0.00%)
	Propertest Frequency class 'mips_01_04_01': 28/3789 (0.74%)

	New (unknown) data (2463 items):
	at_At1g16500 -	no entry	null
	at_At1g32280 -	no entry	null
	at_At2g35250 -	no entry	null
	at_At3g21900 -	no entry	null
	at_At4g10330 -	no entry	null
	at_At4g25030 -	no entry	null
	at_At4g30070 -	no entry	null
	at_At1g31580 -	no entry	null
	at_At3g12500 -	no entry	null
	at_At4g11650 -	no entry	null
	at_At5g03090 -	no entry	null
	at_At5g58640 -	no entry	null
	at_At1g27950 -	mips_08_16	"unknown protein"
			mips_08_99
			mips_67
			mips_67_13
	at_At3g08810 -	no entry	null
	at_At3g51430 -	mips_01_20	"mucin -like protein"
			mips_40_01
	at_At5g37660 -	no entry	null


------------------
Rule 5231
	gravy > 0.216
	c_ratio > 3.66
	pg6_ratio > 0.775
	tw10_ratio <= 0.206
	->  class mips_01_06_13 "lipid and fatty-acid transport"

	Evaluation on training data (4955 items):
	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_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_At4g08670	mips_01_06_13	"lipid transfer protein - like predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	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
	Training Accuracy: 6/6 (100.00%)
	Training Frequency class 'mips_01_06_13': 54/4955 (1.09%)

	Evaluation on validation data (2463 items):
	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_At5g18600 -	mips_01_03_07	"glutaredoxin -like protein"
	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: 3/4 (75.00%)
	Validation Frequency class 'mips_01_06_13': 25/2463 (1.02%)

	Evaluation on propertest data (3789 items):
	at_At2g10940 -	mips_20_25_16	"unknown protein"
	at_At5g01870	mips_01_06_13	"lipid-transfer protein-like"
			mips_08_16
			mips_30_02
			mips_67_13
	Propertest Accuracy: 1/2 (50.00%)
	Propertest Frequency class 'mips_01_06_13': 38/3789 (1.00%)

	New (unknown) data (2463 items):
	at_At1g12670 -	no entry	null
	at_At1g18280 -	no entry	null
	at_At1g53620 -	no entry	null
	at_At1g73530 -	no entry	null
	at_At1g73560 -	no entry	null
	at_At1g76960 -	no entry	null
	at_At2g37870 -	no entry	null
	at_At2g43520 -	no entry	null
	at_At4g12510 -	no entry	null
	at_At4g22490 -	no entry	null
	at_At5g06040 -	no entry	null
	at_At5g44420 -	no entry	null
	at_At5g44430 -	no entry	null
	at_At5g59330 -	mips_67_13	"putative protein"
	at_At5g64080 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At1g05450 -	no entry	null
	at_At1g77630 -	no entry	null
	at_At2g13830 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At2g26010 -	no entry	null
	at_At2g26020 -	no entry	null
	at_At5g38170 -	no entry	null
	at_At5g54220 -	no entry	null
	at_At1g21880 -	no entry	null
	at_At1g73550 -	mips_08	""
			mips_08_99
			mips_67_13
	at_At1g75830 -	no entry	null
	at_At2g02140 -	no entry	null
	at_At2g43510 -	no entry	null
	at_At3g43720 -	mips_08_16	"lipid-transfer protein-like, predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At3g52130 -	no entry	null
	at_At3g53980 -	no entry	null
	at_At3g61980 -	no entry	null
	at_At4g12520 -	no entry	null
	at_At4g31030 -	no entry	null
	at_At5g36720 -	no entry	null
	at_At5g38160 -	no entry	null
	at_At5g41440 -	no entry	null


------------------
Rule 4561
	gravy > -0.288
	gravy <= 0.216
	d_ratio > 3.93
	wy1_ratio <= 0.173
	yw1_ratio <= 0.118
	yc2_ratio <= 0.262
	qm3_ratio <= 0.204
	wq3_ratio > 0.2
	wq5_ratio <= 0.339
	wh9_ratio > 0.19
	->  class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"

	Evaluation on training data (4955 items):
	at_At1g01420	mips_01_20_17	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_17_07
			mips_01_20_35_01
	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_At1g30530	mips_01_20_17	"putative UDP-gulcoronosyl and UDP-glucosyl transferase family protein"
			mips_01_20_17_07
	at_At1g50580	mips_01	"rhamnosyltransferase, putative"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_99
	at_At1g64910	mips_01_20_17_07	"hypothetical protein"
	at_At2g15490	mips_01_20_17_07	"putative glucosyltransferase"
	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_At2g28080	mips_01_05_01	"putative glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At2g30150	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g31750	mips_01_20_17_07	"putative glucosyltransferase"
	at_At3g16520	mips_01_20_17	"glucosyltransferase like protein"
			mips_01_20_17_07
	at_At3g29630	mips_01_20_17	"flavonol 3-O-Glucosyltransferase, putative"
			mips_01_20_17_07
	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_At4g14100	mips_01_20_17_07	"glucosyltransferase like protein"
	at_At4g15500	mips_01_20_17_07	"indole-3-acetate beta-glucosyltransferase like protein"
	at_At4g27570	mips_01_20_17	"UDP rhamnose--anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
			mips_01_20_17_07
	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_At4g39510	mips_01_20_17	"cytochrome P450 -like protein"
			mips_01_20_17_07
	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_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_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_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_At5g65550	mips_01_20_17_07	"anthocyanidin-3-glucoside rhamnosyltransferase"
	at_At5g66690	mips_01_05	"UTP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	Training Accuracy: 33/33 (100.00%)
	Training Frequency class 'mips_01_20_17': 222/4955 (4.48%)

	Evaluation on validation data (2463 items):
	at_At1g01390	mips_01_20_17_07	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g07250	mips_01_20_17_07	"putative 3-o-glucosyltransferase"
	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_At1g22340	mips_01_20_17_07	"hypothetical protein"
	at_At1g24610 -	mips_02_07	"Unknown protein"
			mips_67_50
			mips_67_50_25
	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_At2g23250	mips_01_20_17	"putative glucosyltransferase"
			mips_01_20_17_07
	at_At2g26480	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g29740	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At3g18630 -	mips_03_01_05	"uracil-DNA glycosylase, putative"
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_40_37
	at_At3g21560	mips_01_20_17_07	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase, putative"
	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_At3g48760 -	mips_06_07	"putative protein"
			mips_06_07_01
			mips_08
			mips_08_19
	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_At5g05880	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
			mips_11_07
	at_At5g14860 -	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_05_01_03_04
	at_At5g17030	mips_01_20_17_07	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
	at_At5g37950	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
			mips_11_07
	at_At5g49690	mips_01_20	"anthocyanidin-3-glucoside rhamnosyltransferase-like"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g50020 -	mips_06_07_01	"unknown protein"
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04_03
			mips_14_04_03_03
	Validation Accuracy: 14/21 (66.67%)
	Validation Frequency class 'mips_01_20_17': 93/2463 (3.78%)

	Evaluation on propertest data (3789 items):
	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_At1g06000	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At1g10400	mips_01_20_17	"puative glucosyl transferase"
			mips_01_20_17_07
	at_At1g22370	mips_01_20	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g24100	mips_01_20_17_07	"putative indole-3-acetate beta-glucosyltransferase"
	at_At1g64020 -	mips_62_01_07	"hypothetical protein"
			mips_62_02_01_02
			mips_62_02_01_02_03
	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_At2g16890 -	mips_01_05_01_03	"glucosyltransferase like protein"
			mips_01_05_01_03_04
	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_At2g27800 -	mips_04_05_99	"hypothetical protein"
	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_At3g18030 -	mips_01_03_01	"HAL3A protein"
			mips_01_03_04
			mips_01_03_07
			mips_01_07_01
			mips_11_01_03
	at_At3g46720	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
	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_At4g01070	mips_01_20_17_07	"putative flavonol glucosyltransferase"
			mips_01_20_35
			mips_01_20_35_01
	at_At4g09500	mips_01	"putative protein"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_99
	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_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_At4g24630 -	mips_06_07_01	"putative protein"
			mips_08_19
	at_At4g27560	mips_01_20_17_07	"UDP rhamnose-anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
	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_At4g34930 -	mips_01_25	"putative protein"
			mips_01_25_07
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At5g05900	mips_01_05	"glucuronosyl transferase-like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At5g17040	mips_01_20_17	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_20_17_07
	at_At5g26310	mips_01_20_17_07	"UTP-glucose glucosyltransferase - like protein"
	at_At5g54060	mips_01_20_17_07	"flavonol 3-O-glucosyltransferase-like"
	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
	Propertest Accuracy: 27/34 (79.41%)
	Propertest Frequency class 'mips_01_20_17': 184/3789 (4.86%)

	New (unknown) data (2463 items):
	at_At1g50590 -	no entry	null
	at_At1g52160 -	no entry	null
	at_At3g09130 -	no entry	null
	at_At4g15300 -	no entry	null
	at_At4g24130 -	no entry	null
	at_At5g10340 -	no entry	null
	at_At5g65850 -	no entry	null
	at_At1g63500 -	no entry	null
	at_At2g43470 -	no entry	null
	at_At3g50740 -	no entry	null
	at_At5g16330 -	no entry	null
	at_At5g22350 -	no entry	null
	at_At1g19030 -	mips_29_99	"hypothetical protein"
	at_At1g77340 -	mips_06_01	""
	at_At5g25970 -	no entry	null
	at_At5g52620 -	no entry	null


------------------
Rule 4679
	nitrogen <= 1061
	gravy > -0.288
	gravy <= 0.216
	hq1_ratio <= 0.198
	qd1_ratio <= 0.725
	cs2_ratio <= 0.099
	qc2_ratio <= 0.099
	wm2_ratio > 0.182
	pc4_ratio <= 0.19
	yw4_ratio > 0.093
	nh5_ratio <= 0.234
	->  class mips_01_20_17 "biosynthesis of secondary products derived from primary amino acids"

	Evaluation on training data (4955 items):
	at_At1g11600	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At1g13710	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g26380	mips_01_05_01_01_01	"putative protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
	at_At1g33720	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g64930	mips_01_20_17_07	"hypothetical protein"
	at_At2g12190	mips_01_20_17	"pseudogene"
			mips_01_20_17_07
	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_At3g46700	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
	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_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_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_At5g12890	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g44620	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase-like; cytochrome P450"
	Training Accuracy: 18/18 (100.00%)
	Training Frequency class 'mips_01_20_17': 222/4955 (4.48%)

	Evaluation on validation data (2463 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_At1g21860	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			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_At2g23220 -	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g39410 -	mips_01_06_04	"putative phospholipase"
			mips_02_25
	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_At5g16760 -	mips_10_01_09	"Inositol 1,3,4-Trisphosphate 5/6 kinase"
			mips_10_01_99
	at_At5g62790 -	mips_01_06_01_07	"1-deoxy-D-xylulose 5-phosphate reductoisomerase (DXR)"
	Validation Accuracy: 5/9 (55.56%)
	Validation Frequency class 'mips_01_20_17': 93/2463 (3.78%)

	Evaluation on propertest data (3789 items):
	at_At1g02310 -	mips_01_05_01_01	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At1g30740	mips_01_20_17_09	"putative reticuline oxidase-like protein"
			mips_02_16
			mips_40_19
	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_At2g45570	mips_01_20_17_07	"cytochrome P450 (CYP76C2)"
			mips_11_07_01
	at_At3g26230 -	mips_11_07_01	"cytochrome P450, putative"
	at_At5g06905	mips_01_20_17	"cytochrome P450-like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At5g42580	mips_01_20_17_07	"cytochrome P450"
	Propertest Accuracy: 6/8 (75.00%)
	Propertest Frequency class 'mips_01_20_17': 184/3789 (4.86%)

	New (unknown) data (2463 items):
	at_At4g19070 -	no entry	null
	at_At5g11580 -	mips_06_07	"unknown protein"
			mips_06_13
	at_At1g76830 -	no entry	null
	at_At2g28490 -	mips_65	"putative seed storage protein (vicilin-like)"
	at_At3g42510 -	mips_29	"putative protein"
	at_At3g57380 -	no entry	null
	at_At1g44870 -	mips_29	"hypothetical protein"
	at_At1g64900 -	mips_02_11	"putative protein"
	at_At1g67790 -	no entry	null


------------------
Rule 4708
	theo_pI <= 9.69
	gravy > -0.288
	gravy <= 0.216
	hw3_ratio <= 0.105
	wi3_ratio <= 0.273
	wq5_ratio > 0.339
	cm7_ratio <= 0.104
	fp9_ratio <= 0.173
	cl10_ratio <= 0.223
	hp10_ratio <= 0.209
	ww10_ratio <= 0.096
	yp10_ratio <= 0.358
	->  class mips_10_01_05 "enzyme mediated signal transduction"

	Evaluation on training data (4955 items):
	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_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_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_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_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_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_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
	at_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			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_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_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_At4g28950	mips_10_01_05_05	"rac GTP binding protein Arac7"
			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_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_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_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_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_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_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_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_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
	Training Accuracy: 27/27 (100.00%)
	Training Frequency class 'mips_10_01_05': 234/4955 (4.72%)

	Evaluation on validation data (2463 items):
	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_At1g54150 -	mips_14_01	"unknown protein (At1g54150)"
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			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_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_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_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_At3g54420 -	mips_11_05_03	"class IV chitinase (CHIV)"
			mips_30_01
	at_At4g33180 -	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	Validation Accuracy: 4/7 (57.14%)
	Validation Frequency class 'mips_10_01_05': 124/2463 (5.03%)

	Evaluation on propertest data (3789 items):
	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_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_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_At3g32370 -	mips_03_01_99	"hypothetical protein"
			mips_04_05_01_04_01
			mips_30_10_03
	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_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_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_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_At5g65430 -	mips_10_05_01	"GF14 Kappa isoform"
			mips_10_05_01_12
			mips_10_05_01_12_99
			mips_10_05_01_18
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_20_25_01
			mips_20_25_07
			mips_20_25_07_03
			mips_20_25_07_99
			mips_43
			mips_43_03
			mips_43_03_13
			mips_43_03_99
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_62_02_07
			mips_63_02
			mips_63_13
			mips_63_13_03
			mips_63_17_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
	Propertest Accuracy: 12/15 (80.00%)
	Propertest Frequency class 'mips_10_01_05': 188/3789 (4.96%)

	New (unknown) data (2463 items):
	at_At1g26770 -	mips_30_01	"expansin 10"
			mips_40_01
	at_At2g01410 -	no entry	null
	at_At2g03090 -	mips_30_01	"expansin like protein"
			mips_40_01
	at_At2g15120 -	no entry	null
	at_At2g15220 -	no entry	null
	at_At2g20220 -	no entry	null
	at_At2g37640 -	mips_30_01	"putative expansin"
			mips_40_01
	at_At2g40610 -	mips_40_01	"putative expansin"
	at_At3g12160 -	no entry	null
	at_At3g22340 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g50490 -	no entry	null
	at_At4g26410 -	no entry	null
	at_At5g03970 -	no entry	null
	at_At5g05290 -	mips_40_01	"expansin At-EXP2 (gb|AAB38073.1)"
	at_At5g16870 -	no entry	null
	at_At5g24920 -	no entry	null
	at_At1g04040 -	mips_65	"unknown protein"
	at_At1g18730 -	no entry	null
	at_At1g65590 -	no entry	null
	at_At3g52430 -	no entry	null
	at_At4g22600 -	no entry	null
	at_At5g06340 -	no entry	null
	at_At5g44020 -	mips_65	"vegetative storage protein-like"
	at_At1g69530 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At1g80100 -	no entry	null
	at_At2g26810 -	no entry	null
	at_At2g27490 -	no entry	null
	at_At2g32880 -	mips_04	"unknown protein"
	at_At2g38520 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g39700 -	mips_40_01	"putative expansin"
	at_At5g02260 -	mips_40_01	"expansin precursor - like protein"
	at_At5g12990 -	no entry	null
	at_At5g64880 -	no entry	null


------------------
Rule 4684
	nitrogen <= 1061
	gravy > -0.288
	gravy <= 0.216
	d_ratio > 3.93
	pc1_ratio <= 0.212
	qc2_ratio <= 0.099
	wm2_ratio > 0.182
	yw2_ratio <= 0.224
	yw4_ratio > 0.093
	nh5_ratio <= 0.234
	wy9_ratio <= 0.106
	->  class mips_11_07_01 "detoxification involving cytochrome P450"

	Evaluation on training data (4955 items):
	at_At1g11600 -	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At1g13070	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At1g13710 -	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g26380 -	mips_01_05_01_01_01	"putative protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
	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_At1g64930 -	mips_01_20_17_07	"hypothetical protein"
	at_At1g74540	mips_11_07_01	"cytochrome P450 like protein"
	at_At2g02580	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g12190 -	mips_01_20_17	"pseudogene"
			mips_01_20_17_07
	at_At2g30770	mips_11_07_01	"putative cytochrome P450"
	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_At3g26150	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26160	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_At3g46700 -	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
	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_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_At4g20240	mips_11_07_01	"putative protein"
	at_At4g31500	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83B1)"
	at_At5g12890 -	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_20_17
			mips_01_20_17_07
	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_At5g44620 -	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase-like; cytochrome P450"
	Training Accuracy: 27/36 (75.00%)
	Training Frequency class 'mips_11_07_01': 58/4955 (1.17%)

	Evaluation on validation data (2463 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_At1g13080	mips_11_07	"putative cytochrome P450 monooxygenase (At1g13080)"
			mips_11_07_01
	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_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_At2g14100 -	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
	at_At2g23220 -	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g24180	mips_11_07_01	"putative cytochrome P450"
	at_At2g39410 -	mips_01_06_04	"putative phospholipase"
			mips_02_25
	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_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_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_At5g16760 -	mips_10_01_09	"Inositol 1,3,4-Trisphosphate 5/6 kinase"
			mips_10_01_99
	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
	Validation Accuracy: 8/16 (50.00%)
	Validation Frequency class 'mips_11_07_01': 22/2463 (0.89%)

	Evaluation on propertest data (3789 items):
	at_At1g01650 -	mips_06_13_01	"unknown protein"
			mips_08_13
	at_At1g02310 -	mips_01_05_01_01	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At1g11610	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g13090	mips_11_07_01	"cytochrome P450 monooxygenase like protein"
	at_At1g13110	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g16460 -	mips_01_01_01	"thiosulfate sulfurtransferase like protein"
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02_01
			mips_01_02_99
			mips_06_01
			mips_13
			mips_13_11
			mips_63_09
			mips_67
	at_At1g30740 -	mips_01_20_17_09	"putative reticuline oxidase-like protein"
			mips_02_16
			mips_40_19
	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_At2g39450 -	mips_08_16	"unknown protein"
			mips_13_01
			mips_13_01_01
			mips_40_09
			mips_40_22
			mips_67_50_25
	at_At2g45570	mips_01_20_17_07	"cytochrome P450 (CYP76C2)"
			mips_11_07_01
	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_At3g48310	mips_11_07_01	"cytochrome P450 - like protein"
	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_At4g19860 -	mips_01_06	"putative protein"
			mips_01_06_01
			mips_01_06_04
			mips_01_06_13
			mips_40_27
			mips_63_09
	at_At5g06905	mips_01_20_17	"cytochrome P450-like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At5g14590 -	mips_01_06_04	"isocitrate dehydrogenase - like protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At5g42580 -	mips_01_20_17_07	"cytochrome P450"
	at_At5g47330 -	mips_01	"palmitoyl-protein thioesterase precursor-like"
			mips_01_06
			mips_01_06_07
			mips_06
			mips_06_07
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_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_25
	at_At5g57260	mips_11_07_01	"cytochrome P450"
	at_At5g67310 -	mips_01_20_17_07	"cytochrome P450"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	Propertest Accuracy: 14/27 (51.85%)
	Propertest Frequency class 'mips_11_07_01': 45/3789 (1.19%)

	New (unknown) data (2463 items):
	at_At1g66300 -	no entry	null
	at_At2g27000 -	mips_02_11	"putative cytochrome P450"
	at_At2g30750 -	no entry	null
	at_At4g13290 -	no entry	null
	at_At4g30850 -	no entry	null
	at_At5g01740 -	no entry	null
	at_At1g19160 -	no entry	null
	at_At1g76830 -	no entry	null
	at_At2g38600 -	mips_65	"putative acid phosphatase"
	at_At3g48300 -	mips_98	"cytochrome p450 like protein"
			mips_99
	at_At3g57380 -	no entry	null
	at_At4g13310 -	no entry	null
	at_At5g24950 -	no entry	null
	at_At1g64900 -	mips_02_11	"putative protein"
	at_At2g43260 -	no entry	null
	at_At3g48280 -	mips_01_20	"Cytochrome P450 - like protein"
	at_At5g24960 -	no entry	null
	at_At5g25130 -	no entry	null
	at_At5g25140 -	no entry	null
	at_At5g49950 -	no entry	null


------------------
Rule 5591
	theo_pI > 9.69
	gy1_ratio <= 0.13
	ha1_ratio > 0.554
	iv8_ratio <= 0.299
	iv10_ratio <= 0.41
	rs10_ratio <= 0.685
	->  class mips_30_10_03 "organization of chromosome structure"

	Evaluation on training data (4955 items):
	at_At1g09200	mips_30_10	"histone H3 like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g13370	mips_30_10	"unknown 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_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_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_At4g40040	mips_30_10	"Histon H3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	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_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
	Training Accuracy: 11/11 (100.00%)
	Training Frequency class 'mips_30_10_03': 75/4955 (1.51%)

