Rule 294
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,hssp),desc(_2,in) = 0
	scop_e <= 0.0018
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),db_ref(_2,wormpep) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,arthropoda) = 0
	->  class mips_01_01_10_04 "degradation of amino acids of the pyruvate family"

	Evaluation on training data (2913 items):
	at_At1g10060	mips_01_01_01	"Highly Similar to branched-chain amino acid aminotransferase"
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At1g10070	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_03_03
			mips_03_03_01
			mips_20
			mips_40_16
	at_At3g06810	mips_01	"acetyl-coA dehydrogenase, putative"
			mips_01_01_10_04
			mips_02
			mips_01_05
			mips_01_06
			mips_01_06_04
			mips_02_11
			mips_02_25
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_67
			mips_67_15
	at_At3g45300	mips_01_01_01_15	"isovaleryl-CoA-dehydrogenase precursor (IVD)"
			mips_01_01_01_15_03
			mips_01_01_10_04
			mips_01_06_04
			mips_02_25
	at_At5g27410	mips_01_01	"amino acid aminotransferase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_20
			mips_40_16
	at_At5g57850	mips_01_01_01_11	"branched-chain amino acid aminotransferase-like protein"
			mips_01_01_01_11_09
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_05
			mips_01_01_10
			mips_01_01_10_04
			mips_03_03_01_01
			mips_30_34
			mips_30_34_07
	at_At5g65780	mips_01_01_01_15	"branched-chain amino acid aminotransferase"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	Training Accuracy: 7/7 (100.00%)
	Training Frequency class 'mips_01_01_10_04': 17/2913 (0.58%)

	Evaluation on validation data (1468 items):
	at_At1g50090	mips_01_01	"branched-chain amino acid aminotransferase, putative"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_16
	at_At1g50110	mips_01_01_01_15	"branched-chain amino acid aminotransferase like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At3g49680	mips_01_01_01_15	"branched-chain-amino-acid transaminase -like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_03_03_01_01
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_01_01_10_04': 7/1468 (0.48%)

	Evaluation on propertest data (2441 items):
	at_At3g19710	mips_01_01_01_15	"branched-chain amino acid aminotransferase, putative"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_03_03_01_01
	at_At3g51840	mips_01	"Short-chain acyl CoA oxidase"
			mips_01_01_10
			mips_01_01_10_04
			mips_02
			mips_01_05
			mips_01_06
			mips_01_06_04
			mips_02_11
			mips_02_25
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_16
			mips_40_19
			mips_67
			mips_67_15
	Propertest Accuracy: 2/2 (100.00%)
	Propertest Frequency class 'mips_01_01_10_04': 13/2441 (0.53%)

	New (unknown) data (1468 items):
	at_At1g06290 -	mips_01	"acyl-CoA oxidase, putative, 3' partial"
			mips_01_06
			mips_01_06_04
			mips_30
			mips_30_19
			mips_40
			mips_40_19
	at_At1g06310 -	mips_01_06_04	"hypothetical protein"
			mips_30_19
			mips_40_19
	at_At1g33330 -	mips_05_04	"peptide chain release factor, putative"
			mips_05_04_03
			mips_05_07
	at_At1g62850 -	mips_05	"hypothetical protein"
			mips_05_04
			mips_33
			mips_33_03
			mips_33_03_01
			mips_43
			mips_43_03
			mips_43_03_01
			mips_45
			mips_45_03
			mips_45_03_03
	at_At2g35690 -	mips_02	"putative acyl-CoA oxidase"
			mips_01_06
			mips_01_06_04
			mips_40_19
			mips_67_15
	at_At2g47020 -	mips_05	"putative peptide chain release factor"
			mips_05_04
			mips_05_04_03
			mips_05_07
			mips_40_16
			mips_63
			mips_98
	at_At3g57190 -	mips_05	"putative protein"
			mips_05_04
			mips_05_04_03
			mips_05_07
			mips_40_16
	at_At3g62910 -	mips_05	"translation releasing factor RF-1 -like protein"
			mips_05_04
			mips_05_04_03
			mips_05_07
			mips_40_16
	at_At4g16760 -	mips_01_06_04	"acyl-CoA oxidase like protein"
			mips_40_19
	at_At5g36170 -	mips_05_04_03	"translation releasing factor RF-2"
			mips_05_07
			mips_40_16
	at_At5g41880 -	mips_03_01	"DNA polymerase alpha subunit IV (primase)-like protein"
			mips_03_01_03
			mips_03_03
			mips_03_03_02
			mips_40_10_99
	at_At5g65110 -	mips_01_06_04	"acyl-CoA oxidase (gb|AAC13497.1)"
			mips_30_19
			mips_40_19


------------------
Rule 994
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	ss(_1,_3,a,_2),c_len(_2,30.0-1200.0) = 0
	ss(_1,_3,b,_2),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0),ss(_1,_4,c,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_3),notequal(_6,_2) = 1
	eval(_1,_2,0.0-9.0e-25),desc(_2,precursor) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
	->  class mips_01_01_10_05 "degradation of amino acids of the cysteine-aromatic group"

	Evaluation on training data (2913 items):
	at_At1g37130	mips_01_01_01_07	"nitrate reductase (At1g37130)"
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_30_27
			mips_30_27_01
	at_At1g72810	mips_01_01_01_07	"hypothetical protein"
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At1g77760	mips_01_01	"nitrate reductase 1 (NR1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_02
			mips_02_11
			mips_30
			mips_30_27
			mips_30_27_01
			mips_40_16
	at_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_At3g59760	mips_01_01_01_11	"cysteine synthase"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At3g61440	mips_01_01	"cysteine synthase (AtcysC1)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At4g11640	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_07
			mips_01_20_19
			mips_01_20_21
			mips_20_25_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g14880	mips_01_01_01_11	"cytosolic O-acetylserine(thiol)lyase (EC 4.2.99.8)"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At5g28030	mips_01_01_01_11	"cysteine synthase - like"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At5g54810	mips_01_01_01_07	"tryptophan synthase beta chain 1 precursor (sp|P14671)"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	Training Accuracy: 10/10 (100.00%)
	Training Frequency class 'mips_01_01_10_05': 103/2913 (3.54%)

	Evaluation on validation data (1468 items):
	at_At1g55880	mips_01_01_01_07	"hypothetical protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At2g43750	mips_01_01_01_11	"cysteine synthase (cpACS1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At5g20840 -	mips_01_20_01	"putative 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
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	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
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_01_01_10_05': 66/1468 (4.50%)

	Evaluation on propertest data (2441 items):
	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_At4g27070	mips_01_01_01_07	"tryptophan synthase beta-subunit (TSB2)"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At4g29840	mips_01_01_01	"threonine synthase"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
	at_At5g27200 -	mips_01_06_01	"acyl carrier protein precursor - like"
			mips_01_20_05
			mips_01_20_05_11
			mips_67_04
			mips_67_13
			mips_67_15
	Propertest Accuracy: 3/4 (75.00%)
	Propertest Frequency class 'mips_01_01_10_05': 82/2441 (3.36%)

	New (unknown) data (1468 items):
	at_At1g01900 -	mips_06_13	"hypothetical protein"
	at_At1g09640 -	mips_05_04_02	"unknown protein"
			mips_05_07
			mips_05_10
			mips_05_99
	at_At1g12560 -	mips_40_01	"hypothetical protein"
	at_At1g20190 -	mips_40_01	"expansin S2 precursor like protein"
	at_At1g26340 -	mips_01_06_99	"cytochrome b5 like protein"
			mips_02_11_05
	at_At1g26770 -	mips_30_01	"expansin 10"
			mips_40_01
	at_At1g54580 -	mips_01_06_01	"unknown protein"
			mips_02_11
			mips_02_11_05
			mips_63_09
			mips_67_04
			mips_67_15
	at_At1g54630 -	mips_02	"unknown protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_40_16
			mips_63_09
			mips_67_04
			mips_67_15
	at_At1g60660 -	mips_02_11_05	"Putative Cytochrome B5"
			mips_67_15
	at_At1g62980 -	mips_40_01	"expansin At-EXP6, putative"
	at_At1g65290 -	mips_02_11_05	"unknown protein"
			mips_25_05_25
			mips_63_09
			mips_67_13
	at_At1g69530 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At2g03090 -	mips_30_01	"expansin like protein"
			mips_40_01
	at_At2g20750 -	mips_40_01	"beta-expansin"
	at_At2g28950 -	mips_40_01	"putative expansin"
	at_At2g32720 -	mips_02_11_05	"putative cytochrome b5"
			mips_02_13
	at_At2g37640 -	mips_30_01	"putative expansin"
			mips_40_01
	at_At2g39700 -	mips_40_01	"putative expansin"
	at_At2g40610 -	mips_40_01	"putative expansin"
	at_At2g45110 -	mips_30_01	"putative beta-expansin"
			mips_40_01
	at_At2g46210 -	mips_01_06_99	"putative fatty acid desaturase/cytochrome b5 fusion protein"
	at_At3g29030 -	mips_40_01	"expansin At-EXP5"
	at_At3g45960 -	no entry	null
	at_At3g45970 -	no entry	null
	at_At3g55500 -	mips_40_01	"expansin-like protein"
	at_At3g60570 -	mips_30_01	"putative protein"
	at_At4g01630 -	mips_30	"putative expansin"
			mips_30_01
			mips_40_01
			mips_98
	at_At4g27670 -	mips_06_01	"heat shock protein 21"
	at_At4g28250 -	mips_30	"putative beta-expansin/allergen protein"
			mips_98
	at_At4g38210 -	mips_30_01	"expansin -like protein"
			mips_40_01
	at_At4g38400 -	no entry	null
	at_At5g02260 -	mips_40_01	"expansin precursor - like protein"
	at_At5g05290 -	mips_40_01	"expansin At-EXP2 (gb|AAB38073.1)"
	at_At5g16710 -	no entry	null
	at_At5g21150 -	mips_05_04_01	"zwille/pinhead-like protein"
			mips_05_07
			mips_63_03_03
	at_At5g39260 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39270 -	mips_30	"expansin-like protein"
			mips_40_01
			mips_98
	at_At5g39280 -	mips_40_01	"expansin-like protein"
	at_At5g39290 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39300 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39310 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g47630 -	mips_01_06_01	"acyl carrier protein-like"
			mips_02_11
			mips_02_11_05
			mips_25_05_25
			mips_63_09
			mips_67_04
			mips_67_13
			mips_67_15
	at_At5g48810 -	mips_02	"cytochrome b5 (dbj|BAA74840.1)"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_40_16
			mips_67_04
			mips_67_15
	at_At5g53560 -	mips_01_06_01	"cytochrome b5 (dbj|BAA74839.1)"
			mips_01_06_99
			mips_02_11
			mips_67_04
			mips_67_15
	at_At5g56320 -	mips_40_01	"expansin"
	at_At5g67360 -	no entry	null


------------------
Rule 274
	ss(_1,_3,b,_2),alpha_dist(_1,33.33-45.54),c_len(_2,1.0-3.0),b_len(_3,3.0-6.0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,c,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,hssp),desc(_2,in) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,archaea),keyword(_2,complete_proteome) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),db_ref(_2,wormpep) = 0
	scop_e <= 0.0018
	seq_gravy > -0.415
	->  class mips_01_06_01_01 "phospholipid biosynthesis"

	Evaluation on training data (2913 items):
	at_At1g20490	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g20500	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At1g20560	mips_01_06_01_01	"unknown protein (At1g20560)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g21530	mips_02	"amp-binding protein, putative"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g21540	mips_01_05_01_01_03	"amp-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g51680	mips_01_06_01_01	"4-coumarate--coenzyme A ligase (At4CL1)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g65880	mips_01_06_01	""
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_02_99
			mips_30_01
	at_At1g66120	mips_01_06_01_01	"hypothetical protein"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g68270	mips_02	"putative amp-binding protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_25
	at_At1g75960	mips_01_05_01_01_03	"AMP-binding protein, putative"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g76290	mips_01_05_01_01_03	"putative AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_40_19
	at_At1g77240	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At2g04350	mips_01	"putative acyl-CoA synthetase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_20
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_02
			mips_40_03
			mips_40_16
	at_At3g16910	mips_01_06_01	"AMP-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_20_03
			mips_40_27
			mips_40_27_99
	at_At3g23790	mips_01_06_01_01	"AMP-binding protein, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
	at_At4g19010	mips_01_05_01_01_03	"4-coumarate-CoA ligase - like"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g16340	mips_01_05_01_01	"AMP-binding protein"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	Training Accuracy: 17/17 (100.00%)
	Training Frequency class 'mips_01_06_01_01': 38/2913 (1.30%)

	Evaluation on validation data (1468 items):
	at_At1g20480	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_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_At2g35560 -	mips_14_10_02	"putative serpin"
			mips_14_10_02_01
			mips_20_25
			mips_20_25_16_09
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_13
			mips_63_13_99
	at_At5g04050 -	mips_01_03_16	"maturase -like protein"
			mips_03_01_05_01
			mips_04_05_05_01
	at_At5g63380	mips_01_05_01_01_03	"4-coumarate-CoA ligase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Validation Accuracy: 3/5 (60.00%)
	Validation Frequency class 'mips_01_06_01_01': 14/1468 (0.95%)

	Evaluation on propertest data (2441 items):
	at_At1g20510	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g30520	mips_01_05_01_01_03	"unknown protein (At1g30520)"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_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_At1g62940	mips_01_06_01_01	"4-coumarate:coenzyme A ligase, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g63280 -	mips_14_10	"hypothetical protein"
			mips_14_10_02
			mips_14_10_02_01
			mips_20_25_16
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g64020 -	mips_62_01_07	"hypothetical protein"
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g64400 -	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At1g65890	mips_01_06_01_01	"putative protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g74350 -	mips_01_03_16	"putative type II intron maturase"
			mips_04_05_05_01
	at_At2g17650	mips_01_06_01_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_35_01
			mips_02_25
	at_At3g21230	mips_02	"putative 4-coumarate:CoA ligase 2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g21240	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase 2"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g26720 -	mips_06_07_02	"alpha-mannosidase, putative"
			mips_06_07_02_01
			mips_40_25
	at_At3g48990	mips_01_05_01_01	"4-coumarate-CoA ligase -like protein"
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_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_At5g16370	mips_01_05_01_01_03	"AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g23050	mips_01_05_01_01_03	"acetyl-CoA synthetase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g36880 -	mips_01_05_01_01_03	"acetyl-CoA synthetase"
			mips_01_06_01
			mips_01_06_01_05
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At5g38120	mips_01_05_01_01_03	"4-coumarate--CoA ligase -like protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Propertest Accuracy: 11/19 (57.89%)
	Propertest Frequency class 'mips_01_06_01_01': 34/2441 (1.39%)

	New (unknown) data (1468 items):
	at_At1g02010 -	mips_04_09	"hypothetical protein"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03
			mips_13_03_01
			mips_25_05_25
			mips_40_09
	at_At1g12360 -	mips_04_09	"unknown protein (At1g12360)"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_13_03_99
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_02
			mips_30_03
			mips_40_03
			mips_40_09
			mips_63_01
	at_At1g47520 -	mips_29_01	"hypothetical protein"
			mips_29_02
			mips_29_99
	at_At1g77140 -	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03
			mips_13_03_01
			mips_13_03_99
			mips_30_02
			mips_30_03
			mips_30_09
			mips_30_25
			mips_40_08
			mips_40_09
			mips_40_25
	at_At2g06950 -	no entry	null
	at_At2g15870 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g15920 -	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g17980 -	mips_08_07	"putative SEC1 family transport protein"
			mips_08_07_27
			mips_40_08
			mips_40_09
	at_At2g25830 -	no entry	null
	at_At3g30570 -	no entry	null
	at_At3g48370 -	mips_29	"putative protein"
	at_At3g54860 -	mips_08_07_07	"vacuolar protein sorting protein 33 (VPS33)"
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03_99
			mips_30_02
			mips_30_03
			mips_30_09
			mips_40_09
			mips_45_03_17
			mips_62_02_99
	at_At3g54970 -	no entry	null
	at_At4g05160 -	no entry	null
	at_At4g12120 -	mips_08_07_07	"putative protein"
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03_99
			mips_30_02
			mips_30_03
			mips_30_09
			mips_40_09
	at_At4g15860 -	mips_10	"retrotransposon like protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
			mips_99
	at_At4g17450 -	mips_29_01	"retrotransposon like protein"
			mips_29_02
			mips_29_99
	at_At4g27200 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At4g31740 -	mips_08_07	"putative protein"
			mips_40_08
			mips_40_09
	at_At4g36100 -	no entry	null


------------------
Rule 880
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	ss(_1,_3,a,_2),coil_dist(_1,53.24-60.98),c_len(_2,9.0-11.0) = 1
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03) = 1
	->  class mips_01_20_17_01 "biosynthesis of nonprotein amino acids"

	Evaluation on training data (2913 items):
	at_At1g18140	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At1g71040	mips_01_20	"putative spore coat protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_01
			mips_01_20_99
			mips_08
			mips_08_19
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_05_01_99
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_99
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_02
			mips_40_34
			mips_40_34_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At1g75790	mips_01_20_17	"polymer protein, putative"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g29130	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g30210	mips_01_20_17_01	"putative laccase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g38080	mips_01_20_17_01	"putative diphenol oxidase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g13390	mips_01_20_17_01	"L-ascorbate oxidase precursor, putative"
			mips_11_07_03
	at_At3g13400	mips_01_20	"pollen specific protein, putative"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At4g12420	mips_01_20	"pollen-specific protein - like predicted GPI-anchored protein"
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_30_01
	at_At4g25240	mips_01_05	"Pollen-specific protein precursor like"
			mips_01_20_17
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
			mips_30
	at_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_At5g05390	mips_01_20_17	"laccase (diphenol oxidase)"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g07130	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g51480	mips_01_20_17_01	"predicted GPI-anchored protein"
			mips_11_07_03
			mips_11_07_99
	at_At5g58910	mips_01_20_17_01	"laccase precursor - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_01_20_17_01': 23/2913 (0.79%)

	Evaluation on validation data (1468 items):
	at_At1g21860	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At1g55570	mips_01_20_17_01	"overlap with bases 100,099-109,160 of 'IGF' clone F20N2, gb|AC002328. This region is annotated in the F20N2 entry, gb|AC002328"
			mips_11_07_03
	at_At1g76160	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
	at_At2g34860 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_05
			mips_06
			mips_06_01
			mips_06_04
			mips_08
			mips_08_04
			mips_08_07
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_03
			mips_40_07
			mips_99
	at_At5g36210 -	mips_20_25_16	"acyl-peptide hydrolase-like"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_07
	at_At5g45400 -	mips_03_01_03	"replication protein A1-like"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05_04
			mips_40_10_99
	Validation Accuracy: 3/6 (50.00%)
	Validation Frequency class 'mips_01_20_17_01': 5/1468 (0.34%)

	Evaluation on propertest data (2441 items):
	at_At1g35540 -	mips_04_05	"auxin response factor, putative"
			mips_04_05_01
			mips_04_05_01_04
			mips_10_01
			mips_10_01_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25
			mips_25_03
	at_At1g41830	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_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_At2g23630	mips_01_20_17_01	"putative pectinesterase"
			mips_11_07_03
			mips_11_07_99
	at_At2g31030 -	mips_03_01_09	"putative oxysterol-binding protein"
			mips_03_01_09_05
			mips_63_09
	at_At2g40370	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g46570	mips_01_20_17_01	"diphenol oxidase like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g09220	mips_01_20_17	"putative laccase"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At4g22010	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
	at_At5g01040	mips_01	"laccase -like protein"
			mips_01_07
			mips_01_07_04
			mips_01_20
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11
			mips_11_07
			mips_11_07_03
			mips_11_07_99
			mips_99
	at_At5g01190	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g48450	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
	at_At5g60020	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	Propertest Accuracy: 10/13 (76.92%)
	Propertest Frequency class 'mips_01_20_17_01': 20/2441 (0.82%)

	New (unknown) data (1468 items):
	at_At1g02410 -	mips_01	"hypothetical protein"
			mips_01_07
			mips_01_07_01
			mips_02_11_07
			mips_02_13
			mips_06
			mips_06_01
			mips_06_10
			mips_30
			mips_40_16
			mips_63_01
			mips_63_21
			mips_63_21_01
			mips_67
			mips_67_15
	at_At1g05930 -	mips_99	"hypothetical protein, 3' partial"
	at_At1g11490 -	no entry	null
	at_At1g23590 -	no entry	null
	at_At1g30980 -	mips_29_02	"F17F8.10"
	at_At1g37050 -	mips_29	"putative non-LTR retroelement reverse transcriptase"
			mips_29_01
			mips_29_02
			mips_29_99
			mips_99
	at_At1g50930 -	no entry	null
	at_At1g60340 -	no entry	null
	at_At1g62240 -	no entry	null
	at_At1g66610 -	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_14_04
			mips_25_05
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At1g69900 -	no entry	null
	at_At1g78880 -	no entry	null
	at_At2g01050 -	no entry	null
	at_At2g05650 -	no entry	null
	at_At2g07490 -	mips_29_02	"putative Athila retroelement ORF1 protein"
	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_At2g20170 -	no entry	null
	at_At2g24680 -	no entry	null
	at_At2g24690 -	no entry	null
	at_At2g39950 -	no entry	null
	at_At2g44210 -	no entry	null
	at_At2g44250 -	no entry	null
	at_At2g44760 -	no entry	null
	at_At2g46530 -	mips_20_20	"putative ARF1 family auxin responsive transcription factor"
			mips_20_20_18
	at_At2g46580 -	mips_01_07	"unknown protein"
			mips_67_15
	at_At3g25780 -	no entry	null
	at_At3g27470 -	no entry	null
	at_At3g29790 -	no entry	null
	at_At3g42390 -	no entry	null
	at_At3g43880 -	no entry	null
	at_At3g53540 -	no entry	null
	at_At3g53950 -	mips_01_06	"putative protein"
			mips_01_06_01
			mips_98
	at_At3g57380 -	no entry	null
	at_At3g58600 -	no entry	null
	at_At3g59220 -	no entry	null
	at_At4g00920 -	no entry	null
	at_At4g02770 -	mips_02_30	"putative photosystem I reaction center subunit II precursor"
			mips_40_26
			mips_40_26_03
	at_At4g04590 -	no entry	null
	at_At4g08120 -	no entry	null
	at_At4g14030 -	mips_01_04	"selenium-binding protein like"
			mips_02_11
			mips_11_07
			mips_63_17
			mips_63_17_11
			mips_67_15
	at_At4g14570 -	no entry	null
	at_At4g16120 -	mips_11_07_99	"predicted GPI-anchored protein (by homology)"
	at_At4g20380 -	mips_14_10	"zinc-finger protein Lsd1"
	at_At4g37420 -	no entry	null
	at_At4g39420 -	no entry	null
	at_At5g09780 -	no entry	null
	at_At5g17640 -	no entry	null
	at_At5g18720 -	no entry	null
	at_At5g25470 -	no entry	null
	at_At5g37910 -	mips_14_10	"putative 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
	at_At5g39890 -	no entry	null
	at_At5g40110 -	no entry	null
	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_At5g42660 -	no entry	null
	at_At5g43310 -	no entry	null
	at_At5g49270 -	mips_11_07_99	"predicted GPI-anchored protein"
	at_At5g51290 -	mips_01_04	"unknown protein"
			mips_10_05
			mips_63_17
			mips_63_17_01
	at_At5g52700 -	no entry	null
	at_At5g55820 -	no entry	null
	at_At5g60000 -	no entry	null
	at_At5g60150 -	no entry	null


------------------
Rule 390
	seq_mg10_ratio > 0.109
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,0.0-5.15),a_len(_4,6.0-9.0) = 1
	seq_gravy > -0.415
	scop_c.87 > 1.6e-23
	eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),db_ref(_2,interpro) = 0
	->  class mips_01_20_35_01 "biosynthesis of phenylpropanoids"

