Rule 1719
	cd4_Cornah_A2-cornah-irv_SLD_REP3_val <= 0.997
	cd8_Smith-14h_SLD_REP1_val > -0.453
	cd9_de_Torres_Zabala_A-04-Torre-Hrp_SLD_val <= 0.33
	cd11_Walters_A-04-Kruger-WH1_REP1_val <= 0.052
	cd13_Buchanan-Wollaston_A-4-bwoll-C5S_SLD_val <= -0.009
	cdmissingdata_Honys_UNM1_SLD_val_ref > 761.7
	cdmissingdata_Honys_TCP2_SLD_val <= -1.564
	cdmissingdata_Honys_TCP2_SLD_pval <= 0.01416
	cdmissingdata_Ward_A2-WARD-ax1_SLD_pval <= 0.000244
	->  class mips_05_01_01 "ribosomal proteins"

	Evaluation on training data (4529 items):
	at_At1g04480	mips_05_01	"putative 60S ribosomal protein L17"
			mips_05_01_01
			mips_05_04
			mips_06_10
	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_At1g22780	mips_05_01	"putative 40S ribosomal protein S18"
			mips_05_01_01
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At1g26910	mips_05_01	"putative 60s ribosomal protein L10"
			mips_05_01_01
			mips_63_03_03
	at_At1g48830	mips_05	"unknown protein"
			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_03
	at_At1g52300	mips_05_01	"60S ribosomal protein L37, putative"
			mips_05_01_01
	at_At1g67430	mips_05_01_01	"ribosomal protein L17-like protein"
	at_At1g74060	mips_05_01	"putative 60S ribosomal protein L6"
			mips_05_01_01
			mips_63_03_01
			mips_63_03_03
	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_At2g19750	mips_05_01	"40S ribosomal protein S30"
			mips_05_01_01
			mips_05_01_99
			mips_63_03_03
	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_At3g11510	mips_05_01	"putative 40S ribosomal protein s14"
			mips_05_01_01
			mips_63_03_03
	at_At3g14600	mips_05	"putative 60S ribosomal protein L18A"
			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_03
			mips_40
			mips_40_03
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_07
	at_At3g18740	mips_05_01	"60S ribosomal protein, putative"
			mips_05_01_01
	at_At3g23390	mips_05_01	"putative ribosomal protein"
			mips_05_01_01
			mips_05_04
	at_At3g28900	mips_05	"60S ribosomal protein L34, putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
	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_At3g44590	mips_05_01	"acidic ribosomal protein P2 -like"
			mips_05_01_01
	at_At3g47370	mips_05_01	"40S ribosomal protein S20-like protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g48930 -	mips_05_04_03	"cytosolic ribosomal protein S11"
			mips_62_01_07
			mips_62_02_99
	at_At3g53740	mips_05	"60S RIBOSOMAL PROTEIN L36 homolog"
			mips_05_01_01
			mips_06_10
			mips_30_03
			mips_63_03_03
	at_At3g59540	mips_05_01	"60S RIBOSOMAL PROTEIN L38-like protein"
			mips_05_01_01
	at_At4g16720	mips_05_01	"ribosomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_63_03_03
	at_At4g26230	mips_05_01_01	"putative ribosomal protein"
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g29390	mips_05_01	"RIBOSOMAL PROTEIN S30 homolog"
			mips_05_01_01
			mips_05_01_99
			mips_63_03_03
	at_At4g33250 -	mips_45	"unknown protein"
			mips_45_03
			mips_45_03_12
	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_At5g19510 -	mips_04_07	"elongation factor 1B alpha-subunit"
			mips_05_01
			mips_05_01_99
			mips_05_99
			mips_67_01
	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_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_At5g35530	mips_05_01	"40S ribosomal protein S3"
			mips_05_01_01
	at_At5g41520	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_01
			mips_63_03_03
	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_At5g56710	mips_05_01	"60S ribosomal protein L31"
			mips_05_01_01
			mips_05_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g64140	mips_05_01	"40S ribosomal protein S28 (sp|P34789)"
			mips_05_01_01
			mips_30_03
			mips_63_03_03
	Training Accuracy: 33/36 (91.67%)
	Training Frequency class 'mips_05_01_01': 94/4529 (2.08%)