	Evaluation on validation data (2463 items):
	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_At1g19890	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	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_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_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_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_At5g59910	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	Validation Accuracy: 9/9 (100.00%)
	Validation Frequency class 'mips_30_10_03': 31/2463 (1.26%)

	Evaluation on propertest data (3789 items):
	at_At1g01370	mips_30_10	"centromeric histone H3 HTR12"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g72830 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_63
			mips_63_03
	at_At4g12160 -	mips_05_01	"putative ribosomal protein (fragment)"
			mips_05_01_01
	at_At4g40030	mips_30_10	"histone H3.3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	Propertest Accuracy: 2/4 (50.00%)
	Propertest Frequency class 'mips_30_10_03': 46/3789 (1.21%)

	New (unknown) data (2463 items):
	at_At1g69320 -	no entry	null
	at_At2g14810 -	no entry	null
	at_At2g16590 -	no entry	null
	at_At2g28710 -	no entry	null
	at_At2g35300 -	no entry	null
	at_At5g16470 -	no entry	null
	at_At5g17450 -	no entry	null
	at_At5g26070 -	mips_25_03	"extensin - like protein"
			mips_40_01
	at_At5g52780 -	no entry	null
	at_At1g48770 -	no entry	null
	at_At2g23090 -	no entry	null
	at_At2g27180 -	no entry	null
	at_At3g63050 -	no entry	null
	at_At4g08230 -	no entry	null
	at_At1g31060 -	no entry	null
	at_At2g12380 -	no entry	null
	at_At2g45860 -	no entry	null
	at_At3g29570 -	no entry	null
	at_At4g24410 -	no entry	null
	at_At5g38400 -	no entry	null
	at_At5g57730 -	no entry	null


------------------
Rule 5168
	gravy > 0.216
	cp1_ratio <= 0.103
	ya3_ratio <= 0.662
	mr6_ratio <= 0.403
	hw7_ratio > 0.197
	wr10_ratio <= 0.061
	->  class mips_67_50_03 "symporters"

	Evaluation on training data (4955 items):
	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_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_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_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_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_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_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_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_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
	Training Accuracy: 9/9 (100.00%)
	Training Frequency class 'mips_67_50_03': 41/4955 (0.83%)

	Evaluation on validation data (2463 items):
	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_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_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_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_At4g30420 -	mips_01_05	"nodulin-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_98
	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_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
	Validation Accuracy: 3/8 (37.50%)
	Validation Frequency class 'mips_67_50_03': 25/2463 (1.02%)

	Evaluation on propertest data (3789 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_At1g73740 -	mips_01_05_01_03_02	"putative UDP-N-acetylglucosamine--N-acetylmuramyl-(pentapeptide)-pyrophosphoryl-undecaprenol N-acetylglucosamine transferase"
			mips_01_05_01_03_04
			mips_01_20_17_07
			mips_30_34
			mips_30_34_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_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_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_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_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
	Propertest Accuracy: 5/8 (62.50%)
	Propertest Frequency class 'mips_67_50_03': 28/3789 (0.74%)

	New (unknown) data (2463 items):
	at_At1g05210 -	mips_14	"unknown protein"
			mips_14_01
	at_At1g22750 -	no entry	null
	at_At1g27800 -	no entry	null
	at_At1g31130 -	no entry	null
	at_At1g75500 -	no entry	null
	at_At2g04090 -	no entry	null
	at_At2g04100 -	no entry	null
	at_At2g19850 -	no entry	null
	at_At3g18200 -	mips_25_03	"integral membrane protein, putative"
	at_At3g43380 -	no entry	null
	at_At3g54730 -	no entry	null
	at_At3g59090 -	no entry	null
	at_At4g22830 -	no entry	null
	at_At5g06090 -	no entry	null
	at_At5g23030 -	mips_14_20	"senescence-associated protein 5-like protein"
			mips_25_03
	at_At5g27730 -	no entry	null
	at_At5g35650 -	no entry	null
	at_At5g55370 -	no entry	null
	at_At5g55380 -	no entry	null
	at_At1g03260 -	mips_40_30	"hypothetical protein"
	at_At1g61790 -	no entry	null
	at_At1g64650 -	no entry	null
	at_At3g15480 -	no entry	null
	at_At3g24370 -	no entry	null
	at_At5g21070 -	mips_99	"unknown protein"
	at_At5g42530 -	no entry	null
	at_At1g10000 -	no entry	null
	at_At1g34720 -	no entry	null
	at_At1g49260 -	no entry	null
	at_At1g52910 -	no entry	null
	at_At2g12130 -	no entry	null
	at_At2g16800 -	no entry	null
	at_At2g22340 -	no entry	null
	at_At2g32380 -	mips_14_01	"unknown protein"
	at_At4g35080 -	no entry	null
	at_At5g23830 -	no entry	null
	at_At5g27490 -	no entry	null
	at_At5g44860 -	no entry	null
	at_At5g55330 -	no entry	null


------------------
Rule 4614
	theo_pI <= 9.69
	gravy > -0.288
	dd1_ratio <= 0.239
	wm2_ratio > 0.182
	yw4_ratio <= 0.093
	gd5_ratio > 0.639
	ad8_ratio <= 0.496
	th9_ratio <= 0.14
	->  class mips_02_13_03 "aerobic respiration"

	Evaluation on training data (4955 items):
	at_At1g15820	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At1g19150	mips_02_11_05	"unknown 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_At2g11880 -	mips_29_99	"F23M2.4"
			mips_63_03_03
	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_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: 10/11 (90.91%)
	Training Frequency class 'mips_02_13_03': 54/4955 (1.09%)

	Evaluation on validation data (2463 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_At2g39640 -	mips_01_04_01	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
	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
	Validation Accuracy: 2/3 (66.67%)
	Validation Frequency class 'mips_02_13_03': 19/2463 (0.77%)

	Evaluation on propertest data (3789 items):
	at_At1g01100 -	mips_05_04_02	"acidic ribosomal protein, putative"
	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_At5g36170 -	mips_05_04_03	"translation releasing factor RF-2"
			mips_05_07
			mips_40_16
	at_At5g47700 -	mips_05	"60S acidic ribosomal protein P1-like protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_05_04_02
			mips_06_10
			mips_40_03
			mips_63_01
			mips_63_03
			mips_63_03_03
	Propertest Accuracy: 3/6 (50.00%)
	Propertest Frequency class 'mips_02_13_03': 36/3789 (0.95%)

	New (unknown) data (2463 items):
	at_At2g14730 -	no entry	null
	at_At3g19470 -	no entry	null
	at_At5g50290 -	no entry	null
	at_At5g56100 -	no entry	null
	at_At1g10100 -	no entry	null
	at_At1g76520 -	mips_30	"unknown protein"
			mips_30_01
	at_At3g10750 -	no entry	null
	at_At3g42440 -	no entry	null
	at_At4g28170 -	no entry	null


------------------
Rule 5659
	sulphur > 32
	tq3_ratio <= 0.42
	am7_ratio > 0.893
	->  class mips_04_05_99 "other mRNA-transcription activities"

	Evaluation on training data (4955 items):
	at_At1g02060	mips_04_05_99	"unknown protein"
	at_At1g05670 -	mips_01_05	"UDP glycosyltransferase UGT74E1"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g08610	mips_04_05_99	"hypothetical protein"
	at_At1g10910	mips_04_05_99	"membrane-associated salt-inducible protein isolog"
	at_At1g12300	mips_04_05_99	"hypothetical protein"
	at_At1g12620	mips_04_05_99	"putative protein"
	at_At1g13040	mips_04_05_99	"hypothetical protein"
	at_At1g13800	mips_04_05_99	"hypothetical protein"
	at_At1g16830	mips_04_05_99	"hypothetical protein"
	at_At1g18900	mips_04_05_99	"hypothetical protein"
	at_At1g22960	mips_04_05_99	"putative salt-inducible protein"
	at_At1g26500	mips_04_05_99	"hypothetical protein"
	at_At1g52640	mips_04_05_99	""
	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_At1g74580	mips_04_05_99	"hypothetical protein"
	at_At1g74750	mips_04_05_99	""
	at_At1g79080	mips_04_05_99	"hypothetical protein"
	at_At1g79540	mips_04_05_99	"hypothetical protein"
	at_At2g01740	mips_04_05_99	"hypothetical protein"
	at_At2g15630	mips_04_05_99	"putative salt-inducible protein"
	at_At2g16880	mips_04_05_99	"putative salt-inducible protein"
	at_At2g26790	mips_04	"putative salt-inducible protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At3g07290	mips_04_05_99	"hypothetical protein"
	at_At3g22470	mips_04_05_99	"hypothetical protein"
	at_At3g53700	mips_04_05_99	"putative protein"
	at_At4g19440	mips_04_05_99	"putative protein"
	at_At4g19900	mips_04_05_99	"putative protein"
	at_At4g20090	mips_04_05_99	"membrane-associated salt-inducible-like protein"
	at_At4g28010	mips_04_05_99	"putative protein"
	at_At5g02860	mips_04_05_99	"putative protein"
	at_At5g11310	mips_04_05_99	"putative protein"
	at_At5g41170	mips_04_05_99	"salt-inducible protein-like"
	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_At5g65560	mips_04_05_99	"putative protein"
	Training Accuracy: 40/41 (97.56%)
	Training Frequency class 'mips_04_05_99': 88/4955 (1.78%)

	Evaluation on validation data (2463 items):
	at_At1g12700	mips_04_05_99	"hypothetical protein"
	at_At1g14470	mips_04_05_99	"hypothetical protein"
	at_At1g31840	mips_04_05_99	"hypothetical protein"
	at_At2g06000	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At2g18940	mips_04_05_99	"putative salt-inducible protein"
	at_At2g31400	mips_04_05_99	"unknown protein"
	at_At3g06920	mips_04_05_99	"hypothetical protein"
	at_At3g18020	mips_04_05_99	"hypothetical protein"
	at_At3g19940 -	mips_01_05_07	"putative monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g23020	mips_04_05_99	"hypothetical protein"
	at_At3g54980	mips_02_30	"putative protein"
			mips_04_05_99
	at_At3g62470	mips_04_05_99	"putative protein"
	at_At3g62540	mips_04_05_99	"putative protein"
	at_At4g11690	mips_04_05_99	"putative protein"
	at_At5g21990 -	mips_03_03	"putative protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_03_03_01_01_13
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_05
			mips_06_01
			mips_06_04
			mips_30_05
			mips_40_04
			mips_40_04_05
			mips_40_05
			mips_40_10_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"
	Validation Accuracy: 17/19 (89.47%)
	Validation Frequency class 'mips_04_05_99': 44/2463 (1.79%)

	Evaluation on propertest data (3789 items):
	at_At1g03560	mips_04_05_99	"hypothetical protein"
	at_At1g05600	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At1g09900	mips_04_05_99	"hypothetical protein"
	at_At1g11710	mips_04_05_99	"putative salt-inducible protein"
	at_At1g28020	mips_04_05_99	"hypothetical protein"
	at_At1g30290	mips_04_05_99	"hypothetical protein"
	at_At1g62930	mips_04_05_99	"unknown protein"
	at_At1g63130	mips_04_05_99	"unknown protein"
	at_At1g63400	mips_04_05_99	"PPR-repeat protein"
	at_At1g77360	mips_04_05_99	""
	at_At1g79490	mips_04_05_99	"hypothetical protein"
	at_At2g02150	mips_04_05_99	"hypothetical protein"
	at_At2g32630	mips_04_05_99	"putative salt-inducible protein"
	at_At2g41720	mips_04_05_99	"putative salt-inducible protein"
	at_At3g09060	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At3g09650	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At3g16010	mips_04_05_99	"hypothetical protein"
	at_At3g16890	mips_04_05_99	"hypothetical protein"
	at_At3g48810	mips_04_05_99	"putative protein"
	at_At5g01110	mips_04	"putative protein"
			mips_04_05_99
			mips_99
	at_At5g04810	mips_04_05_99	"membrane-associated salt-inducible protein-like"
	at_At5g12100	mips_04_05_99	"putative protein"
	at_At5g13760 -	mips_67_07	"unknown protein"
			mips_67_07_99
			mips_67_12
	at_At5g13770	mips_04_05_99	"putative protein"
	at_At5g25630	mips_04_05_99	"putative protein"
	at_At5g28460	mips_04_05_99	"putative protein"
	at_At5g39710	mips_04_05_99	"putative protein"
	at_At5g50280	mips_04_05_99	"putative protein"
	at_At5g61990	mips_04_05_99	"unknown protein"
	at_At5g64320	mips_04_05_99	"putative protein"
	Propertest Accuracy: 29/30 (96.67%)
	Propertest Frequency class 'mips_04_05_99': 73/3789 (1.93%)

	New (unknown) data (2463 items):
	at_At1g02420 -	no entry	null
	at_At1g04840 -	no entry	null
	at_At1g06710 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g07740 -	no entry	null
	at_At1g09410 -	no entry	null
	at_At1g11290 -	no entry	null
	at_At1g20300 -	no entry	null
	at_At1g26900 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g51970 -	no entry	null
	at_At1g52620 -	no entry	null
	at_At1g53330 -	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_At1g68610 -	no entry	null
	at_At1g69350 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74630 -	no entry	null
	at_At1g77170 -	no entry	null
	at_At2g01510 -	no entry	null
	at_At2g13600 -	no entry	null
	at_At2g17140 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At2g21090 -	no entry	null
	at_At2g22070 -	no entry	null
	at_At2g27610 -	no entry	null
	at_At2g29760 -	no entry	null
	at_At2g35030 -	no entry	null
	at_At2g36730 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g42920 -	no entry	null
	at_At2g44880 -	no entry	null
	at_At3g07030 -	no entry	null
	at_At3g09040 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g16610 -	no entry	null
	at_At3g16710 -	no entry	null
	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_At3g47840 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g50420 -	mips_02_30	"putative protein"
			mips_08_99
	at_At3g57430 -	no entry	null
	at_At3g61170 -	no entry	null
	at_At4g01030 -	no entry	null
	at_At4g13650 -	no entry	null
	at_At4g14820 -	no entry	null
	at_At4g16840 -	no entry	null
	at_At4g18520 -	mips_06	"putative protein"
			mips_06_01
			mips_99
	at_At4g31850 -	no entry	null
	at_At4g33170 -	no entry	null
	at_At4g35130 -	no entry	null
	at_At5g07050 -	no entry	null
	at_At5g08510 -	no entry	null
	at_At5g13270 -	no entry	null
	at_At5g15010 -	no entry	null
	at_At5g16860 -	no entry	null
	at_At5g18950 -	no entry	null
	at_At5g28370 -	no entry	null
	at_At5g39350 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At5g46100 -	no entry	null
	at_At5g47360 -	no entry	null
	at_At5g47460 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g50990 -	no entry	null
	at_At5g52850 -	no entry	null
	at_At5g55740 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g56310 -	no entry	null
	at_At1g06140 -	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At1g09820 -	no entry	null
	at_At1g13410 -	no entry	null
	at_At1g26460 -	no entry	null
	at_At1g53600 -	no entry	null
	at_At1g62720 -	no entry	null
	at_At1g71490 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g73710 -	no entry	null
	at_At1g76280 -	mips_02_30	"hypothetical protein"
	at_At2g15990 -	no entry	null
	at_At2g33760 -	no entry	null
	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_At2g40900 -	no entry	null
	at_At2g45350 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At3g14730 -	no entry	null
	at_At3g15930 -	no entry	null
	at_At3g20730 -	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g22670 -	no entry	null
	at_At3g23330 -	no entry	null
	at_At3g29290 -	mips_06_01	"hypothetical protein"
	at_At3g49710 -	no entry	null
	at_At3g53360 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g08210 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g22760 -	no entry	null
	at_At4g32450 -	no entry	null
	at_At5g06540 -	no entry	null
	at_At5g15280 -	no entry	null
	at_At5g16640 -	no entry	null
	at_At5g27270 -	mips_05_07	"putative protein"
	at_At5g38730 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g46460 -	no entry	null
	at_At5g62370 -	no entry	null
	at_At1g03540 -	no entry	null
	at_At1g05750 -	no entry	null
	at_At1g06580 -	no entry	null
	at_At1g09220 -	no entry	null
	at_At1g09680 -	no entry	null
	at_At1g15510 -	no entry	null
	at_At1g19290 -	no entry	null
	at_At1g25360 -	no entry	null
	at_At1g32410 -	no entry	null
	at_At1g33350 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g33820 -	no entry	null
	at_At1g34160 -	no entry	null
	at_At1g43980 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g56690 -	no entry	null
	at_At1g62910 -	no entry	null
	at_At1g64100 -	no entry	null
	at_At1g64580 -	no entry	null
	at_At1g77340 -	mips_06_01	""
	at_At1g80880 -	mips_06_01	"hypothetical protein"
	at_At2g03880 -	no entry	null
	at_At2g04860 -	mips_02_30	"hypothetical protein"
	at_At2g36240 -	no entry	null
	at_At2g39230 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g22690 -	no entry	null
	at_At3g61520 -	no entry	null
	at_At3g62090 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At4g18750 -	no entry	null
	at_At4g18840 -	mips_06_01	"putative protein"
	at_At4g20770 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g26800 -	no entry	null
	at_At4g30820 -	no entry	null
	at_At5g08490 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g09950 -	no entry	null
	at_At5g14770 -	no entry	null
	at_At5g16420 -	no entry	null
	at_At5g37570 -	mips_06_01	"putative protein"
	at_At5g44230 -	no entry	null
	at_At5g50300 -	no entry	null
	at_At5g55840 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g59600 -	mips_02_30	"putative protein"
			mips_08_99


------------------
Rule 5658
	am7_ratio > 0.893
	ef8_ratio > 0.099
	ns9_ratio > 0.461
	->  class mips_04_05_99 "other mRNA-transcription activities"

	Evaluation on training data (4955 items):
	at_At1g02060	mips_04_05_99	"unknown protein"
	at_At1g08610	mips_04_05_99	"hypothetical protein"
	at_At1g10910	mips_04_05_99	"membrane-associated salt-inducible protein isolog"
	at_At1g12300	mips_04_05_99	"hypothetical protein"
	at_At1g12620	mips_04_05_99	"putative protein"
	at_At1g19280	mips_04_05_99	"hypothetical protein, 3' partial"
	at_At1g22960	mips_04_05_99	"putative salt-inducible 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_At1g63150	mips_04_05_99	"unknown protein"
	at_At1g71060	mips_04_05_99	"hypothetical protein"
	at_At1g74750	mips_04_05_99	""
	at_At1g79540	mips_04_05_99	"hypothetical protein"
	at_At2g01390	mips_04_05_99	"hypothetical protein"
	at_At3g22470	mips_04_05_99	"hypothetical protein"
	at_At3g53700	mips_04_05_99	"putative protein"
	at_At4g38150	mips_04_05_99	"putative protein"
	at_At5g02860	mips_04_05_99	"putative protein"
	at_At5g65560	mips_04_05_99	"putative protein"
	Training Accuracy: 20/20 (100.00%)
	Training Frequency class 'mips_04_05_99': 88/4955 (1.78%)

	Evaluation on validation data (2463 items):
	at_At1g12700	mips_04_05_99	"hypothetical protein"
	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_At2g06000	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At2g31400	mips_04_05_99	"unknown protein"
	at_At3g23020	mips_04_05_99	"hypothetical protein"
	at_At3g45000 -	mips_06_04	"putative protein"
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_20
			mips_30_22
			mips_40_04
			mips_40_09
			mips_40_22
			mips_63_06
			mips_67_11
	at_At4g00520 -	mips_02	"putative acetyl CoA thioesterase"
			mips_01_06
			mips_01_06_07
			mips_02_25
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_19
	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_At5g06690 -	mips_01_03_04	"thioredoxin-like 5"
			mips_06_07_99
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	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_At5g24830	mips_04_05_99	"putative protein"
	at_At5g61400	mips_04_05_99	"putative protein"
	Validation Accuracy: 6/12 (50.00%)
	Validation Frequency class 'mips_04_05_99': 44/2463 (1.79%)

	Evaluation on propertest data (3789 items):
	at_At1g09900	mips_04_05_99	"hypothetical protein"
	at_At1g62930	mips_04_05_99	"unknown protein"
	at_At1g63130	mips_04_05_99	"unknown protein"
	at_At1g63400	mips_04_05_99	"PPR-repeat protein"
	at_At1g77360	mips_04_05_99	""
	at_At1g80320 -	mips_01_20_17	"oxidoreductase like protein"
			mips_01_20_17_07
			mips_10
	at_At2g27800	mips_04_05_99	"hypothetical protein"
	at_At2g32630	mips_04_05_99	"putative salt-inducible protein"
	at_At2g41720	mips_04_05_99	"putative salt-inducible protein"
	at_At3g11380	mips_04_05_99	"hypothetical protein"
	at_At3g16480 -	mips_02_11_05	"putative mitochondrial processing peptidase alpha subunit"
			mips_02_13
			mips_06_07_11
	at_At3g16890	mips_04_05_99	"hypothetical protein"
	at_At3g48810	mips_04_05_99	"putative protein"
	at_At4g30000 -	mips_01_01_01_11	"dihydropteroate synthase-like protein"
			mips_01_01_01_11_13
			mips_01_07_01
	at_At5g25630	mips_04_05_99	"putative protein"
	at_At5g39980	mips_04_05_99	"putative protein"
	at_At5g50280	mips_04_05_99	"putative protein"
	at_At5g61990	mips_04_05_99	"unknown protein"
	at_At5g64320	mips_04_05_99	"putative protein"
	Propertest Accuracy: 16/19 (84.21%)
	Propertest Frequency class 'mips_04_05_99': 73/3789 (1.93%)