	Evaluation on training data (2913 items):
	at_At1g48820	mips_01_20_13	"hypothetical protein"
			mips_01_20_35_01
	at_At1g79460	mips_01_20_13	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g23230	mips_01_20_13	"putative vetispiradiene synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g37140	mips_01_20_13	"putative vetispiradiene synthase"
			mips_01_20_35
			mips_01_20_35_01
	at_At3g14490	mips_01_20_13	"terpene synthase-related protein, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g29190	mips_01_20	"terpene synthase-related protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g32030	mips_01_20_13	"terpene synthase, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g02780	mips_01_20	"ent-kaurene synthetase A - like protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At4g09010	mips_01_20	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_05
			mips_11_07
	at_At4g13280	mips_01_20_13	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g13300	mips_01_20_13	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g15870	mips_01_20_13	"delta-cadinene synthase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g20230	mips_01_20_13	"terpene cyclase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g44630	mips_01_20_13	"terpene cyclase/synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Training Accuracy: 14/14 (100.00%)
	Training Frequency class 'mips_01_20_35_01': 134/2913 (4.60%)

	Evaluation on validation data (1468 items):
	at_At1g04950 -	mips_03_01_09	"putative TATA binding protein-associated factor (F13M7.6)"
			mips_03_01_09_05
			mips_04_05_01_01
	at_At1g61680	mips_01_20	"hypothetical protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g66020	mips_01	"hypothetical protein"
			mips_01_20
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_99
	at_At2g03780 -	mips_03_01_05_03	"unknown protein"
	at_At3g14540	mips_01_20_13	"hypothetical protein"
			mips_01_20_35_01
	at_At3g25810	mips_01_20_13	"terpene synthase-related protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g45190 -	mips_14_04_03	"putative protein"
			mips_14_04_03_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_At5g23960	mips_01_20_13	"(+)-delta-cadinene synthase (d-cadinene synthase)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Validation Accuracy: 6/9 (66.67%)
	Validation Frequency class 'mips_01_20_35_01': 57/1468 (3.88%)

	Evaluation on propertest data (2441 items):
	at_At1g31950	mips_01_20_13	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g70080	mips_01_20_13	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g14520	mips_01_20	"hypothetical protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g29110	mips_01_20_13	"putative terpene synthase-related protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g15890 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_14_01_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At4g20200	mips_01_20	"terpene cyclase like protein"
			mips_01_20_13
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g03470 -	mips_06_07_03	"AtB'alpha regulatory subunit of PP2A"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_62_01_07
	at_At5g19820 -	mips_08_01	"unknown protein"
			mips_25_05_10
			mips_40_10_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At5g65280 -	mips_10_01_05	"G protein-coupled receptor-like protein"
			mips_10_01_05_05
			mips_47_03_15
			mips_47_03_15_07
	Propertest Accuracy: 5/9 (55.56%)
	Propertest Frequency class 'mips_01_20_35_01': 98/2441 (4.01%)

	New (unknown) data (1468 items):
	at_At1g02420 -	no entry	null
	at_At1g03560 -	mips_04_05_99	"hypothetical protein"
	at_At1g05750 -	no entry	null
	at_At1g06270 -	mips_04_05_99	"unknown protein"
	at_At1g07590 -	no entry	null
	at_At1g09680 -	no entry	null
	at_At1g09900 -	mips_04_05_99	"hypothetical protein"
	at_At1g10820 -	no entry	null
	at_At1g10910 -	mips_04_05_99	"membrane-associated salt-inducible protein isolog"
	at_At1g11630 -	mips_04_05	"putative membrane-associated salt-inducible protein"
			mips_04_05_99
	at_At1g12300 -	mips_04_05_99	"hypothetical protein"
	at_At1g12620 -	mips_04_05_99	"putative protein"
	at_At1g15480 -	mips_02_30	"hypothetical protein"
			mips_04_05_99
	at_At1g15510 -	no entry	null
	at_At1g20230 -	no entry	null
	at_At1g22960 -	mips_04_05_99	"putative salt-inducible protein"
	at_At1g23450 -	no entry	null
	at_At1g25420 -	no entry	null
	at_At1g26460 -	no entry	null
	at_At1g26500 -	mips_04_05_99	"hypothetical protein"
	at_At1g28690 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g31840 -	mips_04_05_99	"hypothetical protein"
	at_At1g32350 -	no entry	null
	at_At1g33940 -	no entry	null
	at_At1g43800 -	mips_01_06_01	"stearoyl acyl carrier protein desaturase, putative"
			mips_40_26
			mips_40_26_03
	at_At1g43980 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g50270 -	mips_02_30	"hypothetical protein"
	at_At1g53600 -	no entry	null
	at_At1g60070 -	mips_08_07_07	"hypothetical protein"
			mips_30_09
			mips_40_09
	at_At1g63070 -	no entry	null
	at_At1g63130 -	mips_04_05_99	"unknown protein"
	at_At1g64100 -	no entry	null
	at_At1g64580 -	no entry	null
	at_At1g69290 -	mips_04_05_99	"putative protein"
	at_At1g71210 -	no entry	null
	at_At1g71490 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g80150 -	mips_04_05_99	""
	at_At1g80880 -	mips_06_01	"hypothetical protein"
	at_At2g01360 -	no entry	null
	at_At2g01510 -	no entry	null
	at_At2g02980 -	no entry	null
	at_At2g16880 -	mips_04_05_99	"putative salt-inducible protein"
	at_At2g17140 -	no entry	null
	at_At2g17670 -	no entry	null
	at_At2g19280 -	mips_04_05_99	"putative salt-inducible protein"
	at_At2g20540 -	mips_99	"unknown protein"
	at_At2g22070 -	no entry	null
	at_At2g22410 -	no entry	null
	at_At2g26780 -	no entry	null
	at_At2g33680 -	mips_02_30	"hypothetical protein"
	at_At2g34400 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g35130 -	no entry	null
	at_At2g36240 -	no entry	null
	at_At2g39230 -	no entry	null
	at_At2g39620 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g41720 -	mips_04_05_99	"putative salt-inducible protein"
	at_At2g48000 -	mips_04_05_99	"hypothetical protein"
	at_At3g07290 -	mips_04_05_99	"hypothetical protein"
	at_At3g08820 -	no entry	null
	at_At3g09040 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g09700 -	mips_08_99	"unknown protein"
			mips_11_01_05
	at_At3g11460 -	no entry	null
	at_At3g13330 -	no entry	null
	at_At3g15590 -	no entry	null
	at_At3g15930 -	no entry	null
	at_At3g16890 -	mips_04_05_99	"hypothetical protein"
	at_At3g17370 -	no entry	null
	at_At3g18020 -	mips_04_05_99	"hypothetical protein"
	at_At3g18110 -	no entry	null
	at_At3g18840 -	no entry	null
	at_At3g18970 -	mips_30_26	"hypothetical protein"
			mips_30_26_03
	at_At3g20800 -	mips_25_05_23	"putative cell differentiation protein"
	at_At3g22360 -	no entry	null
	at_At3g22470 -	mips_04_05_99	"hypothetical protein"
	at_At3g22690 -	no entry	null
	at_At3g22990 -	no entry	null
	at_At3g29200 -	mips_01_20_15	"chorismate mutase"
	at_At3g42570 -	mips_11_07_99	"putative protein"
	at_At3g47530 -	no entry	null
	at_At3g47840 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g49710 -	no entry	null
	at_At3g51310 -	mips_08_13	"vacuolar sorting protein 35 homolog"
			mips_30_07
			mips_40_22
			mips_40_25
	at_At3g53360 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g54980 -	mips_02_30	"putative protein"
			mips_04_05_99
	at_At3g57430 -	no entry	null
	at_At3g61360 -	no entry	null
	at_At3g61520 -	no entry	null
	at_At4g01400 -	no entry	null
	at_At4g04790 -	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At4g13650 -	no entry	null
	at_At4g14820 -	no entry	null
	at_At4g18750 -	no entry	null
	at_At4g19220 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g19440 -	mips_04_05_99	"putative protein"
	at_At4g20090 -	mips_04_05_99	"membrane-associated salt-inducible-like protein"
	at_At4g21170 -	no entry	null
	at_At4g21880 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
	at_At4g22760 -	no entry	null
	at_At4g26680 -	no entry	null
	at_At4g28010 -	mips_04_05_99	"putative protein"
	at_At4g31850 -	no entry	null
	at_At4g32050 -	no entry	null
	at_At4g35130 -	no entry	null
	at_At4g37170 -	no entry	null
	at_At5g03030 -	mips_06_01	"DNAJ protein - like"
			mips_08_99
			mips_11_01_05
			mips_40_07
	at_At5g07450 -	mips_01_04_04	"putative protein"
			mips_01_05_04
			mips_02_19
	at_At5g08510 -	no entry	null
	at_At5g09950 -	no entry	null
	at_At5g11310 -	mips_04_05_99	"putative protein"
	at_At5g14080 -	mips_04_05_99	"putative protein"
	at_At5g15280 -	no entry	null
	at_At5g16640 -	no entry	null
	at_At5g17620 -	no entry	null
	at_At5g19020 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g25630 -	mips_04_05_99	"putative protein"
	at_At5g27270 -	mips_05_07	"putative protein"
	at_At5g27520 -	no entry	null
	at_At5g28380 -	no entry	null
	at_At5g28460 -	mips_04_05_99	"putative protein"
	at_At5g37430 -	no entry	null
	at_At5g37470 -	no entry	null
	at_At5g42310 -	mips_04_05_99	"maize crp1 protein-like"
	at_At5g44090 -	mips_03_01	"protein phosphatase 2A 62 kDa B'' regulatory subunit (gb|AAD45158.1)"
			mips_03_01_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10_05
			mips_13_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At5g46460 -	no entry	null
	at_At5g46580 -	mips_04_05_99	"putative protein"
	at_At5g48910 -	no entry	null
	at_At5g52350 -	mips_08_16	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_40_04_03
	at_At5g52850 -	no entry	null
	at_At5g55740 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g59900 -	mips_04_05	"putative protein"
			mips_04_05_99
	at_At5g61400 -	mips_04_05_99	"putative protein"
	at_At5g61650 -	mips_02	"PREG-like - like protein"
			mips_01_04
			mips_01_04_04
			mips_01_05_04
			mips_02_19
			mips_03_03
			mips_03_03_01
	at_At5g62600 -	mips_04_07	"putative protein"
			mips_04_09
			mips_08_01
			mips_40_10_05
	at_At5g64210 -	mips_40	"alternative oxidase 2 (sp|O22049)"
			mips_40_16
	at_At5g66520 -	no entry	null


------------------
Rule 277
	ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93) = 1
	ss(_1,_3,b,_2),alpha_dist(_1,33.33-45.54),c_len(_2,1.0-3.0),b_len(_3,3.0-6.0) = 0
	ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,c,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 0
	eval(_1,_2,0.0-9.0e-25),species(_2,mycobacterium_tuberculosis),keyword(_2,hypothetical_protein) = 1
	scop_e <= 0.0018
	->  class mips_01_20_35_01 "biosynthesis of phenylpropanoids"

	Evaluation on training data (2913 items):
	at_At1g20490	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g20500	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At1g20560	mips_01_06_01_01	"unknown protein (At1g20560)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g21530	mips_02	"amp-binding protein, putative"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g21540	mips_01_05_01_01_03	"amp-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g51680	mips_01_06_01_01	"4-coumarate--coenzyme A ligase (At4CL1)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g65880	mips_01_06_01	""
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_02_99
			mips_30_01
	at_At1g66120	mips_01_06_01_01	"hypothetical protein"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At1g68270	mips_02	"putative amp-binding protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_25
	at_At1g75960	mips_01_05_01_01_03	"AMP-binding protein, putative"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g76290 -	mips_01_05_01_01_03	"putative AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_40_19
	at_At1g77240	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g16910	mips_01_06_01	"AMP-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_20_03
			mips_40_27
			mips_40_27_99
	at_At3g23790	mips_01_06_01_01	"AMP-binding protein, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
	at_At4g19010	mips_01_05_01_01_03	"4-coumarate-CoA ligase - like"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g16340	mips_01_05_01_01	"AMP-binding protein"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	Training Accuracy: 15/16 (93.75%)
	Training Frequency class 'mips_01_20_35_01': 134/2913 (4.60%)

	Evaluation on validation data (1468 items):
	at_At1g20480	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_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_At5g63380	mips_01_05_01_01_03	"4-coumarate-CoA ligase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_01_20_35_01': 57/1468 (3.88%)

	Evaluation on propertest data (2441 items):
	at_At1g20510 -	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g30520	mips_01_05_01_01_03	"unknown protein (At1g30520)"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g62940	mips_01_06_01_01	"4-coumarate:coenzyme A ligase, putative"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g64400 -	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At1g65890	mips_01_06_01_01	"putative protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_25
	at_At2g17650	mips_01_06_01_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_35_01
			mips_02_25
	at_At3g21230	mips_02	"putative 4-coumarate:CoA ligase 2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g21240	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase 2"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g48990	mips_01_05_01_01	"4-coumarate-CoA ligase -like protein"
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At5g16370	mips_01_05_01_01_03	"AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g23050 -	mips_01_05_01_01_03	"acetyl-CoA synthetase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_30_01
			mips_40_19
	at_At5g38120	mips_01_05_01_01_03	"4-coumarate--CoA ligase -like protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Propertest Accuracy: 9/12 (75.00%)
	Propertest Frequency class 'mips_01_20_35_01': 98/2441 (4.01%)

	New (unknown) data (1468 items):
	at_At1g06560 -	mips_03_01_03	"unknown protein"
			mips_04_01
			mips_04_01_04
			mips_04_03
			mips_04_03_06
			mips_40_10_07
	at_At4g05160 -	no entry	null
	at_At4g23160 -	mips_29	"putative protein"
			mips_29_01
			mips_29_99
			mips_99


------------------
Rule 298
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,hssp),desc(_2,in) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,667.0-1005.0),classification(_2,arthropoda) = 0
	scop_e <= 0.0018
	->  class mips_03_01_05_03 "DNA recombination"

	Evaluation on training data (2913 items):
	at_At1g20390	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At2g06170	mips_03_01_05_03	"putative Ty3-gypsy-like retroelement pol polyprotein"
	at_At2g06470	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g06890	mips_03_01	"putative retroelement integrase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g07660	mips_03	"putative retroelement pol polyprotein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
			mips_63_03
	at_At2g10690	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At2g11680	mips_03_01	"putative retroelement pol polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_06_13
			mips_29
			mips_29_01
	at_At2g14040	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g14640	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At3g13170	mips_03_01_05_03	"topoisomerase VIA (SPO11 gene 1), putative"
			mips_03_01_05_03_01
			mips_03_03_02
			mips_25_05_25
	at_At3g30800	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_06
			mips_06_13
			mips_29
	at_At4g04230	mips_03_01_05_03	"putative transposon protein"
			mips_29_01
	at_At4g07600	mips_03_01	""
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At4g07850	mips_03_01_03	"putative polyprotein"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At5g02820	mips_03_01_05_03	"meiosis specific - like protein"
			mips_03_01_05_03_01
			mips_03_03_02
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_03_01_05_03': 63/2913 (2.16%)

	Evaluation on validation data (1468 items):
	at_At1g34080	mips_03_01_05_03	"putative protein"
			mips_29_01
	at_At1g36590	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
	at_At1g63990	mips_03_01_05_03	"hypothetical protein"
			mips_03_01_05_03_01
			mips_03_03_02
			mips_25_05_25
	at_At1g68990 -	mips_03_01	"DNA-directed RNA polymerase"
			mips_03_01_03
			mips_04_05_01_01
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At2g04670	mips_03_01	"putative retroelement pol polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g05610	mips_03_01	"putative retroelement pol polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g14400	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At4g03800	mips_03_01_03	""
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At5g63990 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_10_01_09
			mips_10_01_09_11
	Validation Accuracy: 7/9 (77.78%)
	Validation Frequency class 'mips_03_01_05_03': 36/1468 (2.45%)

	Evaluation on propertest data (2441 items):
	at_At1g35370	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g37060	mips_03_01_05_03	"Athila retroelment ORF 1, putative"
	at_At2g14380	mips_03_01_05_03	"putative retroelement pol polyprotein"
			mips_29_01
	at_At2g14650	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At2g15410	mips_03_01_05_03	"putative retroelement pol polyprotein"
	at_At3g11970	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_03
			mips_29_01
	at_At3g57660 -	mips_04_01	"DNA-directed RNA polymerase I 190K chain - like protein"
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_07
	at_At4g03650	mips_03_01_03	"putative reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At4g08100	mips_03_01	"putative polyprotein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At4g10580	mips_03_01_05_03	"putative reverse-transcriptase -like protein"
			mips_29_01
	at_At5g15700 -	mips_04_05_01_01	"DNA-directed RNA polymerase (mitochondrial)"
			mips_40_26
			mips_40_26_03
	at_At5g45140 -	mips_04_01	"DNA-directed RNA polymerase subunit"
			mips_04_01_01
			mips_04_05_01_01
	at_At5g63960 -	mips_03_01_05_01	"DNA polymerase III catalytic subunit"
	at_At5g67100 -	mips_03_01_05_01	"DNA polymerase alpha 1"
	Propertest Accuracy: 9/14 (64.29%)
	Propertest Frequency class 'mips_03_01_05_03': 55/2441 (2.25%)

	New (unknown) data (1468 items):
	at_At1g31210 -	no entry	null
	at_At1g36620 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At1g37110 -	mips_29_01	""
			mips_29_99
	at_At1g48710 -	mips_29	"hypothetical protein"
			mips_29_02
	at_At1g53810 -	mips_29_01	""
			mips_29_99
	at_At1g57640 -	mips_29_01	""
			mips_29_99
	at_At1g58140 -	mips_29_01	"hypothetical protein"
			mips_29_02
	at_At1g60020 -	mips_29	"hypothetical protein"
	at_At1g70010 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At2g04490 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g07550 -	no entry	null
	at_At2g13930 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g13940 -	mips_29	"putative retroelement pol polyprotein"
			mips_29_01
			mips_29_99
	at_At2g16000 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g16670 -	mips_10	"putative retroelement pol polyprotein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g17490 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
	at_At2g20460 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At3g25450 -	mips_10_01_01	"hypothetical protein"
			mips_29
	at_At3g59720 -	mips_29_01	"copia-type reverse transcriptase-like protein"
	at_At4g03810 -	mips_29	"putative retrotransposon protein"
			mips_29_02
	at_At4g07840 -	mips_29_01	"putative transposon protein"
	at_At4g21360 -	mips_29_01	"putative transposable element"
			mips_29_02
			mips_29_99
	at_At4g22040 -	mips_29	"LTR retrotransposon like protein"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g32220 -	mips_29	"hypothetical protein"
	at_At5g16850 -	mips_03_01	"telomerase reverse transcriptase"
			mips_03_01_03
			mips_03_99
			mips_13_11
			mips_30_10
			mips_30_10_03
			mips_40_10_03


------------------
Rule 905
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	ss(_1,_3,a,_2),c_len(_2,15.0-30.0),a_len(_3,11.0-15.0) = 0
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 1
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,0.0-5.15),a_len(_4,15.0-30.0) = 0
	seq_wq5_ratio <= 0.065
	seq_wm9_ratio <= 0.15
	ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),c_len(_3,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,41.76-48.08) = 0
	ss(_1,_3,a,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 0
	seq_iw5_ratio <= 0.046
	->  class mips_06_13_01_01 "proteasomal degradation"

	Evaluation on training data (2913 items):
	at_At1g13060	mips_03_03_02	"proteasome epsilon chain precursor"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
	at_At1g16470	mips_04_05	"20S proteasome subunit PAB1"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_03
			mips_63_01
	at_At1g47250	mips_04_05_01_04_01	"20S proteasome subunit PAF2"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
	at_At1g53850	mips_03_03_02	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_11_99
			mips_14_04_03
			mips_14_04_03_05
			mips_40_07
	at_At1g77440	mips_03_03_02	"putative 20S proteasome beta subunit PBC2"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
	at_At2g27020	mips_06_13_01	"20S proteasome subunit C8 (PAG1/PRC8_ARATH)"
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
	at_At3g14290	mips_03_03_02	"20S proteasome subunit PAE2"
			mips_06_13_01
			mips_06_13_01_01
			mips_11_99
			mips_14_04_03
			mips_14_04_03_05
	at_At3g22110	mips_06_13_01	"20S proteasome subunit PAC1"
			mips_06_13_01_01
			mips_30_04
			mips_40_07
	at_At3g26340	mips_03	"26S proteasome beta subunit like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_06
			mips_06_07
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_20
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_40_03
			mips_40_07
			mips_63
			mips_63_01
	at_At3g27430	mips_06_13_01	"20S proteasome beta subunit (PBB1)"
			mips_06_13_01_01
			mips_20_25_16
			mips_30_03
	at_At3g60820	mips_03_03_02	"proteasome component C5"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03_05
			mips_20_25_16_03
			mips_20_25_16_03_05
	at_At4g14800	mips_03_03_02	"proteasome chain protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_40_07
			mips_65
	at_At4g28470	mips_04_03	"putative protein"
			mips_04_03_03
			mips_06_07_11
			mips_06_13_01
			mips_06_13_01_01
	at_At4g31300	mips_03_03_02	"multicatalytic endopeptidase complex, proteasome precursor, beta subunit"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_65
	at_At5g14360	mips_05	"putative protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_07
			mips_06_07_07
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_06_13_01_01': 52/2913 (1.79%)

	Evaluation on validation data (1468 items):
	at_At1g21720	mips_03	"putative 20S proteasome beta subunit PBC2"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_06_07
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_05
			mips_40_03
			mips_40_07
	at_At2g05840	mips_04_05_01_04_01	"20S proteasome subunit (PAA2)"
			mips_06_13_01
			mips_06_13_01_01
	at_At3g22630	mips_03_03_01	"multicatalytic endopeptidase complex, proteasome component, beta subunit"
			mips_03_03_02
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_63_01
	at_At3g59980 -	mips_05_10	"unknown protein"
			mips_10
			mips_10_05_99
			mips_13_05
			mips_13_11
			mips_13_11_03
			mips_13_11_03_03
			mips_14_04_09
			mips_14_04_09_01
			mips_14_10
			mips_14_10_02
			mips_40_27
	at_At5g12040 -	mips_01_02_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g35590	mips_04_05_01_04_01	"multicatalytic endopeptidase complex alpha subunit-like"
			mips_06_13_01
			mips_06_13_01_01
	at_At5g40580	mips_06_13_01	"20S proteasome beta subunit PBB2"
			mips_06_13_01_01
			mips_30_03
	at_At5g66140	mips_04_05_01_04_01	"20S proteasome subunit PAD2 (gb|AAC32059.1)"
			mips_06_13_01
			mips_06_13_01_01
	Validation Accuracy: 6/8 (75.00%)
	Validation Frequency class 'mips_06_13_01_01': 25/1468 (1.70%)

	Evaluation on propertest data (2441 items):
	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_At1g79210	mips_04	""
			mips_04_05_01_04_01
			mips_05_01
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_10
			mips_63_01
	at_At3g51260	mips_04_05_01_04_01	"multicatalytic endopeptidase complex alpha chain"
			mips_06_13_01
			mips_06_13_01_01
			mips_40_07
	at_At4g08790 -	mips_01_02	"nitrilase 1 like protein"
			mips_01_02_01
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g09340 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_06_07_02
			mips_10_01_05_01
			mips_14_01_03
			mips_14_04_07
			mips_30_10
			mips_48
			mips_62_01
			mips_62_01_07
	at_At4g39370 -	mips_06_13_01	"unknown protein"
			mips_13_11_03
			mips_13_11_03_13
			mips_14_04_03
			mips_14_04_03_05
			mips_30_25
			mips_40_07
	at_At5g11900 -	mips_14_01_03_99	"unknown protein"
	at_At5g54260 -	mips_03_01_05_03	"DNA repair and meiosis protein Mre11 (emb|CAB50793.1)"
			mips_03_01_05_03_01
			mips_03_03_02
	at_At5g64370 -	mips_01_01_01_15	"beta-ureidopropionase"
			mips_01_01_01_15_05
			mips_01_02
			mips_01_02_01
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_99
			mips_20_20
			mips_20_20_18
	Propertest Accuracy: 2/9 (22.22%)
	Propertest Frequency class 'mips_06_13_01_01': 41/2441 (1.68%)