	Evaluation on validation data (2234 items):
	at_At1g09640 -	mips_05_04_02	"unknown protein"
			mips_05_07
			mips_05_10
			mips_05_99
	at_At1g24360 -	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g26880	mips_05_01	"60s ribosomal protein L34"
			mips_05_01_01
			mips_05_04
	at_At1g66680 -	mips_01_07_01	"unknown protein"
			mips_04_05_05_03
			mips_40_99
	at_At1g72370	mips_05_01	"putative 40S ribosomal protein SA (laminin receptor-like protein)"
			mips_05_01_01
			mips_13_07
			mips_40_27
	at_At2g09990	mips_05_01	"40S ribosomal protein S16"
			mips_05_01_01
			mips_30_03
			mips_63_03_03
			mips_63_07
	at_At2g36160	mips_05_01	"40S ribosomal protein S14"
			mips_05_01_01
			mips_63_03_03
	at_At2g40590	mips_05_01_01	"40S ribosomal protein S26"
			mips_48
			mips_63_03_03
	at_At3g12390 -	mips_05_04	"putative protein"
			mips_05_07
			mips_14_01
			mips_14_01_03
			mips_30_10
			mips_37
			mips_37_03
			mips_37_03_13
	at_At3g24830	mips_05_01_01	"60S ribosomal protein, putative"
			mips_30_26
			mips_30_26_03
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At3g25520	mips_05_01	"ribosomal protein, putative"
			mips_05_01_01
			mips_40_10_07
			mips_63_03_03
	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_At3g62870 -	mips_04_05_01_04_03	"60S RIBOSOMAL PROTEIN L7A protein"
			mips_10_01_11
			mips_11_01_09
			mips_62_02_99
	at_At4g15000	mips_05_01	"ribosomal protein"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At4g18040 -	mips_03_01_99	"translation initiation factor eIF4E"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At4g18100	mips_05_01_01	"ribosomal protein L32 -like protein"
	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_At5g10360	mips_05_01	"40S ribsomal protein S6"
			mips_05_01_01
	at_At5g16130	mips_05_01	"40S ribosomal protein S7-like"
			mips_05_01_01
	at_At5g20180	mips_05_01	"ribosomal protein L36-like"
			mips_05_01_01
	at_At5g20290	mips_05_01	"unknown protein"
			mips_05_01_01
	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_At5g54580 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At5g61170	mips_05	"40S ribsomal protein S19 - like"
			mips_05_01_01
			mips_06_10
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_33_03_07
			mips_33_03_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_03_03
	Validation Accuracy: 17/24 (70.83%)
	Validation Frequency class 'mips_05_01_01': 48/2234 (2.15%)

	Evaluation on propertest data (3471 items):
	at_At1g01100 -	mips_05_04_02	"acidic ribosomal protein, putative"
	at_At1g07770	mips_05_01	"Putative 40S ribosomal protein S15A"
			mips_05_01_01
	at_At1g08360	mips_05_01	"putative ribosomal protein L10"
			mips_05_01_01
			mips_05_04
	at_At1g09780 -	mips_02_01	"putative 2,3-bisphosphoglycerate-independent phosphoglycerate mutase"
			mips_14_01_03
	at_At1g15930	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_07
			mips_63_03_03
	at_At1g23290	mips_05_01	"60s ribosomal protein l27a."
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At1g34030 -	mips_05_04_01	"ribosomal protein S18 - like"
	at_At1g43170	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_03
			mips_40_10_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_03
			mips_63_03_03
	at_At1g73230 -	mips_01_05_04	"putative transcription factor BTF3 (RNA polymerase B transcription factor 3)"
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_25_05_25
	at_At2g18110 -	mips_04_07	"putative elongation factor 1-beta"
			mips_05_01
			mips_05_01_99
			mips_05_99
			mips_67_01
	at_At2g19740	mips_05_01	"60S ribosomal protein L31"
			mips_05_01_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g27530	mips_05_01_01	"60S ribosomal protein L10A"
	at_At2g36170	mips_05_01	"putative ubiquitin/ribosomal protein CEP52"
			mips_05_01_01
			mips_06_07_05
			mips_06_13_01
	at_At2g46230 -	mips_25_05_25	"unknown protein"
	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_At3g45030	mips_05_01	"40S ribsomomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g46040	mips_05_01	"cytoplasmic ribosomal protein S15a -like"
			mips_05_01_01
	at_At3g49010	mips_05_01	"60S ribosomal protein L13, BBC1 protein"
			mips_05_01_01
	at_At3g53430	mips_05_01	"60S RIBOSOMAL PROTEIN L12 -like"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At3g57870 -	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_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_At3g61110	mips_05_01	"ribosomal protein S27"
			mips_05_01_01
			mips_05_04_01
			mips_63_03_01
			mips_63_03_03
			mips_63_17_09
	at_At3g62120 -	mips_05	"multifunctional aminoacyl-tRNA ligase-like protein"
			mips_05_10
			mips_06_10
			mips_63_03_03
			mips_63_11
	at_At4g31700	mips_05_01	"ribosomal protein S6 - like"
			mips_05_01_01
	at_At4g34670	mips_05_01	"Putative S-phase-specific ribosomal protein"
			mips_05_01_01
			mips_63_03_03
	at_At5g02870	mips_05_01_01	"60S ribosomal protein - like"
	at_At5g03850	mips_05_01	"RIBOSOMAL PROTEIN S28- like"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_40_07
			mips_63_03_03
	at_At5g07090	mips_05_01	"ribosomal protein S4"
			mips_05_01_01
			mips_63_02
			mips_63_03_03
	at_At5g27700	mips_05_01	"ribosomal protein S21 - like"
			mips_05_01_01
			mips_05_04
	at_At5g28060	mips_05_01	"40S ribosomal protein S19 - like"
			mips_05_01_01
	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
	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
	Propertest Accuracy: 25/33 (75.76%)
	Propertest Frequency class 'mips_05_01_01': 88/3471 (2.54%)