	New (unknown) data (2463 items):
	at_At1g26900 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g52620 -	no entry	null
	at_At1g53330 -	no entry	null
	at_At1g62260 -	no entry	null
	at_At1g63070 -	no entry	null
	at_At1g63330 -	no entry	null
	at_At1g64800 -	no entry	null
	at_At1g67080 -	no entry	null
	at_At1g69350 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74630 -	no entry	null
	at_At1g75240 -	no entry	null
	at_At2g06700 -	no entry	null
	at_At2g17140 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At2g21090 -	no entry	null
	at_At2g22370 -	no entry	null
	at_At2g29760 -	no entry	null
	at_At2g35030 -	no entry	null
	at_At2g44880 -	no entry	null
	at_At3g09040 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g14430 -	no entry	null
	at_At3g27770 -	no entry	null
	at_At3g50420 -	mips_02_30	"putative protein"
			mips_08_99
	at_At3g59060 -	no entry	null
	at_At3g61170 -	no entry	null
	at_At4g03600 -	no entry	null
	at_At4g13650 -	no entry	null
	at_At4g14820 -	no entry	null
	at_At4g16840 -	no entry	null
	at_At4g26680 -	no entry	null
	at_At4g31850 -	no entry	null
	at_At4g34800 -	no entry	null
	at_At4g35130 -	no entry	null
	at_At5g04600 -	no entry	null
	at_At5g07050 -	no entry	null
	at_At5g13270 -	no entry	null
	at_At5g47460 -	no entry	null
	at_At5g56310 -	no entry	null
	at_At1g03510 -	no entry	null
	at_At1g53600 -	no entry	null
	at_At1g71490 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g79770 -	no entry	null
	at_At2g19700 -	no entry	null
	at_At2g33760 -	no entry	null
	at_At2g40720 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At3g20730 -	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g53360 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g54740 -	mips_63_06	"putative protein"
	at_At4g08210 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g22760 -	no entry	null
	at_At4g32450 -	no entry	null
	at_At5g16640 -	no entry	null
	at_At5g27270 -	mips_05_07	"putative protein"
	at_At1g03540 -	no entry	null
	at_At1g05750 -	no entry	null
	at_At1g21970 -	no entry	null
	at_At1g32410 -	no entry	null
	at_At1g33350 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g56690 -	no entry	null
	at_At1g62910 -	no entry	null
	at_At1g70880 -	mips_11_01	"hypothetical protein"
			mips_25_03
	at_At1g77340 -	mips_06_01	""
	at_At2g03880 -	no entry	null
	at_At2g04860 -	mips_02_30	"hypothetical protein"
	at_At2g36240 -	no entry	null
	at_At2g39230 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g22690 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At4g18750 -	no entry	null
	at_At4g18840 -	mips_06_01	"putative protein"
	at_At4g20770 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g30820 -	no entry	null
	at_At4g35450 -	mips_06	"ankyrin repeat-containing protein 2"
			mips_06_04
			mips_30
			mips_30_04
			mips_40
			mips_40_07
			mips_40_08
			mips_98
	at_At5g03440 -	no entry	null
	at_At5g04640 -	mips_25_03	"MADS-box protein - like"
	at_At5g08490 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g09950 -	no entry	null
	at_At5g16420 -	no entry	null
	at_At5g37570 -	mips_06_01	"putative protein"
	at_At5g50300 -	no entry	null
	at_At5g55840 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g61490 -	no entry	null


------------------
Rule 2257
	theo_pI <= 9.69
	gravy <= -0.288
	wi1_ratio <= 0.19
	kt2_ratio > 0.072
	rp4_ratio <= 0.481
	gy5_ratio <= 0.155
	le6_ratio > 1.573
	ic7_ratio <= 0.083
	mc7_ratio <= 0.137
	mw7_ratio <= 0.214
	py7_ratio <= 0.303
	ql8_ratio > 0.286
	wg8_ratio <= 0.226
	vw9_ratio <= 0.098
	fy10_ratio <= 0.292
	->  class mips_35_03_12 "muscle"

	Evaluation on training data (4955 items):
	at_At1g13220	mips_13_05	"putative nuclear matrix constituent protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_06
			mips_63_07
	at_At1g19980 -	mips_25_05_09	"hypothetical protein"
			mips_63_07
	at_At1g24560	mips_13_05	"putative myosin heavy chain"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_63_06
	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_At1g63300	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	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_At1g65360	mips_04_05	""
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_25_05
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10_99
			mips_63_03
	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_At1g68790	mips_13_05	"putative nuclear matrix constituent protein 1 (NMCP1)"
			mips_25_05_15
			mips_35_03_12
			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_At2g46180	mips_13_05	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At3g12190	mips_13_07	"hypothetical protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At3g12550	mips_13_07	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_40_27
			mips_63_07
	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_At4g02710	mips_13_05	"predicted protein of unknown function"
			mips_25_05_15
			mips_35_03_12
	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_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_At5g41140	mips_06_07	"putative protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_63_06
	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
	Training Accuracy: 18/19 (94.74%)
	Training Frequency class 'mips_35_03_12': 63/4955 (1.27%)

	Evaluation on validation data (2463 items):
	at_At1g12150 -	mips_13_05	"hypothetical protein"
			mips_13_07
			mips_25_05_09
			mips_40_27
			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_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_At3g32400 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_40_04
			mips_40_04_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_01
			mips_63_03
			mips_63_19
	at_At3g53350 -	mips_45_03_12	"unknown protein"
	at_At4g29160 -	mips_01_05_04	"unknown protein"
			mips_08_13
			mips_14_04_03
			mips_14_04_03_05
			mips_40_25
			mips_43
			mips_43_03
			mips_43_03_01
			mips_43_03_09
	at_At4g30830 -	mips_03_03	"putative protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_13
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_04
			mips_63_06
			mips_67_04
			mips_67_13
	at_At5g10140 -	mips_04	"MADS box protein FLOWERING LOCUS F (FLF)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40
			mips_40_10
	at_At5g11390 -	mips_40_03	"putative protein"
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	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_At5g26870	mips_25_05_15	"putative protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At5g27220	mips_06_07_03	"putative protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	Validation Accuracy: 3/13 (23.08%)
	Validation Frequency class 'mips_35_03_12': 28/2463 (1.14%)

	Evaluation on propertest data (3789 items):
	at_At1g27920	mips_03_03_03	"hypothetical protein"
			mips_13_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At1g71200	mips_20_25	"hypothetical protein"
			mips_20_25_16
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
	at_At1g79280 -	mips_13_05	"hypothetical protein"
			mips_40_10_05
			mips_63_06
	at_At2g07270 -	mips_03_01_09	"putative protein on FARE2.1 (CDS2)"
			mips_03_01_99
			mips_13_07
			mips_25_05_01
	at_At3g30270 -	mips_04	"MADS-box transcription factor"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40
			mips_40_10
	at_At5g19490 -	mips_40_10_99	"putative protein"
	at_At5g27090 -	mips_01_01_04	"putative protein"
			mips_01_02_04
	Propertest Accuracy: 2/7 (28.57%)
	Propertest Frequency class 'mips_35_03_12': 45/3789 (1.19%)

	New (unknown) data (2463 items):
	at_At1g08180 -	no entry	null
	at_At1g22060 -	mips_40_04	"hypothetical protein"
			mips_63_06
	at_At1g24460 -	mips_63_06	"unknown protein"
	at_At1g35400 -	no entry	null
	at_At1g52410 -	no entry	null
	at_At1g68910 -	mips_40_04	"unknown protein"
			mips_63_06
	at_At1g79830 -	no entry	null
	at_At2g30120 -	no entry	null
	at_At3g19060 -	mips_63_06	"hypothetical protein"
	at_At3g55060 -	no entry	null
	at_At3g57970 -	no entry	null
	at_At4g27500 -	no entry	null
	at_At4g32560 -	no entry	null
	at_At4g33130 -	no entry	null
	at_At5g45790 -	no entry	null
	at_At5g57860 -	no entry	null
	at_At1g19010 -	no entry	null
	at_At1g65530 -	no entry	null
	at_At2g19830 -	mips_01_04	"copia-like retroelement pol polyprotein"
			mips_30_04
	at_At2g21980 -	no entry	null
	at_At3g15950 -	mips_63_06	"unknown protein"
	at_At3g16000 -	mips_63_06	"myosin heavy chain like protein"
	at_At3g58330 -	no entry	null
	at_At5g03660 -	no entry	null
	at_At5g41790 -	mips_63_06	"myosin heavy chain-like protein"
	at_At1g32160 -	no entry	null
	at_At1g65010 -	mips_40_04	"hypothetical protein"
			mips_63_06
	at_At1g72580 -	no entry	null
	at_At2g33810 -	no entry	null
	at_At2g37080 -	mips_14_01	"putative myosin heavy chain"
	at_At3g61570 -	no entry	null
	at_At4g09060 -	no entry	null
	at_At4g17220 -	no entry	null
	at_At5g16790 -	no entry	null
	at_At5g41780 -	no entry	null
	at_At5g50840 -	mips_01_04	"unknown protein"
			mips_30_04
			mips_63_07


------------------
Rule 4833
	nitrogen > 1061
	sulphur > 38
	gravy > -0.288
	a_ratio > 4.78
	d_ratio <= 7.1
	sw1_ratio <= 0.218
	kv2_ratio <= 0.655
	cc3_ratio <= 0.106
	wm3_ratio <= 0.1
	tw5_ratio <= 0.138
	cs6_ratio <= 0.257
	cw6_ratio <= 0
	am7_ratio <= 0.893
	cw8_ratio <= 0.106
	cy9_ratio <= 0.102
	->  class mips_67_50_25 "ABC transporters"

	Evaluation on training data (4955 items):
	at_At1g02530	mips_67_28	"hypothetical protein"
			mips_67_50
			mips_67_50_25
	at_At1g07670	mips_01	"endoplasmic reticulum-type calcium-transporting ATPase 4 (ECA4)"
			mips_13
			mips_13_05
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40_02
			mips_40_07
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g07810	mips_13_05	"ER-type Ca2+-pump protein"
			mips_13_07
			mips_25_05_09
			mips_40_07
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g10130	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At1g10680	mips_67_28	"putative P-glycoprotein-2 emb|CAA71277"
			mips_67_50
			mips_67_50_25
	at_At1g13210	mips_01_05_07	"puative calcium-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_At1g15520	mips_01_06_13	"hypothetical 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_At1g17500	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
			mips_67_50_22
			mips_67_50_25
	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_At1g28010	mips_67_50	"hypothetical protein"
			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_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_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_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_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_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_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_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_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_At3g28860	mips_14_04	"P-glycoprotein, putative"
			mips_63_19
			mips_67
			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_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_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_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_At4g30110	mips_40_08	"cadmium-transporting ATPase-like protein"
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_At5g05570 -	mips_08_16	"putative protein"
			mips_14_04
			mips_14_04_03_01
			mips_63_19
	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_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
	Training Accuracy: 30/31 (96.77%)
	Training Frequency class 'mips_67_50_25': 124/4955 (2.50%)

	Evaluation on validation data (2463 items):
	at_At1g02520	mips_67_28	"P-glycoprotein, putative"
			mips_67_50_25
	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_At1g56540 -	mips_11	"disease resistance protein, putative"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	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_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_At2g35110 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_03
			mips_45_03_03_01
			mips_45_03_03_99
	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_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_At3g14570 -	mips_01_05_99	"hypothetical protein"
			mips_14_04_03_05
	at_At3g28380	mips_67_50	"P-glycoprotein, putative"
			mips_67_50_25
	at_At3g48190 -	mips_03_01_05_03	"ataxia-telangiectasia mutated protein AtATM"
			mips_03_03_02
			mips_30_10_03
	at_At4g33010 -	mips_01_01_01_11	"P-Protein - like protein"
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At4g38610 -	mips_08_01	"putative protein"
			mips_25_05_25
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	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_At5g22780 -	mips_08_07	"alpha-adaptin C homolog"
			mips_08_07_22
			mips_08_07_22_01
			mips_10
			mips_13_03
			mips_13_03_01
			mips_30_09
			mips_40_09
			mips_63_07
	Validation Accuracy: 4/16 (25.00%)
	Validation Frequency class 'mips_67_50_25': 40/2463 (1.62%)

	Evaluation on propertest data (3789 items):
	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_At1g02080 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At1g63880 -	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g64170 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At2g07680	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_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_At2g34350 -	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_07
	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_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_At3g28360	mips_67_50_25	"P-glycoprotein like protein"
	at_At3g54280 -	mips_04_05_01_01	"TATA box binding protein (TBP) associated factor (TAF) -like protein"
	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_At4g01830	mips_67_28	"putative P-glycoprotein-like protein"
			mips_67_50_25
	at_At4g02660 -	mips_20_25_16	"putative protein"
			mips_30_25
			mips_40_22
	at_At4g16250 -	mips_02_13	"phytochrome D"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_06_07_03
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_40_01
			mips_40_30
	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_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_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_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
	Propertest Accuracy: 9/19 (47.37%)
	Propertest Frequency class 'mips_67_50_25': 71/3789 (1.87%)

	New (unknown) data (2463 items):
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At1g48090 -	no entry	null
	at_At2g41830 -	no entry	null
	at_At3g19870 -	no entry	null
	at_At3g20720 -	no entry	null
	at_At3g33530 -	no entry	null
	at_At4g20060 -	no entry	null
	at_At4g39450 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At5g51200 -	no entry	null
	at_At1g61430 -	no entry	null
	at_At5g27030 -	no entry	null
	at_At1g03450 -	no entry	null
	at_At1g22770 -	no entry	null
	at_At1g64790 -	mips_05_07	"hypothetical protein"
			mips_06_04
	at_At1g75820 -	no entry	null
	at_At1g77460 -	no entry	null
	at_At2g31870 -	no entry	null
	at_At5g11040 -	mips_08_07	"putative protein"
			mips_40_08
	at_At5g58980 -	no entry	null


------------------
Rule 4752
	nitrogen > 1061
	gravy > -0.288
	a_ratio <= 4.78
	ww3_ratio <= 0.11
	cw5_ratio <= 0.203
	qc5_ratio <= 0.324
	am7_ratio <= 0.893
	gm7_ratio <= 0.424
	->  class mips_11_05_01 "resistance proteins"

	Evaluation on training data (4955 items):
	at_At1g10920	mips_11	"disease resistance protein RPM1 isolog"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g12220	mips_11_05_01	"NBS/LRR disease resistance protein, putative"
			mips_11_05_03
	at_At1g12280	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g12290	mips_11	"hypothetical protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	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_At1g17250	mips_08_13	"putative receptor protein kinase"
			mips_11_05_01
	at_At1g17750	mips_08_13	"hypothetical protein"
			mips_11_05_01
	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_At1g55610	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_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_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g02220	mips_06_04	"putative receptor-like protein kinase"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g15080	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g16870	mips_11_05_01	"putative disease resistance protein"
	at_At2g17050	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g17060	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At2g32660	mips_10_01	"putative disease resistance protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
			mips_14
			mips_14_01
			mips_14_01_03
	at_At3g11010	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At3g11964 -	mips_04_01	"rRNA biogenesis protein, putative, 3' partial"
			mips_04_01_04
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g47090	mips_11_05_01	"receptor kinase-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_At4g12010	mips_11_05_01	"putative disease resistance protein (TMV N-like)"
			mips_11_05_03
	at_At4g13900	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At4g16900	mips_11_05_01	"disease resistance RPP5 like protein"
			mips_11_05_03
	at_At4g16920	mips_11_01	"disease resistance RPP5 like protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g16950	mips_11_05_01	"disease resistance RPP5 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_At4g26090	mips_11	"disease resistance protein RPS2"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At5g11250	mips_11	"RPP1 disease resistance protein - like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g17970	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	at_At5g38340	mips_11_05	"disease resistance - like protein"
			mips_11_05_01
			mips_11_05_03
	at_At5g40060	mips_11_05_01	"disease resistance -like protein"
			mips_11_05_03
	at_At5g41750	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
			mips_11_05_03
	at_At5g43730	mips_11_05	"disease resistance protein"
			mips_11_05_01
	at_At5g43740	mips_11_05_01	"disease resistance protein"
			mips_11_05_03
	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_At5g46260	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
	at_At5g47250	mips_11	"NBS/LRR disease resistance protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g49290	mips_08_13	"disease resistance protein-like"
			mips_11_05_01
	at_At5g66900	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	Training Accuracy: 42/44 (95.45%)
	Training Frequency class 'mips_11_05_01': 133/4955 (2.68%)

	Evaluation on validation data (2463 items):
	at_At1g19390	mips_06_04	"wall-associated kinase 2, putative"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g61310	mips_11_05_01	"similar to disease resistance protein"
			mips_11_05_03
	at_At1g63020 -	mips_04_05_01_01	"RNA polymerase IIA largest subunit, putative"
	at_At1g65850	mips_11_05_01	""
	at_At1g72860	mips_11_01	"hypothetical protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g74170	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	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_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_At3g46730	mips_11_05_01	"disease resistance protein RPP8-like protein"
	at_At4g09360	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g13920	mips_08_13	"disease resistance Cf-2 like protein"
			mips_11_05_01
	at_At4g14950 -	mips_10_05_02	"hypothetical protein"
			mips_30_27
			mips_63_13
			mips_63_13_99
			mips_63_99
	at_At4g19520	mips_11_05_01	"resistance protein RPP5 - like"
	at_At4g20080 -	mips_01_01_01	"Phosphoribosylanthranilate transferase"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_20_35
			mips_01_20_35_01
	at_At4g39270	mips_11_05_01	"receptor protein kinase - like protein"
	at_At5g18370	mips_11	"disease resistance protein -like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g35370 -	mips_10_05	"receptor-like protein kinase - like protein"
			mips_11_07
			mips_11_07_03
			mips_67_15
	at_At5g35930 -	mips_01_20_37	"unknown protein"
			mips_01_20_37_03
			mips_11_05_03
	at_At5g41740	mips_11_05_01	"disease resistance protein-like"
	at_At5g46270	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g65700 -	mips_10	"receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	Validation Accuracy: 18/25 (72.00%)
	Validation Frequency class 'mips_11_05_01': 55/2463 (2.23%)

	Evaluation on propertest data (3789 items):
	at_At1g13630 -	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g16380 -	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	at_At1g20790 -	mips_20_25_16	"hypothetical protein"
	at_At1g31540	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At1g51800 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g67520 -	mips_11_07_03	"putative receptor protein kinase"
	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_At1g72840	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	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_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_At2g14080	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g21850 -	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_98
	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_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_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_At3g16030 -	mips_01_04	"putative receptor kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_63_19
	at_At3g21340 -	mips_10_01	"serine/threonine-specific protein kinase, putative"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At4g00340 -	mips_10_01	"receptor-like protein kinase"
			mips_10_01_01
			mips_10_05
	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_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_At4g27190	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At4g36150	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At4g39400	mips_08_13	"brassinosteroid insensitive 1 gene (BRI1)"
			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_At5g18360	mips_11_05_01	"disease resistance protein -like"
			mips_11_05_03
	at_At5g25910	mips_06_04	"disease resistance protein - like"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At5g25930	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g38350	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
	at_At5g40170	mips_06_04	"disease resistance - like protein"
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g41540	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	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_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_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_At5g51630	mips_11_05	"putative protein"
			mips_11_05_01
			mips_11_05_03
	at_At5g63930	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	Propertest Accuracy: 30/43 (69.77%)
	Propertest Frequency class 'mips_11_05_01': 97/3789 (2.56%)