	New (unknown) data (1468 items):
	at_At1g08820 -	mips_01_05_04	"unknown protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At1g20160 -	no entry	null
	at_At1g28650 -	mips_01_06	"lipase, putative"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g28660 -	mips_01_06_04	"unknown protein"
			mips_01_20_13
	at_At1g28670 -	mips_01	"lipase"
			mips_01_06
			mips_01_06_04
			mips_01_20
			mips_01_20_13
			mips_98
	at_At1g29660 -	no entry	null
	at_At1g33810 -	no entry	null
	at_At1g50670 -	no entry	null
	at_At1g51270 -	mips_05	"unknown protein"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_99
			mips_13
			mips_13_05
			mips_40_02
			mips_40_09
			mips_63
			mips_63_07
			mips_98
	at_At1g54010 -	no entry	null
	at_At1g54020 -	no entry	null
	at_At1g54030 -	no entry	null
	at_At1g54790 -	mips_01_20_13	""
	at_At1g56670 -	mips_01_06	"lipase homolog (Lip-4)"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g58430 -	no entry	null
	at_At1g58480 -	no entry	null
	at_At1g60250 -	mips_11_01	""
	at_At1g60410 -	no entry	null
	at_At1g67830 -	mips_01_06	"ENOD8-like protein"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g71120 -	no entry	null
	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_At1g71250 -	mips_98	"putative GDSL-motif lipase/acylhydrolase"
	at_At1g71691 -	no entry	null
	at_At1g73610 -	no entry	null
	at_At1g75880 -	no entry	null
	at_At1g75910 -	no entry	null
	at_At1g75920 -	no entry	null
	at_At2g03980 -	no entry	null
	at_At2g04020 -	no entry	null
	at_At2g04570 -	no entry	null
	at_At2g07240 -	mips_99	"hypothetical protein"
	at_At2g07760 -	mips_29	"putative Ta11-like non-LTR retroelement protein"
			mips_29_02
	at_At2g11200 -	no entry	null
	at_At2g19010 -	no entry	null
	at_At2g19050 -	no entry	null
	at_At2g19060 -	no entry	null
	at_At2g19580 -	mips_14_20	"putative senescence-associated protein 5"
	at_At2g22170 -	no entry	null
	at_At2g23540 -	no entry	null
	at_At2g24560 -	no entry	null
	at_At2g24640 -	mips_25_05_13	"putative ubiquitin carboxyl terminal hydrolase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g27350 -	no entry	null
	at_At2g30220 -	no entry	null
	at_At2g31550 -	no entry	null
	at_At2g32360 -	no entry	null
	at_At2g32770 -	mips_01	"putative purple acid phosphatase precursor"
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_40
			mips_98
			mips_99
	at_At2g39130 -	mips_01_01_07	"unknown protein"
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At2g40250 -	no entry	null
	at_At2g42990 -	no entry	null
	at_At2g43560 -	no entry	null
	at_At2g45140 -	mips_08_07	"putative VAMP-associated protein"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At3g07130 -	no entry	null
	at_At3g09930 -	no entry	null
	at_At3g10060 -	mips_06_01	"unknown protein"
	at_At3g12340 -	mips_01_05	"hypothetical protein"
			mips_06_01
			mips_10_01
			mips_10_01_99
	at_At3g14210 -	no entry	null
	at_At3g14220 -	no entry	null
	at_At3g14820 -	no entry	null
	at_At3g23620 -	no entry	null
	at_At3g24070 -	mips_29_01	"putative retroelement"
	at_At3g24210 -	no entry	null
	at_At3g25220 -	mips_06_01	"immunophilin (FKBP15-1)"
			mips_40_07
	at_At3g26430 -	mips_01_20_13	"nodulin, putative"
	at_At3g29500 -	no entry	null
	at_At3g44080 -	no entry	null
	at_At3g44300 -	mips_01_02	"nitrilase 2"
			mips_20_20
			mips_20_20_18
	at_At3g44310 -	mips_01_02	"nitrilase 1"
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g44320 -	mips_01_02	"nitrilase 3"
			mips_20_20
			mips_20_20_18
	at_At3g47880 -	no entry	null
	at_At3g50400 -	no entry	null
	at_At3g52820 -	no entry	null
	at_At3g53100 -	no entry	null
	at_At3g53820 -	no entry	null
	at_At3g54830 -	mips_01_01_07	"putative protein"
			mips_08_19
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g55540 -	no entry	null
	at_At3g57810 -	no entry	null
	at_At3g60600 -	mips_08_07_27	"putative protein"
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
	at_At3g60790 -	no entry	null
	at_At4g01130 -	mips_01_20_13	"putative acetyltransferase"
	at_At4g04530 -	no entry	null
	at_At4g08340 -	no entry	null
	at_At4g16230 -	no entry	null
	at_At4g21630 -	no entry	null
	at_At4g21640 -	mips_06_13	"subtilisin-like protease"
	at_At4g23960 -	no entry	null
	at_At4g24890 -	no entry	null
	at_At4g25410 -	no entry	null
	at_At4g25610 -	no entry	null
	at_At4g26790 -	no entry	null
	at_At4g28220 -	mips_02_08	"putative NADH dehydrogenase"
			mips_02_11
			mips_02_13
			mips_67_15
	at_At4g28780 -	no entry	null
	at_At4g30140 -	no entry	null
	at_At4g30890 -	mips_06_13_01	"ubiquitin-specific protease 24 (UBP24)"
	at_At4g39910 -	no entry	null
	at_At5g02170 -	mips_01_01_07	"putative protein"
			mips_48
			mips_67_10
			mips_67_12
	at_At5g02920 -	no entry	null
	at_At5g03600 -	no entry	null
	at_At5g03610 -	no entry	null
	at_At5g03620 -	mips_06_13	"cucumisin precursor -like protein"
	at_At5g03810 -	no entry	null
	at_At5g03980 -	mips_01	"lipase -like protein"
			mips_01_06
			mips_01_06_04
			mips_98
			mips_99
	at_At5g08460 -	no entry	null
	at_At5g11580 -	mips_06_07	"unknown protein"
			mips_06_13
	at_At5g11940 -	no entry	null
	at_At5g13410 -	mips_05	"putative protein"
			mips_06_01
			mips_06_04
			mips_10_01_99
	at_At5g22300 -	mips_01_02	"Nitrilase 4 (sp|P46011)"
			mips_20_20
			mips_20_20_18
	at_At5g27880 -	no entry	null
	at_At5g28250 -	no entry	null
	at_At5g28830 -	no entry	null
	at_At5g33250 -	no entry	null
	at_At5g33370 -	no entry	null
	at_At5g34850 -	no entry	null
	at_At5g34990 -	no entry	null
	at_At5g39480 -	no entry	null
	at_At5g39490 -	no entry	null
	at_At5g41890 -	no entry	null
	at_At5g42170 -	no entry	null
	at_At5g42640 -	no entry	null
	at_At5g44530 -	no entry	null
	at_At5g45290 -	mips_25_03	"unknown protein"
	at_At5g45670 -	no entry	null
	at_At5g45960 -	no entry	null
	at_At5g47180 -	mips_08_07	"VAMP (vesicle-associated membrane protein)-associated protein-like"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At5g48580 -	mips_05	"peptidyl-prolyl cis-trans isomerase-like protein"
			mips_06_01
			mips_06_04
			mips_40_07
	at_At5g50400 -	no entry	null
	at_At5g51750 -	no entry	null
	at_At5g51790 -	no entry	null
	at_At5g52120 -	mips_06_99	"putative protein"
	at_At5g54110 -	mips_06_10	"membrane associated protein"
			mips_08_07
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At5g57990 -	mips_03	"ubiquitin-specific protease 23 (UBP23)"
			mips_06_07
			mips_06_13
	at_At5g60220 -	mips_14_20	"senescence-associated protein - like"
			mips_25_03
	at_At5g65450 -	no entry	null
	at_At5g65990 -	mips_01_01	"amino acid transporter protein-like"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03


------------------
Rule 1455
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 1
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,11.94-19.41),a_len(_4,6.0-9.0) = 1
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,c,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
	->  class mips_06_13_04_01 "lysosomal degradation"

	Evaluation on training data (2913 items):
	at_At1g06260	mips_06_07_11	"cysteine proteinase, putative"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
	at_At3g49340	mips_06_07_11	"cysteine protease - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At4g01620	mips_06_07_11	"cathepsin B-like cysteine protease"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62_01
			mips_62_01_05
	at_At4g39090	mips_02_99	"drought-inducible cysteine proteinase RD19A precursor"
			mips_06_07_11
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At5g43060	mips_06_07_11	"cysteine protease component of protease-inhibitor complex"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_06_13_04_01': 24/2913 (0.82%)

	Evaluation on validation data (1468 items):
	at_At1g31930 -	mips_10_01_05	"hypothetical protein"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_13
			mips_13_11
			mips_13_11_03
			mips_62_02_01_02
			mips_63_19
	at_At2g27420	mips_06_07_11	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At3g45310	mips_06_07_11	"cysteine protease-like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At5g45890	mips_06_07_11	"senescence-specific cysteine protease"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_06_13_04_01': 12/1468 (0.82%)

	Evaluation on propertest data (2441 items):
	at_At1g26480 -	mips_13_01_01	"14-3-3 protein epsilon, putative"
			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_01
			mips_62_01_07
			mips_62_02_07
			mips_63_02
			mips_63_13
			mips_63_13_03
			mips_63_17_01
	at_At1g29090	mips_06_07_11	"cysteine proteinase, putative"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At2g26300 -	mips_10_01_05	"G protein alpha subunit 1 (GPA1)"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_13_05
			mips_25_05_13
			mips_33_03_13
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At3g48340	mips_06_07_11	"cysteine endopeptidase - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_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
	Propertest Accuracy: 3/5 (60.00%)
	Propertest Frequency class 'mips_06_13_04_01': 28/2441 (1.15%)

	New (unknown) data (1468 items):
	at_At1g09850 -	mips_06_13_04	"papain-like cysteine peptidase XBCP3"
			mips_06_13_99
	at_At1g10430 -	mips_40_04_05	"serine/threonine protein phosphatase, PP2A, catalytic subunit"
	at_At1g50370 -	mips_40_04_05	"phosphoprotein phosphatase"
	at_At1g59830 -	mips_06_07_03	"unknown protein"
			mips_30_04
			mips_40_04_05
			mips_63_17_09
	at_At1g64040 -	mips_02	"phosphoprotein phosphatase 1"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At1g69960 -	mips_06_07_03	"serine/threonine protein phosphatase (type 2A)"
			mips_40_04_05
	at_At2g28550 -	no entry	null
	at_At2g29400 -	mips_01_04	"phosphoprotein phosphatase, type 1 catalytic subunit"
	at_At2g31230 -	mips_25_03	"ethylene reponse factor-like AP2 domain transcription factor"
	at_At2g39840 -	no entry	null
	at_At3g19390 -	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_40_25
	at_At3g19400 -	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_20_25_16
	at_At3g43960 -	mips_02_99	"cysteine proteinase - like predicted GPI-anchored protein"
			mips_06_13_99
	at_At3g46820 -	no entry	null
	at_At3g48350 -	mips_06_13	"cysteine endopeptidase precursor - like protein"
			mips_06_13_99
			mips_40_25
	at_At3g54940 -	mips_02_99	"cysteine proteinase precursor-like protein"
			mips_06_10
			mips_06_13_04
			mips_06_13_99
	at_At4g11240 -	no entry	null
	at_At4g11310 -	mips_06_10	"cysteine proteinase-like protein"
			mips_06_13
			mips_06_13_99
	at_At4g11320 -	mips_06_13_99	"cysteine proteinase like protein"
			mips_08_13
			mips_40_25
	at_At4g13980 -	no entry	null
	at_At4g23520 -	mips_06_13_99	"cysteine proteinase - like protein"
	at_At4g26720 -	mips_03_03_01	"phosphoprotein phosphatase (PPX-1)"
			mips_06
			mips_10
			mips_10_01_01
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63_17_09
	at_At5g10900 -	no entry	null
	at_At5g27840 -	no entry	null
	at_At5g43380 -	no entry	null
	at_At5g47220 -	no entry	null
	at_At5g50260 -	mips_06	"cysteine endopeptidase"
			mips_06_13
			mips_06_13_99
			mips_40
			mips_40_25
			mips_98
	at_At5g55260 -	mips_01	"protein phosphatase X isoform 2 (gb|AAB86419.1)"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At5g59160 -	no entry	null
	at_At5g63870 -	mips_01_05_04	"ser/thr protein phosphatase catalytic subunit-like protein"


------------------
Rule 835
	ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2) = 0
	seq_wn2_ratio <= 0.105
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,11.0-15.0) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03) = 1
	scop_b.80 > 2.4e-35
	ss(_1,_3,b,_2),b_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_6,a,_5),notequal(_6,_2),notequal(_6,_4),notequal(_6,_3),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 0
	ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,53.24-60.98) = 0
	seq_nh5_ratio <= 0.235
	seq_wa5_ratio <= 0.323
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),a_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,6.0-9.0) = 0
	ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,60.98-101.0) = 0
	seq_wk10_ratio <= 0.52
	->  class mips_10_01_05_03 "protease mediated signal transduction"

	Evaluation on training data (2913 items):
	at_At1g01300	mips_06_13_99	"chloroplast nucleoid DNA binding protein, putative"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g09750	mips_06_13_99	"unknown protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g66180	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g69100	mips_06_13	"hypothetical protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g77480	mips_04	"nucellin-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At2g28010	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At2g42980	mips_06_13_99	"hypothetical protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g52500	mips_06	"Unknown protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At3g54400	mips_06_13_99	"nucleoid DNA-binding - like protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g22050	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g02190	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47
			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_At5g10080	mips_06_07	"predicted GPI-anchored protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g19100	mips_06_13_04	"dermal glycoprotein precursor -like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g45120	mips_06_13_04	"chloroplast nucleoid DNA-binding protein-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g48430	mips_06_13_04	"dermal glycoprotein precursor, extracellular-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_10_01_05_03': 24/2913 (0.82%)

	Evaluation on validation data (1468 items):
	at_At1g03230	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g76150 -	mips_01_01_01	"unknown protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_25
			mips_40_19
			mips_63_13
			mips_63_13_99
			mips_67_13
	at_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_At3g45940 -	mips_01_05_01_01_02	"putative protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g51340 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g07030	mips_06_13_99	"nucleoid DNA-binding-like protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g24820	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	Validation Accuracy: 3/7 (42.86%)
	Validation Frequency class 'mips_10_01_05_03': 9/1468 (0.61%)

	Evaluation on propertest data (2441 items):
	at_At1g03220 -	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At2g03200 -	mips_04	"putative chloroplast nucleoid DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
			mips_99
	at_At2g18000 -	mips_04_05_01_04_01	"unknown protein"
			mips_14_04_07
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_63_03_01
	at_At2g20790 -	mips_08_07	"unknown protein"
			mips_08_07_22
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_30_08
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At2g28040	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g18490 -	mips_04_05	"putative chloroplast nucleoid DNA-binding protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At4g30040 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At4g33490	mips_06_13_04	"nucellin -like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47
			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_At5g19120	mips_06_13_04	"conglutin gamma - like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g43100 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g54080 -	mips_01_01	"homogentisate 1,2-dioxygenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
	Propertest Accuracy: 3/11 (27.27%)
	Propertest Frequency class 'mips_10_01_05_03': 15/2441 (0.61%)

	New (unknown) data (1468 items):
	at_At1g04170 -	mips_05_01	"putative translation initiation factor eIF-2, gamma subunit"
			mips_05_04_02
			mips_14_01_03
			mips_40_10_03
	at_At1g08470 -	mips_01	"unknown protein"
			mips_01_20
			mips_40
			mips_40_01
			mips_99
	at_At1g10260 -	no entry	null
	at_At1g11810 -	no entry	null
	at_At1g14430 -	mips_01_06_01	"hypothetical protein"
	at_At1g18070 -	mips_05_04_02	"hypothetical protein"
			mips_25_05_25
			mips_63_19_05
	at_At1g19410 -	no entry	null
	at_At1g20240 -	no entry	null
	at_At1g20990 -	no entry	null
	at_At1g23470 -	mips_01_20_99	"putative polygalacturonase precursor"
	at_At1g26930 -	mips_30_04	"unknown protein"
			mips_40_04
	at_At1g29980 -	no entry	null
	at_At1g30090 -	mips_63_07	"putative protein"
	at_At1g31080 -	no entry	null
	at_At1g32170 -	mips_01_05_99	"endoxyloglucan transferase"
			mips_30_01
			mips_40_01
	at_At1g32980 -	no entry	null
	at_At1g34190 -	mips_25_03	"putative protein"
	at_At1g44020 -	no entry	null
	at_At1g48550 -	mips_06_04	"unknown protein"
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_07_29
			mips_08_07_99
			mips_08_13
			mips_08_99
			mips_30_25
			mips_40_08
			mips_40_22
			mips_63_07
	at_At1g50120 -	no entry	null
	at_At1g52030 -	no entry	null
	at_At1g52100 -	no entry	null
	at_At1g52110 -	no entry	null
	at_At1g55390 -	no entry	null
	at_At1g55410 -	no entry	null
	at_At1g55420 -	mips_04_05	""
			mips_04_05_01
	at_At1g57580 -	no entry	null
	at_At1g57790 -	no entry	null
	at_At1g60370 -	no entry	null
	at_At1g61060 -	no entry	null
	at_At1g61230 -	mips_11_05_03	""
	at_At1g62340 -	no entry	null
	at_At1g64840 -	no entry	null
	at_At1g66450 -	no entry	null
	at_At1g67160 -	no entry	null
	at_At1g70020 -	mips_99	"hypothetical protein"
	at_At1g70970 -	no entry	null
	at_At1g72060 -	no entry	null
	at_At1g73180 -	mips_05	"unknown protein"
			mips_05_04
			mips_10_05
			mips_40_02
	at_At1g78850 -	no entry	null
	at_At1g78860 -	no entry	null
	at_At2g01410 -	no entry	null
	at_At2g02490 -	no entry	null
	at_At2g03460 -	no entry	null
	at_At2g05210 -	no entry	null
	at_At2g12140 -	no entry	null
	at_At2g14290 -	no entry	null
	at_At2g15640 -	no entry	null
	at_At2g16160 -	no entry	null
	at_At2g16290 -	no entry	null
	at_At2g17590 -	no entry	null
	at_At2g17690 -	no entry	null
	at_At2g21680 -	no entry	null
	at_At2g22620 -	no entry	null
	at_At2g26370 -	no entry	null
	at_At2g27510 -	mips_67_15	"putative ferredoxin"
	at_At2g29860 -	no entry	null
	at_At2g34510 -	no entry	null
	at_At2g36870 -	mips_01_05_99	"putative xyloglucan endo-transglycosylase"
			mips_30_01
			mips_40_01
	at_At2g37390 -	no entry	null
	at_At2g38200 -	no entry	null
	at_At2g38220 -	no entry	null
	at_At2g41800 -	no entry	null
	at_At2g41810 -	no entry	null
	at_At2g43260 -	no entry	null
	at_At2g43740 -	no entry	null
	at_At3g08740 -	mips_05_04_02	"elongation factor P (EF-P) like protein"
	at_At3g11370 -	no entry	null
	at_At3g12000 -	no entry	null
	at_At3g13780 -	no entry	null
	at_At3g18720 -	no entry	null
	at_At3g21490 -	mips_67_04	"hypothetical protein"
			mips_67_50
			mips_67_50_25
	at_At3g22730 -	no entry	null
	at_At3g23730 -	mips_01_05_99	"xyloglucan endotransglycosylase, putative"
			mips_40_01
	at_At3g23960 -	no entry	null
	at_At3g24610 -	mips_63_07	"hypothetical protein"
	at_At3g25750 -	no entry	null
	at_At3g28220 -	no entry	null
	at_At3g30150 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_29
	at_At3g42410 -	no entry	null
	at_At3g42760 -	no entry	null
	at_At3g43370 -	no entry	null
	at_At3g44410 -	no entry	null
	at_At3g46260 -	no entry	null
	at_At3g46280 -	no entry	null
	at_At3g46810 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_98
	at_At3g47020 -	no entry	null
	at_At3g47230 -	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
			mips_40_10
	at_At3g48620 -	mips_06_04	"putative protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
	at_At3g51360 -	mips_06_13	"putative protein"
	at_At3g51440 -	mips_40_01	"mucin -like protein"
	at_At3g51610 -	no entry	null
	at_At3g51710 -	no entry	null
	at_At3g53950 -	mips_01_06	"putative protein"
			mips_01_06_01
			mips_98
	at_At3g56470 -	no entry	null
	at_At3g57030 -	mips_40_01	"putative protein"
	at_At3g58040 -	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
	at_At3g59940 -	no entry	null
	at_At4g00300 -	mips_10	""
	at_At4g01110 -	mips_11_05	"hypothetical protein"
			mips_11_05_01
	at_At4g01350 -	no entry	null
	at_At4g01580 -	no entry	null
	at_At4g01760 -	no entry	null
	at_At4g02180 -	no entry	null
	at_At4g04920 -	no entry	null
	at_At4g05570 -	mips_03_01_03	""
	at_At4g09190 -	no entry	null
	at_At4g09770 -	no entry	null
	at_At4g11390 -	no entry	null
	at_At4g11540 -	no entry	null
	at_At4g13130 -	no entry	null
	at_At4g14130 -	mips_01_05_99	"xyloglucan endotransglycosylase-related protein XTR-7"
			mips_40_01
	at_At4g14260 -	no entry	null
	at_At4g14980 -	no entry	null
	at_At4g15060 -	no entry	null
	at_At4g18330 -	mips_05_01	"translation initiation factor eIF-2 gamma chain-like protein"
			mips_05_04
			mips_05_04_02
			mips_14_01
			mips_14_01_03
			mips_40_10_03
	at_At4g18990 -	mips_01_05_99	"xyloglucan endo-transglycosylase - like protein"
			mips_30_01
			mips_40_01
	at_At4g20040 -	no entry	null
	at_At4g20050 -	no entry	null
	at_At4g20430 -	no entry	null
	at_At4g24990 -	mips_06_07_05	"geranylgeranylated protein ATGP4"
			mips_06_07_07
			mips_06_07_99
			mips_40_07
			mips_40_25
			mips_62
			mips_62_01
			mips_62_01_01
	at_At4g26380 -	no entry	null
	at_At4g27880 -	no entry	null
	at_At4g38930 -	mips_06_07	"putative ubiquitin-dependent proteolytic protein"
			mips_06_13
			mips_06_13_01
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g01740 -	no entry	null
	at_At5g02600 -	mips_13_01	"putative protein"
	at_At5g02990 -	no entry	null
	at_At5g03010 -	no entry	null
	at_At5g03020 -	no entry	null
	at_At5g03700 -	no entry	null
	at_At5g09700 -	mips_40_01	"beta-glucosidase - like protein"
	at_At5g11420 -	no entry	null
	at_At5g12920 -	mips_99	"putative protein"
	at_At5g13870 -	mips_01_05_01	"endoxyloglucan transferase (dbj|BAA81669.1)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g15140 -	mips_02_01	"putative aldose 1-epimerase - like protein"
	at_At5g15660 -	no entry	null
	at_At5g16020 -	no entry	null
	at_At5g17610 -	no entry	null
	at_At5g18160 -	no entry	null
	at_At5g19110 -	mips_20_03	"dermal glycoprotein - like"
			mips_40_25
	at_At5g20030 -	no entry	null
	at_At5g21130 -	no entry	null
	at_At5g22020 -	mips_01_20	"putative strictosidine synthase - like"
			mips_40_01
	at_At5g22200 -	no entry	null
	at_At5g23840 -	no entry	null
	at_At5g25460 -	no entry	null
	at_At5g26190 -	no entry	null
	at_At5g26260 -	no entry	null
	at_At5g35280 -	mips_03_01_03	"putative protein"
	at_At5g36830 -	mips_03_01_03	"putative protein"
	at_At5g37210 -	no entry	null
	at_At5g38540 -	no entry	null
	at_At5g53360 -	mips_14_10	"ring finger E3 ligase SINAT5 (SINAT5)"
			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
	at_At5g53780 -	no entry	null
	at_At5g54050 -	no entry	null
	at_At5g55150 -	no entry	null
	at_At5g58820 -	no entry	null
	at_At5g58840 -	no entry	null
	at_At5g59920 -	no entry	null
	at_At5g59930 -	no entry	null
	at_At5g60060 -	no entry	null
	at_At5g62210 -	no entry	null
	at_At5g66830 -	no entry	null