	New (unknown) data (2234 items):
	at_At1g27400 -	no entry	null
	at_At1g41880 -	no entry	null
	at_At4g00100 -	no entry	null
	at_At4g27090 -	no entry	null
	at_At4g39200 -	mips_63_01	"ribosomal protein S25"
	at_At1g07070 -	no entry	null
	at_At1g26470 -	no entry	null
	at_At1g33120 -	no entry	null
	at_At1g69620 -	no entry	null
	at_At2g25210 -	no entry	null
	at_At2g27710 -	no entry	null
	at_At3g62940 -	no entry	null
	at_At3g16780 -	mips_06_10	"putative ribosomal protein"
	at_At3g48140 -	no entry	null
	at_At5g57290 -	mips_05_01	"60S acidic ribosomal protein P3"


------------------
Rule 1723
	cd2_A5-Campb-321_pval <= 0.000244
	cd4_Cornah_A2-cornah-irv_SLD_REP3_val <= 0.997
	cd8_Smith-14h_SLD_REP1_val > -0.453
	cd10_Warren-sf2-control-A-8_REP2_val > -0.205
	cd11_Walters_A-04-Kruger-WH1_REP1_val <= 0.052
	cdmissingdata_Honys_UNM1_SLD_val_ref > 761.7
	cdmissingdata_Honys_TCP2_SLD_val <= -1.564
	cdmissingdata_Honys_TCP2_SLD_pval <= 0.01416
	cdmissingdata_Bramke_A2-warre-WTW_pval <= 0.000732
	cdmissingdata_Ward_A2-WARD-ax1_SLD_pval <= 0.000244
	->  class mips_63_03_03 "RNA binding"

	Evaluation on training data (4529 items):
	at_At1g04480 -	mips_05_01	"putative 60S ribosomal protein L17"
			mips_05_01_01
			mips_05_04
			mips_06_10
	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_At1g22780	mips_05_01	"putative 40S ribosomal protein S18"
			mips_05_01_01
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At1g26910	mips_05_01	"putative 60s ribosomal protein L10"
			mips_05_01_01
			mips_63_03_03
	at_At1g67430 -	mips_05_01_01	"ribosomal protein L17-like protein"
	at_At1g74060	mips_05_01	"putative 60S ribosomal protein L6"
			mips_05_01_01
			mips_63_03_01
			mips_63_03_03
	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_At2g19750	mips_05_01	"40S ribosomal protein S30"
			mips_05_01_01
			mips_05_01_99
			mips_63_03_03
	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_At3g11510	mips_05_01	"putative 40S ribosomal protein s14"
			mips_05_01_01
			mips_63_03_03
	at_At3g14600	mips_05	"putative 60S ribosomal protein L18A"
			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_03
			mips_40
			mips_40_03
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_07
	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_At3g47370	mips_05_01	"40S ribosomal protein S20-like protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g48930 -	mips_05_04_03	"cytosolic ribosomal protein S11"
			mips_62_01_07
			mips_62_02_99
	at_At3g57290	mips_04_05	"p48 protein"
			mips_05
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_06_01
			mips_06_10
			mips_11
			mips_11_05
			mips_11_05_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_99
			mips_40_03
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At4g10480 -	mips_03	"putative alpha NAC"
			mips_04
			mips_05
			mips_05_04
			mips_05_07
			mips_06
			mips_06_04
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_10
			mips_37
			mips_37_03
			mips_37_03_13
			mips_40
			mips_40_03
			mips_63
			mips_63_01
			mips_63_03
			mips_98
	at_At4g16720	mips_05_01	"ribosomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_63_03_03
	at_At4g26230 -	mips_05_01_01	"putative ribosomal protein"
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g33250 -	mips_45	"unknown protein"
			mips_45_03
			mips_45_03_12
	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_At5g19510 -	mips_04_07	"elongation factor 1B alpha-subunit"
			mips_05_01
			mips_05_01_99
			mips_05_99
			mips_67_01
	at_At5g20920	mips_05_01	"translation initiation factor eIF-2 beta chain - like protein"
			mips_05_01_01
			mips_05_04_01
			mips_05_07
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02_03
			mips_63_03_03
	at_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_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_At5g35530 -	mips_05_01	"40S ribosomal protein S3"
			mips_05_01_01
	at_At5g41520	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_01
			mips_63_03_03
	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_At5g56710 -	mips_05_01	"60S ribosomal protein L31"
			mips_05_01_01
			mips_05_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	Training Accuracy: 19/28 (67.86%)
	Training Frequency class 'mips_63_03_03': 99/4529 (2.19%)