	New (unknown) data (2463 items):
	at_At1g05700 -	mips_10_05	"putative light repressible receptor protein kinase"
			mips_40_02
	at_At1g06840 -	no entry	null
	at_At1g09970 -	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g16150 -	no entry	null
	at_At1g17230 -	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17910 -	mips_10_05	"hypothetical protein"
	at_At1g21240 -	no entry	null
	at_At1g21270 -	mips_10	"putative protein"
	at_At1g27170 -	no entry	null
	at_At1g27180 -	no entry	null
	at_At1g28440 -	mips_08_13	"hypothetical protein"
	at_At1g30920 -	no entry	null
	at_At1g50260 -	mips_40_09	"hypothetical protein"
	at_At1g51480 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51890 -	no entry	null
	at_At1g52780 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g53440 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g61180 -	no entry	null
	at_At1g63360 -	no entry	null
	at_At1g63870 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g69550 -	no entry	null
	at_At1g69730 -	no entry	null
	at_At2g19190 -	no entry	null
	at_At2g23300 -	no entry	null
	at_At2g24130 -	mips_08_13	"putative receptor-like protein kinase"
	at_At2g24160 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g41890 -	mips_10_05	"putative receptor-like protein kinase"
	at_At3g23110 -	mips_08_13	"disease resistance protein, putative"
	at_At3g25010 -	mips_08_13	"disease resistance protein, putative"
	at_At3g44630 -	no entry	null
	at_At3g46290 -	no entry	null
	at_At3g47570 -	no entry	null
	at_At3g50010 -	no entry	null
	at_At3g51570 -	no entry	null
	at_At4g00320 -	no entry	null
	at_At4g02540 -	no entry	null
	at_At4g10780 -	no entry	null
	at_At4g14610 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g21700 -	no entry	null
	at_At4g27220 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g29990 -	no entry	null
	at_At4g34280 -	no entry	null
	at_At4g36140 -	no entry	null
	at_At4g37250 -	no entry	null
	at_At5g03365 -	no entry	null
	at_At5g05400 -	no entry	null
	at_At5g07280 -	mips_08_13	"receptor-like protein kinase-like protein"
	at_At5g17680 -	no entry	null
	at_At5g24360 -	mips_13_05	"unknown protein"
	at_At5g27060 -	mips_08_13	"resistance protein - like"
	at_At5g38850 -	no entry	null
	at_At5g38990 -	no entry	null
	at_At5g41550 -	no entry	null
	at_At5g44870 -	no entry	null
	at_At5g46520 -	no entry	null
	at_At5g48940 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g49140 -	no entry	null
	at_At5g49150 -	no entry	null
	at_At5g56040 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g62230 -	no entry	null
	at_At1g17600 -	no entry	null
	at_At1g59780 -	no entry	null
	at_At1g61190 -	no entry	null
	at_At1g63740 -	no entry	null
	at_At1g66930 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At1g79670 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g14510 -	no entry	null
	at_At2g19230 -	no entry	null
	at_At2g25470 -	mips_08_13	"putative disease resistance protein"
	at_At2g34930 -	mips_08_13	"putative disease resistance protein"
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g23120 -	mips_08_13	"disease resistance protein, putative"
	at_At3g30320 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At3g50430 -	no entry	null
	at_At4g08450 -	no entry	null
	at_At4g09680 -	no entry	null
	at_At4g13750 -	no entry	null
	at_At4g21390 -	no entry	null
	at_At4g26380 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g18350 -	no entry	null
	at_At5g22690 -	no entry	null
	at_At5g28190 -	no entry	null
	at_At5g36930 -	no entry	null
	at_At5g40910 -	no entry	null
	at_At5g40920 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g49760 -	no entry	null
	at_At5g51350 -	no entry	null
	at_At5g65710 -	mips_08_13	"receptor protein kinase-like protein"
	at_At1g15890 -	no entry	null
	at_At1g16260 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At1g35710 -	mips_08_13	"protein kinase, putative"
	at_At1g49100 -	no entry	null
	at_At1g51820 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51850 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51910 -	no entry	null
	at_At1g53350 -	no entry	null
	at_At1g53430 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g61300 -	no entry	null
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At1g63730 -	no entry	null
	at_At1g64070 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g74180 -	mips_08_13	"disease resistance protein, putative"
	at_At1g79680 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g15040 -	mips_08_13	"putative disease resistance protein"
	at_At2g17030 -	no entry	null
	at_At3g14460 -	no entry	null
	at_At3g25020 -	mips_08_13	"disease resistance protein, putative"
	at_At3g25510 -	no entry	null
	at_At3g26240 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g44670 -	no entry	null
	at_At3g46530 -	no entry	null
	at_At3g46710 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At4g09430 -	no entry	null
	at_At4g16860 -	no entry	null
	at_At4g19050 -	no entry	null
	at_At4g19510 -	no entry	null
	at_At4g20270 -	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g32670 -	mips_04_99	"putative protein"
	at_At5g06810 -	no entry	null
	at_At5g07180 -	no entry	null
	at_At5g35450 -	no entry	null
	at_At5g37450 -	no entry	null
	at_At5g39000 -	no entry	null
	at_At5g39020 -	mips_10_05	"receptor protein kinase - like protein"
			mips_40_02
	at_At5g39030 -	no entry	null
	at_At5g44510 -	no entry	null
	at_At5g46450 -	no entry	null
	at_At5g46490 -	no entry	null
	at_At5g61480 -	no entry	null
	at_At5g66910 -	no entry	null


------------------
Rule 4754
	nitrogen > 1061
	gravy > -0.288
	a_ratio <= 4.78
	ya1_ratio > 0.092
	kk3_ratio > 0.216
	ww3_ratio <= 0.11
	cw5_ratio <= 0.203
	qc5_ratio <= 0.324
	am7_ratio <= 0.893
	gn8_ratio <= 0.712
	->  class mips_11_05_03 "defense related proteins"

	Evaluation on training data (4955 items):
	at_At1g10920	mips_11	"disease resistance protein RPM1 isolog"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g12220	mips_11_05_01	"NBS/LRR disease resistance protein, putative"
			mips_11_05_03
	at_At1g12280	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g12290	mips_11	"hypothetical protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			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_At2g17050	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g17060	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At3g11964 -	mips_04_01	"rRNA biogenesis protein, putative, 3' partial"
			mips_04_01_04
	at_At4g12010	mips_11_05_01	"putative disease resistance protein (TMV N-like)"
			mips_11_05_03
	at_At4g16900	mips_11_05_01	"disease resistance RPP5 like protein"
			mips_11_05_03
	at_At4g16920	mips_11_01	"disease resistance RPP5 like protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g19500	mips_11_05	"resistence protein - like"
			mips_11_05_01
			mips_11_05_03
	at_At4g26090	mips_11	"disease resistance protein RPS2"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At5g11250	mips_11	"RPP1 disease resistance protein - like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g17970	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	at_At5g38340	mips_11_05	"disease resistance - like protein"
			mips_11_05_01
			mips_11_05_03
	at_At5g40060	mips_11_05_01	"disease resistance -like protein"
			mips_11_05_03
	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_At5g46260 -	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
	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
	Training Accuracy: 20/22 (90.91%)
	Training Frequency class 'mips_11_05_03': 130/4955 (2.62%)

	Evaluation on validation data (2463 items):
	at_At1g19390 -	mips_06_04	"wall-associated kinase 2, putative"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g61310	mips_11_05_01	"similar to disease resistance protein"
			mips_11_05_03
	at_At1g63020 -	mips_04_05_01_01	"RNA polymerase IIA largest subunit, putative"
	at_At1g72860	mips_11_01	"hypothetical protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	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_At3g46730 -	mips_11_05_01	"disease resistance protein RPP8-like protein"
	at_At4g09360	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g14950 -	mips_10_05_02	"hypothetical protein"
			mips_30_27
			mips_63_13
			mips_63_13_99
			mips_63_99
	at_At4g19520 -	mips_11_05_01	"resistance protein RPP5 - like"
	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"
	Validation Accuracy: 6/12 (50.00%)
	Validation Frequency class 'mips_11_05_03': 56/2463 (2.27%)

	Evaluation on propertest data (3789 items):
	at_At1g13630 -	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g20790 -	mips_20_25_16	"hypothetical protein"
	at_At1g31540	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At1g67520 -	mips_11_07_03	"putative receptor protein kinase"
	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_At2g14080	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g21850 -	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_98
	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_At2g32680 -	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At4g00340 -	mips_10_01	"receptor-like protein kinase"
			mips_10_01_01
			mips_10_05
	at_At4g16960	mips_11_05	"disease resistance RPP5 like protein"
			mips_11_05_01
			mips_11_05_03
	at_At4g36150	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At5g18360	mips_11_05_01	"disease resistance protein -like"
			mips_11_05_03
	at_At5g25930 -	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g38350 -	mips_11_05	"disease resistance protein-like"
			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_At5g51630	mips_11_05	"putative protein"
			mips_11_05_01
			mips_11_05_03
	Propertest Accuracy: 6/18 (33.33%)
	Propertest Frequency class 'mips_11_05_03': 90/3789 (2.38%)

	New (unknown) data (2463 items):
	at_At1g09970 -	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g16150 -	no entry	null
	at_At1g17910 -	mips_10_05	"hypothetical protein"
	at_At1g21240 -	no entry	null
	at_At1g21270 -	mips_10	"putative protein"
	at_At1g27180 -	no entry	null
	at_At1g28440 -	mips_08_13	"hypothetical protein"
	at_At1g30920 -	no entry	null
	at_At1g50260 -	mips_40_09	"hypothetical protein"
	at_At1g51480 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g53440 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g61180 -	no entry	null
	at_At1g63360 -	no entry	null
	at_At1g63870 -	no entry	null
	at_At1g69730 -	no entry	null
	at_At2g24130 -	mips_08_13	"putative receptor-like protein kinase"
	at_At2g28990 -	no entry	null
	at_At3g44630 -	no entry	null
	at_At3g50010 -	no entry	null
	at_At3g51570 -	no entry	null
	at_At4g02540 -	no entry	null
	at_At4g10780 -	no entry	null
	at_At4g14610 -	no entry	null
	at_At4g21700 -	no entry	null
	at_At4g34280 -	no entry	null
	at_At4g36140 -	no entry	null
	at_At5g05400 -	no entry	null
	at_At5g17680 -	no entry	null
	at_At5g24360 -	mips_13_05	"unknown protein"
	at_At5g38850 -	no entry	null
	at_At5g44870 -	no entry	null
	at_At5g49140 -	no entry	null
	at_At5g49150 -	no entry	null
	at_At1g17600 -	no entry	null
	at_At1g66930 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At4g13750 -	no entry	null
	at_At4g26380 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g18350 -	no entry	null
	at_At5g22690 -	no entry	null
	at_At5g36930 -	no entry	null
	at_At5g40910 -	no entry	null
	at_At5g40920 -	no entry	null
	at_At1g16260 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At3g25510 -	no entry	null
	at_At3g26240 -	no entry	null
	at_At3g44670 -	no entry	null
	at_At3g46530 -	no entry	null
	at_At4g09430 -	no entry	null
	at_At4g16860 -	no entry	null
	at_At4g19510 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At5g39000 -	no entry	null
	at_At5g44510 -	no entry	null
	at_At5g46450 -	no entry	null
	at_At5g46490 -	no entry	null
	at_At5g61480 -	no entry	null
	at_At5g66910 -	no entry	null


------------------
Rule 4872
	nitrogen > 1061
	gravy > -0.288
	a_ratio > 4.78
	d_ratio <= 7.1
	sw1_ratio <= 0.218
	ff2_ratio > 0
	kv2_ratio <= 0.655
	cs6_ratio <= 0.257
	ai7_ratio <= 0.952
	am7_ratio <= 0.893
	cw8_ratio <= 0.106
	->  class mips_67_04_01 "cation transporters"

	Evaluation on training data (4955 items):
	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_At1g03060 -	mips_06_04	"putataive transport protein"
			mips_08_16
			mips_11
			mips_11_05
			mips_13
			mips_13_11
			mips_20_25
			mips_30
			mips_30_22
			mips_30_25
			mips_40_22
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g06970	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g07670 -	mips_01	"endoplasmic reticulum-type calcium-transporting ATPase 4 (ECA4)"
			mips_13
			mips_13_05
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40_02
			mips_40_07
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g07810 -	mips_13_05	"ER-type Ca2+-pump protein"
			mips_13_07
			mips_25_05_09
			mips_40_07
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g08140	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g08150	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g10130 -	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At1g11330 -	mips_11_07_03	"receptor-like protein kinase, putative"
	at_At1g13210	mips_01_05_07	"puative calcium-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_At1g14040 -	mips_01_04_04	"unknown protein"
			mips_10_05_02
			mips_10_05_02_24
			mips_14_01_03
	at_At1g14430 -	mips_01_06_01	"hypothetical protein"
	at_At1g15520	mips_01_06_13	"hypothetical 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_At1g16980 -	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g17500	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
			mips_67_50_22
			mips_67_50_25
	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_At1g26730 -	mips_10_05	"unknown protein"
			mips_10_05_02
			mips_10_05_02_24
			mips_13_11
			mips_13_11_03
			mips_13_11_03_07
			mips_14_01
			mips_14_01_03
			mips_20
			mips_14_04_03
			mips_14_04_03_03
			mips_40_02
	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_At1g27900 -	mips_04_05_05	"ATP-dependent RNA helicase (At1g27900)"
			mips_04_05_05_01
	at_At1g31120	mips_67_04_01	"putative potassium transporter"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g49340 -	mips_01_06_01	"hypothetical protein"
			mips_01_06_01_01
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_10_05_02
			mips_10_05_02_26
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_13_05_01
			mips_30_08
			mips_40_09
			mips_63_09
	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_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_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_At1g55620 -	mips_08_07_22	"CLC-f chloride channel protein"
			mips_13_01
			mips_13_01_03
			mips_13_01_03_05
			mips_20_05
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
	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_At1g67140 -	mips_20_25	"hypothetical protein"
			mips_20_25_16
	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_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_At1g79400	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At2g01440 -	mips_03_01_03	"putative ATP-dependent DNA helicase RECG"
			mips_03_01_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_20_25
			mips_20_25_16
			mips_40_37
			mips_63_03_01
			mips_63_19_03
	at_At2g01980	mips_13_01	"Na+/H+ antiporter like protein"
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	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_At2g13620	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	at_At2g17930 -	mips_14_01	"hypothetical protein"
			mips_14_01_03
			mips_25_05_09
			mips_25_05_25
			mips_63_17
			mips_63_17_01
	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_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_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_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
	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_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_At2g35800	mips_08_04	"putative mitochondrial carrier protein"
			mips_63_17_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g39480 -	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	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_At3g13682 -	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
	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_At3g14240 -	mips_06_13_04	"unknown protein"
	at_At3g14300 -	mips_01_05_99	"putative pectin methylesterase"
			mips_40_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_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_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_At3g23430 -	mips_10_05_02	"PHO1 protein (PHO1)"
			mips_10_05_02_24
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04_03_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_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_At3g42850 -	mips_01_05_04	"arabinose kinase - like protein"
			mips_01_20_01
	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_At3g53720	mips_67	"putative protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_99
	at_At3g55220 -	mips_03_01	"spliceosomal - like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_11_01
			mips_14_01
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
			mips_40_10_99
	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_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_At3g59770 -	mips_01_20_01	"hypothetical protein"
			mips_08_07_22
			mips_08_16
			mips_10_01_09
			mips_13_03
			mips_13_03_01
			mips_13_11_03
			mips_13_11_03_07
			mips_30_02
			mips_30_09
			mips_40_09
			mips_43
			mips_43_03
			mips_43_03_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g14160 -	mips_40_07	"transport protein"
			mips_40_09
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At4g15080 -	mips_04	"hypothetical protein"
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04
			mips_14_04_03_03
			mips_40_10
			mips_48
			mips_63_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_At4g23700	mips_67_04_01	"putative Na+/H+-exchanging protein"
			mips_67_04_01_02
	at_At4g29380 -	mips_01_04	"putative protein"
			mips_06_04
			mips_06_07
			mips_08
			mips_08_07
			mips_08_13
			mips_30_04
			mips_30_04_05
			mips_40_08
			mips_40_09
	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_At4g30110	mips_40_08	"cadmium-transporting ATPase-like protein"
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	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_At5g03280 -	mips_03_01_05	"EIN2"
			mips_03_01_05_01
			mips_20_25
			mips_20_25_16
			mips_25_03
			mips_67_04
	at_At5g04130 -	mips_03_01_03_01	"DNA gyrase subunit B - like protein"
			mips_40_37
	at_At5g05570 -	mips_08_16	"putative protein"
			mips_14_04
			mips_14_04_03_01
			mips_63_19
	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_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_At5g15680 -	mips_62_02_01_01	"hypothetical protein"
			mips_62_02_01_02
	at_At5g21930	mips_40_02	"metal-transporting ATPase - like protein"
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_At5g22900	mips_67_04_01	"Na+/H+ antiporter-like protein"
			mips_67_04_01_02
	at_At5g35210 -	mips_25_05_13	"putative protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g37060	mips_67_04_01	"putative transporter protein"
			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_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_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_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_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_At5g58270 -	mips_30_25	"ABC transporter-like protein"
			mips_67_50_25
	at_At5g58460	mips_67_04_01	"putative protein"
			mips_67_04_01_02
	at_At5g60600 -	mips_01_06_01_07	"putative protein"
	at_At5g60740 -	mips_40	"xABC transporter - like protein"
			mips_63_19
			mips_67
			mips_67_10
			mips_67_50_25
	Training Accuracy: 48/93 (51.61%)
	Training Frequency class 'mips_67_04_01': 142/4955 (2.87%)

	Evaluation on validation data (2463 items):
	at_At1g01960 -	mips_01_03_01	"hypothetical protein"
			mips_08_07
			mips_40_08
			mips_62_02_03
	at_At1g02640 -	mips_01_05_01_03	"beta-xylosidase, putative"
			mips_01_05_01_03_02
			mips_30_01
			mips_40_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_At1g05520 -	mips_06	"unknown protein"
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_40_03
			mips_40_07
			mips_40_08
			mips_40_09
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_98
	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_At1g23230 -	mips_40_10_99	"conserved hypothetical protein"
	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_At1g56540 -	mips_11	"disease resistance protein, putative"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	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_At1g60160	mips_67	""
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	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_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_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_At2g30240	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	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_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_At2g40540	mips_67_04_01	"putative potassium transporter AtKT2p (AtKT2)"
			mips_67_04_01_02
			mips_67_50_22
	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_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_At3g14570 -	mips_01_05_99	"hypothetical protein"
			mips_14_04_03_05
	at_At3g29060 -	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_10_05_02
			mips_10_05_02_24
			mips_13_01
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11_03
			mips_13_11_03_07
			mips_14_01
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_03
			mips_67_04
			mips_67_04_07
	at_At3g43600 -	mips_01	"putative aldehyde oxidase (AO3)"
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_03
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_02_11
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_19
			mips_67
			mips_67_15
	at_At3g45550 -	mips_03_01_05_01	"putative protein"
			mips_29_01
			mips_29_99
	at_At3g48190 -	mips_03_01_05_03	"ataxia-telangiectasia mutated protein AtATM"
			mips_03_03_02
			mips_30_10_03
	at_At3g55200 -	mips_03_01_05_01	"spliceosomal - like protein"
			mips_04_05_05_01
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
	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_At4g01810 -	mips_06_04	"putative protein transport factor"
			mips_40_07
			mips_40_09
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At4g01970 -	mips_01_05_01_03	"putative raffinose synthase or seed imbibition protein"
	at_At4g19460 -	mips_01_05_01_03	"putative protein"
			mips_01_06_01
			mips_02_11
			mips_30_01
			mips_40_07
	at_At4g32300 -	mips_11_07_03	"S-receptor kinase -like protein"
	at_At5g11180 -	mips_13_03	"putative protein (AtGLR2.6)"
			mips_13_03_01
			mips_67_01
			mips_67_04
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g37160 -	mips_01_03_16	"sen1-like protein"
			mips_04_03
			mips_04_03_03
			mips_04_03_99
			mips_04_07
			mips_05_07
			mips_63_03_03
	at_At5g40820 -	mips_01_04	"AtRAD3 (dbj|BAA92828.1)"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03_01_03
			mips_03_03_02
	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_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: 9/39 (23.08%)
	Validation Frequency class 'mips_67_04_01': 47/2463 (1.91%)

	Evaluation on propertest data (3789 items):
	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_At1g02080 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At1g04810 -	mips_04_03	"26S proteasome regulatory subunit, putative"
			mips_04_03_03
			mips_06_07_11
			mips_06_13_01
			mips_06_13_01_01
			mips_08_01
			mips_11_01_99
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	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_At1g15210	mips_01_06_13	"putative ABC transporter"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g16900 -	mips_01_06_01	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_99
			mips_30_01
			mips_40_07
	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_At1g29730 -	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	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_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_At1g63770 -	mips_01_01_99	"putative aminopeptidase"
			mips_02
			mips_01_05
			mips_01_05_04
			mips_02_19
			mips_03
			mips_06_13
			mips_40_27
	at_At1g63880 -	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g64170	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	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_At1g66980 -	mips_01_06_04	"putative kinase"
			mips_11_07_99
	at_At1g71410 -	mips_03_03_01_01	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_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
	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_At2g03250 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_13_11_03
			mips_13_11_03_07
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_03
	at_At2g03260 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_13_11_03
			mips_13_11_03_07
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_03
	at_At2g07680 -	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	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_At2g21630 -	mips_08_07	"putative protein transport protein SEC23"
			mips_40_08
			mips_40_09
			mips_62_02_01_01
	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_At2g25730 -	mips_63_17_09	"unknown protein"
	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_At2g34350 -	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_07
	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_At3g10390 -	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
	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_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_At3g44900	mips_67_04	"putative protein"
			mips_67_04_01
			mips_67_04_01_02
	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_At3g54280 -	mips_04_05_01_01	"TATA box binding protein (TBP) associated factor (TAF) -like protein"
	at_At3g55320 -	mips_67_28	"P-glycoprotein - like"
			mips_67_50_25
	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_At4g02660 -	mips_20_25_16	"putative protein"
			mips_30_25
			mips_40_22
	at_At4g15230 -	mips_01_07	"ABC transporter like protein"
			mips_01_07_01
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At4g16250 -	mips_02_13	"phytochrome D"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_06_07_03
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_40_01
			mips_40_30
	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_At4g23640	mips_67_04_01	"putative potassium transport protein"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g25350 -	mips_01_04	"putative protein"
			mips_01_04_07
			mips_10_05_02
			mips_10_05_02_24
			mips_13_01
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11_03
			mips_13_11_03_07
			mips_14_01
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_03
			mips_67_04
			mips_67_04_07
	at_At4g26970 -	mips_01_20_17	"aconitase like protein"
			mips_01_20_17_07
			mips_02_10
			mips_02_22
			mips_13_01_01_01
			mips_63_17_09
	at_At4g32500	mips_13	"potassium channel - protein"
			mips_13_05
			mips_20
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_63_07
			mips_63_19
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	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_At4g36080 -	mips_03_03_01_03	"ATM-like protein"
			mips_14_01_03
			mips_25_05_03
			mips_25_05_09
			mips_25_05_25
	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_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_At5g01690	mips_67_04_01	"putative transporter protein"
			mips_67_04_01_02
	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_At5g06460 -	mips_06_13_01	"ubiquitin activating enzyme 2 (gb|AAB37569.1)"
	at_At5g06940 -	mips_08_13	"receptor protein kinase-like protein"
			mips_11_05_01
	at_At5g09730 -	mips_01_05	"beta-xylosidase - like protein"
			mips_01_05_01_01
			mips_40_01
	at_At5g13000 -	mips_01_05_99	"callose synthase catalytic subunit -like protein"
			mips_14_04_03_05
	at_At5g14880	mips_67_04	"HAK8"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g24740 -	mips_25_05_25	"VPS13 - like protein"
	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_At5g40480 -	mips_08_01	"nuclear pore protein -like"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	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
	at_At5g49360 -	mips_01_05_01_03	"xylosidase"
			mips_01_05_01_03_02
			mips_40_01
	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_At5g53130 -	mips_10_01_09	"cyclic nucleotide-regulated ion channel (emb|CAA76178.1)"
			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_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At5g54440 -	mips_08_07	"unknown protein"
			mips_08_07_03
			mips_40_08
			mips_67
	at_At5g54830 -	mips_40_10_03	"unknown protein"
			mips_40_10_99
	at_At5g56220 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At5g58150 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	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_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: 20/67 (29.85%)
	Propertest Frequency class 'mips_67_04_01': 86/3789 (2.27%)