------------------
Rule 1552
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmtigr(_orf_0,_hmmtigr_id_2,_ipr_3) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	seq_cr9_ratio <= 0.125
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,33.33-45.54) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,proteobacteria) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,escherichia_coli) = 0
	->  class mips_10_01_05_05 "G-protein mediated signal transduction"

	Evaluation on training data (2913 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_At1g09180	mips_06_07_99	"putative GTP-binding protein, SAR1B"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_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_At1g20090	mips_10_01_05_05	"RAC-like GTP-binding protein ARAC4"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g75840	mips_10_01_05_05	"rac-like GTP binding protein (ARAC5)"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_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_At3g51300	mips_10_01_05	"rac-like GTP binding protein Arac11"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11_01
			mips_13_05
			mips_13_07
			mips_13_11
			mips_30_04
	at_At3g53610	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At3g62560	mips_08_07_05	"Sar1-like GTP binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
			mips_62_02_01_01
			mips_62_02_01_01_99
	at_At4g17530	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_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_At4g35020	mips_10_01_05_05	"Rho1Ps homolog/ Rac-like protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35950	mips_10_01_05_05	"ras-related small GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_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_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_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: 41/41 (100.00%)
	Training Frequency class 'mips_10_01_05_05': 104/2913 (3.57%)

	Evaluation on validation data (1468 items):
	at_At1g05810	mips_06_04	"RAS-related protein ARA-1"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g06400	mips_08_07	"putative protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At1g09630	mips_06_04	"putative RAS-related protein, RAB11C"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g28550	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g56330	mips_04	"unknown protein"
			mips_06
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g73640	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g62880	mips_10_01_05_05	"Arac10"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	Validation Accuracy: 11/11 (100.00%)
	Validation Frequency class 'mips_10_01_05_05': 47/1468 (3.20%)

	Evaluation on propertest data (2441 items):
	at_At1g02130	mips_10_01_05_05	"GTP-binding protein, ara-5"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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_At1g49300	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At2g17800	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g22390	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g07410	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g48040	mips_03	"rac GTP binding protein Arac8 (Arac8)"
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_01
			mips_11_05
			mips_11_05_03
			mips_13
			mips_13_05
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_02
			mips_63_19
	at_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_At4g02080	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At4g09720	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g18430 -	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_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_At5g08520 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g39620	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g45130	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g45970	mips_10_01_05	"Rac-like gtp binding protein ARAC2 (sp|Q38903)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g46390 -	mips_01_01	"carboxy-terminal proteinase D1-like protein"
			mips_06_01
			mips_06_07_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_26
			mips_30_26_03
			mips_63_21
			mips_63_21_99
	at_At5g54840	mips_04	"SGP1 monomeric G-protein (emb|CAB54517.1)"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At5g59840	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g64990	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	Propertest Accuracy: 26/29 (89.66%)
	Propertest Frequency class 'mips_10_01_05_05': 85/2441 (3.48%)

	New (unknown) data (1468 items):
	at_At1g15310 -	mips_08_16	"putative signal recognition particle 54 kDa subunit"
			mips_08_16_05
			mips_63_19_05
	at_At1g30920 -	no entry	null
	at_At2g26140 -	mips_02_13	"FtsH like protease"
			mips_06_13_99
	at_At3g12160 -	no entry	null
	at_At3g62530 -	mips_40_26	"putative protein"
	at_At4g11170 -	no entry	null
	at_At5g58900 -	mips_06_01	"I-box binding factor - like protein"


------------------
Rule 1393
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2) = 1
	ss(_1,_3,c,_2),b_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,drosophila) = 0
	->  class mips_10_01_05_07 "two-component signal transduction system (e.g. response regulator component)"

	Evaluation on training data (2913 items):
	at_At1g19050	mips_04_05_01_04_01	"putative protein"
			mips_10_01_05_07
			mips_10_01_99
	at_At1g59940	mips_10_01_05_07	"putative protein"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At2g27070	mips_04_05_01_04_01	"putative two-component response regulator protein"
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g41310	mips_02	"putative two-component response regulator 3 protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g48100	mips_02	"response reactor 2 (ATRR2)"
			mips_01_04_04
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
	at_At3g56380	mips_02_13	"response regulator-like protein"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g57040	mips_02	"responce reactor 4"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At5g49240	mips_10_01_05_07	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	Training Accuracy: 8/8 (100.00%)
	Training Frequency class 'mips_10_01_05_07': 11/2913 (0.38%)

	Evaluation on validation data (1468 items):
	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_At1g74890	mips_02_13	"putative response regulator (two component phosphotransfer signaling)"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At4g16110	mips_01_04	"hypothetical protein"
			mips_01_04_04
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_11_05_01
			mips_11_05_01_01
			mips_14_01
			mips_30_01
			mips_63_03_01
	at_At5g02810	mips_01_04_04	"unknown protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_63_03_01
	at_At5g24470	mips_10_01_05	"pseudo-response regulator 5 (APRR5)"
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_25_03
	at_At5g60100	mips_02_13	"pseudo-response regulator 3 (APRR3)"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
	at_At5g61380	mips_02_13	"pseudo-response regulator 1"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05
			mips_10_01_05_07
	at_At5g62920	mips_01_04_04	"response regulator 6 (ARR6)"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 7/8 (87.50%)
	Validation Frequency class 'mips_10_01_05_07': 11/1468 (0.75%)

	Evaluation on propertest data (2441 items):
	at_At1g27320 -	mips_01_05_04	"histidine kinase (AHK3)"
			mips_13_11_03
			mips_13_11_03_13
			mips_14_01
			mips_14_01_03
			mips_20_20
			mips_20_20_18
	at_At2g01760	mips_01_04	"putative two-component response regulator protein"
			mips_01_04_04
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g25180	mips_02_13	"putative two-component response regulator protein"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At2g40670	mips_02	"putative two-component response regulator protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_25
			mips_25_03
			mips_40_03
			mips_63_03
			mips_63_03_01
	Propertest Accuracy: 3/4 (75.00%)
	Propertest Frequency class 'mips_10_01_05_07': 8/2441 (0.33%)

	New (unknown) data (1468 items):
	at_At1g27050 -	mips_67_50	"unknown protein"
			mips_67_50_25
	at_At1g28420 -	mips_30_04_99	"hypothetical protein"
			mips_40_04_99
	at_At2g20910 -	mips_63_17_01	"putative diacylglycerol kinase"
	at_At3g55770 -	no entry	null
	at_At4g39020 -	mips_13_03	"putative protein"
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_63_17_01


------------------
Rule 1411
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2) = 1
	ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),c_len(_3,1.0-3.0) = 1
	->  class mips_10_01_09_03 "Ca2+ mediated signal transduction"

	Evaluation on training data (2913 items):
	at_At1g12310	mips_10_01_09	"putative protein"
			mips_10_01_09_03
	at_At1g18210	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At1g24620	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At1g62820	mips_06_07_03	"calmodulin, putative"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g76640	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_01
			mips_63_17_01
	at_At2g27030	mips_10_01	"calmodulin"
			mips_10_01_09
			mips_10_01_09_03
			mips_13
			mips_13_11
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_01
	at_At2g36180	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
	at_At2g41110	mips_10_01_09	"calmodulin (cam2)"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At3g50360	mips_10_01	"centrin"
			mips_10_01_09
			mips_10_01_09_03
			mips_40_02
			mips_40_03
			mips_63_01
			mips_63_17_01
	at_At4g37010	mips_10_01_09	"caltractin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g37780	mips_10_01_09	"calmodulin 1 (CAM1)"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17
			mips_63_17_01
	at_At5g55990	mips_10_01_09	"calcineurin B-like protein 2 (gb|AAC26009.1)"
			mips_10_01_09_03
			mips_63_17_01
	Training Accuracy: 12/12 (100.00%)
	Training Frequency class 'mips_10_01_09_03': 24/2913 (0.82%)

	Evaluation on validation data (1468 items):
	at_At1g21550	mips_06_07_03	"unknown protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_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_At3g25600	mips_10_01_09	"calmodulin, putative"
			mips_10_01_09_03
			mips_63_17_01
	at_At3g59450 -	mips_13_11	"putative protein"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At5g17480	mips_06_07_03	"calcium-binding protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_At5g42380	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_09
			mips_10_01_09_03
			mips_40_03
			mips_63
			mips_63_01
			mips_63_17_01
	at_At5g53980 -	mips_04_05_01_04_01	"unknown protein"
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_11
			mips_37_03_11_09
			mips_37_03_17
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_09
	Validation Accuracy: 4/7 (57.14%)
	Validation Frequency class 'mips_10_01_09_03': 7/1468 (0.48%)

	Evaluation on propertest data (2441 items):
	at_At1g66410	mips_10_01_09	"calmodulin-4"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At2g41090	mips_10_01_09	"calcium binding protein (CaBP-22)"
			mips_10_01_09_03
			mips_63_17_01
	at_At2g43290	mips_10_01_09	"putative calcium binding protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At3g43810	mips_10_01_09	"calmodulin 7"
			mips_10_01_09_03
			mips_13
			mips_13_11
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_01
	at_At3g51920	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At3g56800	mips_10	"calmodulin-3"
			mips_10_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13
			mips_13_11
			mips_13_11_01
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_02
			mips_40_03
			mips_63
			mips_63_01
			mips_63_17_01
	at_At5g37770	mips_10_01_09	"CALMODULIN-RELATED PROTEIN 2, TOUCH-INDUCED (TCH2)"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g39670	mips_10_01_09	"calcium-binding protein - like"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g44460	mips_10_01_09	"calmodulin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	Propertest Accuracy: 9/9 (100.00%)
	Propertest Frequency class 'mips_10_01_09_03': 21/2441 (0.86%)

	New (unknown) data (1468 items):
	at_At1g05990 -	mips_13_05	"calcium-binding protein, putative"
			mips_40_32
			mips_63_17_01
	at_At1g06210 -	mips_08_07_07	"unknown protein"
			mips_30_08
			mips_30_25
			mips_40_22
			mips_40_25
	at_At1g18530 -	mips_63_17_01	"hypothetical protein"
	at_At1g62360 -	mips_14_01	"homeobox transcription factor shootmeristemless (stm)"
			mips_14_01_03
			mips_14_20
			mips_25_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
	at_At1g62990 -	mips_25_03	"homeodomain transcription factor KNAT6 (KNAT6)"
	at_At1g73630 -	mips_63_17_01	"calmodulin like protein"
	at_At1g75430 -	no entry	null
	at_At1g76650 -	mips_63_17	"calmodulin like protein"
			mips_63_17_01
	at_At2g15680 -	mips_63_17	"putative calmodulin-like protein"
			mips_63_17_01
	at_At2g41100 -	mips_63_17_01	"calmodulin-like protein"
	at_At2g41410 -	no entry	null
	at_At3g07490 -	mips_10_05	"putative calmodulin"
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At3g10190 -	mips_10	"calmodulin-like protein"
			mips_10_01
			mips_10_01_01
			mips_98
	at_At3g22930 -	mips_63_17_01	"calmodulin, putative"
	at_At3g24110 -	mips_10_01_01	"hypothetical protein"
			mips_63_17_01
	at_At3g29000 -	no entry	null
	at_At3g50770 -	no entry	null
	at_At3g59440 -	mips_63_17	"calmodulin-like protein"
			mips_63_17_01
	at_At4g03290 -	mips_63_17_01	"putative calmodulin"
	at_At4g12860 -	no entry	null
	at_At4g14640 -	no entry	null
	at_At4g18060 -	mips_13_03	"putative protein"
			mips_13_03_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_17
			mips_63_17_01
	at_At4g20780 -	no entry	null
	at_At4g26470 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_98
	at_At5g16880 -	mips_08_07	"TOM (target of myb1) -like protein"
			mips_08_07_07
			mips_08_13
			mips_30_08
			mips_30_22
			mips_40_08
			mips_40_09
	at_At5g17470 -	mips_63_17	"calmodulin-like protein"
			mips_63_17_01


------------------
Rule 5
	scop_a.4.1 <= 0.0098
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	->  class mips_10_05_01_10 "two-component signal transduction system (sensor kinase component)"

	Evaluation on training data (2913 items):
	at_At1g14600	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
	at_At1g32240	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_30
			mips_30_04
	at_At1g49560	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At1g79430	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At2g01060	mips_04	"transfactor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_99
	at_At2g03500	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g20570	mips_10_05_01	"GPRI1 protein (gpri1)"
			mips_10_05_01_10
	at_At3g13040	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05_01
			mips_10_05_01_10
			mips_30
	at_At3g16857	mips_10_05_01	"ARR1 protein, putative, 5' partial"
			mips_10_05_01_10
	at_At3g25790	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At4g13640	mips_10_05_01	"putative protein"
			mips_10_05_01_10
			mips_30_04
	at_At5g06800	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g16560	mips_10_05_01	"KANADI protein (KAN)"
			mips_10_05_01_10
			mips_30_04
	at_At5g18240	mips_10_05	"transcription factor like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At5g29000	mips_10_05	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
	at_At5g44190	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_30
			mips_30_04
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_10_05_01_10': 71/2913 (2.44%)

	Evaluation on validation data (1468 items):
	at_At1g13300	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At1g68670	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_30
			mips_30_04
	at_At1g69580	mips_10_05_01	"transfactor, putative"
			mips_10_05_01_10
	at_At2g20400	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At4g04580	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At4g28610	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At5g05090	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At5g45580	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g63430 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
			mips_98
	Validation Accuracy: 8/9 (88.89%)
	Validation Frequency class 'mips_10_05_01_10': 43/1468 (2.93%)

	Evaluation on propertest data (2441 items):
	at_At1g25550	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At2g02060	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At2g06020	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
	at_At2g38300	mips_10_05	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At2g40260	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
			mips_30_04
	at_At2g40970	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At2g42660	mips_10_05	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At3g10760	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At3g12730	mips_10_05_01	"regulatory protein of P-starvation acclimation response Psr1, putative"
			mips_10_05_01_10
	at_At3g24120	mips_10_05_01	"transfactor like protein"
			mips_10_05_01_10
	at_At3g46640	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At4g18020	mips_04_05_01_04_01	"pseudo-response regulator 2 (APRR2)"
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At4g36190 -	mips_06_07_11	"putative prolyl carboxypeptidase"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
	at_At4g37180	mips_10	"putative cytoskeletal protein"
			mips_10_01_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g42630	mips_10_01_01	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59570	mips_10_05_01	"ARR1 protein - like"
			mips_10_05_01_10
	Propertest Accuracy: 15/16 (93.75%)
	Propertest Frequency class 'mips_10_05_01_10': 68/2441 (2.79%)

	New (unknown) data (1468 items):
	at_At1g10820 -	no entry	null
	at_At1g23380 -	mips_25_03	"knotted-like homeobox protein, putative"
	at_At1g31310 -	no entry	null
	at_At1g36130 -	no entry	null
	at_At1g37080 -	no entry	null
	at_At1g43330 -	no entry	null
	at_At1g55050 -	no entry	null
	at_At1g60670 -	no entry	null
	at_At1g61510 -	no entry	null
	at_At1g68160 -	no entry	null
	at_At1g69600 -	no entry	null
	at_At2g03470 -	no entry	null
	at_At2g06110 -	mips_29_02	"putative Athila retroelement ORF1 protein"
	at_At2g06660 -	mips_02	"putative CENP-B/ARS binding protein-like protein"
			mips_01_05
			mips_01_05_01
			mips_02_16
			mips_03
			mips_25
			mips_25_05
			mips_25_05_13
			mips_30
			mips_30_10
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_03
			mips_40_10_03
			mips_63_03
	at_At2g22710 -	no entry	null
	at_At2g26630 -	no entry	null
	at_At2g33550 -	no entry	null
	at_At2g35640 -	no entry	null
	at_At2g39730 -	mips_02_11	"Rubisco activase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At2g47820 -	no entry	null
	at_At3g07565 -	no entry	null
	at_At3g15320 -	no entry	null
	at_At3g18380 -	no entry	null
	at_At3g19070 -	no entry	null
	at_At3g24860 -	no entry	null
	at_At3g28920 -	no entry	null
	at_At3g29640 -	no entry	null
	at_At3g47680 -	mips_99	"hypothetical protein"
	at_At3g53440 -	no entry	null
	at_At3g54390 -	no entry	null
	at_At3g55350 -	no entry	null
	at_At3g58630 -	no entry	null
	at_At4g01980 -	no entry	null
	at_At4g04070 -	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	at_At4g12750 -	no entry	null
	at_At4g22450 -	no entry	null
	at_At4g31270 -	no entry	null
	at_At4g36570 -	no entry	null
	at_At5g05550 -	no entry	null
	at_At5g27610 -	no entry	null
	at_At5g28890 -	no entry	null
	at_At5g39760 -	no entry	null
	at_At5g46010 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_15
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_03_01
	at_At5g47290 -	no entry	null
	at_At5g62110 -	no entry	null
	at_At5g64780 -	no entry	null


------------------
Rule 1553
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmtigr(_orf_0,_hmmtigr_id_2,_ipr_3) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	ss(_1,_3,a,_2),coil_dist(_1,1.54-41.76),c_len(_2,6.0-9.0) = 0
	seq_aw9_ratio <= 0.25
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,33.33-45.54) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,485.0-667.0),classification(_2,proteobacteria) = 1
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,349.0-485.0),species(_2,escherichia_coli) = 0
	->  class mips_10_05_01_10 "two-component signal transduction system (sensor kinase component)"

	Evaluation on training data (2913 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_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At2g18390	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g09900	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_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_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_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_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_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: 25/26 (96.15%)
	Training Frequency class 'mips_10_05_01_10': 71/2913 (2.44%)

	Evaluation on validation data (1468 items):
	at_At1g05810	mips_06_04	"RAS-related protein ARA-1"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g06400	mips_08_07	"putative protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At1g09630	mips_06_04	"putative RAS-related protein, RAB11C"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At1g28550	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g45000 -	mips_03_03_01	"similar to 26S proteasome AAA-ATPase subunit RPT4a gb|AAF22524.1; similar to ESTs dbj|AB015110.1, gb|AW443504.1, gb|AI732054.1, gb|AW030587.1, gb|AI812922.1, gb|AW442076.1, gb|AI997275.1, emb|Z17563.1"
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
	at_At1g73640	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g17170	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g20020	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 11/12 (91.67%)
	Validation Frequency class 'mips_10_05_01_10': 43/1468 (2.93%)

	Evaluation on propertest data (2441 items):
	at_At1g02130	mips_10_01_05_05	"GTP-binding protein, ara-5"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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_At2g22390	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g07410 -	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g54840	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290 -	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g09720	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g17160	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18430	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_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_At5g08520	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g20010	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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_At5g46390 -	mips_01_01	"carboxy-terminal proteinase D1-like protein"
			mips_06_01
			mips_06_07_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_26
			mips_30_26_03
			mips_63_21
			mips_63_21_99
	at_At5g54840	mips_04	"SGP1 monomeric G-protein (emb|CAB54517.1)"
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	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_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_At5g67100 -	mips_03_01_05_01	"DNA polymerase alpha 1"
	Propertest Accuracy: 19/24 (79.17%)
	Propertest Frequency class 'mips_10_05_01_10': 68/2441 (2.79%)

	New (unknown) data (1468 items):
	at_At1g30920 -	no entry	null
	at_At2g26140 -	mips_02_13	"FtsH like protease"
			mips_06_13_99
	at_At3g12160 -	no entry	null
	at_At4g11170 -	no entry	null
	at_At4g17780 -	mips_01_01_04	"MYB transcription factor like protein"
			mips_01_03
			mips_01_03_13
	at_At5g58900 -	mips_06_01	"I-box binding factor - like protein"


------------------
Rule 1394
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2) = 1
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 1
	ss(_1,_3,c,_2),b_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),alpha_dist(_1,13.03-23.6) = 0
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,15.0-349.0),classification(_2,drosophila) = 0
	->  class mips_10_05_01_10 "two-component signal transduction system (sensor kinase component)"

	Evaluation on training data (2913 items):
	at_At1g19050 -	mips_04_05_01_04_01	"putative protein"
			mips_10_01_05_07
			mips_10_01_99
	at_At1g59940	mips_10_01_05_07	"putative protein"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At2g01830	mips_01_04_04	"cytokinin receptor CRE1b (CRE1)"
			mips_01_05_04
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_13_11_03
			mips_13_11_03_13
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_30
	at_At2g17820	mips_01_05_01_01_01	"histidine kinase 1"
			mips_01_20_03
			mips_02_08
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_01_01
			mips_62_01
			mips_62_01_01
	at_At2g27070	mips_04_05_01_04_01	"putative two-component response regulator protein"
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g41310	mips_02	"putative two-component response regulator 3 protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g23150	mips_02_13	"ethylene receptor, putative"
			mips_02_13_05
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At3g48100	mips_02	"response reactor 2 (ATRR2)"
			mips_01_04_04
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
	at_At3g56380	mips_02_13	"response regulator-like protein"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g57040	mips_02	"responce reactor 4"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At5g10720	mips_01_04	"histidine kinase - like protein"
			mips_01_04_04
			mips_01_05_04
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_13_11_03
			mips_13_11_03_13
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g35750	mips_01_05_04	"histidine kinase (AHK2)"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_13_11_03
			mips_13_11_03_13
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At5g49240	mips_10_01_05_07	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	Training Accuracy: 12/13 (92.31%)
	Training Frequency class 'mips_10_05_01_10': 71/2913 (2.44%)

	Evaluation on validation data (1468 items):
	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_At1g74890	mips_02_13	"putative response regulator (two component phosphotransfer signaling)"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At5g62920	mips_01_04_04	"response regulator 6 (ARR6)"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_10_05_01_10': 43/1468 (2.93%)

	Evaluation on propertest data (2441 items):
	at_At1g27320 -	mips_01_05_04	"histidine kinase (AHK3)"
			mips_13_11_03
			mips_13_11_03_13
			mips_14_01
			mips_14_01_03
			mips_20_20
			mips_20_20_18
	at_At2g01760	mips_01_04	"putative two-component response regulator protein"
			mips_01_04_04
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g40670	mips_02	"putative two-component response regulator protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_25
			mips_25_03
			mips_40_03
			mips_63_03
			mips_63_03_01
	at_At2g47430	mips_01_04	"putative histidine kinase"
			mips_01_04_04
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_99
			mips_40_30
	Propertest Accuracy: 3/4 (75.00%)
	Propertest Frequency class 'mips_10_05_01_10': 68/2441 (2.79%)