	Evaluation on validation data (2234 items):
	at_At1g09640 -	mips_05_04_02	"unknown protein"
			mips_05_07
			mips_05_10
			mips_05_99
	at_At1g24360 -	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g26880 -	mips_05_01	"60s ribosomal protein L34"
			mips_05_01_01
			mips_05_04
	at_At1g58380	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At1g72370 -	mips_05_01	"putative 40S ribosomal protein SA (laminin receptor-like protein)"
			mips_05_01_01
			mips_13_07
			mips_40_27
	at_At2g09990	mips_05_01	"40S ribosomal protein S16"
			mips_05_01_01
			mips_30_03
			mips_63_03_03
			mips_63_07
	at_At2g36160	mips_05_01	"40S ribosomal protein S14"
			mips_05_01_01
			mips_63_03_03
	at_At2g39990 -	mips_06_13_01	"26S proteasome regulatory subunit"
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	at_At2g40360 -	mips_10_01_09	"putative WD-40 repeat protein"
			mips_10_01_09_03
	at_At3g12390 -	mips_05_04	"putative protein"
			mips_05_07
			mips_14_01
			mips_14_01_03
			mips_30_10
			mips_37
			mips_37_03
			mips_37_03_13
	at_At3g13230 -	mips_04_01	"unknown protein"
			mips_04_01_04
	at_At3g24830	mips_05_01_01	"60S ribosomal protein, putative"
			mips_30_26
			mips_30_26_03
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At3g25520	mips_05_01	"ribosomal protein, putative"
			mips_05_01_01
			mips_40_10_07
			mips_63_03_03
	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_At3g62870 -	mips_04_05_01_04_03	"60S RIBOSOMAL PROTEIN L7A protein"
			mips_10_01_11
			mips_11_01_09
			mips_62_02_99
	at_At4g15000	mips_05_01	"ribosomal protein"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At4g18040 -	mips_03_01_99	"translation initiation factor eIF4E"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At4g18100 -	mips_05_01_01	"ribosomal protein L32 -like protein"
	at_At5g10360 -	mips_05_01	"40S ribsomal protein S6"
			mips_05_01_01
	at_At5g16130 -	mips_05_01	"40S ribosomal protein S7-like"
			mips_05_01_01
	at_At5g20180 -	mips_05_01	"ribosomal protein L36-like"
			mips_05_01_01
	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_At5g45620 -	mips_06_13_01	"26S proteasome subunit-like protein"
			mips_06_13_01_01
	at_At5g53560 -	mips_01_06_01	"cytochrome b5 (dbj|BAA74839.1)"
			mips_01_06_99
			mips_02_11
			mips_67_04
			mips_67_15
	at_At5g54580 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At5g61170	mips_05	"40S ribsomal protein S19 - like"
			mips_05_01_01
			mips_06_10
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_33_03_07
			mips_33_03_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_03_03
	Validation Accuracy: 8/26 (30.77%)
	Validation Frequency class 'mips_63_03_03': 54/2234 (2.42%)