	New (unknown) data (2463 items):
	at_At1g02810 -	no entry	null
	at_At1g06150 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g07380 -	mips_01_06	"unknown protein"
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At1g11960 -	no entry	null
	at_At1g22870 -	no entry	null
	at_At1g34060 -	no entry	null
	at_At1g35770 -	no entry	null
	at_At1g48090 -	no entry	null
	at_At1g51790 -	no entry	null
	at_At1g51870 -	no entry	null
	at_At1g56140 -	no entry	null
	at_At1g62320 -	no entry	null
	at_At1g67930 -	mips_40_08	"putative golgi transport complex protein"
	at_At1g69520 -	no entry	null
	at_At1g74360 -	mips_08_13	"putative receptor protein kinase (At1g74360)"
	at_At2g16950 -	mips_06_04	"putative transportin"
			mips_08
			mips_40_16
	at_At2g17610 -	mips_29_02	"putative non-LTR retroelement reverse transcriptase"
	at_At2g23200 -	no entry	null
	at_At2g25740 -	no entry	null
	at_At2g26890 -	mips_05	"unknown protein"
			mips_06_01
			mips_08
			mips_08_10
			mips_11_01
			mips_13_11
			mips_30_19
	at_At2g27060 -	no entry	null
	at_At2g40400 -	no entry	null
	at_At2g41830 -	no entry	null
	at_At2g45540 -	mips_30_25	"unknown protein"
	at_At2g48050 -	no entry	null
	at_At3g24190 -	no entry	null
	at_At3g33530 -	no entry	null
	at_At3g42470 -	mips_29	"putative protein"
	at_At3g46400 -	no entry	null
	at_At3g54460 -	no entry	null
	at_At3g61480 -	no entry	null
	at_At4g20060 -	no entry	null
	at_At4g21320 -	mips_06	"putative protein"
			mips_06_13
	at_At4g23220 -	no entry	null
	at_At4g31250 -	mips_10_05	"receptor kinase - like protein"
	at_At4g31350 -	mips_99	"predicted protein"
	at_At4g33520 -	no entry	null
	at_At4g34100 -	mips_04_99	"putative protein"
	at_At4g35870 -	no entry	null
	at_At5g03800 -	no entry	null
	at_At5g16900 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At5g23110 -	no entry	null
	at_At5g28350 -	no entry	null
	at_At5g45460 -	no entry	null
	at_At5g45480 -	no entry	null
	at_At5g45530 -	no entry	null
	at_At5g48770 -	no entry	null
	at_At5g51200 -	no entry	null
	at_At5g51750 -	no entry	null
	at_At5g54380 -	no entry	null
	at_At5g57250 -	no entry	null
	at_At5g64570 -	mips_40_01	"beta-xylosidase"
	at_At1g22860 -	no entry	null
	at_At1g61430 -	no entry	null
	at_At2g21390 -	mips_40_09	"coatomer alpha subunit"
	at_At3g09450 -	no entry	null
	at_At3g62360 -	no entry	null
	at_At4g10540 -	mips_06_13	"putative subtilisin-like protease"
	at_At4g10990 -	mips_29_01	"putative retrotransposon polyprotein"
			mips_29_99
	at_At4g18200 -	no entry	null
	at_At4g18370 -	no entry	null
	at_At4g19090 -	no entry	null
	at_At4g30990 -	no entry	null
	at_At4g34220 -	no entry	null
	at_At4g34260 -	no entry	null
	at_At4g38750 -	no entry	null
	at_At5g02830 -	mips_06	"putative protein"
			mips_06_01
	at_At5g12960 -	no entry	null
	at_At5g18410 -	no entry	null
	at_At5g18860 -	mips_13_05	"putative protein"
			mips_63_07
	at_At5g24710 -	no entry	null
	at_At5g27030 -	no entry	null
	at_At5g44530 -	no entry	null
	at_At1g03450 -	no entry	null
	at_At1g22770 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At1g32940 -	no entry	null
	at_At1g47650 -	mips_29_02	"hypothetical protein"
	at_At1g51860 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g56510 -	no entry	null
	at_At1g64790 -	mips_05_07	"hypothetical protein"
			mips_06_04
	at_At1g75820 -	no entry	null
	at_At1g80260 -	no entry	null
	at_At2g19170 -	no entry	null
	at_At2g21480 -	no entry	null
	at_At2g31870 -	no entry	null
	at_At2g35150 -	no entry	null
	at_At2g36810 -	no entry	null
	at_At2g41770 -	no entry	null
	at_At3g08850 -	no entry	null
	at_At3g12590 -	no entry	null
	at_At3g46340 -	no entry	null
	at_At3g48200 -	no entry	null
	at_At4g00800 -	no entry	null
	at_At4g04340 -	no entry	null
	at_At4g10510 -	no entry	null
	at_At4g14460 -	mips_29	"retrovirus-related like polyprotein"
			mips_29_01
			mips_29_99
	at_At4g20430 -	no entry	null
	at_At4g21900 -	no entry	null
	at_At4g23160 -	mips_29	"putative protein"
			mips_29_01
			mips_29_99
			mips_99
	at_At4g30020 -	mips_06_13	""
	at_At4g30700 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At5g06350 -	mips_14	"putative protein"
			mips_14_04
			mips_25
			mips_25_05
			mips_99
	at_At5g11040 -	mips_08_07	"putative protein"
			mips_40_08
	at_At5g12950 -	no entry	null
	at_At5g13390 -	no entry	null
	at_At5g15540 -	no entry	null
	at_At5g21080 -	no entry	null
	at_At5g27010 -	no entry	null
	at_At5g45540 -	no entry	null
	at_At5g58980 -	no entry	null


------------------
Rule 5421
	theo_pI > 9.69
	ha1_ratio <= 0.554
	fm2_ratio <= 0.089
	iw2_ratio <= 0.07
	nd2_ratio <= 0.098
	wg2_ratio <= 0.301
	wf3_ratio <= 0.091
	ym3_ratio <= 0.057
	tc5_ratio <= 0.256
	fc9_ratio <= 0.071
	->  class mips_05_01_01 "ribosomal proteins"

	Evaluation on training data (4955 items):
	at_At1g01520 -	mips_04_05_01_04_03	"hypothetical protein"
			mips_06_07_04
	at_At1g03700 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
	at_At1g04270	mips_05	"putative 40S ribosomal protein S15"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_99
			mips_40_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_07
	at_At1g05190	mips_05_01	"putative chloroplast 50S ribosomal protein, L6"
			mips_05_01_01
	at_At1g09590	mips_05_01	"putative 60S ribosomal protein L21"
			mips_05_01_01
	at_At1g09690	mips_05_01	"putative 60S ribosomal protein L21"
			mips_05_01_01
	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_At1g14250 -	mips_01_03	"putative nucleoside triphosphatase, 3' partial"
			mips_01_03_01
			mips_01_03_01_01
			mips_13_07
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_08
			mips_40_25
			mips_40_27
			mips_63_17
			mips_63_17_01
			mips_63_17_07
			mips_63_17_11
			mips_63_19_05
	at_At1g14980 -	mips_08_02	"mitochondrial chaperonin 10"
			mips_11_01_05
			mips_11_01_99
	at_At1g16610 -	mips_25_05_10	"arginine/serine-rich protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g16740	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_30_16
			mips_48
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At1g18630 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g26910	mips_05_01	"putative 60s ribosomal protein L10"
			mips_05_01_01
			mips_63_03_03
	at_At1g31160 -	mips_01_03	"putative protein kinase C inhibitor (Zinc-binding protein)"
			mips_01_03_99
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_17
			mips_63_17_09
	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_At1g50080 -	mips_01_20_13	"hypothetical protein"
			mips_29_99
	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_At1g55310 -	mips_01_03_16	"Serine/arginine-rich protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g56530 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_01_01_11
			mips_04_05_01_04_03
			mips_06_10
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_25_05_13
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_48
			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
			mips_63_03_01
			mips_63_07
	at_At1g74070 -	mips_20_25_16	"unknown protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g74270	mips_05_01	"putative ribosomal protein"
			mips_05_01_01
	at_At1g77930 -	mips_03_03_01	"dnaJ like protein"
			mips_11_01_05
			mips_13
			mips_13_11
			mips_63_01
	at_At2g01150 -	mips_63_17	"RING-H2 finger protein RHA2b"
			mips_63_17_09
	at_At2g01250 -	mips_05_07	"60S ribosomal protein L7"
			mips_06
			mips_06_10
			mips_11_01_99
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_13_11_99
			mips_14_20
			mips_20_25_16_99
			mips_30
			mips_30_03
			mips_30_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At2g03130	mips_05	"50S ribosomal protein L7/L12"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_04
			mips_40_16
	at_At2g14880 -	mips_03_01_09	"Unknown protein (At2g14880; T26I20.4)"
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_30_10_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_At2g16930	mips_05	"50S ribosomal protein L27"
			mips_05_01
			mips_05_01_01
			mips_06_10
			mips_40_03
			mips_40_16
			mips_63_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_At2g19370 -	mips_04_05_05_01	"unknown protein"
			mips_13_03
			mips_13_03_01
			mips_62_01
			mips_62_01_07
			mips_63_17_01
	at_At2g19720	mips_05_01_01	"40S ribosomal protein S15A"
	at_At2g19750	mips_05_01	"40S ribosomal protein S30"
			mips_05_01_01
			mips_05_01_99
			mips_63_03_03
	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_At2g30400 -	mips_10	"unknown protein"
			mips_14_01_03
			mips_20_25_16
			mips_25_05_25
			mips_63_07
	at_At2g33880 -	mips_14_10	"putative homeodomain transcription factor"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_40_10_03
			mips_63_03_01
	at_At2g37920 -	mips_08_19	"hypothetical protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_20_03
			mips_48
			mips_63_09
			mips_67_04_01
			mips_67_04_01_01
	at_At2g40510	mips_05	"40S ribosomal protein S26"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40
			mips_40_03
			mips_48
			mips_63
			mips_63_03
			mips_63_03_03
	at_At2g43030	mips_05_01_01	"50S ribosomal protein L3"
			mips_40_10_07
	at_At2g44120	mips_05	"At2g44120/F6E13.25"
			mips_05_01
			mips_05_01_01
			mips_05_07
			mips_06
			mips_06_10
			mips_11
			mips_11_01
			mips_11_01_99
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_13_11_99
			mips_14
			mips_20
			mips_14_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_99
			mips_30
			mips_30_03
			mips_30_99
			mips_40_03
			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
			mips_63
			mips_63_03
	at_At2g45330 -	mips_04_03	"unknown protein"
			mips_04_03_03
	at_At3g06680 -	mips_13	"ribosomal protein L29, putative"
			mips_13_07
			mips_63_05
			mips_63_13
			mips_63_13_99
			mips_98
	at_At3g09500	mips_05_01	"putative 60S ribosomal protein L35"
			mips_05_01_01
			mips_40_10_07
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
			mips_63_07
	at_At3g12440 -	mips_03_03_01_01_11	"hypothetical protein"
			mips_40_09
	at_At3g13580	mips_05_01	"putative ribosomal protein"
			mips_05_01_01
			mips_05_04
			mips_05_07
			mips_06_10
			mips_11_01_99
			mips_13_11_03
			mips_13_11_03_05
			mips_13_11_99
			mips_14_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_99
			mips_30_03
			mips_30_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_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_At3g23450 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_13_07
			mips_20
			mips_25_05_02
			mips_40_02
	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_At3g28900	mips_05	"60S ribosomal protein L34, putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
	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_At3g30260 -	mips_04_05_01_04_01	"MADS box-like protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At3g43980	mips_05_01	"ribosomal S29 -like protein"
			mips_05_01_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_63_03_03
	at_At3g44010	mips_05	"ribosomal protein S29 - like"
			mips_05_01
			mips_05_01_01
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_40_07
			mips_63_03_03
			mips_63_17_09
	at_At3g44890 -	mips_40_26	"RP19 gene for chloroplast ribosomal protein CL9"
			mips_40_26_03
	at_At3g48930 -	mips_05_04_03	"cytosolic ribosomal protein S11"
			mips_62_01_07
			mips_62_02_99
	at_At3g53740	mips_05	"60S RIBOSOMAL PROTEIN L36 homolog"
			mips_05_01_01
			mips_06_10
			mips_30_03
			mips_63_03_03
	at_At3g55170	mips_05	"ribosomal protein L35 -like"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_40_03
			mips_40_10_07
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_07
	at_At3g55280	mips_05_01	"ribosomal L23a - like protein"
			mips_05_01_01
			mips_14_01_05
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_99
			mips_30_03
			mips_30_99
	at_At3g55750	mips_05_01	"ribosomal protein L35a-like"
			mips_05_01_01
			mips_05_04
	at_At3g56170 -	mips_01_03_16	"Ca(2+)-dependent nuclease"
			mips_01_03_16_01
	at_At3g56910 -	mips_05_01	"ribosomal protein, chloroplast"
			mips_40_26
			mips_40_26_03
	at_At3g57490	mips_05_01	"40S ribosomal protein S2 homolog"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At3g57820	mips_05	"putative protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
	at_At3g58730 -	mips_08_13	"vacuolar-type H+-ATPase (v-ATPase) subunit D (vATPD / VHA-D)"
			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_15
			mips_67_50
			mips_67_50_22
	at_At3g59540	mips_05_01	"60S RIBOSOMAL PROTEIN L38-like protein"
			mips_05_01_01
	at_At4g09650 -	mips_02	"H+-transporting ATP synthase-like protein"
			mips_01_07
			mips_01_07_01
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_08
			mips_08_04
			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_16
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At4g15630 -	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_13_03
	at_At4g20390 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
	at_At4g26810 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_30_10
			mips_30_10_03
	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_At4g29390	mips_05_01	"RIBOSOMAL PROTEIN S30 homolog"
			mips_05_01_01
			mips_05_01_99
			mips_63_03_03
	at_At4g34290 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04
			mips_04_05_01_04_99
			mips_30
			mips_30_10_03
			mips_40_10
			mips_63_01
	at_At4g35490	mips_05_01	"ribosomal protein L11 homolog"
			mips_05_01_01
	at_At4g35890 -	mips_05	"unknown protein"
			mips_05_99
			mips_10_01
			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_29
	at_At4g36420	mips_05	"ribosomal protein"
			mips_05_01
			mips_05_01_01
			mips_40_04
			mips_40_16
	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_At5g02610 -	mips_06_10	"ribosomal protein L35 - like"
			mips_40_10_07
			mips_62_01_07
			mips_62_02
			mips_62_02_99
	at_At5g09770	mips_05	"ribsomal protein - like"
			mips_05_01_01
			mips_14
			mips_14_04
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At5g14320	mips_05_01	"ribosomal protein precursor - like"
			mips_05_01_01
			mips_05_04_01
			mips_63_03_03
	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_At5g18810 -	mips_04_05_05	"Serine/arginine rich protein - like"
			mips_14_10
			mips_14_10_02
	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
	at_At5g25450 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase-like protein"
			mips_02_13
			mips_02_13_03
	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_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_At5g28750 -	mips_08_07	"Tha4 protein - like"
			mips_08_16
			mips_08_16_11
	at_At5g37960 -	mips_01_05	"putative protein"
			mips_01_06
			mips_11
			mips_11_07
			mips_63_17
			mips_63_17_09
	at_At5g41520	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_01
			mips_63_03_03
	at_At5g44560 -	mips_08_07	"putative protein"
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_63_06
			mips_67_11
	at_At5g46120 -	mips_01_20_13	"putative protein"
			mips_29_99
	at_At5g46430	mips_05_01	"ribosomal protein L32"
			mips_05_01_01
	at_At5g49450 -	mips_14_01_03	"bZip protein AtbZIP1"
			mips_20_25_01
			mips_20_25_01_01
			mips_20_25_07
			mips_20_25_07_05
			mips_30_10
			mips_33
			mips_33_03
			mips_33_03_23
			mips_63_07
	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_At5g56330 -	mips_01_05_01_01_05	"putative protein"
			mips_01_05_01_01_99
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_05
			mips_01_05_01_03_99
			mips_01_05_07
			mips_01_05_99
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_99
			mips_06_07_04
			mips_08_99
			mips_63_17_09
	at_At5g56670	mips_05_01	"40S ribosomal protein S30 homolog (emb|CAB79697.1)"
			mips_05_01_01
			mips_05_01_99
			mips_63_03_03
	at_At5g56940	mips_05_01_01	"30S ribosomal protein S16"
			mips_40_16
	at_At5g64950 -	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
			mips_40_16
	Training Accuracy: 39/96 (40.62%)
	Training Frequency class 'mips_05_01_01': 105/4955 (2.12%)

	Evaluation on validation data (2463 items):
	at_At1g07350 -	mips_03	"transformer-SR ribonucleoprotein, putative"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_33
			mips_33_03
			mips_33_03_99
			mips_40_04
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_06
			mips_63_19
	at_At1g07830	mips_05_01	"mitochondrial ribosomal protein, putative"
			mips_05_01_01
			mips_14_01_03
	at_At1g26360 -	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_01_06
			mips_01_06_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At1g26880	mips_05_01	"60s ribosomal protein L34"
			mips_05_01_01
			mips_05_04
	at_At1g27330 -	mips_05_01	"unknown protein"
			mips_06_07_02
			mips_30_02
	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_At1g58380	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At1g77070 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_15
			mips_35_03_12
	at_At2g12200 -	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_At2g16360	mips_05_01	"40S ribosomal protein S25"
			mips_05_01_01
	at_At2g21580	mips_05_01	"40S ribosomal protein S25"
			mips_05_01_01
	at_At2g36110 -	mips_04_01	"hypothetical protein"
			mips_04_01_04
			mips_14_20
			mips_25_05_25
			mips_40_10_07
	at_At2g37350 -	mips_04_05_05_01	"unknown protein"
	at_At2g40590	mips_05_01_01	"40S ribosomal protein S26"
			mips_48
			mips_63_03_03
	at_At3g06700 -	mips_13_07	"ribosomal protein L29, putative"
			mips_63_05
			mips_63_13
			mips_63_13_99
	at_At3g53020	mips_05_01_01	"60S ribosomal protein - like"
	at_At3g56340	mips_05	"40S ribosomal protein S26 homolog"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_48
			mips_63_03_03
	at_At4g15620 -	mips_02_11	"hypothetical protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
	at_At4g18100	mips_05_01_01	"ribosomal protein L32 -like protein"
	at_At4g20440 -	mips_04	"putative snRNP protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_14_04
			mips_40_10
			mips_40_10_07
	at_At4g26310 -	mips_05_04	"unknown protein"
			mips_05_04_02
	at_At4g29430	mips_05_01	"ribosomal protein S15a homolog"
			mips_05_01_01
			mips_05_04
	at_At5g02450	mips_05_01	"60S ribosomal protein - like"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_63_03_03
	at_At5g20180	mips_05_01	"ribosomal protein L36-like"
			mips_05_01_01
	at_At5g23300 -	mips_01_03_04	"dihydroorotate dehydrogenase precursor (dihydroorotate oxidase) (sp|P32746)"
			mips_01_03_04_01
			mips_01_03_04_03
	at_At5g23900	mips_05	"60S ribosomal protein L13"
			mips_05_01
			mips_05_01_01
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At5g44500 -	mips_04_05_05_01	"unknown protein"
			mips_40_10_07
	at_At5g46840 -	mips_40_25	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At5g46940 -	mips_01_05_99	"unknown protein"
			mips_30_01
			mips_40_01
	at_At5g54600	mips_05	"50S ribosomal protein L24, chloroplast precursor"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_16
	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
	at_At5g64200 -	mips_04_05_05_05	"putative protein"
	at_At5g66380 -	mips_01_07_10	"putative protein"
			mips_08_04
			mips_63_17_01
			mips_67_21
	Validation Accuracy: 15/33 (45.45%)
	Validation Frequency class 'mips_05_01_01': 53/2463 (2.15%)