	New (unknown) data (1468 items):
	at_At1g27050 -	mips_67_50	"unknown protein"
			mips_67_50_25
	at_At1g28420 -	mips_30_04_99	"hypothetical protein"
			mips_40_04_99
	at_At1g30490 -	mips_25_05_10	"HD-Zip protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At1g44900 -	mips_03_01_03	"transcription factor, putative"
			mips_40_10_03
			mips_40_10_99
	at_At1g73360 -	mips_14_10	""
			mips_14_10_02
			mips_25_05_10
	at_At2g07690 -	mips_03	"putative DNA replication licensing factor, mcm5"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_14_04
			mips_25_05
			mips_63_01
			mips_63_19
	at_At2g14050 -	mips_40_10_03	"putative DNA replication licensing factor"
	at_At2g16440 -	mips_03_01	"putative CDC21 protein"
			mips_03_01_03
			mips_03_03_01
			mips_14_04
			mips_30_10
			mips_40_10_03
			mips_63_19
	at_At2g32370 -	no entry	null
	at_At2g34710 -	mips_25_05_10	"homeodomain transcription factor (ATHB-14)"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g46090 -	no entry	null
	at_At3g09660 -	no entry	null
	at_At3g55770 -	no entry	null
	at_At4g02060 -	mips_40_10_03	"PROLIFERA"
	at_At4g04890 -	mips_25_05_10	"putative homeotic protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g17710 -	mips_14_10	"GLABRA2 like protein"
			mips_14_10_02
			mips_25_03
			mips_25_05_10
	at_At4g32880 -	mips_25_05_10	"HD-zip transcription factor (athb-8)"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g39020 -	mips_13_03	"putative protein"
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_63_17_01
	at_At5g46280 -	mips_63_03_01	"MCM3 homolog (emb|CAA03887.1)"
	at_At5g46880 -	no entry	null


------------------
Rule 1453
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 1
	seq_fc1_ratio <= 0.041
	ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,11.0-15.0) = 1
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,11.94-19.41),a_len(_4,6.0-9.0) = 0
	seq_cq1_ratio <= 0
	->  class mips_11_05_05_99 "other virulence, disease factors"

	Evaluation on training data (2913 items):
	at_At2g19980	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
	at_At2g19990	mips_11_05_03	"pathogenesis-related protein (PR-1)"
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At3g19690	mips_11_05_03	"PR-1 protein, putative"
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At4g07820	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
	at_At4g30320	mips_11_05_05	"PR-1-like protein"
			mips_11_05_05_99
			mips_40_27
	at_At4g33720	mips_11_05_03	"pathogenesis-related protein 1 precursor, 19.3K"
			mips_11_05_05
			mips_11_05_05_99
	at_At4g33730	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	Training Accuracy: 7/7 (100.00%)
	Training Frequency class 'mips_11_05_05_99': 11/2913 (0.38%)

	Evaluation on validation data (1468 items):
	at_At1g35160 -	mips_13_01_01_01	"32kDa endonuclease, putative"
			mips_13_11
			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_01
			mips_62_02_01
			mips_62_02_07
			mips_63_02
			mips_63_13
			mips_63_13_03
	at_At3g09590	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At3g16770 -	mips_04	"AP2 domain containing protein RAP2.3"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	at_At3g45990 -	mips_08_19	"actin depolymerising like protein"
			mips_14_04_03
			mips_14_04_03_01
	at_At4g25780	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g25790	mips_11_05_03	"putative pathogenesis-related protein"
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At4g33710	mips_11_05_03	"pathogenesis-related protein 1 precursor, 18.9K"
			mips_11_05_05
			mips_11_05_05_99
	at_At5g57625	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	Validation Accuracy: 5/8 (62.50%)
	Validation Frequency class 'mips_11_05_05_99': 8/1468 (0.54%)

	Evaluation on propertest data (2441 items):
	at_At1g50060	mips_11	"branched-chain amino acid aminotransferase, putative"
			mips_11_05
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
			mips_99
	at_At1g64610 -	mips_14_10	"putative 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_62_02_01_01
	at_At1g78220 -	mips_10_05_01	"putative 14-3-3 protein"
			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
			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
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_07
			mips_63_02
			mips_63_13
			mips_63_13_03
			mips_63_17
			mips_63_17_01
	at_At1g78300 -	mips_13_11_03	"putative tyrosine activation protein"
			mips_13_11_03_05
			mips_20_25
			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
			mips_62_01_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_07
			mips_63_02
			mips_63_13
			mips_63_13_03
			mips_63_17_01
	at_At2g14610	mips_11_05_05	"pathogenesis-related PR-1-like protein"
			mips_11_05_05_99
	at_At2g19970	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
	at_At4g23900 -	mips_01_03_13	"unknown protein"
			mips_04_05_01_04_01
			mips_63_19_03
	at_At5g08560 -	mips_04_05_05	"WD-repeat protein-like"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_48
	at_At5g26130	mips_11_05	"pathogenesis-related protein - like"
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
	at_At5g62020 -	mips_04_05_01_04_01	"heat shock factor 6"
			mips_11_01_05
			mips_30_10
	at_At5g66590	mips_11	"Unknown protein (K1F13.27)"
			mips_11_05
			mips_11_05_03
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	Propertest Accuracy: 5/11 (45.45%)
	Propertest Frequency class 'mips_11_05_05_99': 15/2441 (0.61%)

	New (unknown) data (1468 items):
	at_At1g15360 -	no entry	null
	at_At1g17590 -	no entry	null
	at_At1g51190 -	no entry	null
	at_At2g14580 -	no entry	null
	at_At2g20330 -	no entry	null
	at_At2g21430 -	mips_02_99	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At2g47520 -	no entry	null
	at_At3g15980 -	mips_40_08	"putative coatomer complex subunit"
	at_At3g20840 -	no entry	null
	at_At4g16190 -	mips_02_99	"cysteine proteinase like protein"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At4g18880 -	no entry	null
	at_At4g32551 -	no entry	null
	at_At4g36880 -	mips_06_13_99	"cysteine proteinase"
			mips_08_13
			mips_40_25
	at_At5g08390 -	mips_13_05	"katanin p80 subunit - like protein"
			mips_40_04_05
	at_At5g10510 -	no entry	null
	at_At5g45710 -	no entry	null
	at_At5g65510 -	no entry	null
	at_At5g67180 -	mips_25_03	"floral homeotic protein apetala2-like"


------------------
Rule 975
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2) = 0
	eval(_1,_2,0.0-9.0e-25),desc(_2,precursor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),classification(_2,mus) = 0
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,pir),desc(_2,intergenic) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
	->  class mips_11_07_07_01 "catalase reaction"

	Evaluation on training data (2913 items):
	at_At1g02920	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02930	mips_01_20	"glutathione S-transferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02940	mips_01_20_35	""
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02950	mips_11_07_07	"glutathione S-transferase (GST31)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g17170	mips_01_01_10_05	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_67_01
	at_At1g53680	mips_01	"glutathione transferase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g59700	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g69920	mips_11_07	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g77290	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78320	mips_01_01	"2,4-D inducible glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At1g78370	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78380	mips_11_07	"glutathione S-transferase like protein"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_10_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_04
	at_At2g29450	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g30860	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g09270	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g43800	mips_11_07_07	"glutathione transferase-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_33_03_13
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_01_01
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_11_07_07_01': 17/2913 (0.58%)

	Evaluation on validation data (1468 items):
	at_At1g27140 -	mips_01_01_01	"glutathione transferase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_05_03
			mips_67_01
			mips_67_01_01
	at_At2g02380 -	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
	at_At2g02930	mips_01_20_35	"putative glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g47730	mips_11_01_01	"glutathione S-transferase (GST6)"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g02790 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
			mips_98
	at_At5g17220	mips_01_20_35	"glutathione S-transferase-like protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g41240 -	mips_01_01_10_05	"glutathione transferase"
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_62_02_01_01
	Validation Accuracy: 3/7 (42.86%)
	Validation Frequency class 'mips_11_07_07_01': 5/1468 (0.34%)

	Evaluation on propertest data (2441 items):
	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_At1g27130 -	mips_01_01	"glutathione transferase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50_25
	at_At1g49860	mips_11_07_07	"glutathione S-transferase, putative"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69930 -	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78340 -	mips_01_01_01_11	"GST7 like protein"
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02390 -	mips_01_01_01	"glutathione S-transferase like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_03_01_05
			mips_03_01_05_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
	at_At2g29440	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At2g30870	mips_11_07_07	"glutathione S-transferase (erd13)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g62760	mips_11_07_07	"Glutathione transferase III-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At4g02520	mips_01_20_35	"Atpm24.1 glutathione S transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g41210 -	mips_01_01_01_11	"glutathione transferase AtGST 10 (emb|CAA10457.1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_03
			mips_62_02_01_01
	Propertest Accuracy: 6/11 (54.55%)
	Propertest Frequency class 'mips_11_07_07_01': 9/2441 (0.37%)

	New (unknown) data (1468 items):
	at_At2g29460 -	mips_20	"putative glutathione S-transferase"
			mips_40_04
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25


------------------
Rule 968
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	eval(_1,_2,0.0-9.0e-25),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
	->  class mips_11_07_07_03 "glutathione conjugation reaction"

	Evaluation on training data (2913 items):
	at_At1g02920	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02930	mips_01_20	"glutathione S-transferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02940	mips_01_20_35	""
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02950	mips_11_07_07	"glutathione S-transferase (GST31)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_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_At1g17170	mips_01_01_10_05	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_67_01
	at_At1g53680	mips_01	"glutathione transferase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g59670	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At1g59700	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g69920	mips_11_07	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g77290	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78320	mips_01_01	"2,4-D inducible glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At1g78360	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78370	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78380	mips_11_07	"glutathione S-transferase like protein"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_10_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_04
	at_At2g29450	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g30860	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g09270	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g43800	mips_11_07_07	"glutathione transferase-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_33_03_13
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_01_01
	at_At5g44000	mips_11_05	"putative protein"
			mips_11_07_07
			mips_11_07_07_03
	Training Accuracy: 20/20 (100.00%)
	Training Frequency class 'mips_11_07_07_03': 27/2913 (0.93%)

	Evaluation on validation data (1468 items):
	at_At1g10370 -	mips_01_01_01_11	"glutathione S-transferase (GST30b)"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_20_25_07
			mips_20_25_07_03
	at_At1g27140 -	mips_01_01_01	"glutathione transferase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_05_03
			mips_67_01
			mips_67_01_01
	at_At1g74590	mips_01_01	"glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02380	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
	at_At2g02930	mips_01_20_35	"putative glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g29470 -	mips_01_01	"putative glutathione S-transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g47730	mips_11_01_01	"glutathione S-transferase (GST6)"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g49850 -	mips_04	"MYB -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At5g02790 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
			mips_98
	at_At5g17220	mips_01_20_35	"glutathione S-transferase-like protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g41240	mips_01_01_10_05	"glutathione transferase"
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_62_02_01_01
	Validation Accuracy: 6/11 (54.55%)
	Validation Frequency class 'mips_11_07_07_03': 10/1468 (0.68%)

	Evaluation on propertest data (2441 items):
	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_At1g27130 -	mips_01_01	"glutathione transferase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50_25
	at_At1g49860	mips_11_07_07	"glutathione S-transferase, putative"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69930	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78340	mips_01_01_01_11	"GST7 like protein"
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02390	mips_01_01_01	"glutathione S-transferase like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_03_01_05
			mips_03_01_05_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
	at_At2g29420	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g29440	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At2g29480 -	mips_01	"putative glutathione S-transferase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_04
			mips_98
	at_At2g30870	mips_11_07_07	"glutathione S-transferase (erd13)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g62760	mips_11_07_07	"Glutathione transferase III-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At4g02520	mips_01_20_35	"Atpm24.1 glutathione S transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g41210	mips_01_01_01_11	"glutathione transferase AtGST 10 (emb|CAA10457.1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_03
			mips_62_02_01_01
	Propertest Accuracy: 12/14 (85.71%)
	Propertest Frequency class 'mips_11_07_07_03': 17/2441 (0.70%)

	New (unknown) data (1468 items):
	at_At1g05350 -	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_06_07_07
			mips_30_25
			mips_40_25
			mips_67_50
			mips_67_50_25
	at_At1g57720 -	mips_05_04_02	"unknown protein"
			mips_05_07
			mips_05_10
			mips_05_99
	at_At1g75270 -	mips_05_10	"GSH-dependent dehydroascorbate reductase 1, putative"
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At2g29460 -	mips_20	"putative glutathione S-transferase"
			mips_40_04
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At2g29490 -	mips_40_10_05	"putative glutathione S-transferase"
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50_25
	at_At5g45900 -	mips_01_07	"autophagy 7 (AtAPG7)"
			mips_01_07_01
			mips_06_07_07
			mips_30_25
			mips_40_25
			mips_67_50
			mips_67_50_25


------------------
Rule 1435
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_3) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 1
	ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),alpha_dist(_1,45.54-101.0) = 0
	seq_va10_ratio <= 0.763
	->  class mips_25_05_19_09 "medio-lateral axis determination"

	Evaluation on training data (2913 items):
	at_At2g21300	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At2g21380	mips_08	"putative kinesin heavy chain"
			mips_08_22
			mips_08_22_01
			mips_25
			mips_25_05
			mips_25_05_19
			mips_25_05_19_09
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_04
			mips_40_16
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g16060	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_63_06
	at_At4g38950	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g27000	mips_08	"kinesin-like heavy chain (KATD)"
			mips_08_22
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_63_06
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_25_05_19_09': 6/2913 (0.21%)

	Evaluation on validation data (1468 items):
	at_At2g35210 -	mips_04_09	"unknown protein"
			mips_08_16
			mips_08_19
			mips_40_09
			mips_40_10_05
			mips_62_02_01_01
	at_At3g19050	mips_08_22	"hypothetical protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_40_04
			mips_40_04_05
	at_At3g43210	mips_08	"kinesin -like protein"
			mips_08_22
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_16
			mips_63_06
	at_At4g14330	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_63_06
	at_At5g13300 -	mips_62_02_01_01	"putative protein"
	at_At5g27550	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	Validation Accuracy: 4/6 (66.67%)
	Validation Frequency class 'mips_25_05_19_09': 5/1468 (0.34%)

	Evaluation on propertest data (2441 items):
	at_At1g55550	mips_08_22	""
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_63_06
	at_At2g03060 -	mips_04_05_01_04_01	"homeodomain transcription factor (AGL30)"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
			mips_63_03_01
	at_At3g10180	mips_08_22	"putative kinesin-like centromere protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At3g10310	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_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_At5g27950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	Propertest Accuracy: 4/6 (66.67%)
	Propertest Frequency class 'mips_25_05_19_09': 7/2441 (0.29%)

	New (unknown) data (1468 items):
	at_At1g05910 -	mips_02_11_05	"unknown protein"
			mips_04_09
			mips_06_13_01
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At1g09170 -	mips_08_99	"putative kinesin"
	at_At1g18550 -	mips_08_99	"hypothetical protein"
			mips_63_06
	at_At1g21730 -	mips_30_04	"kinesin-related protein (MKRP1)"
			mips_40_07
			mips_63_06
	at_At1g31340 -	mips_06_13_01	"polyubiquitin, putative"
	at_At1g54490 -	mips_01_03	"putative protein"
			mips_01_03_16
			mips_03_01_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_08_01
	at_At1g59540 -	mips_63_06	"zcf125 kinesin-like protein"
	at_At1g63640 -	mips_08_22	"kinesin-like protein"
			mips_08_99
			mips_63_06
	at_At1g72250 -	mips_30_04	"kinesin, putative"
			mips_40_07
			mips_63_06
	at_At2g05390 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g07550 -	no entry	null
	at_At2g17870 -	mips_40_27	"putative glycine-rich, zinc-finger DNA-binding protein"
			mips_40_27_01
	at_At2g19840 -	no entry	null
	at_At2g22610 -	mips_08_22	"putative kinesin heavy chain"
			mips_08_99
			mips_63_06
	at_At2g46280 -	no entry	null
	at_At2g46290 -	mips_05	"eukaryotic translation initiation factor 3 delta subunit"
			mips_05_04
			mips_10_05
			mips_40_02
			mips_40_03
			mips_63_19
	at_At2g47500 -	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_63_06
	at_At3g12020 -	mips_08_22	"hypothetical protein"
			mips_63_06
	at_At3g16630 -	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_30_04_05
			mips_40_04_05
			mips_63_06
	at_At3g23670 -	mips_06_04	"hypothetical protein"
			mips_30
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g44730 -	mips_06_04	"kinesin-like protein heavy chain (KP1)"
			mips_08
			mips_08_99
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_40_16
			mips_63_06
	at_At3g49650 -	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At3g51150 -	mips_30_04	"putative protein"
			mips_40_04
			mips_40_16
			mips_63_06
	at_At4g04420 -	mips_29_02	"putative transposon protein"
	at_At4g12200 -	no entry	null
	at_At4g14370 -	mips_03_99	"disease resistance N like protein"
	at_At4g17890 -	no entry	null
	at_At4g19150 -	mips_63_07	"ankyrin-like protein"
	at_At4g24170 -	no entry	null
	at_At4g39050 -	mips_08_22	"kinesin like protein"
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g41310 -	mips_08_99	"kinesin-like protein"
			mips_63_06
	at_At5g42490 -	mips_08_22	"kinesin heavy chain-like protein"
			mips_08_22_01
			mips_63_06
	at_At5g49930 -	mips_11_05_05	"putative protein"
			mips_13_07
	at_At5g66310 -	mips_06	"kinesin heavy chain DNA binding protein-like"
			mips_06_04
			mips_08
			mips_08_22
			mips_30
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19


------------------
Rule 979
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2) = 0
	eval(_1,_2,0.0-9.0e-25),desc(_2,precursor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),classification(_2,mus) = 0
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,pir),desc(_2,intergenic) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
	seq_ck1_ratio <= 0.214
	->  class mips_47_03_11_03 "stomach"

	Evaluation on training data (2913 items):
	at_At1g02920	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02930	mips_01_20	"glutathione S-transferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02940	mips_01_20_35	""
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02950	mips_11_07_07	"glutathione S-transferase (GST31)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g17170 -	mips_01_01_10_05	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_67_01
	at_At1g53680	mips_01	"glutathione transferase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69920	mips_11_07	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g77290	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78370	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78380	mips_11_07	"glutathione S-transferase like protein"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_10_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_04
	at_At2g29450	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g30860	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g09270	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g43800	mips_11_07_07	"glutathione transferase-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_33_03_13
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_01_01
	Training Accuracy: 13/14 (92.86%)
	Training Frequency class 'mips_47_03_11_03': 17/2913 (0.58%)

	Evaluation on validation data (1468 items):
	at_At1g27140 -	mips_01_01_01	"glutathione transferase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_05_03
			mips_67_01
			mips_67_01_01
	at_At2g02380 -	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
	at_At2g02930	mips_01_20_35	"putative glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g02790 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
			mips_98
	at_At5g17220	mips_01_20_35	"glutathione S-transferase-like protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	Validation Accuracy: 2/5 (40.00%)
	Validation Frequency class 'mips_47_03_11_03': 6/1468 (0.41%)

	Evaluation on propertest data (2441 items):
	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_At1g27130 -	mips_01_01	"glutathione transferase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50_25
	at_At1g49860	mips_11_07_07	"glutathione S-transferase, putative"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69930 -	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78340 -	mips_01_01_01_11	"GST7 like protein"
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02390 -	mips_01_01_01	"glutathione S-transferase like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_03_01_05
			mips_03_01_05_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
	at_At2g29440 -	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At2g30870	mips_11_07_07	"glutathione S-transferase (erd13)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g62760	mips_11_07_07	"Glutathione transferase III-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At4g02520	mips_01_20_35	"Atpm24.1 glutathione S transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	Propertest Accuracy: 5/10 (50.00%)
	Propertest Frequency class 'mips_47_03_11_03': 11/2441 (0.45%)

	New (unknown) data (1468 items):
	at_At2g29460 -	mips_20	"putative glutathione S-transferase"
			mips_40_04
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25


------------------
Rule 988
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2) = 0
	eval(_1,_2,0.0-9.0e-25),desc(_2,precursor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),classification(_2,mus) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
	->  class mips_47_03_11_07 "liver"

	Evaluation on training data (2913 items):
	at_At1g02920	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02930	mips_01_20	"glutathione S-transferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02940	mips_01_20_35	""
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02950	mips_11_07_07	"glutathione S-transferase (GST31)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g17170 -	mips_01_01_10_05	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_67_01
	at_At1g53680	mips_01	"glutathione transferase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g59670	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At1g59700 -	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g69920	mips_11_07	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g77290	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78320 -	mips_01_01	"2,4-D inducible glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At1g78360	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78370	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78380	mips_11_07	"glutathione S-transferase like protein"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_10_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_04
	at_At2g29450	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g30860	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g09270	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g43800	mips_11_07_07	"glutathione transferase-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_33_03_13
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_01_01
	Training Accuracy: 15/18 (83.33%)
	Training Frequency class 'mips_47_03_11_07': 63/2913 (2.16%)

	Evaluation on validation data (1468 items):
	at_At1g27140 -	mips_01_01_01	"glutathione transferase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_05_03
			mips_67_01
			mips_67_01_01
	at_At2g02380 -	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
	at_At2g02930	mips_01_20_35	"putative glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g29470 -	mips_01_01	"putative glutathione S-transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g47730	mips_11_01_01	"glutathione S-transferase (GST6)"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g02790 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
			mips_98
	at_At5g17220	mips_01_20_35	"glutathione S-transferase-like protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g41240 -	mips_01_01_10_05	"glutathione transferase"
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_62_02_01_01
	Validation Accuracy: 3/8 (37.50%)
	Validation Frequency class 'mips_47_03_11_07': 31/1468 (2.11%)

	Evaluation on propertest data (2441 items):
	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_At1g27130 -	mips_01_01	"glutathione transferase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50_25
	at_At1g49860	mips_11_07_07	"glutathione S-transferase, putative"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69930	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78340 -	mips_01_01_01_11	"GST7 like protein"
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02390 -	mips_01_01_01	"glutathione S-transferase like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_03_01_05
			mips_03_01_05_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
	at_At2g29440 -	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At2g29480 -	mips_01	"putative glutathione S-transferase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_04
			mips_98
	at_At2g30870	mips_11_07_07	"glutathione S-transferase (erd13)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g62760	mips_11_07_07	"Glutathione transferase III-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At4g02520	mips_01_20_35	"Atpm24.1 glutathione S transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g41210 -	mips_01_01_01_11	"glutathione transferase AtGST 10 (emb|CAA10457.1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_03
			mips_62_02_01_01
	Propertest Accuracy: 6/12 (50.00%)
	Propertest Frequency class 'mips_47_03_11_07': 46/2441 (1.88%)

	New (unknown) data (1468 items):
	at_At2g29460 -	mips_20	"putative glutathione S-transferase"
			mips_40_04
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25


------------------
Rule 981
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2) = 0
	eval(_1,_2,0.0-9.0e-25),desc(_2,precursor) = 0
	eval(_1,_2,8.0e-10-2.0e-5),sq_len(_2,1005.0-6487.0),classification(_2,mus) = 0
	eval(_1,_2,9.0e-25-8.0e-10),db_ref(_2,pir),desc(_2,intergenic) = 0
	seq_ck1_ratio <= 0.214
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
	->  class mips_47_03_21_03 "endocrine organ"

	Evaluation on training data (2913 items):
	at_At1g02920	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02930	mips_01_20	"glutathione S-transferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02940	mips_01_20_35	""
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02950	mips_11_07_07	"glutathione S-transferase (GST31)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g17170 -	mips_01_01_10_05	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_67_01
	at_At1g53680	mips_01	"glutathione transferase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69920	mips_11_07	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g77290	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78370	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78380	mips_11_07	"glutathione S-transferase like protein"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_10_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_04
	at_At2g29450	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g30860	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g09270	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g43800	mips_11_07_07	"glutathione transferase-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_33_03_13
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_01_01
	Training Accuracy: 13/14 (92.86%)
	Training Frequency class 'mips_47_03_21_03': 22/2913 (0.76%)