	Evaluation on propertest data (3471 items):
	at_At1g07770 -	mips_05_01	"Putative 40S ribosomal protein S15A"
			mips_05_01_01
	at_At1g08360 -	mips_05_01	"putative ribosomal protein L10"
			mips_05_01_01
			mips_05_04
	at_At1g09780 -	mips_02_01	"putative 2,3-bisphosphoglycerate-independent phosphoglycerate mutase"
			mips_14_01_03
	at_At1g15930	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_07
			mips_63_03_03
	at_At1g23290	mips_05_01	"60s ribosomal protein l27a."
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At1g34030 -	mips_05_04_01	"ribosomal protein S18 - like"
	at_At1g43170	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_03
			mips_40_10_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_03
			mips_63_03_03
	at_At1g63780 -	mips_04_01	"putative U3 small nucleolar ribonucleoprotein"
			mips_04_01_04
	at_At1g73230 -	mips_01_05_04	"putative transcription factor BTF3 (RNA polymerase B transcription factor 3)"
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_25_05_25
	at_At2g18110 -	mips_04_07	"putative elongation factor 1-beta"
			mips_05_01
			mips_05_01_99
			mips_05_99
			mips_67_01
	at_At2g19740 -	mips_05_01	"60S ribosomal protein L31"
			mips_05_01_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g27530 -	mips_05_01_01	"60S ribosomal protein L10A"
	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_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_At3g45030	mips_05_01	"40S ribsomomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g49010 -	mips_05_01	"60S ribosomal protein L13, BBC1 protein"
			mips_05_01_01
	at_At3g57870 -	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_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_At3g61110	mips_05_01	"ribosomal protein S27"
			mips_05_01_01
			mips_05_04_01
			mips_63_03_01
			mips_63_03_03
			mips_63_17_09
	at_At3g62120	mips_05	"multifunctional aminoacyl-tRNA ligase-like protein"
			mips_05_10
			mips_06_10
			mips_63_03_03
			mips_63_11
	at_At4g09800	mips_05_01	"S18.A ribosomal protein"
			mips_05_01_01
			mips_05_04_01
			mips_63_03_03
	at_At4g10610 -	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g31700 -	mips_05_01	"ribosomal protein S6 - like"
			mips_05_01_01
	at_At4g34670	mips_05_01	"Putative S-phase-specific ribosomal protein"
			mips_05_01_01
			mips_63_03_03
	at_At4g40030 -	mips_30_10	"histone H3.3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g02500 -	mips_06_01	"dnaK-type molecular chaperone hsc70.1"
			mips_06_04
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g02870 -	mips_05_01_01	"60S ribosomal protein - like"
	at_At5g03850	mips_05_01	"RIBOSOMAL PROTEIN S28- like"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_40_07
			mips_63_03_03
	at_At5g07090	mips_05_01	"ribosomal protein S4"
			mips_05_01_01
			mips_63_02
			mips_63_03_03
	at_At5g27700 -	mips_05_01	"ribosomal protein S21 - like"
			mips_05_01_01
			mips_05_04
	at_At5g27770 -	mips_05_01	"60S ribosomal protein L22 - like"
			mips_05_01_01
			mips_63_13
			mips_63_13_99
	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
	at_At5g52470 -	mips_04_01	"fibrillarin homolog (Fbr1)"
			mips_04_01_04
			mips_04_05_05_01
			mips_40_10_07
	at_At5g59850 -	mips_05_01	"cytoplasmic ribosomal protein S15a - like"
			mips_05_01_01
	Propertest Accuracy: 14/34 (41.18%)
	Propertest Frequency class 'mips_63_03_03': 87/3471 (2.51%)

	New (unknown) data (2234 items):
	at_At1g27400 -	no entry	null
	at_At1g41880 -	no entry	null
	at_At2g36930 -	no entry	null
	at_At2g41840 -	mips_48	"40S ribosomal protein S2"
	at_At3g11830 -	mips_06_01	"putative T-complex protein 1, ETA subunit"
	at_At4g00100 -	no entry	null
	at_At4g27090 -	no entry	null
	at_At5g06360 -	no entry	null
	at_At1g07750 -	mips_65	"globulin like protein"
	at_At1g26470 -	no entry	null
	at_At1g33120 -	no entry	null
	at_At1g69620 -	no entry	null
	at_At2g25210 -	no entry	null
	at_At3g12050 -	no entry	null
	at_At3g62940 -	no entry	null
	at_At4g31180 -	mips_05_10	"aspartate--tRNA ligase - like protein"
	at_At1g72550 -	mips_05_10	"putative phenylalanyl-tRNA synthetase beta-subunit; PheHB"
	at_At3g48140 -	no entry	null
	at_At5g57290 -	mips_05_01	"60S acidic ribosomal protein P3"


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