	Evaluation on propertest data (3789 items):
	at_At1g01110 -	mips_30_03	"unknown protein"
			mips_62_02_01_01
			mips_63_06
	at_At1g07770	mips_05_01	"Putative 40S ribosomal protein S15A"
			mips_05_01_01
	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_At1g12540 -	mips_03_03	"putative bHLH transcription factor bHLH055"
			mips_03_03_01
			mips_04_05_01_04_01
			mips_63_03_01
	at_At1g22510 -	mips_10_01_05	"unknown protein"
			mips_10_01_05_01
			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
			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_At1g23100 -	mips_05	"10kd chaperonin like protein"
			mips_06_01
			mips_06_04
			mips_06_10
			mips_08
			mips_08_02
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_40_16
			mips_63_19
	at_At1g24240	mips_05_01	"Unknown protein (F3I6.17)"
			mips_05_01_01
	at_At1g27350 -	mips_05	"unknown protein"
			mips_05_01
			mips_06_07
			mips_06_07_02
			mips_11_01
			mips_30_02
			mips_40_07
	at_At1g31760 -	mips_03_01_09	"unknown protein"
			mips_03_01_09_05
			mips_30_10_03
			mips_40_10_99
	at_At1g32990	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_03
	at_At1g36900 -	mips_11_05	"hypothetical protein"
			mips_11_05_01
	at_At1g54690 -	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At1g57860	mips_05_01	"hypothetical protein"
			mips_05_01_01
			mips_05_04
	at_At1g62500 -	mips_10_01_09	"putative proline-rich cell wall protein (pir|IS52985); similar to ESTs gb|AI239404, gb|R89984, and emb|Z17709"
			mips_10_01_09_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_07
			mips_63_17
			mips_63_17_01
	at_At1g66580	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_03
	at_At1g76010 -	mips_25_05_15	"unknown protein"
			mips_35_03_12
			mips_40_27
	at_At1g76930 -	mips_03_03_01_01	"extensin 4 (atExt4)"
			mips_03_03_01_01_09
			mips_03_03_01_02
			mips_03_03_02
			mips_33
			mips_33_03
			mips_33_03_02
			mips_43
			mips_43_03
			mips_43_03_02
	at_At1g77750	mips_05_01	"putative 30S ribosomal protein S13"
			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_At2g13590 -	mips_01_05_01_05	"pseudogene; similar to GB:AAA75253"
			mips_01_05_01_05_07
			mips_02_10
	at_At2g14220 -	mips_14_01_03	"pseudogene"
			mips_14_01_03_99
	at_At2g15580 -	mips_25_05_13	"putative RING-H2 zinc finger protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_48
	at_At2g15600 -	mips_01_20_13	"hypothetical protein"
	at_At2g20450	mips_05_01	"60S ribosomal protein L14"
			mips_05_01_01
	at_At2g32220	mips_05_01	"60S ribosomal protein L27"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_48
			mips_63_03_03
	at_At2g33220 -	mips_14_10_02_02	"unknown protein"
	at_At2g34570 -	mips_25_05_25	"hypothetical protein"
	at_At2g37340 -	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_99
			mips_63_03_03
	at_At2g37600	mips_05_01	"60S ribosomal protein L36"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_63_03_03
	at_At2g39390	mips_05_01	"60S ribosomal protein L35"
			mips_05_01_01
			mips_06_10
			mips_40_10_07
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
			mips_63_03_03
			mips_63_07
	at_At2g39460	mips_05_01	"60S ribosomal protein L23A"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_14_01
			mips_14_01_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_99
	at_At2g42680 -	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_29
			mips_29_06
			mips_40_37
			mips_63_01
			mips_63_03
			mips_63_03_01
			mips_63_19
	at_At2g43640 -	mips_05_07	"putative signal recognition particle protein 14kD, ATSRP14"
			mips_05_99
			mips_62_02_99
			mips_63_03_03
	at_At2g43930 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g44190 -	mips_20	"hypothetical protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
			mips_20_25_01_07
			mips_47
			mips_47_03
			mips_47_03_02
	at_At2g45070 -	mips_08_05	"putative transport protein SEC61 beta-subunit"
			mips_08_07
			mips_08_07_03
			mips_08_07_05
			mips_08_07_07
			mips_08_16
			mips_08_16_05
			mips_08_99
			mips_40_08
			mips_40_09
			mips_67_01
			mips_67_01_99
			mips_67_99
	at_At2g45920 -	mips_06_01	"unknown protein"
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_17
			mips_63_17_09
	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_At3g10950	mips_05_01	"putative 60S ribosomal protein L37a"
			mips_05_01_01
			mips_05_04
	at_At3g17465 -	mips_40_10_07	"putative 50S ribosomal protein L3, 5' partial"
	at_At3g22230	mips_05	"ribosomal protein L27, putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_40_03
			mips_48
			mips_63_03
			mips_63_03_03
	at_At3g26745 -	mips_25_05	"putative transcriptional activator, 3' partial"
			mips_25_05_10
			mips_63_01
	at_At3g46040	mips_05_01	"cytoplasmic ribosomal protein S15a -like"
			mips_05_01_01
	at_At3g49010	mips_05_01	"60S ribosomal protein L13, BBC1 protein"
			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_At3g53500 -	mips_01	"splicing factor - like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_01
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_03
			mips_63
			mips_63_03
	at_At3g56790 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
	at_At3g60540 -	mips_08_05	"transport protein subunit - like"
			mips_08_07_03
			mips_08_07_05
			mips_08_07_07
			mips_08_16
			mips_08_16_05
			mips_08_99
			mips_40_09
			mips_67_01
			mips_67_01_99
			mips_67_99
	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_At4g13830 -	mips_06_01	"DnaJ-like protein"
			mips_11_01_05
			mips_30_07
	at_At4g15610 -	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_13_03
	at_At4g19830 -	mips_06_01	"putative protein"
			mips_63_17
			mips_63_17_01
	at_At4g29150 -	mips_62_02_01_01	"hypothetical protein"
			mips_63_06
	at_At4g30800 -	mips_05_04_03	"ribosomal protein S11 - like"
			mips_62_01_07
			mips_62_02_99
	at_At4g32420 -	mips_06_01	"putative protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01_01
			mips_63_13
	at_At4g34620	mips_05	"putative ribosomal protein S16"
			mips_05_01
			mips_05_01_01
			mips_40_16
			mips_63_07
	at_At4g35770 -	mips_01_04	"senescence-associated protein sen1"
			mips_01_04_99
			mips_01_07
			mips_01_07_01
			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_04
			mips_06_07
			mips_14_20
	at_At5g05770 -	mips_04_05_01_04_01	"unknown protein"
			mips_25_05_10
			mips_25_05_17
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g07090	mips_05_01	"ribosomal protein S4"
			mips_05_01_01
			mips_63_02
			mips_63_03_03
	at_At5g09490	mips_05_01	"ribosomal protein S15-like"
			mips_05_01_01
			mips_30_99
			mips_63_03_01
			mips_63_03_03
			mips_63_07
	at_At5g09510	mips_05_01	"ribosomal protein S15-like"
			mips_05_01_01
			mips_30_99
			mips_63_03_01
			mips_63_03_03
			mips_63_07
	at_At5g11750	mips_05_01	"putative protein"
			mips_05_01_01
	at_At5g11890 -	mips_11_05	"unknown protein"
			mips_11_05_01
	at_At5g15200	mips_05_01	"40S ribosomal protein - like"
			mips_05_01_01
			mips_63_03_03
			mips_63_07
	at_At5g15290 -	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_16
	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_At5g28060	mips_05_01	"40S ribosomal protein S19 - like"
			mips_05_01_01
	at_At5g35920 -	mips_11_07	"cytochrome P450-like"
			mips_11_07_01
	at_At5g40950	mips_05	"50S ribosomal protein L27"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06
			mips_06_10
			mips_40_03
			mips_40_16
			mips_63
			mips_63_01
	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_At5g59870 -	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g60460 -	mips_08_05	"protein transport protein subunit - like"
			mips_08_07
			mips_08_07_03
			mips_08_07_05
			mips_08_07_07
			mips_08_16
			mips_08_16_05
			mips_08_99
			mips_40_07
			mips_40_08
			mips_40_09
			mips_67_01
			mips_67_01_99
			mips_67_99
	Propertest Accuracy: 30/74 (40.54%)
	Propertest Frequency class 'mips_05_01_01': 93/3789 (2.45%)

	New (unknown) data (2463 items):
	at_At1g02820 -	no entry	null
	at_At1g03730 -	no entry	null
	at_At1g04000 -	no entry	null
	at_At1g04330 -	no entry	null
	at_At1g04460 -	no entry	null
	at_At1g04740 -	mips_08_07	"putative vesicle-associated membrane protein, synaptobrevin 7B, 5' partial"
			mips_40_08
			mips_40_09
	at_At1g04930 -	no entry	null
	at_At1g07070 -	no entry	null
	at_At1g08580 -	no entry	null
	at_At1g09250 -	no entry	null
	at_At1g10140 -	no entry	null
	at_At1g15270 -	no entry	null
	at_At1g17300 -	no entry	null
	at_At1g17510 -	no entry	null
	at_At1g18930 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g19960 -	no entry	null
	at_At1g20460 -	no entry	null
	at_At1g21520 -	no entry	null
	at_At1g24600 -	no entry	null
	at_At1g25200 -	no entry	null
	at_At1g25540 -	mips_63_06	"hypothetical protein"
	at_At1g26740 -	no entry	null
	at_At1g27290 -	no entry	null
	at_At1g28280 -	no entry	null
	at_At1g29070 -	no entry	null
	at_At1g29460 -	no entry	null
	at_At1g31140 -	no entry	null
	at_At1g32680 -	no entry	null
	at_At1g33160 -	no entry	null
	at_At1g36380 -	no entry	null
	at_At1g48990 -	mips_30_09	"putative oleosin protein gb|AAC42242.1"
	at_At1g49110 -	no entry	null
	at_At1g51400 -	no entry	null
	at_At1g52680 -	no entry	null
	at_At1g55160 -	no entry	null
	at_At1g56150 -	no entry	null
	at_At1g56190 -	no entry	null
	at_At1g60760 -	no entry	null
	at_At1g62000 -	no entry	null
	at_At1g62080 -	no entry	null
	at_At1g62210 -	no entry	null
	at_At1g65500 -	no entry	null
	at_At1g66380 -	no entry	null
	at_At1g67540 -	no entry	null
	at_At1g67760 -	no entry	null
	at_At1g67910 -	no entry	null
	at_At1g68880 -	no entry	null
	at_At1g69620 -	no entry	null
	at_At1g70350 -	no entry	null
	at_At1g71050 -	no entry	null
	at_At1g71260 -	no entry	null
	at_At1g72080 -	no entry	null
	at_At1g74970 -	mips_06_10	"putative ribosomal protein S9"
			mips_30_03
	at_At1g75590 -	no entry	null
	at_At1g75670 -	no entry	null
	at_At1g78020 -	no entry	null
	at_At1g79200 -	no entry	null
	at_At2g01100 -	no entry	null
	at_At2g01640 -	no entry	null
	at_At2g03350 -	no entry	null
	at_At2g03740 -	mips_25_03	"putative cold-regulated protein"
	at_At2g03850 -	mips_25_03	"putative cold-regulated protein"
	at_At2g04380 -	no entry	null
	at_At2g04640 -	no entry	null
	at_At2g05270 -	no entry	null
	at_At2g06480 -	no entry	null
	at_At2g13750 -	no entry	null
	at_At2g15290 -	no entry	null
	at_At2g15930 -	no entry	null
	at_At2g16460 -	no entry	null
	at_At2g18970 -	no entry	null
	at_At2g21210 -	mips_98	"putative auxin-regulated protein"
			mips_99
	at_At2g22510 -	no entry	null
	at_At2g22520 -	no entry	null
	at_At2g22550 -	no entry	null
	at_At2g22940 -	no entry	null
	at_At2g23920 -	no entry	null
	at_At2g25210 -	no entry	null
	at_At2g25990 -	no entry	null
	at_At2g27780 -	no entry	null
	at_At2g28820 -	no entry	null
	at_At2g29790 -	no entry	null
	at_At2g30590 -	no entry	null
	at_At2g33450 -	no entry	null
	at_At2g34800 -	no entry	null
	at_At2g35850 -	no entry	null
	at_At2g35950 -	no entry	null
	at_At2g37870 -	no entry	null
	at_At2g38140 -	no entry	null
	at_At2g42110 -	no entry	null
	at_At2g43310 -	no entry	null
	at_At2g43380 -	no entry	null
	at_At2g43460 -	no entry	null
	at_At2g44080 -	no entry	null
	at_At2g44820 -	no entry	null
	at_At2g45210 -	mips_98	"putative auxin-regulated protein"
			mips_99
	at_At2g45520 -	no entry	null
	at_At2g46390 -	no entry	null
	at_At2g48090 -	no entry	null
	at_At3g06660 -	no entry	null
	at_At3g11140 -	no entry	null
	at_At3g14060 -	no entry	null
	at_At3g15900 -	no entry	null
	at_At3g16040 -	no entry	null
	at_At3g17270 -	no entry	null
	at_At3g17890 -	no entry	null
	at_At3g18930 -	no entry	null
	at_At3g20470 -	mips_13_07	"glycine-rich protein, putative"
	at_At3g20510 -	no entry	null
	at_At3g21570 -	no entry	null
	at_At3g23850 -	no entry	null
	at_At3g24640 -	no entry	null
	at_At3g26360 -	no entry	null
	at_At3g27760 -	no entry	null
	at_At3g28090 -	no entry	null
	at_At3g30670 -	mips_29	"hypothetical protein"
	at_At3g32200 -	no entry	null
	at_At3g42970 -	no entry	null
	at_At3g44170 -	no entry	null
	at_At3g44210 -	no entry	null
	at_At3g44980 -	no entry	null
	at_At3g48180 -	no entry	null
	at_At3g49070 -	no entry	null
	at_At3g49270 -	no entry	null
	at_At3g50250 -	no entry	null
	at_At3g51010 -	no entry	null
	at_At3g52040 -	no entry	null
	at_At3g52360 -	no entry	null
	at_At3g52730 -	mips_02_13	"ubiquinol--cytochrome-c reductase-like protein"
	at_At3g55900 -	no entry	null
	at_At3g56110 -	no entry	null
	at_At3g56500 -	no entry	null
	at_At3g56740 -	mips_06_13	"unknown protein"
	at_At3g57120 -	mips_10_05	"unknown protein"
	at_At3g58870 -	no entry	null
	at_At3g61930 -	no entry	null
	at_At3g62640 -	no entry	null
	at_At4g00890 -	mips_63_07	""
	at_At4g01310 -	no entry	null
	at_At4g04990 -	no entry	null
	at_At4g05070 -	no entry	null
	at_At4g05400 -	no entry	null
	at_At4g09850 -	no entry	null
	at_At4g10140 -	no entry	null
	at_At4g10330 -	no entry	null
	at_At4g10970 -	no entry	null
	at_At4g13790 -	no entry	null
	at_At4g14810 -	no entry	null
	at_At4g15170 -	no entry	null
	at_At4g18230 -	no entry	null
	at_At4g19270 -	no entry	null
	at_At4g21780 -	no entry	null
	at_At4g23910 -	no entry	null
	at_At4g31360 -	no entry	null
	at_At4g32020 -	no entry	null
	at_At4g32860 -	no entry	null
	at_At4g32900 -	no entry	null
	at_At4g33560 -	no entry	null
	at_At4g34770 -	no entry	null
	at_At4g34810 -	no entry	null
	at_At4g35960 -	no entry	null
	at_At4g37570 -	no entry	null
	at_At4g37700 -	no entry	null
	at_At4g38850 -	no entry	null
	at_At4g39310 -	no entry	null
	at_At4g39840 -	no entry	null
	at_At5g02160 -	no entry	null
	at_At5g03110 -	no entry	null
	at_At5g08050 -	no entry	null
	at_At5g10910 -	no entry	null
	at_At5g11090 -	no entry	null
	at_At5g11630 -	no entry	null
	at_At5g11970 -	no entry	null
	at_At5g12880 -	no entry	null
	at_At5g13460 -	mips_40_04	"unknown protein"
			mips_63_01
			mips_63_19
	at_At5g14330 -	no entry	null
	at_At5g15590 -	no entry	null
	at_At5g15910 -	no entry	null
	at_At5g16160 -	no entry	null
	at_At5g18010 -	no entry	null
	at_At5g18030 -	no entry	null
	at_At5g18050 -	no entry	null
	at_At5g18080 -	no entry	null
	at_At5g18790 -	mips_05_01	"ribosomal protein L33 - like"
	at_At5g19710 -	no entry	null
	at_At5g20370 -	no entry	null
	at_At5g24640 -	no entry	null
	at_At5g24700 -	no entry	null
	at_At5g25940 -	no entry	null
	at_At5g33440 -	no entry	null
	at_At5g36010 -	no entry	null
	at_At5g36280 -	no entry	null
	at_At5g39850 -	no entry	null
	at_At5g41560 -	no entry	null
	at_At5g42700 -	no entry	null
	at_At5g43510 -	no entry	null
	at_At5g43640 -	mips_30_99	"40S ribosomal protein S15"
	at_At5g45590 -	no entry	null
	at_At5g48530 -	no entry	null
	at_At5g49410 -	no entry	null
	at_At5g51320 -	no entry	null
	at_At5g51360 -	no entry	null
	at_At5g51510 -	no entry	null
	at_At5g51790 -	no entry	null
	at_At5g51860 -	mips_25_03	"MADS box transcription factor-like protein"
	at_At5g57400 -	no entry	null
	at_At5g57510 -	no entry	null
	at_At5g57760 -	no entry	null
	at_At5g57780 -	no entry	null
	at_At5g60910 -	mips_25_03	"floral homeotic protein AGL8"
	at_At5g61090 -	mips_40_01	"putative protein"
			mips_67_01
	at_At5g62640 -	no entry	null
	at_At5g62720 -	no entry	null
	at_At5g65220 -	no entry	null
	at_At1g01850 -	no entry	null
	at_At1g14320 -	mips_06_10	"putative 60S Ribosomal Protein L10"
	at_At1g16000 -	no entry	null
	at_At1g16950 -	no entry	null
	at_At1g18550 -	mips_08_99	"hypothetical protein"
			mips_63_06
	at_At1g21310 -	no entry	null
	at_At1g22990 -	no entry	null
	at_At1g23650 -	no entry	null
	at_At1g24390 -	no entry	null
	at_At1g27610 -	no entry	null
	at_At1g28190 -	no entry	null
	at_At1g29420 -	no entry	null
	at_At1g29430 -	no entry	null
	at_At1g30380 -	no entry	null
	at_At1g32670 -	no entry	null
	at_At1g33830 -	no entry	null
	at_At1g33850 -	no entry	null
	at_At1g35250 -	no entry	null
	at_At1g36640 -	no entry	null
	at_At1g43010 -	no entry	null
	at_At1g52220 -	no entry	null
	at_At1g52230 -	no entry	null
	at_At1g54120 -	no entry	null
	at_At1g55670 -	no entry	null
	at_At1g62220 -	no entry	null
	at_At1g72070 -	mips_06	"hypothetical protein"
			mips_13
			mips_13_11
	at_At1g73520 -	mips_40_25	""
	at_At1g73940 -	no entry	null
	at_At1g75000 -	no entry	null
	at_At2g01310 -	no entry	null
	at_At2g02490 -	no entry	null
	at_At2g10130 -	no entry	null
	at_At2g11100 -	no entry	null
	at_At2g15340 -	no entry	null
	at_At2g18210 -	no entry	null
	at_At2g19730 -	no entry	null
	at_At2g22820 -	no entry	null
	at_At2g25510 -	no entry	null
	at_At2g26120 -	no entry	null
	at_At2g26580 -	no entry	null
	at_At2g27380 -	no entry	null
	at_At2g28310 -	no entry	null
	at_At2g28570 -	no entry	null
	at_At2g31850 -	no entry	null
	at_At2g33300 -	no entry	null
	at_At2g33620 -	no entry	null
	at_At2g35450 -	no entry	null
	at_At2g37120 -	no entry	null
	at_At2g40380 -	no entry	null
	at_At2g41730 -	no entry	null
	at_At2g42260 -	no entry	null
	at_At2g43110 -	no entry	null
	at_At3g07440 -	no entry	null
	at_At3g16140 -	no entry	null
	at_At3g26710 -	no entry	null
	at_At3g27590 -	mips_29	"hypothetical protein"
	at_At3g27630 -	no entry	null
	at_At3g28010 -	no entry	null
	at_At3g30650 -	no entry	null
	at_At3g31460 -	mips_99	"hypothetical protein"
	at_At3g31915 -	no entry	null
	at_At3g44430 -	no entry	null
	at_At3g48570 -	mips_08_99	"protein translocation complex sec61 gamma chain-like protein"
			mips_40_07
			mips_67_99
	at_At3g48660 -	no entry	null
	at_At3g56010 -	no entry	null
	at_At3g60000 -	no entry	null
	at_At3g60940 -	no entry	null
	at_At4g01490 -	mips_29	"putative transposon protein"
			mips_29_01
			mips_29_02
			mips_98
	at_At4g02040 -	no entry	null
	at_At4g02910 -	no entry	null
	at_At4g04730 -	no entry	null
	at_At4g10270 -	no entry	null
	at_At4g12410 -	no entry	null
	at_At4g22800 -	no entry	null
	at_At4g28440 -	no entry	null
	at_At4g28460 -	no entry	null
	at_At4g30370 -	no entry	null
	at_At4g30390 -	no entry	null
	at_At4g30410 -	no entry	null
	at_At4g30710 -	mips_01_01	"putative protein"
	at_At4g31260 -	no entry	null
	at_At4g32080 -	no entry	null
	at_At4g34780 -	mips_98	"putative protein"
			mips_99
	at_At4g36510 -	no entry	null
	at_At4g36780 -	no entry	null
	at_At4g39300 -	no entry	null
	at_At5g07330 -	no entry	null
	at_At5g08240 -	no entry	null
	at_At5g10700 -	no entry	null
	at_At5g11690 -	mips_30_16	"membrane translocase - like protein"
	at_At5g15220 -	no entry	null
	at_At5g15760 -	no entry	null
	at_At5g18020 -	no entry	null
	at_At5g18060 -	no entry	null
	at_At5g20100 -	no entry	null
	at_At5g25280 -	no entry	null
	at_At5g26080 -	mips_25_03	"extensin - like protein"
			mips_40_01
	at_At5g27310 -	no entry	null
	at_At5g35860 -	no entry	null
	at_At5g37840 -	no entry	null
	at_At5g42330 -	no entry	null
	at_At5g48860 -	no entry	null
	at_At5g51620 -	no entry	null
	at_At5g53800 -	no entry	null
	at_At5g64310 -	no entry	null
	at_At5g64770 -	no entry	null
	at_At5g65250 -	no entry	null
	at_At1g03600 -	no entry	null
	at_At1g03810 -	no entry	null
	at_At1g06950 -	no entry	null
	at_At1g15400 -	no entry	null
	at_At1g20070 -	no entry	null
	at_At1g22680 -	no entry	null
	at_At1g22890 -	no entry	null
	at_At1g25180 -	no entry	null
	at_At1g28330 -	no entry	null
	at_At1g29450 -	no entry	null
	at_At1g29490 -	no entry	null
	at_At1g30260 -	no entry	null
	at_At1g30880 -	no entry	null
	at_At1g36930 -	no entry	null
	at_At1g36940 -	no entry	null
	at_At1g41880 -	no entry	null
	at_At1g43660 -	no entry	null
	at_At1g48160 -	no entry	null
	at_At1g48610 -	no entry	null
	at_At1g48960 -	no entry	null
	at_At1g49800 -	no entry	null
	at_At1g50020 -	no entry	null
	at_At1g52270 -	no entry	null
	at_At1g52550 -	no entry	null
	at_At1g55220 -	no entry	null
	at_At1g57660 -	no entry	null
	at_At1g62060 -	no entry	null
	at_At1g62890 -	mips_29	"non-LTR reverse transcriptase, putative"
			mips_29_02
			mips_29_99
	at_At1g67700 -	no entry	null
	at_At1g68450 -	no entry	null
	at_At1g72600 -	no entry	null
	at_At1g76070 -	no entry	null
	at_At1g79100 -	no entry	null
	at_At2g01340 -	no entry	null
	at_At2g01400 -	no entry	null
	at_At2g06390 -	no entry	null
	at_At2g11470 -	no entry	null
	at_At2g11560 -	mips_29	"Mutator-like transposase"
			mips_29_02
	at_At2g12340 -	no entry	null
	at_At2g13880 -	no entry	null
	at_At2g15000 -	no entry	null
	at_At2g17300 -	no entry	null
	at_At2g18500 -	no entry	null
	at_At2g20260 -	mips_02	"putative photosystem I reaction center subunit IV"
			mips_02_13
	at_At2g24090 -	no entry	null
	at_At2g25250 -	no entry	null
	at_At2g26240 -	no entry	null
	at_At2g28660 -	mips_06_07	"unknown protein"
	at_At2g29180 -	no entry	null
	at_At2g30560 -	no entry	null
	at_At2g31980 -	no entry	null
	at_At2g33830 -	no entry	null
	at_At2g36620 -	no entry	null
	at_At2g38160 -	no entry	null
	at_At2g38930 -	no entry	null
	at_At2g41840 -	mips_48	"40S ribosomal protein S2"
	at_At2g42310 -	no entry	null
	at_At2g42740 -	no entry	null
	at_At2g47270 -	no entry	null
	at_At2g47480 -	no entry	null
	at_At3g12710 -	no entry	null
	at_At3g12830 -	no entry	null
	at_At3g15190 -	no entry	null
	at_At3g15760 -	no entry	null
	at_At3g17300 -	no entry	null
	at_At3g18560 -	no entry	null
	at_At3g22820 -	no entry	null
	at_At3g23170 -	no entry	null
	at_At3g24500 -	mips_29_06	"ethylene-responsive transcriptional coactivator, putative"
			mips_40_37
	at_At3g30690 -	no entry	null
	at_At3g30700 -	no entry	null
	at_At3g42990 -	no entry	null
	at_At3g44040 -	no entry	null
	at_At3g50900 -	no entry	null
	at_At3g52070 -	no entry	null
	at_At3g52410 -	no entry	null
	at_At3g53070 -	no entry	null
	at_At3g53370 -	no entry	null
	at_At3g53770 -	mips_11_01	"putative protein"
	at_At3g54680 -	no entry	null
	at_At3g56650 -	mips_02_30	"putative protein"
	at_At3g58680 -	mips_29_06	"transcriptional coactivator - like protein"
			mips_40_37
	at_At3g58700 -	no entry	null
	at_At3g60200 -	no entry	null
	at_At3g60890 -	no entry	null
	at_At4g00030 -	no entry	null
	at_At4g00100 -	no entry	null
	at_At4g05030 -	no entry	null
	at_At4g05620 -	no entry	null
	at_At4g07990 -	no entry	null
	at_At4g09030 -	mips_40_01	"arabinogalactan-protein AGP10"
	at_At4g09910 -	no entry	null
	at_At4g12970 -	no entry	null
	at_At4g15150 -	no entry	null
	at_At4g16410 -	no entry	null
	at_At4g16460 -	no entry	null
	at_At4g18730 -	no entry	null
	at_At4g20150 -	no entry	null
	at_At4g20250 -	no entry	null
	at_At4g20690 -	no entry	null
	at_At4g21620 -	no entry	null
	at_At4g23110 -	no entry	null
	at_At4g24920 -	mips_08_99	"PROTEIN TRANSPORT PROTEIN SEC61 GAMMA SUBUNIT -like"
			mips_40_07
			mips_67_99
	at_At4g27090 -	no entry	null
	at_At4g28310 -	no entry	null
	at_At4g28750 -	mips_02_13	"photosystem I subunit PSI-E (psaE)"
	at_At4g29410 -	no entry	null
	at_At4g30670 -	no entry	null
	at_At4g30740 -	no entry	null
	at_At4g34560 -	no entry	null
	at_At4g34790 -	no entry	null
	at_At4g35660 -	no entry	null
	at_At4g36500 -	no entry	null
	at_At4g38080 -	no entry	null
	at_At4g39200 -	mips_63_01	"ribosomal protein S25"
	at_At5g02440 -	no entry	null
	at_At5g02640 -	no entry	null
	at_At5g02670 -	no entry	null
	at_At5g03370 -	mips_01	"unknown protein"
			mips_01_04
			mips_98
	at_At5g05380 -	no entry	null
	at_At5g06190 -	no entry	null
	at_At5g06360 -	no entry	null
	at_At5g07510 -	no entry	null
	at_At5g09500 -	mips_06_10	"ribosomal protein S15-like"
			mips_30_99
	at_At5g11600 -	no entry	null
	at_At5g15160 -	no entry	null
	at_At5g16670 -	no entry	null
	at_At5g27020 -	mips_99	"putative protein"
	at_At5g28800 -	no entry	null
	at_At5g35880 -	no entry	null
	at_At5g36650 -	no entry	null
	at_At5g39240 -	no entry	null
	at_At5g39860 -	no entry	null
	at_At5g39870 -	no entry	null
	at_At5g43970 -	no entry	null
	at_At5g44060 -	no entry	null
	at_At5g50460 -	mips_06_04	"protein translocation complex Sec61 gamma chain (pir||T05513)"
			mips_08
			mips_08_99
			mips_40_07
			mips_67
			mips_67_99
	at_At5g50540 -	no entry	null
	at_At5g52540 -	no entry	null
	at_At5g54970 -	no entry	null
	at_At5g55210 -	no entry	null
	at_At5g57370 -	no entry	null
	at_At5g62440 -	no entry	null
	at_At5g64100 -	no entry	null
	at_At5g64130 -	no entry	null
	at_At5g64800 -	no entry	null
	at_At5g65080 -	no entry	null
	at_At5g65300 -	no entry	null