	Evaluation on validation data (1468 items):
	at_At1g27140 -	mips_01_01_01	"glutathione transferase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_05_03
			mips_67_01
			mips_67_01_01
	at_At2g02380 -	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
	at_At2g02930	mips_01_20_35	"putative glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g02790 -	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
			mips_98
	at_At5g17220	mips_01_20_35	"glutathione S-transferase-like protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	Validation Accuracy: 2/5 (40.00%)
	Validation Frequency class 'mips_47_03_21_03': 6/1468 (0.41%)

	Evaluation on propertest data (2441 items):
	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_At1g27130 -	mips_01_01	"glutathione transferase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50_25
	at_At1g49860	mips_11_07_07	"glutathione S-transferase, putative"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69930 -	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78340 -	mips_01_01_01_11	"GST7 like protein"
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02390 -	mips_01_01_01	"glutathione S-transferase like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_03_01_05
			mips_03_01_05_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
	at_At2g29440 -	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At2g30870	mips_11_07_07	"glutathione S-transferase (erd13)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g62760	mips_11_07_07	"Glutathione transferase III-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At4g02520	mips_01_20_35	"Atpm24.1 glutathione S transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	Propertest Accuracy: 5/10 (50.00%)
	Propertest Frequency class 'mips_47_03_21_03': 14/2441 (0.57%)

	New (unknown) data (1468 items):
	at_At2g29460 -	mips_20	"putative glutathione S-transferase"
			mips_40_04
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25


------------------
Rule 271
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 1
	scop_c.69 <= 5.3e-09
	->  class mips_62_02_01_01 "enzyme activator"

	Evaluation on training data (2913 items):
	at_At1g73290	mips_06_01	"putative serine carboxypeptidase"
			mips_06_04
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At1g73300	mips_06_07_11	"putative serine carboxypeptidase"
			mips_40_25
			mips_62_02_01_01
	at_At2g24010	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g35770	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g07990	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g25420	mips_40_25	"serine carboxypeptidase, putative"
			mips_62_02_01_01
	at_At3g52010	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At4g12910	mips_62_02_01_01	"SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
	at_At4g15100	mips_06_07_11	"hydroxynitrile lyase like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g30810	mips_06_07_11	"serine carboxypeptidase II like protein"
			mips_40_25
			mips_62_02_01_01
	at_At5g08260	mips_40_07	"serine-type carboxypeptidase II-like protein"
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g23210	mips_06	"serine carboxypeptidase II-like protein"
			mips_06_07_11
			mips_40_25
			mips_62_02_01_01
			mips_67
	Training Accuracy: 12/12 (100.00%)
	Training Frequency class 'mips_62_02_01_01': 117/2913 (4.02%)

	Evaluation on validation data (1468 items):
	at_At1g43780	mips_06_07_11	"serine carboxypeptidase II, putative"
			mips_40_25
			mips_62_02_01_01
	at_At3g52020	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_07_11
			mips_06_10
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g09640	mips_06_07_11	"carboxypeptidase like protein"
			mips_40_25
			mips_62_02_01_01
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_62_02_01_01': 63/1468 (4.29%)

	Evaluation on propertest data (2441 items):
	at_At1g15000 -	mips_06_13_04	"serine carboxypeptidase precursor, putative"
			mips_40_25
			mips_62_02_01_02
	at_At1g33540	mips_06_04	"serine carboxypeptidase, putative"
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At2g05850	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g27920	mips_06_01	"putative carboxypeptidase"
			mips_06_04
			mips_06_13
			mips_06_13_04
			mips_06_13_04_02
			mips_40_07
			mips_40_09
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_67
	at_At2g35780	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_07_11
			mips_06_10
			mips_40_25
			mips_62_02_01
			mips_62_02_01_01
	at_At3g12220	mips_06_01	"hypothetical protein"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g63470	mips_06_07_11	"serin carboxypeptidase - like protein"
			mips_40_25
			mips_62_02_01_01
	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
	Propertest Accuracy: 7/8 (87.50%)
	Propertest Frequency class 'mips_62_02_01_01': 95/2441 (3.89%)

	New (unknown) data (1468 items):
	at_At1g11080 -	mips_06	"Serine carboxypeptidase isolog"
			mips_06_13
	at_At1g28110 -	no entry	null
	at_At1g61130 -	mips_06	""
			mips_06_13
	at_At1g73270 -	mips_06_01	"putative serine carboxypeptidase"
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_25
	at_At1g73280 -	mips_06_01	"putative serine carboxypeptidase"
			mips_06_07_11
			mips_06_10
			mips_40_25
	at_At1g73310 -	no entry	null
	at_At2g22920 -	no entry	null
	at_At2g22970 -	mips_06_13	"putative serine carboxypeptidase II"
	at_At2g22980 -	no entry	null
	at_At2g22990 -	mips_06_07_11	"putative serine carboxypeptidase I"
			mips_40_25
	at_At2g23000 -	no entry	null
	at_At2g23010 -	mips_06_13	"putative serine carboxypeptidase I"
	at_At2g24000 -	no entry	null
	at_At2g33530 -	no entry	null
	at_At3g10410 -	mips_06_13_04	"putative serine carboxypeptidase precursor"
			mips_40_25
	at_At3g10450 -	no entry	null
	at_At3g12203 -	mips_06_07_11	"serine carboxypeptidase, putative"
			mips_40_25
	at_At3g12230 -	mips_06_07_11	"hypothetical protein"
			mips_40_25
	at_At3g12240 -	no entry	null
	at_At3g17180 -	mips_06_13	"putative serine carboxypeptidase II"
	at_At3g45010 -	mips_06_13_04	"carboxypeptidase precursor-like protein"
			mips_40_25
	at_At3g52000 -	mips_06_07_11	"serine-type carboxypeptidase like protein"
			mips_40_25
	at_At3g56540 -	mips_06	"serine carboxypeptidase-like protein"
			mips_06_13
	at_At4g30610 -	mips_06_07_11	"SERINE CARBOXYPEPTIDASE II-like protein"
			mips_40_25
	at_At5g22960 -	no entry	null
	at_At5g22980 -	mips_06_13_04	"serine carboxypeptidase"
			mips_40_25
	at_At5g42230 -	no entry	null
	at_At5g42240 -	no entry	null


------------------
Rule 1506
	scop_c <= 0.02
	hmmsmart_s_tkc(_orf_0,_hmmsmart_id_1),ipr_Protein_kinase(_orf_0,_ipr_2),hmmsmart_tyrkc(_orf_0,_hmmsmart_id_3) = 1
	->  class mips_01_01_01_11 "biosynthesis of the cysteine-aromatic group"

	Evaluation on training data (2913 items):
	at_At2g19410	mips_01_01_01_11	"putative protein kinase"
	at_At3g13690	mips_01_01_01_11	"protein kinase, putative"
			mips_06_07_03
			mips_10_01_05_01
	at_At4g25160	mips_01_01_01	"putative Ser/Thr protein kinase"
			mips_01_01_01_11
	at_At5g12000	mips_01_01_01_11	"putative receptor - like kinase"
	at_At5g26150	mips_01_01_01_11	"putative protein"
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_01_01_01_11': 121/2913 (4.15%)

	Evaluation on validation data (1468 items):
	at_At1g16760	mips_01_01_01_11	"hypothetical protein"
	at_At2g24370	mips_01_01_01	"putative protein kinase"
			mips_01_01_01_11
	at_At2g45910	mips_01_01_01	"putative protein kinase"
			mips_01_01_01_11
			mips_06_07_03
			mips_13_11
			mips_62_01_01
			mips_63_19_03
	at_At5g61550	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g61560	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_01
			mips_10_01_01
			mips_10_05
	Validation Accuracy: 5/5 (100.00%)
	Validation Frequency class 'mips_01_01_01_11': 74/1468 (5.04%)

	Evaluation on propertest data (2441 items):
	at_At1g17540	mips_01_01	"protein kinase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g55200 -	mips_06_07_03	"protein kinase, putative"
			mips_10_01_05_01
	at_At1g72760	mips_01_01_01_11	"putative protein kinase"
	at_At1g78940	mips_01_01_01_11	"hypothetical protein"
	at_At5g35380 -	mips_14_04_03_01	"putative protein"
	Propertest Accuracy: 3/5 (60.00%)
	Propertest Frequency class 'mips_01_01_01_11': 102/2441 (4.18%)

	New (unknown) data (1468 items):
	at_At1g04210 -	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g05700 -	mips_10_05	"putative light repressible receptor protein kinase"
			mips_40_02
	at_At1g06840 -	no entry	null
	at_At1g07550 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At1g09970 -	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	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_At1g14390 -	no entry	null
	at_At1g17230 -	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17750 -	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g21590 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
	at_At1g24650 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g27190 -	no entry	null
	at_At1g28440 -	mips_08_13	"hypothetical protein"
	at_At1g29730 -	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g29740 -	mips_08_13	"Putative receptor-like serine/threonine kinase"
			mips_11_05_01
	at_At1g29750 -	no entry	null
	at_At1g31420 -	no entry	null
	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_At1g34210 -	no entry	null
	at_At1g35710 -	mips_08_13	"protein kinase, putative"
	at_At1g48480 -	mips_10_05	"protein kinase, putative"
	at_At1g49100 -	no entry	null
	at_At1g49180 -	mips_01_04	"similar to MAP/ERK kinase kinase 3 gi|4505153"
			mips_13_03
			mips_13_03_01
			mips_14_01
	at_At1g50610 -	no entry	null
	at_At1g51790 -	no entry	null
	at_At1g51800 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51810 -	no entry	null
	at_At1g51820 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51830 -	no entry	null
	at_At1g51850 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51860 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51880 -	mips_10_01	"Putative protein kinase"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51890 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g53430 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g53440 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g55610 -	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At1g56120 -	mips_06_04	"receptor-like protein kinase, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g56130 -	mips_08_13	"receptor-like protein kinase, putative"
	at_At1g56140 -	no entry	null
	at_At1g60630 -	no entry	null
	at_At1g60800 -	no entry	null
	at_At1g62090 -	no entry	null
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At1g63430 -	no entry	null
	at_At1g64210 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g66150 -	no entry	null
	at_At1g66830 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g67510 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g67720 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g68400 -	no entry	null
	at_At1g69270 -	no entry	null
	at_At1g69990 -	no entry	null
	at_At1g71830 -	mips_10	"protein kinase, putative"
			mips_10_01
			mips_10_01_01
	at_At1g72180 -	no entry	null
	at_At1g72300 -	mips_08_13	"leucine-rich receptor-like protein kinase, putative"
			mips_11_05_01
	at_At1g72460 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g74360 -	mips_08_13	"putative receptor protein kinase (At1g74360)"
	at_At1g75640 -	no entry	null
	at_At1g75820 -	no entry	null
	at_At1g77280 -	no entry	null
	at_At1g78980 -	no entry	null
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At2g01210 -	no entry	null
	at_At2g01820 -	mips_14_01_03	"putative receptor-like protein kinase"
	at_At2g01950 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g02220 -	mips_06_04	"putative receptor-like protein kinase"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g02780 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g07020 -	no entry	null
	at_At2g07040 -	no entry	null
	at_At2g13790 -	mips_10_01	"putative receptor protein kinase (F13J11.14/At2g13790)"
			mips_10_01_01
	at_At2g13800 -	mips_10_05	"putative receptor-like protein kinase"
			mips_40_02
	at_At2g14440 -	no entry	null
	at_At2g14510 -	no entry	null
	at_At2g15300 -	no entry	null
	at_At2g16250 -	mips_10_01	"putative LRR receptor protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g19190 -	no entry	null
	at_At2g19210 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At2g19230 -	no entry	null
	at_At2g20850 -	no entry	null
	at_At2g23300 -	no entry	null
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g24130 -	mips_08_13	"putative receptor-like protein kinase"
	at_At2g24230 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g26730 -	mips_10_05	"putative receptor-like protein kinase"
	at_At2g27060 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28970 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g33170 -	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At2g35620 -	no entry	null
	at_At2g36570 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g41820 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At2g45340 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g13065 -	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g13380 -	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g14350 -	no entry	null
	at_At3g14840 -	mips_11_05_01	"receptor-like serine/threonine kinase, putative"
	at_At3g17840 -	no entry	null
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g21340 -	mips_10_01	"serine/threonine-specific protein kinase, putative"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At3g23000 -	no entry	null
	at_At3g23750 -	mips_08_13	"receptor-like kinase, putative"
	at_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	at_At3g24660 -	no entry	null
	at_At3g25560 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g28040 -	no entry	null
	at_At3g28450 -	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g42880 -	no entry	null
	at_At3g46330 -	no entry	null
	at_At3g46340 -	no entry	null
	at_At3g46350 -	mips_10_01	"receptor-like protein kinase homolog"
			mips_10_01_01
	at_At3g46370 -	no entry	null
	at_At3g46400 -	no entry	null
	at_At3g46420 -	no entry	null
	at_At3g47090 -	mips_11_05_01	"receptor kinase-like protein"
	at_At3g47110 -	no entry	null
	at_At3g47570 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g49060 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At3g50230 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At3g51740 -	no entry	null
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g56100 -	mips_14_01_03	"putative protein"
	at_At3g56370 -	mips_08_13	"putative protein"
	at_At3g57830 -	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At3g59410 -	no entry	null
	at_At4g03390 -	no entry	null
	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_At4g12020 -	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g18640 -	mips_10	"putative protein (fragment)"
			mips_10_01_01
	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_At4g20270 -	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g20450 -	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At4g20940 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At4g23740 -	mips_10_05	"putative receptor kinase"
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g29180 -	no entry	null
	at_At4g29450 -	no entry	null
	at_At4g29990 -	no entry	null
	at_At4g30520 -	no entry	null
	at_At4g31250 -	mips_10_05	"receptor kinase - like protein"
	at_At4g33430 -	no entry	null
	at_At4g34220 -	no entry	null
	at_At4g36180 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At4g37250 -	no entry	null
	at_At4g39270 -	mips_11_05_01	"receptor protein kinase - like protein"
	at_At4g39400 -	mips_08_13	"brassinosteroid insensitive 1 gene (BRI1)"
			mips_11_05_01
	at_At5g01890 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g06820 -	mips_11_05_01	"receptor-like protein kinase"
	at_At5g06940 -	mips_08_13	"receptor protein kinase-like protein"
			mips_11_05_01
	at_At5g07150 -	no entry	null
	at_At5g07180 -	no entry	null
	at_At5g07280 -	mips_08_13	"receptor-like protein kinase-like protein"
	at_At5g10020 -	mips_06_04	"receptor protein kinase -like(fragment)"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g10290 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g16000 -	no entry	null
	at_At5g16590 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g16900 -	no entry	null
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g20690 -	no entry	null
	at_At5g24100 -	no entry	null
	at_At5g25930 -	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g35390 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g37450 -	no entry	null
	at_At5g39390 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g41180 -	no entry	null
	at_At5g43020 -	no entry	null
	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_At5g45780 -	no entry	null
	at_At5g45800 -	mips_08_13	"receptor kinase-like protein"
	at_At5g45840 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g46330 -	mips_06_04	"receptor protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g48380 -	no entry	null
	at_At5g48740 -	no entry	null
	at_At5g48940 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g49660 -	no entry	null
	at_At5g49760 -	no entry	null
	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_At5g51270 -	mips_01_01_01	"putative protein"
	at_At5g51350 -	no entry	null
	at_At5g51560 -	no entry	null
	at_At5g53320 -	no entry	null
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g56040 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g56790 -	no entry	null
	at_At5g58150 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g58300 -	no entry	null
	at_At5g59650 -	no entry	null
	at_At5g59660 -	no entry	null
	at_At5g59670 -	no entry	null
	at_At5g59680 -	no entry	null
	at_At5g61480 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At5g62710 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At5g63930 -	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At5g63940 -	mips_10_05	"putative protein"
	at_At5g65240 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At5g65700 -	mips_10	"receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At5g65710 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g67200 -	no entry	null
	at_At5g67280 -	mips_08_13	"receptor-like protein kinase"


------------------
Rule 989
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	ss(_1,_3,b,_2),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0),ss(_1,_4,c,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_3),notequal(_6,_2) = 1
	eval(_1,_2,0.0-9.0e-25),classification(_2,poaceae),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,1574.0-38820.0),species(_2,schizosaccharomyces_pombe__fission_yeast_) = 0
	->  class mips_01_01_01_11 "biosynthesis of the cysteine-aromatic group"

	Evaluation on training data (2913 items):
	at_At1g02920 -	mips_01_20_35	"glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02930 -	mips_01_20	"glutathione S-transferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02940 -	mips_01_20_35	""
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g02950 -	mips_11_07_07	"glutathione S-transferase (GST31)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_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_At1g17170 -	mips_01_01_10_05	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_67_01
	at_At1g37130	mips_01_01_01_07	"nitrate reductase (At1g37130)"
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_30_27
			mips_30_27_01
	at_At1g53680	mips_01	"glutathione transferase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g59670	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At1g59700	mips_01_01_01_11	"glutathione S-transferase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g69920 -	mips_11_07	"putative glutathione transferase"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g72810	mips_01_01_01_07	"hypothetical protein"
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At1g77290 -	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g77760	mips_01_01	"nitrate reductase 1 (NR1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_02
			mips_02_11
			mips_30
			mips_30_27
			mips_30_27_01
			mips_40_16
	at_At1g78320	mips_01_01	"2,4-D inducible glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At1g78360	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78370 -	mips_11_01	"unknown protein"
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g78380 -	mips_11_07	"glutathione S-transferase like protein"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_10_05
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_04
	at_At2g29450 -	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g30860 -	mips_11_07_07	"glutathione S-transferase"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g09270	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_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_At3g43800 -	mips_11_07_07	"glutathione transferase-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_33_03_13
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_67_01
			mips_67_01_01
	at_At3g59760	mips_01_01_01_11	"cysteine synthase"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At3g61440	mips_01_01	"cysteine synthase (AtcysC1)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At4g11640	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_07
			mips_01_20_19
			mips_01_20_21
			mips_20_25_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g14880	mips_01_01_01_11	"cytosolic O-acetylserine(thiol)lyase (EC 4.2.99.8)"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At5g28030	mips_01_01_01_11	"cysteine synthase - like"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At5g33280 -	mips_08_99	"chloride channel-like protein"
			mips_13_01_03
			mips_13_01_03_05
			mips_43
			mips_43_03
			mips_45_03_17
			mips_45_03_99
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_99
			mips_67_01
			mips_67_01_01
			mips_67_04_07
	at_At5g44000 -	mips_11_05	"putative protein"
			mips_11_07_07
			mips_11_07_07_03
	at_At5g54810	mips_01_01_01_07	"tryptophan synthase beta chain 1 precursor (sp|P14671)"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	Training Accuracy: 17/31 (54.84%)
	Training Frequency class 'mips_01_01_01_11': 121/2913 (4.15%)

	Evaluation on validation data (1468 items):
	at_At1g10370	mips_01_01_01_11	"glutathione S-transferase (GST30b)"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_20_25_07
			mips_20_25_07_03
	at_At1g27140 -	mips_01_01_01	"glutathione transferase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_05_03
			mips_67_01
			mips_67_01_01
	at_At1g55880	mips_01_01_01_07	"hypothetical protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At1g74590	mips_01_01	"glutathione S-transferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02380	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11_07_07
			mips_11_07_07_03
	at_At2g02930 -	mips_01_20_35	"putative glutathione S-transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g29470	mips_01_01	"putative glutathione S-transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g43750	mips_01_01_01_11	"cysteine synthase (cpACS1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At2g47730 -	mips_11_01_01	"glutathione S-transferase (GST6)"
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g02790	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
			mips_98
	at_At5g17220 -	mips_01_20_35	"glutathione S-transferase-like protein"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At5g20840 -	mips_01_20_01	"putative 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
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At5g28020	mips_01_01	"cysteine synthase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At5g38530	mips_01_01_01	"tryptophan synthase beta chain"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_20_17
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At5g41240 -	mips_01_01_10_05	"glutathione transferase"
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_62_02_01_01
	Validation Accuracy: 9/15 (60.00%)
	Validation Frequency class 'mips_01_01_01_11': 74/1468 (5.04%)

	Evaluation on propertest data (2441 items):
	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_At1g27130	mips_01_01	"glutathione transferase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50_25
	at_At1g49860 -	mips_11_07_07	"glutathione S-transferase, putative"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At1g69930	mips_01_01	"putative glutathione transferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01
			mips_11_01_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g78340	mips_01_01_01_11	"GST7 like protein"
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
	at_At2g02390	mips_01_01_01	"glutathione S-transferase like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_03_01_05
			mips_03_01_05_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
	at_At2g29420	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At2g29440	mips_01_01_01_11	"putative glutathione S-transferase"
			mips_01_01_10
			mips_01_01_10_05
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_20_25_07
			mips_20_25_07_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At2g29480	mips_01	"putative glutathione S-transferase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_11
			mips_11_05
			mips_11_05_03
			mips_20
			mips_40_03
			mips_40_04
			mips_40_10
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_04
			mips_98
	at_At2g30870 -	mips_11_07_07	"glutathione S-transferase (erd13)"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_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_At3g62760 -	mips_11_07_07	"Glutathione transferase III-like protein"
			mips_11_07_07_01
			mips_11_07_07_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At4g02520 -	mips_01_20_35	"Atpm24.1 glutathione S transferase"
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_25_05_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At4g27070	mips_01_01_01_07	"tryptophan synthase beta-subunit (TSB2)"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_01_20_19
			mips_01_20_21
			mips_63_21
			mips_63_21_17
	at_At4g29840	mips_01_01_01	"threonine synthase"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_01_10_03
			mips_01_01_10_05
	at_At5g27200 -	mips_01_06_01	"acyl carrier protein precursor - like"
			mips_01_20_05
			mips_01_20_05_11
			mips_67_04
			mips_67_13
			mips_67_15
	at_At5g41210	mips_01_01_01_11	"glutathione transferase AtGST 10 (emb|CAA10457.1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_07
			mips_11_07_07_03
			mips_62_02_01_01
	at_At5g41220 -	mips_11_07_07	"glutathione transferase-like"
			mips_11_07_07_03
	Propertest Accuracy: 11/19 (57.89%)
	Propertest Frequency class 'mips_01_01_01_11': 102/2441 (4.18%)

	New (unknown) data (1468 items):
	at_At1g01900 -	mips_06_13	"hypothetical protein"
	at_At1g04110 -	no entry	null
	at_At1g05350 -	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_06_07_07
			mips_30_25
			mips_40_25
			mips_67_50
			mips_67_50_25
	at_At1g09640 -	mips_05_04_02	"unknown protein"
			mips_05_07
			mips_05_10
			mips_05_99
	at_At1g12560 -	mips_40_01	"hypothetical protein"
	at_At1g20190 -	mips_40_01	"expansin S2 precursor like protein"
	at_At1g26340 -	mips_01_06_99	"cytochrome b5 like protein"
			mips_02_11_05
	at_At1g26770 -	mips_30_01	"expansin 10"
			mips_40_01
	at_At1g54580 -	mips_01_06_01	"unknown protein"
			mips_02_11
			mips_02_11_05
			mips_63_09
			mips_67_04
			mips_67_15
	at_At1g54630 -	mips_02	"unknown protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_40_16
			mips_63_09
			mips_67_04
			mips_67_15
	at_At1g57720 -	mips_05_04_02	"unknown protein"
			mips_05_07
			mips_05_10
			mips_05_99
	at_At1g60660 -	mips_02_11_05	"Putative Cytochrome B5"
			mips_67_15
	at_At1g62980 -	mips_40_01	"expansin At-EXP6, putative"
	at_At1g65290 -	mips_02_11_05	"unknown protein"
			mips_25_05_25
			mips_63_09
			mips_67_13
	at_At1g69530 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At1g75270 -	mips_05_10	"GSH-dependent dehydroascorbate reductase 1, putative"
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At2g03090 -	mips_30_01	"expansin like protein"
			mips_40_01
	at_At2g03340 -	no entry	null
	at_At2g20750 -	mips_40_01	"beta-expansin"
	at_At2g26920 -	no entry	null
	at_At2g28950 -	mips_40_01	"putative expansin"
	at_At2g29460 -	mips_20	"putative glutathione S-transferase"
			mips_40_04
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At2g29490 -	mips_40_10_05	"putative glutathione S-transferase"
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50_25
	at_At2g32720 -	mips_02_11_05	"putative cytochrome b5"
			mips_02_13
	at_At2g37640 -	mips_30_01	"putative expansin"
			mips_40_01
	at_At2g39700 -	mips_40_01	"putative expansin"
	at_At2g40610 -	mips_40_01	"putative expansin"
	at_At2g45110 -	mips_30_01	"putative beta-expansin"
			mips_40_01
	at_At2g46210 -	mips_01_06_99	"putative fatty acid desaturase/cytochrome b5 fusion protein"
	at_At3g29030 -	mips_40_01	"expansin At-EXP5"
	at_At3g45960 -	no entry	null
	at_At3g45970 -	no entry	null
	at_At3g55500 -	mips_40_01	"expansin-like protein"
	at_At3g60570 -	mips_30_01	"putative protein"
	at_At4g01630 -	mips_30	"putative expansin"
			mips_30_01
			mips_40_01
			mips_98
	at_At4g27670 -	mips_06_01	"heat shock protein 21"
	at_At4g28250 -	mips_30	"putative beta-expansin/allergen protein"
			mips_98
	at_At4g38210 -	mips_30_01	"expansin -like protein"
			mips_40_01
	at_At4g38400 -	no entry	null
	at_At5g02260 -	mips_40_01	"expansin precursor - like protein"
	at_At5g05290 -	mips_40_01	"expansin At-EXP2 (gb|AAB38073.1)"
	at_At5g12120 -	no entry	null
	at_At5g16710 -	no entry	null
	at_At5g21150 -	mips_05_04_01	"zwille/pinhead-like protein"
			mips_05_07
			mips_63_03_03
	at_At5g39260 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39270 -	mips_30	"expansin-like protein"
			mips_40_01
			mips_98
	at_At5g39280 -	mips_40_01	"expansin-like protein"
	at_At5g39290 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39300 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39310 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g45900 -	mips_01_07	"autophagy 7 (AtAPG7)"
			mips_01_07_01
			mips_06_07_07
			mips_30_25
			mips_40_25
			mips_67_50
			mips_67_50_25
	at_At5g47630 -	mips_01_06_01	"acyl carrier protein-like"
			mips_02_11
			mips_02_11_05
			mips_25_05_25
			mips_63_09
			mips_67_04
			mips_67_13
			mips_67_15
	at_At5g48810 -	mips_02	"cytochrome b5 (dbj|BAA74840.1)"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_40_16
			mips_67_04
			mips_67_15
	at_At5g53560 -	mips_01_06_01	"cytochrome b5 (dbj|BAA74839.1)"
			mips_01_06_99
			mips_02_11
			mips_67_04
			mips_67_15
	at_At5g56320 -	mips_40_01	"expansin"
	at_At5g67360 -	no entry	null


------------------
Rule 1570
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 0
	seq_if2_ratio <= 0.556
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),alpha_dist(_1,45.54-101.0) = 0
	ss(_1,_3,b,_2),b_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 0
	seq_ew10_ratio <= 0.599
	seq_ta5_ratio <= 1.055
	seq_cc7_ratio <= 0.215
	seq_ks10_ratio <= 1.587
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,5.15-11.94),a_len(_4,15.0-30.0) = 0
	->  class mips_01_03_16_01 "RNA degradation"

	Evaluation on training data (2913 items):
	at_At1g11650	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25
			mips_20_25_16_09
	at_At1g22910	mips_01_03	"unknown protein (At1g22910)"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08
			mips_08_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_25
			mips_25_05
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
			mips_25_05_10
			mips_25_05_99
			mips_30
			mips_30_03
	at_At1g23860	mips_01_03_16	"9G8-like splicing factor / SRZ-21"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_33_03_99
	at_At1g43190	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47500	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_05
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g49600	mips_01_03	"DNA binding protein ACBF, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At1g50300	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g55310	mips_01_03_16	"Serine/arginine-rich protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g66260	mips_01_03_16	"RNA and export factor binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g72800	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_04_01
			mips_04_01_04
			mips_04_03
			mips_04_03_03
			mips_40_10_07
			mips_63_03_03
	at_At2g14550	mips_01_03_16	"putative spliceosome associated protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g14870	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At2g16260	mips_01_03	"putative glycine-rich RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g16940	mips_01_03_16	"splicing factor like protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g29580	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At2g42890	mips_01_03_16	"MEI2-like protein (MEI2)"
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_07
			mips_04_09
	at_At2g43410	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
	at_At2g44710	mips_01_03	"putative heterogeneous nuclear ribonucleoprotein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g46610	mips_01_03	"putative arginine/serine-rich splicing factor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47310	mips_01_03	"putative FCA-related protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07240	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07250	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_06
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01_01
			mips_25_05
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
			mips_25_05_10
			mips_25_05_99
			mips_30
			mips_30_03
	at_At3g11400	mips_01_03	"putative eukaryotic translation initiation factor 3 subunit"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g14450	mips_01_03	"RNA-binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g16380	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_04
			mips_04_05_05
			mips_20_25_16_09
			mips_40_10
	at_At3g19130	mips_01_03_16	"nuclear acid binding protein, putative"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20930	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16_09
			mips_40_26
			mips_40_26_03
	at_At3g50670	mips_01_03_16	"U1 snRNP 70K protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05_01
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At3g54230	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g61860	mips_01_03	"ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_13_11
			mips_13_11_11
			mips_20
			mips_20_25
			mips_63_03_03
	at_At4g00830	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At4g25500	mips_01_03_16	"splicing factor At-SRp40"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16_09
	at_At4g26650	mips_01_03_16	"hnRNP-like protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16
			mips_20_25_16_09
	at_At4g27000	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g31580 -	mips_04_05_05_01	"splicing factor 9G8-like SR protein / SRZ-22"
			mips_04_05_05_01_10
			mips_20_25_16
			mips_63_03_03
	at_At4g34110	mips_01_03_16	"poly(A)-binding protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_05_07
			mips_05_99
			mips_20_25_16_09
	at_At5g07290	mips_01_03_16	"Mei2-like protein"
			mips_01_03_16_01
			mips_03_03_02
			mips_20_25_16_09
	at_At5g08700	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g16260	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25
			mips_20_25_16_09
	at_At5g37720	mips_01	"putative protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At5g52040	mips_01_03_16	"arginine/serine-rich splicing factor RSP41 homolog"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g55550	mips_01_03_16	"RNA-binding protein-like"
			mips_01_03_16_01
			mips_04_99
			mips_20_25
			mips_20_25_16_09
	Training Accuracy: 41/42 (97.62%)
	Training Frequency class 'mips_01_03_16_01': 67/2913 (2.30%)

	Evaluation on validation data (1468 items):
	at_At1g02840	mips_01_03_16	"ribonucleoprotein SF-2 like protein"
			mips_01_03_16_01
			mips_20_25_16_09
	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_At1g09230	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g22760	mips_01_03	"putative polyA-binding protein, PAB3"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01
			mips_11_01_05
			mips_11_01_99
	at_At1g34140	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47490	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g49760	mips_01_03_16	"Putative Poly-A Binding Protein (F14J22.3)"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53650	mips_01	"RNA-binding protein, putative"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At1g71770	mips_01_03_16	"polyadenylate-binding protein 5"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g71800	mips_01_03_16	"cleavage stimulation factor, putative"
			mips_01_03_16_01
			mips_04_05_05
			mips_13
			mips_13_11
			mips_20_25_16_09
	at_At2g19380	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
	at_At2g35410	mips_01_03	"putative chloroplast RNA binding protein precursor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At2g36660	mips_01_03	"putative poly(A) binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
			mips_25_05_03
			mips_25_05_04
	at_At3g06970	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g13700	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At4g13860 -	mips_04_05_05	"RNA-binding protein like"
			mips_04_05_05_05
			mips_11_01
			mips_13_11
			mips_25_05_25
			mips_40_10_99
			mips_40_26
			mips_40_26_03
	at_At5g59950 -	mips_04_03	"transcriptional coactivator - like protein"
			mips_04_03_03
			mips_04_05_01_01
	at_At5g64200 -	mips_04_05_05_05	"putative protein"
	at_At5g65260 -	mips_04_05_05	"poly(A)-binding protein II-like"
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_04_07
			mips_08_01
			mips_13_05
	Validation Accuracy: 14/19 (73.68%)
	Validation Frequency class 'mips_01_03_16_01': 24/1468 (1.63%)

	Evaluation on propertest data (2441 items):
	at_At1g01080	mips_01_03	"ribonucleoprotein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05
			mips_20_25
			mips_20_25_16_09
	at_At1g20880	mips_01_03	"At1g20880/F9H16_14"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g21570	mips_01_03_16	"glycine-rich RNA-binding protein grp1a, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g22330	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g33470 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g54080	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g60000 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g60650 -	mips_04_05_01	"putative RNA-binding protein"
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_33_03_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At1g67770	mips_01_03	"terminal ear1-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g74230 -	mips_25_05_13	"putative RNA-binding protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At2g05160	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At2g18510 -	mips_04_05	"putative spliceosome associated protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_25
			mips_63_03
	at_At2g21690	mips_01_03_16	"putative glycine-rich RNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
			mips_40_25
	at_At2g22090	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g23350	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g33410	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	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_At2g41060	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g42240 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_06_10
			mips_40_10_99
			mips_63_03_03
	at_At2g43370	mips_01_03	"putative U1 small nuclear ribonucleoprotein 70 kDa"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g15010	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g26120	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g48830 -	mips_04_03	"putative protein"
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_05
	at_At3g52380	mips_01	"RNA-binding protein cp33 precursor"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_03
	at_At3g52660	mips_01_03_16	"putative RNA binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g56860	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g02430	mips_01_03_16	""
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g02530 -	mips_04_05_01_01	"putative protein"
			mips_04_05_05
	at_At5g04210 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_05_05_05
	at_At5g09880 -	mips_04_05_05	"splicing factor-like protein"
			mips_04_05_05_01
	at_At5g19350	mips_01_03	"DNA binding protein ACBF - like"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At5g43960 -	mips_10_01_05_05	"putative protein"
			mips_10_01_05_05_01
	at_At5g46250 -	mips_04_03	"unknown protein"
			mips_04_05_05
			mips_04_05_05_99
			mips_04_99
			mips_63_03_03
	at_At5g47320 -	mips_25_05_13	"40S ribosomal protein S19"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At5g55670 -	mips_04_05	"unknown protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_25
			mips_25_05
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
			mips_63_01
			mips_63_03
	at_At5g58790	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g60170 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_25
			mips_63_03
	at_At5g60980 -	mips_10_01_05_05	"ras-GTPase-activating protein SH3-domain binding protein - like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	Propertest Accuracy: 21/38 (55.26%)
	Propertest Frequency class 'mips_01_03_16_01': 56/2441 (2.29%)

	New (unknown) data (1468 items):
	at_At1g03460 -	mips_05_07	"putative ribonucleoprotein"
			mips_05_99
			mips_63_03_03
	at_At1g07360 -	mips_04_05_05	"Unknown protein (At1g07360; F22G5.30)"
	at_At1g09140 -	mips_04	"putative SF2/ASF splicing modulator, Srp30"
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63
			mips_63_03
	at_At1g14340 -	no entry	null
	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_At1g17640 -	no entry	null
	at_At1g18630 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g25300 -	no entry	null
	at_At1g27050 -	mips_67_50	"unknown protein"
			mips_67_50_25
	at_At1g29400 -	mips_03_03	"putative RNA-binding protein MEI2 (At1g29400)"
			mips_03_03_02
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At1g51520 -	mips_25_05_25	"unknown protein"
	at_At1g53720 -	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g58470 -	mips_04_99	"putative protein"
	at_At1g76460 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_40_10_99
	at_At1g78260 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g79880 -	mips_25_05_10	"putative RNA-binding protein"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At2g15710 -	no entry	null
	at_At2g21440 -	no entry	null
	at_At2g24590 -	mips_04_05_05	"putative RSZp22 splicing factor"
			mips_05_07
	at_At2g33440 -	no entry	null
	at_At2g37510 -	mips_40_25	"putative RNA-binding protein"
	at_At2g46780 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_04_99
			mips_40_10_99
	at_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At3g07810 -	mips_01_03_99	"putative RNA-binding protein"
			mips_03_03_02
			mips_04_99
	at_At3g12640 -	mips_25_05_13	"hypothetical protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g13570 -	mips_25_05_10	"serine/arginine-rich protein, putative"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
	at_At3g14100 -	mips_04_05_05	"oligouridylate binding protein, putative"
	at_At3g20890 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g21100 -	no entry	null
	at_At3g23830 -	mips_14_10	"glycine-rich RNA binding protein, putative"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At3g23900 -	no entry	null
	at_At3g26420 -	no entry	null
	at_At3g27700 -	mips_25_05_15	"unknown protein"
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At3g46470 -	no entry	null
	at_At3g47120 -	mips_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g49430 -	mips_04_05_05	"PRE-MRNA SPLICING FACTOR SF2-like protein"
			mips_14_10_02
	at_At3g53460 -	mips_04_05_05	"RNA-binding protein cp29 protein"
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g54770 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_09
			mips_40_10_99
	at_At3g55340 -	no entry	null
	at_At3g55460 -	mips_14_10	"putative RNA binding protein"
			mips_14_10_02
	at_At3g59200 -	no entry	null
	at_At3g63450 -	mips_25_05_25	"putative protein"
	at_At4g03110 -	mips_04_05	"putative ribonucleoprotein"
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g12640 -	no entry	null
	at_At4g13850 -	mips_14_10	"glycine-rich RNA-binding protein AtGRP2 - like"
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g14300 -	mips_04_05_05	"ribonucleoprotein like protein"
			mips_04_09
			mips_25_05
			mips_30
			mips_30_10_03
			mips_40_10_99
	at_At4g16290 -	mips_04_05_05	"FCA delta protein"
	at_At4g17720 -	no entry	null
	at_At4g24770 -	no entry	null
	at_At4g36960 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g01720 -	no entry	null
	at_At5g04280 -	mips_04_05_05	"RNA-binding protein-like"
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
	at_At5g06000 -	mips_05_04_01	"eukaryotic translation initiation factor 3 subunit-like protein"
	at_At5g06210 -	mips_40_25	"unknown protein"
	at_At5g12190 -	no entry	null
	at_At5g28330 -	mips_04_07	"putative protein"
			mips_04_09
	at_At5g44200 -	mips_04_05_05	"nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At5g47620 -	mips_04_99	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
			mips_25_05_25
	at_At5g50250 -	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g51120 -	mips_04_05_99	"putative polyA-binding protein II"
	at_At5g54900 -	no entry	null
	at_At5g56930 -	mips_04_05_05	"unknown protein"
			mips_40_10_99
			mips_63_03_03
	at_At5g58470 -	mips_40_10_03	"RNA/ssDNA-binding protein - like"
	at_At5g61030 -	mips_04_01	"RNA-binding protein - like"
			mips_04_01_04
			mips_04_05_05
			mips_14_10
			mips_14_10_02
			mips_40_10_99
	at_At5g61960 -	mips_03_03	"Mei2-like protein"
			mips_03_03_02
			mips_04_05_05
	at_At5g66010 -	mips_25_05_13	"putative protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_63_03_03


------------------
Rule 1572
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 0
	seq_cw4_ratio <= 0.046
	seq_if2_ratio <= 0.556
	seq_yc8_ratio <= 0.043
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,5.15-11.94) = 0
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),alpha_dist(_1,45.54-101.0) = 0
	seq_wf2_ratio <= 0.15
	seq_ta5_ratio <= 1.055
	seq_cc7_ratio <= 0.215
	seq_ew10_ratio <= 0.599
	seq_ks10_ratio <= 1.587
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,5.15-11.94),a_len(_4,15.0-30.0) = 0
	->  class mips_20_25_16_09 "blood coagulation"

	Evaluation on training data (2913 items):
	at_At1g11650	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25
			mips_20_25_16_09
	at_At1g23860 -	mips_01_03_16	"9G8-like splicing factor / SRZ-21"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_33_03_99
	at_At1g43190	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47500	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_05
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g49600	mips_01_03	"DNA binding protein ACBF, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At1g50300	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g55310	mips_01_03_16	"Serine/arginine-rich protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g66260	mips_01_03_16	"RNA and export factor binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g14550	mips_01_03_16	"putative spliceosome associated protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g14870	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At2g16260	mips_01_03	"putative glycine-rich RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g16940	mips_01_03_16	"splicing factor like protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g42890 -	mips_01_03_16	"MEI2-like protein (MEI2)"
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_07
			mips_04_09
	at_At2g44710	mips_01_03	"putative heterogeneous nuclear ribonucleoprotein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g46610	mips_01_03	"putative arginine/serine-rich splicing factor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47310	mips_01_03	"putative FCA-related protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07240	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g11400	mips_01_03	"putative eukaryotic translation initiation factor 3 subunit"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g14450	mips_01_03	"RNA-binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g16380	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_04
			mips_04_05_05
			mips_20_25_16_09
			mips_40_10
	at_At3g19130	mips_01_03_16	"nuclear acid binding protein, putative"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20930	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16_09
			mips_40_26
			mips_40_26_03
	at_At3g61860 -	mips_01_03	"ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_13_11
			mips_13_11_11
			mips_20
			mips_20_25
			mips_63_03_03
	at_At4g00830 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At4g25500	mips_01_03_16	"splicing factor At-SRp40"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16_09
	at_At4g26650	mips_01_03_16	"hnRNP-like protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16
			mips_20_25_16_09
	at_At4g27000	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g31580 -	mips_04_05_05_01	"splicing factor 9G8-like SR protein / SRZ-22"
			mips_04_05_05_01_10
			mips_20_25_16
			mips_63_03_03
	at_At4g34110	mips_01_03_16	"poly(A)-binding protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_05_07
			mips_05_99
			mips_20_25_16_09
	at_At5g07290	mips_01_03_16	"Mei2-like protein"
			mips_01_03_16_01
			mips_03_03_02
			mips_20_25_16_09
	at_At5g08700	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g16260	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25
			mips_20_25_16_09
	at_At5g52040	mips_01_03_16	"arginine/serine-rich splicing factor RSP41 homolog"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g55550	mips_01_03_16	"RNA-binding protein-like"
			mips_01_03_16_01
			mips_04_99
			mips_20_25
			mips_20_25_16_09
	Training Accuracy: 29/34 (85.29%)
	Training Frequency class 'mips_20_25_16_09': 32/2913 (1.10%)

	Evaluation on validation data (1468 items):
	at_At1g02840	mips_01_03_16	"ribonucleoprotein SF-2 like protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g22760 -	mips_01_03	"putative polyA-binding protein, PAB3"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01
			mips_11_01_05
			mips_11_01_99
	at_At1g47490 -	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g49760	mips_01_03_16	"Putative Poly-A Binding Protein (F14J22.3)"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53650	mips_01	"RNA-binding protein, putative"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At1g71770	mips_01_03_16	"polyadenylate-binding protein 5"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g71800	mips_01_03_16	"cleavage stimulation factor, putative"
			mips_01_03_16_01
			mips_04_05_05
			mips_13
			mips_13_11
			mips_20_25_16_09
	at_At2g35410	mips_01_03	"putative chloroplast RNA binding protein precursor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At2g36660 -	mips_01_03	"putative poly(A) binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
			mips_25_05_03
			mips_25_05_04
	at_At3g06970	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g13860 -	mips_04_05_05	"RNA-binding protein like"
			mips_04_05_05_05
			mips_11_01
			mips_13_11
			mips_25_05_25
			mips_40_10_99
			mips_40_26
			mips_40_26_03
	at_At5g59950 -	mips_04_03	"transcriptional coactivator - like protein"
			mips_04_03_03
			mips_04_05_01_01
	at_At5g64200 -	mips_04_05_05_05	"putative protein"
	at_At5g65260 -	mips_04_05_05	"poly(A)-binding protein II-like"
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_04_07
			mips_08_01
			mips_13_05
	Validation Accuracy: 7/14 (50.00%)
	Validation Frequency class 'mips_20_25_16_09': 17/1468 (1.16%)

	Evaluation on propertest data (2441 items):
	at_At1g01080	mips_01_03	"ribonucleoprotein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05
			mips_20_25
			mips_20_25_16_09
	at_At1g20880	mips_01_03	"At1g20880/F9H16_14"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g21570	mips_01_03_16	"glycine-rich RNA-binding protein grp1a, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g22330	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g33470 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g54080	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g60000 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g60650 -	mips_04_05_01	"putative RNA-binding protein"
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_33_03_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At1g67770	mips_01_03	"terminal ear1-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g74230 -	mips_25_05_13	"putative RNA-binding protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At2g18510 -	mips_04_05	"putative spliceosome associated protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_25
			mips_63_03
	at_At2g21690	mips_01_03_16	"putative glycine-rich RNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
			mips_40_25
	at_At2g23350 -	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g33410 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	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_At2g42240 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_06_10
			mips_40_10_99
			mips_63_03_03
	at_At2g43370	mips_01_03	"putative U1 small nuclear ribonucleoprotein 70 kDa"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g15010	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g52380	mips_01	"RNA-binding protein cp33 precursor"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_03
	at_At3g52660 -	mips_01_03_16	"putative RNA binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At4g02430	mips_01_03_16	""
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g02530 -	mips_04_05_01_01	"putative protein"
			mips_04_05_05
	at_At5g04210 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_05_05_05
	at_At5g09880 -	mips_04_05_05	"splicing factor-like protein"
			mips_04_05_05_01
	at_At5g19350	mips_01_03	"DNA binding protein ACBF - like"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At5g43960 -	mips_10_01_05_05	"putative protein"
			mips_10_01_05_05_01
	at_At5g46250 -	mips_04_03	"unknown protein"
			mips_04_05_05
			mips_04_05_05_99
			mips_04_99
			mips_63_03_03
	at_At5g60170 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_25
			mips_63_03
	at_At5g60980 -	mips_10_01_05_05	"ras-GTPase-activating protein SH3-domain binding protein - like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	Propertest Accuracy: 12/29 (41.38%)
	Propertest Frequency class 'mips_20_25_16_09': 31/2441 (1.27%)