------------------
Rule 3091
	theo_pI <= 9.69
	nitrogen <= 1061
	gravy > -0.288
	d_ratio > 3.93
	p_ratio <= 3.89
	ck1_ratio <= 0.283
	gr1_ratio <= 0.702
	fw2_ratio <= 0.204
	qn2_ratio <= 0.268
	wm2_ratio <= 0.182
	li3_ratio <= 1.115
	wp3_ratio <= 0.069
	dd4_ratio <= 0.728
	va4_ratio > 0.191
	hh5_ratio <= 0.203
	wq5_ratio <= 0.339
	dt7_ratio <= 0.607
	ik7_ratio <= 0.694
	ll7_ratio <= 1.77
	wc7_ratio <= 0.07
	ft8_ratio <= 0.564
	wr10_ratio <= 0.204
	->  class mips_01_01_01 "amino acid biosynthesis"

	Evaluation on training data (4955 items):
	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_At1g05500 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
	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_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_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_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_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_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_At1g24340 -	mips_01	"hypothetical protein"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			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_07_01
			mips_01_20
			mips_01_20_13
			mips_01_20_33
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_07
			mips_11_07_03
			mips_40_03
			mips_67
			mips_67_15
			mips_98
	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_At1g48430 -	mips_06_07_03	"dihydroxyacetone kinase, putative"
	at_At1g49650 -	mips_01_06	"unknown protein"
			mips_01_06_04
	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_At1g59990 -	mips_63_19_03	"putative protein"
	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_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_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_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_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_At1g78900 -	mips_01_07_01	"vacuolar-type H+-ATPase subunit A (VHA-A)"
			mips_40_25
			mips_67_01
	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_At1g80560	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At2g02830 -	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g04720 -	mips_08_16	"putative GTP-binding protein"
			mips_40_08
			mips_63_19_05
	at_At2g13560 -	mips_01_05_01_03_03	"malate oxidoreductase (malic enzyme)"
			mips_02_08
			mips_02_10
	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_At2g20420 -	mips_01_05_01_05	"succinyl-CoA ligase beta subunit"
			mips_01_05_01_05_07
			mips_02_10
	at_At2g22240 -	mips_01_05_01_01_01	"putative myo-inositol 1-phosphate synthase"
			mips_01_06_01
	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_At2g22780 -	mips_01_05_01_03	"putative glyoxysomal malate dehydrogenase precursor"
			mips_02_10
			mips_40_26
			mips_40_26_03
	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_At2g25220 -	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	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_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_At2g27820	mips_01_01_01_11	"putative chorismate mutase/prephenate dehydratase"
	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
	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_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_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_At2g31910 -	mips_67_04_01	"putative Na+/H+ antiporter"
			mips_67_04_01_02
	at_At2g32610 -	mips_01_05_01_01	"putative cellulose synthase"
			mips_01_05_01_03_02
	at_At2g33040 -	mips_01_03	"mitochondrial F1-ATPase, gamma subunit (ATP3_ARATH)"
			mips_02
			mips_01_03_01
			mips_01_03_01_03
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_08
			mips_08_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_16
			mips_67_04
			mips_67_04_01
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g36500 -	mips_01_03_01	"hypothetical protein"
	at_At2g40440 -	mips_11_01_01	"hypothetical protein"
			mips_11_01_09
	at_At2g42790 -	mips_01_05_01_01_01	"putative citrate synthase"
			mips_02_10
			mips_02_22
			mips_40_19
	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_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_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_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_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_At3g07630	mips_01_01	"putative P-protein: chorismate mutase, prephenate dehydratase"
			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_20_17
			mips_01_20_17_03
			mips_01_20_33
			mips_01_20_50
			mips_13_03
			mips_13_03_01
			mips_63_17
			mips_63_17_09
	at_At3g09580 -	mips_02	"putative oxidoreductase"
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_02_11
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_07
	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_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_At3g13730 -	mips_01_20_17_07	"CYP90D"
	at_At3g15090 -	mips_01_20_01	"zinc-binding dehydrogenase, putative"
			mips_01_20_01_05
			mips_02_16
	at_At3g18270	mips_01_01_01_11	"muconate cycloisomerase like protein"
			mips_01_01_01_11_09
			mips_01_01_10_05
	at_At3g19380 -	mips_05	"hypothetical protein"
			mips_06_04
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g24030 -	mips_01_07	"hydoxyethylthiazole kinase, putative"
			mips_01_07_01
			mips_63_17_07
	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_At3g25900	mips_01_01	"homocysteine S-methyltransferase AtHMT-1 identical to GB:AAF23821 from [Arabidopsis thaliana]"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_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
			mips_40_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_At3g44300 -	mips_01_02	"nitrilase 2"
			mips_20_20
			mips_20_20_18
	at_At3g47010 -	mips_01_05_01_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	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_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_At3g48540 -	mips_01_03_04	"putative protein"
			mips_03_01_01
			mips_03_01_01_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_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_At3g53870 -	mips_05_01	"ribosomal protein S3a homolog"
			mips_05_01_01
	at_At3g55590 -	mips_01_05_01_03_02	"mannose-1-phosphate guanylyltransferase-like protein"
			mips_01_07_01
			mips_02_19
	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_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_At3g59890	mips_01_01_01_07	"putative protein"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_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_At3g63160 -	mips_40	"unknown protein"
			mips_40_26
			mips_40_26_03
	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_At4g01690 -	mips_01_07_01	"protoporphyrinogen oxidase"
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_07
	at_At4g04610	mips_01_01_01_11	"5'-adenylylsulfate reductase"
			mips_01_01_01_11_03
			mips_01_02_01
	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_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_At4g10500 -	mips_01_20_17_07	"putative Fe(II)/ascorbate oxidase"
			mips_01_20_35_01
	at_At4g11120 -	mips_05_04_02	"putative translation elongation factor ts"
	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_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_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_At4g13930 -	mips_01_01_10_05	"hydroxymethyltransferase"
			mips_01_03_01
			mips_01_05
			mips_01_06_10
			mips_02_13
	at_At4g14430 -	mips_01_06_01	"carnitine racemase like protein"
			mips_01_06_01_05
	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_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_At4g17380 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03
			mips_03_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_01
			mips_47_03_15_07
			mips_63_03
			mips_63_19
	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_At4g21150 -	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_02
			mips_06_07
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_07
	at_At4g21990	mips_01_01_01_11	"PRH26"
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_25_05_25
	at_At4g23100 -	mips_01_20	"gamma-glutamylcysteine synthetase"
			mips_01_20_17
			mips_01_20_17_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_At4g25970 -	mips_01_06_01_01	"phosphatidylserine decarboxylase like protein"
			mips_01_06_01_03
			mips_40_08
	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_At4g26270 -	mips_01_05_04	"putative pyrophosphate-dependent phosphofructo-1-kinase"
			mips_02_01
			mips_02_01_03
	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_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_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_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_At4g33580 -	mips_01	"carbonate dehydratase - like protein"
			mips_01_05
			mips_01_05_01_05
			mips_08_16
			mips_10
			mips_63_17_09
	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_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_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_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_At4g39810 -	mips_03_01_03_01	"hypothetical protein"
			mips_03_01_03_05
			mips_03_01_05_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_37
	at_At5g03250 -	mips_13_11_01	"photoreceptor-interacting protein - like"
			mips_13_11_01_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_At5g04610	mips_01_01_01_03	"putative protein"
			mips_01_01_01_03_02
			mips_01_20_17_03
	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_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_At5g07080 -	mips_01_20_15	"putative protein"
			mips_01_20_99
	at_At5g07620 -	mips_10_01	"putative protein"
			mips_10_01_01
	at_At5g08280 -	mips_01	"hydroxymethylbilane synthase"
			mips_01_07
			mips_01_07_01
			mips_01_07_04
			mips_01_07_07
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_40
			mips_40_03
			mips_63
			mips_63_21
	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_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_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_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_At5g14230 -	mips_63_07	"ankyrin - like protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	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_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_At5g20260 -	mips_01_20	"putative protein"
			mips_01_20_13
	at_At5g20890 -	mips_30_04_03	"T-complex protein 1, beta subunit"
			mips_30_04_05
			mips_67_99
	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
	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_At5g51820 -	mips_01_05_01_03_01	"phosphoglucomutase (emb|CAB64725.1)"
			mips_02_19
			mips_13_07
			mips_63_07
	at_At5g52190	mips_01_01_01_01	"unknown protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_05_01_03_04
			mips_63_13
			mips_63_13_01
	at_At5g53120	mips_01_01_01_03	"spermidine synthase"
			mips_01_01_01_03_02
			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_20_17_03
			mips_01_20_50
	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_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_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_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_At5g60710 -	mips_10_01_09	"putative protein"
			mips_10_01_09_03
			mips_13_07
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_27
			mips_43
			mips_43_03
			mips_43_03_19
			mips_63_07
			mips_63_17_01
			mips_67_01
			mips_67_01_01
			mips_67_04_07
	at_At5g61580 -	mips_01_05_04	"pyrophosphate-dependent phosphofructo-1-kinase - like protein"
			mips_02_01
			mips_02_01_03
	at_At5g66550 -	mips_01_20_17_03	"unknown protein"
			mips_01_20_50
			mips_03_03_03
	Training Accuracy: 52/148 (35.14%)
	Training Frequency class 'mips_01_01_01': 219/4955 (4.42%)

	Evaluation on validation data (2463 items):
	at_At1g08250	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_40_03
	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_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_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_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_At1g23190 -	mips_01_05_01_03	"putative phosphoglucomutase"
			mips_01_05_01_03_01
			mips_02_19
			mips_13_07
			mips_40_16
	at_At1g23740 -	mips_02_16	"putative auxin-induced protein"
			mips_63_21
			mips_63_21_07
	at_At1g24070 -	mips_01	"glucosyltransferase, putative"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30
			mips_30_27
			mips_30_27_01
			mips_40
			mips_40_02
			mips_98
			mips_99
	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_At1g63990 -	mips_03_01_05_03	"hypothetical protein"
			mips_03_01_05_03_01
			mips_03_03_02
			mips_25_05_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_At1g70310	mips_01_01	"unknown protein (At1g70310)"
			mips_01_01_01
			mips_01_01_01_03
			mips_01_01_01_03_02
			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_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_25_03
			mips_30_01
	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_At1g77120 -	mips_01_20_01	"alcohol dehydrogenase"
			mips_01_20_01_05
			mips_63_17_09
	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_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_At2g14960 -	mips_20_20	"putative auxin-regulated protein"
			mips_20_20_18
			mips_25_01
	at_At2g21320 -	mips_04	"CONSTANS-like B-box zinc finger protein"
			mips_40_10
			mips_63_17_09
	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_At2g28560 -	mips_03_01_05_01	"putative RAD51B-like DNA repair protein"
			mips_03_01_05_03
			mips_03_03_02
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10_03
	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_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_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_At2g36570 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g38230 -	mips_01_07_01	"similar to SOR1 from the fungus Cercospora nicotianae"
			mips_03_99
	at_At2g39770 -	mips_01_05_01_03_02	"GDP-mannose pyrophosphorylase"
			mips_02_19
	at_At2g39820 -	mips_05_04_01	"putative translation initiation factor"
			mips_40_04_07
	at_At2g42640 -	mips_10	"hypothetical protein"
			mips_20_20
			mips_20_20_18
	at_At2g43090	mips_01_01	"3-isopropylmalate dehydratase, small subunit"
			mips_01_01_01
			mips_02
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_10
			mips_02_22
			mips_05
			mips_05_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17
			mips_63_17_09
	at_At2g44890 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_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_At3g10420 -	mips_14_04	"unknown protein"
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At3g16150 -	mips_01_01_10_03	"putative L-asparaginase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_25
	at_At3g16190	mips_01_01_01_03	"hydrolase like protein"
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_05_99
	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_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_At3g20000 -	mips_01_03	"membrane import protein, putative"
			mips_01_03_19
			mips_48
			mips_63_19_03
			mips_63_19_99
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_04
			mips_67_16
	at_At3g24360 -	mips_01	"3-hydroxyisobutyryl-coenzyme A hydrolase, putative"
			mips_01_05
			mips_01_06
			mips_01_06_01
			mips_01_06_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_98
	at_At3g27570 -	mips_01_05_01	"sucrose cleavage like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At3g27850 -	mips_05_01	"50S ribosomal protein L12-C"
			mips_05_01_01
			mips_40_04
	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_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_At3g47170 -	mips_01_20_15	"hypersensitivity-related protein-like protein"
			mips_11_05_03
	at_At3g51490 -	mips_01_05_07	"sugar transporter-like protein"
			mips_08_19
			mips_67_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_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_At3g59660 -	mips_04_09	"unknown protein"
			mips_13_03
			mips_13_03_01
			mips_25_05_25
			mips_40_09
			mips_63_09
	at_At3g60400 -	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At4g01730 -	mips_06_07_01	"hypothetical protein"
			mips_08_19
			mips_48
	at_At4g02990 -	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	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_At4g18640 -	mips_10	"putative protein (fragment)"
			mips_10_01_01
	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_At4g21350 -	mips_03_01_05_03	"putative protein"
	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_At4g24620 -	mips_02_01	"glucose-6-phosphate isomerase"
			mips_14_04_09
			mips_14_04_09_01
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_40_26
			mips_40_26_03
	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_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_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_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_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_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
	at_At5g06580 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_40_19
	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_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_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_At5g18120 -	mips_02	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_02_11
			mips_06_01
			mips_06_04
			mips_06_07
			mips_40_07
	at_At5g20950 -	mips_01_05_01_01	"beta-D-glucan exohydrolase-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	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_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_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_At5g43820 -	mips_02_30	"putative protein"
			mips_04_05_99
			mips_08_99
	at_At5g54140 -	mips_01_01_10_05	"IAA-amino acid hydrolase homolog ILL3 (gb|AAC31939.1)"
			mips_01_02
			mips_63_17_11
	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_At5g64050 -	mips_04_03	"glutamate-tRNA ligase"
			mips_04_03_06
			mips_05_10
			mips_63_03_03
			mips_63_11
	Validation Accuracy: 13/80 (16.25%)
	Validation Frequency class 'mips_01_01_01': 133/2463 (5.40%)

	Evaluation on propertest data (3789 items):
	at_At1g01800 -	mips_01_20_05	"putative short-chain dehydrogenase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	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_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_At1g09780 -	mips_02_01	"putative 2,3-bisphosphoglycerate-independent phosphoglycerate mutase"
			mips_14_01_03
	at_At1g14090 -	mips_04_05_99	"unknown protein"
	at_At1g14230 -	mips_01_04_99	"putative nucleoside triphosphatase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_13_07
			mips_20_25_16
			mips_20_25_16_09
			mips_40_08
			mips_40_25
			mips_63_17_01
			mips_63_17_07
			mips_63_17_11
			mips_63_19_99
	at_At1g16590 -	mips_03	"putative translesion synthesis polymerase zeta subunit (REV7)"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			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
			mips_63_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_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_At1g23480 -	mips_01_05_01_03_02	"putative glucosyltransferase"
			mips_30_34
			mips_30_34_03
	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_At1g30540 -	mips_01_05_01_01_04	"unknown protein"
	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_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_At1g47330 -	mips_11_05_05	"unknown protein"
			mips_11_05_05_01
			mips_40_30
	at_At1g48590 -	mips_08_16	"unknown protein"
			mips_10_01_09
			mips_10_01_09_03
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_63_17_01
	at_At1g48670 -	mips_20_20	"hypothetical protein"
			mips_20_20_18
			mips_25_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_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_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_At1g51980 -	mips_02	"unknown protein"
			mips_01_04
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_67
			mips_67_04
	at_At1g53280 -	mips_06_13	"hypothetical protein; similar to ESTs dbj|AV442006.1, dbj|AV439549.1, gb|AI996097.1"
			mips_06_13_01
	at_At1g55090 -	mips_01_02	"hypothetical protein"
			mips_01_02_01
			mips_01_07_01
			mips_11_01_03
			mips_11_01_05
			mips_11_01_11
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g55560 -	mips_01_20_17_01	""
			mips_11_07_03
			mips_11_07_99
	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_At1g63010 -	mips_01_05_07	"putative tetracycline resistance efflux protein"
			mips_08_19
			mips_67_07
			mips_67_99
	at_At1g64020 -	mips_62_01_07	"hypothetical protein"
			mips_62_02_01_02
			mips_62_02_01_02_03
	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_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_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_At1g70080 -	mips_01_20_13	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	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_At1g71100 -	mips_01_05_01_01	"ribose 5-phosphate isomerase like protein"
			mips_02_07
			mips_02_07_03
	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_At1g79050 -	mips_06_13_01	"putative nuclear-encoded chloroplast DNA repair protein (YUP8H12R.33)"
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_62_01_05
			mips_62_01_99
	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_At2g03270 -	mips_01_03	"helicase like protein"
			mips_01_03_16
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_04_07
			mips_05
			mips_05_07
			mips_40_03
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_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_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_At2g18360 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g23060 -	mips_10_01_99	"similar to hookless1 (HLS1)"
	at_At2g23130 -	mips_03_03_01_01	"arabinogalactan-protein AGP17"
			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_30_10
			mips_30_10_03
			mips_40_10_03
			mips_48
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g25080 -	mips_11_07_07	"putative glutathione peroxidase"
			mips_67_15
	at_At2g25940 -	mips_01_06_07	"putative vacuolar processing enzyme"
			mips_06_13_04
			mips_40_25
			mips_65
	at_At2g26140 -	mips_02_13	"FtsH like protease"
			mips_06_13_99
	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_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_At2g32620 -	mips_01_05_01_03_02	"putative cellulose synthase"
	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_At2g37190 -	mips_05_01	"60S ribosomal protein L12"
			mips_05_01_01
			mips_63_03_03
	at_At2g38740 -	mips_02_19	"unknown protein"
			mips_06_07_03
	at_At2g42550 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g43980 -	mips_10	"unknown protein (At2g43980)"
			mips_10_01_01
			mips_10_01_09
			mips_10_01_99
	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_At2g45510 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At3g07620 -	mips_01	"hypothetical protein"
			mips_01_20
			mips_01_20_13
			mips_99
	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_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_At3g17770 -	mips_01_05_01	"dihydroxyacetone kinase, putative"
			mips_06_07
			mips_06_07_03
			mips_11_01
	at_At3g20520 -	mips_01_06_01	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_04
			mips_11_01_11
			mips_11_07
			mips_11_07_99
			mips_40_27
			mips_40_27_99
	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_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_At3g24220 -	mips_14_01_05	"9-cis-epoxycarotenoid dioxygenase, putative"
			mips_20_25_01
			mips_20_25_01_01
	at_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	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_At3g48560	mips_01_01_01_15	"acetolactate synthase"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_10
			mips_02_16
			mips_02_16_01
			mips_02_16_05
			mips_40_26
			mips_40_26_03
			mips_63_17_07
			mips_63_21
			mips_63_21_05
			mips_63_21_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_At3g52310 -	mips_01_07_01	"ABC transporter-like protein"
			mips_67_10
			mips_67_28
			mips_67_50
			mips_67_50_25
	at_At3g53430 -	mips_05_01	"60S RIBOSOMAL PROTEIN L12 -like"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At3g55120 -	mips_01_20_99	"chalcone isomerase"
	at_At3g55800 -	mips_02_01	"sedoheptulose-bisphosphatase precursor"
			mips_02_30
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g55850 -	mips_01_03_04	"unknown protein"
			mips_14_01_03
			mips_14_01_03_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At3g58740 -	mips_01_05_01_01_01	"citrate synthase -like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g60900 -	mips_01_20_01	"fasciclin-like arabinogalactan protein FLA10"
			mips_40_01
	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_At4g01330 -	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	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_At4g04790 -	mips_04_05	"hypothetical protein"
			mips_04_05_99
	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_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_At4g10610 -	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g12170 -	mips_02_11	"putative protein"
			mips_06_01
			mips_11_07
			mips_25_05_25
			mips_40_07
	at_At4g13360 -	mips_01_06_01	"3-hydroxyisobutyryl-coenzyme A hydrolase - like protein"
			mips_01_06_04
	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_At4g14210 -	mips_01_07_01	"phytoene dehydrogenase precursor (phytoene desaturase)"
			mips_01_20_13
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
			mips_30_26
			mips_30_26_03
	at_At4g14440 -	mips_02	"carnitine racemase like protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_02_99
			mips_40_16
			mips_63_13
			mips_63_13_03
	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_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_At4g15940	mips_01_01_01	"isomerase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_05
			mips_01_05_01_05_01
			mips_01_06
	at_At4g16590 -	mips_01_05_01_03_02	"cellulose synthase like protein"
			mips_30_27
			mips_30_27_01
	at_At4g25770 -	mips_01_06_04	"putative protein"
	at_At4g26910 -	mips_02_10	"putative dihydrolipoamide succinyltransferase"
			mips_02_16
			mips_02_16_05
	at_At4g30040 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	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_At4g31820 -	mips_13_11_01	"putative protein"
			mips_13_11_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_At4g36390 -	mips_01_07	"putative protein"
			mips_01_07_01
	at_At4g39650 -	mips_01_01_07	"putative gamma-glutamyltransferase"
			mips_01_20_37
			mips_01_20_37_01
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_11_99
	at_At4g39800 -	mips_01_05	"myo-inositol-1-phosphate synthase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
	at_At5g08740 -	mips_02_13	"NADH dehydrogenase-like protein"
			mips_13_01
			mips_40_26
			mips_40_26_03
	at_At5g10460 -	mips_01_04_99	"unknown protein"
			mips_01_05_01_01
	at_At5g14310 -	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_06
			mips_01_06_04
			mips_01_06_07
			mips_11_10
			mips_11_10_09
	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_At5g18680 -	mips_10_01_05_05	"tub family-like protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_03
			mips_43_03_23
			mips_47_03_02
			mips_48
			mips_63_09
	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_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_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_At5g39040 -	mips_67_50_25	"transporter associated with antigen processing-like protein (TAP2)"
	at_At5g44360 -	mips_01_20_17_09	"berberine bridge enzyme"
			mips_02_99
			mips_40_19
	at_At5g44520 -	mips_01_03	"unknown protein"
			mips_01_07
			mips_02_07
			mips_02_07_03
	at_At5g48510 -	mips_25_05_25	"putative protein"
			mips_40_04
			mips_63_07
	at_At5g49460 -	mips_01_05_01_05	"ATP-citrate lyase subunit B"
			mips_01_05_01_05_07
			mips_02_10
	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_At5g53850 -	mips_25_05_25	"putative protein"
			mips_63_01
	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_At5g57190 -	mips_01_06_01_01	"phosphatidylserine decarboxylase"
			mips_01_06_01_03
			mips_40_08
	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_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_At5g60670 -	mips_05_01	"60S ribosomal protein L12 - like"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At5g63490 -	mips_01_03_01	"putative protein"
	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
	Propertest Accuracy: 15/127 (11.81%)
	Propertest Frequency class 'mips_01_01_01': 180/3789 (4.75%)

	New (unknown) data (2463 items):
	at_At1g01770 -	no entry	null
	at_At1g02390 -	no entry	null
	at_At1g02420 -	no entry	null
	at_At1g04620 -	no entry	null
	at_At1g06810 -	no entry	null
	at_At1g08440 -	no entry	null
	at_At1g09740 -	no entry	null
	at_At1g11050 -	mips_10_05	"Ser/Thr protein kinase isolog"
	at_At1g16020 -	no entry	null
	at_At1g17870 -	no entry	null
	at_At1g18380 -	no entry	null
	at_At1g20340 -	no entry	null
	at_At1g20350 -	mips_30_16	"hypothetical protein"
			mips_67_99
	at_At1g21750 -	mips_02_11	"putative disulfide isomerase"
			mips_06_01
			mips_40_07
	at_At1g24370 -	no entry	null
	at_At1g26160 -	no entry	null
	at_At1g26230 -	mips_06_01	"chaperonin precursor, putative"
			mips_30_16
	at_At1g28530 -	no entry	null
	at_At1g28700 -	no entry	null
	at_At1g33270 -	no entry	null
	at_At1g47540 -	no entry	null
	at_At1g49660 -	no entry	null
	at_At1g49730 -	no entry	null
	at_At1g53120 -	no entry	null
	at_At1g55130 -	mips_08_07	"hypothetical protein"
			mips_40_22
			mips_67_01
	at_At1g55260 -	mips_08_16	"unknown protein"
			mips_08_99
			mips_67_13
	at_At1g55490 -	no entry	null
	at_At1g56430 -	no entry	null
	at_At1g65560 -	mips_02_16	"putative oxido reductase (At1g65560)"
	at_At1g69270 -	no entry	null
	at_At1g70020 -	mips_99	"hypothetical protein"
	at_At1g77710 -	no entry	null
	at_At2g16060 -	mips_67	"class 1 non-symbiotic hemoglobin (AHB1)"
			mips_67_99
	at_At2g19060 -	no entry	null
	at_At2g20990 -	no entry	null
	at_At2g22600 -	no entry	null
	at_At2g27690 -	mips_02_11	"putative cytochrome P450"
	at_At2g27930 -	no entry	null
	at_At2g29810 -	no entry	null
	at_At2g31610 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g34090 -	no entry	null
	at_At2g44880 -	no entry	null
	at_At2g47990 -	no entry	null
	at_At3g08030 -	no entry	null
	at_At3g08640 -	no entry	null
	at_At3g10230 -	no entry	null
	at_At3g13130 -	no entry	null
	at_At3g16610 -	no entry	null
	at_At3g19300 -	no entry	null
	at_At3g19490 -	no entry	null
	at_At3g21520 -	no entry	null
	at_At3g21790 -	no entry	null
	at_At3g27830 -	no entry	null
	at_At3g30400 -	no entry	null
	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_At3g45390 -	no entry	null
	at_At3g49200 -	no entry	null
	at_At3g50790 -	no entry	null
	at_At3g51330 -	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_At3g52150 -	no entry	null
	at_At3g54070 -	no entry	null
	at_At3g56630 -	no entry	null
	at_At3g58080 -	no entry	null
	at_At3g59110 -	no entry	null
	at_At3g59220 -	no entry	null
	at_At3g62890 -	no entry	null
	at_At3g63170 -	no entry	null
	at_At4g00910 -	no entry	null
	at_At4g02920 -	no entry	null
	at_At4g04370 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At4g16160 -	mips_08_02	"pore protein homolog"
			mips_67_10
	at_At4g16710 -	no entry	null
	at_At4g18570 -	no entry	null
	at_At4g18700 -	no entry	null
	at_At4g22120 -	no entry	null
	at_At4g26120 -	no entry	null
	at_At4g26370 -	no entry	null
	at_At4g26500 -	no entry	null
	at_At4g27750 -	no entry	null
	at_At4g34500 -	no entry	null
	at_At4g35360 -	no entry	null
	at_At5g01560 -	no entry	null
	at_At5g02620 -	mips_40_02	"ankyrin - like protein"
			mips_40_04
			mips_40_08
			mips_63_07
			mips_67_99
	at_At5g04700 -	no entry	null
	at_At5g10840 -	mips_40_22	"putative protein"
			mips_67_01
	at_At5g13420 -	mips_01_03	"transaldolase - like protein"
			mips_01_07
			mips_02_07
	at_At5g13620 -	no entry	null
	at_At5g16520 -	no entry	null
	at_At5g18820 -	mips_05	"chaperonin 60 alpha chain - like protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_30_16
			mips_40_16
	at_At5g19500 -	mips_67	"putative protein"
			mips_67_99
	at_At5g23060 -	no entry	null
	at_At5g27370 -	no entry	null
	at_At5g27540 -	no entry	null
	at_At5g27930 -	no entry	null
	at_At5g37460 -	no entry	null
	at_At5g38280 -	no entry	null
	at_At5g41640 -	no entry	null
	at_At5g43020 -	no entry	null
	at_At5g44670 -	no entry	null
	at_At5g44970 -	no entry	null
	at_At5g45840 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g48490 -	no entry	null
	at_At5g50140 -	mips_40_08	"ankyrin-like protein"
			mips_67_99
	at_At5g53260 -	no entry	null
	at_At5g54450 -	no entry	null
	at_At5g56500 -	mips_30_16	"RuBisCO subunit binding-protein beta subunit precursor; chaperonin, 60 kDa"
	at_At5g59130 -	no entry	null
	at_At5g60000 -	no entry	null
	at_At5g63220 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At5g63820 -	no entry	null
	at_At5g66090 -	no entry	null
	at_At5g66420 -	no entry	null
	at_At5g66820 -	no entry	null
	at_At1g13410 -	no entry	null
	at_At1g16650 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g32440 -	mips_02_01	"putative pyruvate kinase, plastid isozyme (At1g32440)"
	at_At1g48390 -	no entry	null
	at_At1g56610 -	no entry	null
	at_At1g60950 -	mips_67	"ferrodoxin precursor"
			mips_67_15
	at_At1g61790 -	no entry	null
	at_At1g62250 -	no entry	null
	at_At1g66210 -	no entry	null
	at_At1g75160 -	no entry	null
	at_At1g80910 -	no entry	null
	at_At2g11510 -	no entry	null
	at_At2g18100 -	no entry	null
	at_At2g24600 -	mips_10	"unknown protein"
			mips_40
			mips_40_04
	at_At2g28000 -	mips_06_01	"putative rubisco subunit binding-protein alpha subunit"
			mips_06_10
			mips_30_16
	at_At2g34400 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40900 -	no entry	null
	at_At2g42220 -	mips_06_01	"unknown protein"
			mips_14_20
	at_At2g42900 -	no entry	null
	at_At3g10900 -	no entry	null
	at_At3g12360 -	mips_63_07	"unknown protein"
	at_At3g13470 -	mips_30_16	"chaperonin 60 beta, putative"
	at_At3g22290 -	no entry	null
	at_At3g27390 -	no entry	null
	at_At3g28140 -	no entry	null
	at_At3g52990 -	mips_02_01	"pyruvate kinase - like protein"
	at_At3g54040 -	no entry	null
	at_At3g59840 -	no entry	null
	at_At3g60190 -	mips_08_19	"dynamin-like protein 4 (ADL4)"
			mips_08_22
			mips_08_99
	at_At3g61050 -	mips_40_09	"CaLB protein"
	at_At3g63320 -	no entry	null
	at_At4g03480 -	mips_30_04	"hypothetical protein"
			mips_40_04
			mips_63_07
	at_At4g13450 -	no entry	null
	at_At4g15040 -	no entry	null
	at_At4g21410 -	no entry	null
	at_At4g25110 -	no entry	null
	at_At4g25980 -	no entry	null
	at_At4g27020 -	no entry	null
	at_At4g27340 -	no entry	null
	at_At4g27360 -	no entry	null
	at_At4g31530 -	no entry	null
	at_At4g37550 -	no entry	null
	at_At5g01710 -	no entry	null
	at_At5g13360 -	mips_25_01	"auxin reponsive - like protein"
	at_At5g16690 -	no entry	null
	at_At5g22790 -	no entry	null
	at_At5g34910 -	no entry	null
	at_At5g46600 -	no entry	null
	at_At5g52970 -	no entry	null
	at_At5g54550 -	no entry	null
	at_At5g58840 -	no entry	null
	at_At5g59190 -	mips_06_13	"cucumisin precursor - like"
	at_At5g63000 -	no entry	null
	at_At5g65880 -	no entry	null
	at_At1g01540 -	no entry	null
	at_At1g01900 -	mips_06_13	"hypothetical protein"
	at_At1g05750 -	no entry	null
	at_At1g12570 -	mips_02_13	"unknown protein"
	at_At1g16120 -	no entry	null
	at_At1g18690 -	no entry	null
	at_At1g20160 -	no entry	null
	at_At1g34050 -	mips_63_07	"putative protein"
	at_At1g34160 -	no entry	null
	at_At1g49290 -	no entry	null
	at_At1g53000 -	no entry	null
	at_At1g64510 -	no entry	null
	at_At1g67960 -	no entry	null
	at_At1g68040 -	mips_01	"putative S-adenosyl-L-methionine:salicylic acid carboxyl methyltransferase"
			mips_01_20
			mips_98
	at_At1g73750 -	no entry	null
	at_At1g76100 -	no entry	null
	at_At1g77060 -	mips_02_01	"carboxyphosphonoenolpyruvate mutase like protein"
			mips_02_22
	at_At1g78740 -	no entry	null
	at_At2g04790 -	no entry	null
	at_At2g15850 -	no entry	null
	at_At2g25310 -	no entry	null
	at_At2g27240 -	no entry	null
	at_At2g29220 -	no entry	null
	at_At2g32340 -	no entry	null
	at_At2g34020 -	no entry	null
	at_At2g36800 -	no entry	null
	at_At2g37130 -	no entry	null
	at_At2g41170 -	no entry	null
	at_At2g46050 -	mips_02_30	"hypothetical protein"
			mips_06_01
			mips_08_99
	at_At3g11410 -	no entry	null
	at_At3g14066 -	mips_06_13	"cucumisin-like serine protease; subtilisin-like protease, 5'partial"
	at_At3g16560 -	no entry	null
	at_At3g20480 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At3g22210 -	no entry	null
	at_At3g24160 -	no entry	null
	at_At3g24480 -	mips_40_01	"disease resistance protein, putative"
	at_At3g27325 -	mips_08_07	"unknown protein, 3'partial"
	at_At3g43180 -	no entry	null
	at_At3g46470 -	no entry	null
	at_At3g50850 -	no entry	null
	at_At3g57090 -	mips_30_16	"unknown protein"
	at_At3g57280 -	no entry	null
	at_At4g00790 -	no entry	null
	at_At4g02420 -	no entry	null
	at_At4g13150 -	no entry	null
	at_At4g17130 -	no entry	null
	at_At4g18970 -	no entry	null
	at_At4g20420 -	no entry	null
	at_At4g22270 -	no entry	null
	at_At4g22500 -	no entry	null
	at_At4g24090 -	no entry	null
	at_At4g25830 -	no entry	null
	at_At4g27970 -	no entry	null
	at_At4g31220 -	no entry	null
	at_At4g33380 -	no entry	null
	at_At4g33430 -	no entry	null
	at_At4g35720 -	no entry	null
	at_At4g36210 -	no entry	null
	at_At4g38830 -	no entry	null
	at_At4g38940 -	no entry	null
	at_At5g01540 -	no entry	null
	at_At5g05640 -	no entry	null
	at_At5g05740 -	no entry	null
	at_At5g11120 -	no entry	null
	at_At5g11420 -	no entry	null
	at_At5g20720 -	mips_08_02	"chloroplast Cpn21 protein"
	at_At5g25100 -	mips_08_07	"putative multispanning membrane protein"
			mips_40_22
			mips_67_01
	at_At5g25460 -	no entry	null
	at_At5g28600 -	no entry	null
	at_At5g36140 -	no entry	null
	at_At5g36290 -	no entry	null
	at_At5g40380 -	no entry	null
	at_At5g43600 -	no entry	null
	at_At5g45110 -	no entry	null
	at_At5g48370 -	mips_63_09	"putative protein"
	at_At5g51150 -	no entry	null
	at_At5g54300 -	no entry	null
	at_At5g59260 -	no entry	null
	at_At5g60070 -	mips_30	"ankyrin-like protein"
			mips_30_04
			mips_40_02
			mips_40_08
			mips_67
			mips_67_99
	at_At5g60300 -	mips_10_05	"receptor like protein kinase"
	at_At5g60310 -	no entry	null
	at_At5g60650 -	no entry	null
	at_At5g62210 -	no entry	null
	at_At5g67090 -	no entry	null


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