	New (unknown) data (1468 items):
	at_At1g03460 -	mips_05_07	"putative ribonucleoprotein"
			mips_05_99
			mips_63_03_03
	at_At1g09140 -	mips_04	"putative SF2/ASF splicing modulator, Srp30"
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63
			mips_63_03
	at_At1g11050 -	mips_10_05	"Ser/Thr protein kinase isolog"
	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_At1g17640 -	no entry	null
	at_At1g18630 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g25300 -	no entry	null
	at_At1g27050 -	mips_67_50	"unknown protein"
			mips_67_50_25
	at_At1g29400 -	mips_03_03	"putative RNA-binding protein MEI2 (At1g29400)"
			mips_03_03_02
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At1g51520 -	mips_25_05_25	"unknown protein"
	at_At1g53720 -	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g58470 -	mips_04_99	"putative protein"
	at_At1g76460 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_40_10_99
	at_At1g78260 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At2g15710 -	no entry	null
	at_At2g21440 -	no entry	null
	at_At2g24590 -	mips_04_05_05	"putative RSZp22 splicing factor"
			mips_05_07
	at_At2g33440 -	no entry	null
	at_At2g37510 -	mips_40_25	"putative RNA-binding protein"
	at_At2g46780 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_04_99
			mips_40_10_99
	at_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At3g07810 -	mips_01_03_99	"putative RNA-binding protein"
			mips_03_03_02
			mips_04_99
	at_At3g12640 -	mips_25_05_13	"hypothetical protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g13570 -	mips_25_05_10	"serine/arginine-rich protein, putative"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
	at_At3g20890 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g23830 -	mips_14_10	"glycine-rich RNA binding protein, putative"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At3g23900 -	no entry	null
	at_At3g26420 -	no entry	null
	at_At3g46470 -	no entry	null
	at_At3g47120 -	mips_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g49430 -	mips_04_05_05	"PRE-MRNA SPLICING FACTOR SF2-like protein"
			mips_14_10_02
	at_At3g49650 -	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At3g53460 -	mips_04_05_05	"RNA-binding protein cp29 protein"
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g54770 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_09
			mips_40_10_99
	at_At3g55340 -	no entry	null
	at_At4g03110 -	mips_04_05	"putative ribonucleoprotein"
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g13850 -	mips_14_10	"glycine-rich RNA-binding protein AtGRP2 - like"
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g14300 -	mips_04_05_05	"ribonucleoprotein like protein"
			mips_04_09
			mips_25_05
			mips_30
			mips_30_10_03
			mips_40_10_99
	at_At4g16290 -	mips_04_05_05	"FCA delta protein"
	at_At4g24770 -	no entry	null
	at_At4g36960 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g04280 -	mips_04_05_05	"RNA-binding protein-like"
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
	at_At5g06000 -	mips_05_04_01	"eukaryotic translation initiation factor 3 subunit-like protein"
	at_At5g06210 -	mips_40_25	"unknown protein"
	at_At5g12190 -	no entry	null
	at_At5g28330 -	mips_04_07	"putative protein"
			mips_04_09
	at_At5g47620 -	mips_04_99	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
			mips_25_05_25
	at_At5g50250 -	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g54900 -	no entry	null
	at_At5g61030 -	mips_04_01	"RNA-binding protein - like"
			mips_04_01_04
			mips_04_05_05
			mips_14_10
			mips_14_10_02
			mips_40_10_99
	at_At5g61960 -	mips_03_03	"Mei2-like protein"
			mips_03_03_02
			mips_04_05_05
	at_At5g66010 -	mips_25_05_13	"putative protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_63_03_03


------------------
Rule 260
	scop_c.69 <= 5.3e-09
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	seq_cm1_ratio <= 0.106
	seq_yn5_ratio <= 0.292
	ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),c_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
	->  class mips_01_05_01_03 "C-compound, carbohydrate anabolism"

	Evaluation on training data (2913 items):
	at_At1g64670	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g77420	mips_01_05_01_01_09	"putative lipase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At2g23550	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23560	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g23580	mips_01_05_01_01	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_99
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At2g23610	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g36290	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At3g24420	mips_01_02	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g29770	mips_01_02	"alpha/beta hydrolase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g44520	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At3g51000	mips_01_05_01_01_09	"epoxide hydrolase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g52570	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g55190	mips_01_02	"lipase -like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At4g10030	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g10050	mips_01_05_01_01	"lipase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_02_11_05
			mips_06_07_99
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At4g15960	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g24140	mips_01_05	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_04
			mips_01_25
			mips_01_25_07
			mips_47_03_11
			mips_47_03_11_03
			mips_63_09
	at_At4g36610	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_07
			mips_06_13
			mips_11_01
	at_At4g37140	mips_01_02	"putative protein (partial)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At4g37150	mips_01_02	"hydroxynitrile lyase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At5g02970	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At5g09430	mips_01_02	"putative hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g10300	mips_01_02	"alpha-hydroxynitrile lyase-like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At5g13800	mips_01_05_01_01_09	"putative protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At5g19850	mips_01_05	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03
			mips_03_03_01
			mips_03_03_01_02
			mips_06
			mips_06_07_03
			mips_13
			mips_13_11
			mips_14_04
			mips_40_10
			mips_40_19
	at_At5g38520	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g41900	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_07
			mips_40_19
	Training Accuracy: 27/27 (100.00%)
	Training Frequency class 'mips_01_05_01_03': 228/2913 (7.83%)

	Evaluation on validation data (1468 items):
	at_At1g13820	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_At1g72620	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
	at_At1g74300	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g45600 -	mips_01_05_01	"unknown protein"
			mips_01_05_01_01
			mips_11_07
			mips_11_07_09
			mips_11_10
			mips_11_10_09
			mips_13_03
			mips_13_03_01
			mips_13_03_05
			mips_40_07
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_05
	at_At3g09690	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_At3g10840	mips_01_02	"putative alpha/beta hydrolase"
			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_04
			mips_01_25
			mips_01_25_07
			mips_11_07
			mips_40_19
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_03
			mips_63_09
	at_At3g50440	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At3g54240	mips_01_02	"putative protein (fragment)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g09900	mips_01_02	"putative host response protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At4g12830	mips_01_05	"hydrolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_40_19
	at_At4g37470	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g14390 -	mips_14_04_03_01	"putative protein"
	at_At5g14980	mips_01_02	"lysophospholipase -like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g16120	mips_01_05_01_01_09	"lipase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g17780	mips_01_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_07
			mips_40_19
	at_At5g38220 -	mips_14_04_03	"putative protein"
			mips_14_04_03_01
	at_At5g38360	mips_01_02	"similar to unknown protein (pir||T03994)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g39220	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_06_07
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At5g58310	mips_01_02	"polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11_05
			mips_11_05_03
			mips_40_19
	Validation Accuracy: 16/19 (84.21%)
	Validation Frequency class 'mips_01_05_01_03': 106/1468 (7.22%)

	Evaluation on propertest data (2441 items):
	at_At1g17430	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_40_19
	at_At1g52750	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At1g74280	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g78210	mips_01_02	"unknown protein (At1g78210)"
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_11_05
			mips_06_13
			mips_11_07_01
			mips_40_19
	at_At2g23590	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23600	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_06_07
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23620	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g10870	mips_01_05	"putative alpha-hydroxynitrile lyase"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_10_01_01
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g30380 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g16690	mips_01	"cyanohydrin lyase like protein"
			mips_01_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At4g24160	mips_01_02	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_40_19
	at_At4g24760 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g36530	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_At5g17720	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	Propertest Accuracy: 12/14 (85.71%)
	Propertest Frequency class 'mips_01_05_01_03': 167/2441 (6.84%)

	New (unknown) data (1468 items):
	at_At1g05800 -	no entry	null
	at_At1g06800 -	no entry	null
	at_At1g08310 -	no entry	null
	at_At1g10040 -	mips_01_06_04	"unknown protein"
	at_At1g11090 -	mips_01_06_04	"lysophospholipase isolog"
			mips_02_25
	at_At1g18360 -	mips_01_06_04	"lysophospholipase homolog, putative (At1g18360)"
			mips_02_25
	at_At1g26120 -	mips_01	"unknown protein (At1g26120)"
			mips_01_06
			mips_01_25
			mips_01_25_07
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_13_03_05
			mips_13_07
			mips_20
			mips_40_27
			mips_40_27_99
			mips_63
			mips_63_01
			mips_98
	at_At1g34340 -	no entry	null
	at_At1g49650 -	mips_01_06	"unknown protein"
			mips_01_06_04
	at_At1g52700 -	no entry	null
	at_At1g54570 -	no entry	null
	at_At1g54990 -	no entry	null
	at_At1g73480 -	mips_01_06_04	"putative lysophospholipase (At1g73480)"
			mips_02_25
	at_At1g74290 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g03550 -	mips_01_06_04	"putative esterase"
			mips_11_10
			mips_11_10_09
	at_At2g18100 -	no entry	null
	at_At2g30550 -	no entry	null
	at_At2g31690 -	no entry	null
	at_At2g39410 -	mips_01_06_04	"putative phospholipase"
			mips_02_25
	at_At2g39420 -	mips_01_06_04	"phospholipase like protein"
			mips_02_25
	at_At2g45610 -	mips_01_06_04	"unknown protein"
			mips_11_10
			mips_11_10_09
	at_At2g47630 -	mips_01	"putative phospholipase"
			mips_02
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11
			mips_11_01
			mips_13
			mips_13_11
	at_At3g26820 -	no entry	null
	at_At3g26840 -	no entry	null
	at_At3g50790 -	no entry	null
	at_At4g22300 -	mips_01_06_07	"putative protein"
			mips_01_06_10
			mips_48
	at_At4g25770 -	mips_01_06_04	"putative protein"
	at_At4g31020 -	mips_01_06	"putative protein"
			mips_01_06_04
			mips_11_01
			mips_13_11
	at_At5g11650 -	mips_02	"lysophospholipase - like protein"
			mips_01_05_01
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11_01
			mips_13_11
	at_At5g15860 -	mips_01_25	"Carboxylesterase-like protein"
			mips_01_25_07
			mips_13_07
			mips_13_11
	at_At5g19050 -	no entry	null
	at_At5g19290 -	mips_01_06_04	"phospholipase - like protein"
			mips_02_25
	at_At5g19630 -	no entry	null
	at_At5g49950 -	no entry	null
	at_At5g51180 -	mips_01_06_04	"unknown protein"
	at_At5g53050 -	no entry	null


------------------
Rule 251
	eval(_1,_2,0.0-9.0e-25),keyword(_2,glycoprotein),db_ref(_2,hssp) = 0
	scop_c.1.8 <= 0.016
	seq_gravy > -0.415
	->  class mips_01_05_01_03 "C-compound, carbohydrate anabolism"

	Evaluation on training data (2913 items):
	at_At1g01570	mips_01_05_01_03	"hypothetical protein"
			mips_01_05_01_03_02
			mips_06
			mips_30_27
			mips_30_27_01
			mips_40_08
	at_At1g05280	mips_01_05	"hypothetical protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06
			mips_30_27
			mips_30_27_01
	at_At1g07850	mips_01_05_01_03_02	"hypothetical protein"
			mips_40_08
	at_At3g19620	mips_01_05_01_03	"beta-xylosidase, putative"
			mips_01_05_01_03_02
			mips_30_01
			mips_40_01
	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_At3g62710	mips_01_05_01_03_02	"beta-D-glucan exohydrolase-like protein"
			mips_40_01
	at_At5g08380	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g10560	mips_01_05	"beta-xylosidase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30
			mips_30_01
			mips_40_01
	at_At5g13690 -	mips_01_05_01_01_04	"alpha-N-acetylglucosaminidase"
			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_At5g20250	mips_01_05_01_03	"seed imbitition protein-like"
	at_At5g41460	mips_01_05_01_03	"putative protein"
			mips_01_05_01_03_02
			mips_06_07_02
			mips_06_07_02_02
			mips_30_27
			mips_30_27_01
	Training Accuracy: 10/11 (90.91%)
	Training Frequency class 'mips_01_05_01_03': 228/2913 (7.83%)

	Evaluation on validation data (1468 items):
	at_At1g02640	mips_01_05_01_03	"beta-xylosidase, putative"
			mips_01_05_01_03_02
			mips_30_01
			mips_40_01
	at_At2g22960 -	mips_47	"pseudogene"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g47000	mips_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30
			mips_30_01
			mips_40_01
	at_At3g47050	mips_01_05_01_03_02	"beta-D-glucan exohydrolase - like protein"
			mips_40_01
	at_At3g54440 -	mips_01_05_01_01_01	"beta Galactosidase - like protein"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_25
	at_At4g01970	mips_01_05_01_03	"putative raffinose synthase or seed imbibition protein"
	at_At4g15210 -	mips_02	"beta-amylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At5g08370	mips_01_05_01_01_02	"alpha-galactosidase - like protein"
			mips_01_05_01_03_02
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At5g18670 -	mips_01	"beta-amylase-like proten"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At5g20940	mips_01_05_01_03	"beta-glucosidase - like protein"
			mips_01_05_01_03_02
			mips_30_01
			mips_40_01
	at_At5g20950	mips_01_05_01_01	"beta-D-glucan exohydrolase-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	Validation Accuracy: 7/11 (63.64%)
	Validation Frequency class 'mips_01_05_01_03': 106/1468 (7.22%)

	Evaluation on propertest data (2441 items):
	at_At1g55740	mips_01_05_01_03	"seed imbibition protein, putative"
	at_At3g26380	mips_01_05	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_40_25
	at_At3g47040	mips_01_05_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30_01
			mips_40_01
	at_At3g56310	mips_01_05	"alpha-galactosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_30_01
			mips_40_25
	at_At3g57520	mips_01	"imbibition protein homolog"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_98
	at_At4g11350	mips_01_05_01	"putative protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_05
			mips_06_07
			mips_06_07_02
			mips_06_07_02_02
			mips_30_27
			mips_30_27_01
			mips_40_02
	at_At5g09730 -	mips_01_05	"beta-xylosidase - like protein"
			mips_01_05_01_01
			mips_40_01
	at_At5g49360	mips_01_05_01_03	"xylosidase"
			mips_01_05_01_03_02
			mips_40_01
	Propertest Accuracy: 7/8 (87.50%)
	Propertest Frequency class 'mips_01_05_01_03': 167/2441 (6.84%)

	New (unknown) data (1468 items):
	at_At1g06350 -	mips_01_06_01	"hypothetical protein"
			mips_40_07
			mips_63_17
			mips_63_17_09
	at_At1g11820 -	no entry	null
	at_At1g14590 -	no entry	null
	at_At1g28690 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g28710 -	no entry	null
	at_At1g65490 -	no entry	null
	at_At1g65590 -	no entry	null
	at_At1g78090 -	mips_01_05_04	"trehalose-6-phosphate phosphatase (AtTPPB)"
			mips_02_19
	at_At2g14690 -	mips_40_01	"1,4-beta-xylan endohydrolase"
	at_At2g40840 -	no entry	null
	at_At3g23920 -	mips_02_19	"beta-amylase, putative"
			mips_02_99
	at_At4g00300 -	mips_10	""
	at_At4g00490 -	mips_02_19	"putative beta-amylase"
			mips_02_99
	at_At4g08160 -	mips_40_01	"putative xylan endohydrolase"
	at_At4g15240 -	no entry	null
	at_At4g19970 -	no entry	null
	at_At4g23490 -	no entry	null
	at_At4g33850 -	mips_40_01	"putative protein"
	at_At4g33860 -	mips_40_01	"putative protein"
	at_At4g38300 -	mips_40_01	"putative protein"
	at_At4g38650 -	mips_40_01	"putative protein"
	at_At5g09700 -	mips_40_01	"beta-glucosidase - like protein"
	at_At5g40900 -	no entry	null
	at_At5g55700 -	mips_02_19	"beta-amylase"
			mips_02_99
	at_At5g64570 -	mips_40_01	"beta-xylosidase"
	at_At5g64860 -	no entry	null


------------------
Rule 257
	eval(_1,_2,8.0e-10-2.0e-5),classification(_2,staphylococcus),db_ref(_2,interpro) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,repeat),db_ref(_2,hssp) = 1
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03) = 0
	scop_c.1.8 <= 0.016
	->  class mips_01_20_01_07 "biosynthesis of glycosides"

	Evaluation on training data (2913 items):
	at_At1g26560	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g51470	mips_01_05	"myrosinase precursor, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g52400	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g60090	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_At1g61810	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g61820	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g75940	mips_01_05_01_01_02	"ATA27"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At2g20680 -	mips_01_05_01_01_01	"(1-4)-beta-mannan endohydrolase"
			mips_40_25
	at_At2g32810	mips_01_05_01_01_01	"putative beta-galactosidase (BGAL9)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At2g32860	mips_01_05	"putative beta-glucosidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g44450	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44460	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g44490	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g09260	mips_01_05_01_01_02	"thioglucosidase 3D precursor"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g18080	mips_01	"beta-glucosidase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At3g21370	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g60130	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_02_01
	at_At3g60140	mips_01_05_01	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g24550	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26000	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g54570	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At5g63800	mips_01_05_01	"beta-galactosidase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g63810	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64746.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	Training Accuracy: 24/25 (96.00%)
	Training Frequency class 'mips_01_20_01_07': 37/2913 (1.27%)

	Evaluation on validation data (1468 items):
	at_At1g47600	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g60260	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
			mips_40_02
	at_At1g60270	mips_01_20_01	""
			mips_01_20_01_07
	at_At2g25630	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At4g15210 -	mips_02	"beta-amylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At4g22100	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g27820	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g01930 -	mips_01	"(1-4)-beta-mannan endohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g18670 -	mips_01	"beta-amylase-like proten"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At5g25980	mips_01_20_01	"myrosinase TGG2"
			mips_01_20_01_07
	at_At5g36890 -	mips_01_05_01_01_01	"beta-glucosidase -like protein"
			mips_01_05_01_01_02
			mips_02_01
	Validation Accuracy: 7/11 (63.64%)
	Validation Frequency class 'mips_01_20_01_07': 14/1468 (0.95%)

	Evaluation on propertest data (2441 items):
	at_At1g02310 -	mips_01_05_01_01	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At1g02850	mips_01_20_01	"Similar to beta-glucosidases (At1g02850)"
			mips_01_20_01_07
	at_At1g51490	mips_01_05_01_01	"cyanogenic beta-glucosidase, putative"
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g66270	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66280	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At2g44470 -	mips_01_05_01_01_02	"putative beta-glucosidase"
	at_At2g45880 -	mips_02	"putative beta-amylase"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At3g18070	mips_01_05_01_01_02	"beta-glucosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g20440 -	mips_01	"1,4-alpha-glucan branching enzyme, putative"
			mips_01_01_07
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_10
	at_At3g52840	mips_01	"beta-galactosidase precursor - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30
			mips_30_01
			mips_40
			mips_40_01
			mips_40_25
	at_At3g60120	mips_01_05_01_01_02	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g62750 -	mips_01_05	"beta-glucosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_40_02
	at_At4g17090 -	mips_02	"beta-amylase (ct-bmy gene)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At4g21760 -	mips_01_05	"beta-glucosidase -like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g04360 -	mips_01_05_01_01_01	"pullulanase-like protein (starch debranching enzyme)"
			mips_02_19
	at_At5g24540	mips_01_05	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g28510	mips_01_05	"thioglucosidase (myrosinase) - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	Propertest Accuracy: 10/18 (55.56%)
	Propertest Frequency class 'mips_01_20_01_07': 16/2441 (0.66%)

	New (unknown) data (1468 items):
	at_At1g72990 -	mips_40_01	"unknown protein (At1g72990)"
			mips_40_25
	at_At1g78090 -	mips_01_05_04	"trehalose-6-phosphate phosphatase (AtTPPB)"
			mips_02_19
	at_At2g32290 -	mips_02_19	"putative beta-amylase"
			mips_02_99
	at_At3g10890 -	no entry	null
	at_At3g10900 -	no entry	null
	at_At3g23920 -	mips_02_19	"beta-amylase, putative"
			mips_02_99
	at_At3g24330 -	mips_01_04_01	"beta-1,3-glucanase, putative"
	at_At3g26140 -	no entry	null
	at_At3g30540 -	no entry	null
	at_At4g00490 -	mips_02_19	"putative beta-amylase"
			mips_02_99
	at_At4g28320 -	no entry	null
	at_At5g16580 -	no entry	null
	at_At5g24090 -	mips_03_03_03	"acidic endochitinase (dbj|BAA21861.1)"
			mips_40_27
	at_At5g55700 -	mips_02_19	"beta-amylase"
			mips_02_99
	at_At5g66460 -	no entry	null


------------------
Rule 642
	eval(_1,_2,2.0e-5-4.0e-3),keyword(_2,rna_binding),db_ref(_2,prints) = 1
	eval(_1,_2,2.0e-5-4.0e-3),sq_len(_2,667.0-1005.0),species(_2,gallus_gallus__chicken_) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),db_ref(_2,smart) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rhizobiaceae),db_ref(_2,interpro) = 1
	eval(_1,_2,0.0-9.0e-25),db_ref(_2,prosite),desc(_2,chromosome) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transferase),db_ref(_2,genew) = 1
	->  class mips_01_20_17_03 "biosynthesis of amines"

	Evaluation on training data (2913 items):
	at_At1g21130	mips_01_20_17	"O-methyltransferase, putative"
			mips_01_20_17_03
			mips_01_20_50
	at_At1g23820	mips_01_01_01_03	"putative 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_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_At1g77530	mips_01_20_17	"putative caffeic acid 3-O-methyltransferase"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At2g31740	mips_01_01_01_03	"unknown protein"
			mips_01_07_01
			mips_01_20_17_03
	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_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_At4g34050	mips_01_07_01	"caffeoyl-CoA O-methyltransferase - like protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_17_03
			mips_01_20_50
			mips_11_05_05
			mips_11_05_05_01
			mips_13_03
			mips_13_03_01
	at_At4g35160	mips_01_20_17	"O-methyltransferase - like protein"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
	at_At5g04610	mips_01_01_01_03	"putative protein"
			mips_01_01_01_03_02
			mips_01_20_17_03
	at_At5g37170	mips_01_20_17	"caffeic acid O-methyltransferase-like protein"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
	at_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_At5g54160	mips_01_20	"O-methyltransferase"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
	Training Accuracy: 13/14 (92.86%)
	Training Frequency class 'mips_01_20_17_03': 45/2913 (1.54%)

	Evaluation on validation data (1468 items):
	at_At1g21100	mips_01_20	"O-methyltransferase, putative"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
	at_At1g21110	mips_01_20_17	"O-methyltransferase, putative"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
	at_At1g63140	mips_01_20_17_03	"caffeic O-methyltransferase, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g67990	mips_01_07_01	"putative S-adenosyl-L-methionine:trans-caffeoyl-Coenzyme A 3-O-methyltransferase"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_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_At1g77520	mips_01_20_17_03	"putative caffeic acid 3-O-methyltransferase"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	Validation Accuracy: 6/6 (100.00%)
	Validation Frequency class 'mips_01_20_17_03': 15/1468 (1.02%)

	Evaluation on propertest data (2441 items):
	at_At1g21120	mips_01	"O-methyltransferase, putative"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
			mips_98
	at_At1g33030	mips_01_20_17	"putative protein"
			mips_01_20_17_03
			mips_01_20_35_01
			mips_01_20_50
	at_At1g51990	mips_01_20_17_03	""
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g67980	mips_01_07_01	"S-adenosyl-L-methionine:trans-caffeoyl-Coenzyme A 3-O-methyltransferase"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_17_03
			mips_01_20_50
			mips_11_05_05
			mips_11_05_05_01
			mips_13_03
			mips_13_03_01
	at_At1g76790	mips_01_20	"catechol O-methyltransferase like protein"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
	at_At2g47420 -	mips_03_01_05	"putative dimethyladenosine transferase"
			mips_03_01_05_01
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	at_At3g56330 -	mips_04_03	"N2,N2-dimethylguanosine tRNA methyltransferases-like protein"
			mips_04_03_03
			mips_04_03_06
			mips_04_05_05_99
	at_At3g61990	mips_01_07_01	"unknown protein"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At3g62000	mips_01_07_01	"putative protein"
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At4g35150	mips_01_20_17_03	"O-methyltransferase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At5g01230 -	mips_03	"cell division - like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_03
			mips_03_99
			mips_04
			mips_04_01
			mips_04_01_04
			mips_05_99
			mips_40_10
			mips_40_10_07
			mips_98
	at_At5g19530	mips_01_01_01_03	"spermine synthase (ACL5)"
			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
	at_At5g53810	mips_01	"caffeic acid 3-O-methyltransferase-like protein"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_40
			mips_98
	Propertest Accuracy: 10/13 (76.92%)
	Propertest Frequency class 'mips_01_20_17_03': 40/2441 (1.64%)

	New (unknown) data (1468 items):
	at_At1g22800 -	no entry	null
	at_At1g31850 -	no entry	null
	at_At1g73320 -	no entry	null
	at_At1g80270 -	mips_02_30	"Unknown protein (At1g80270; F5I6.2)"
			mips_04_05_99
			mips_08_99
	at_At2g03480 -	no entry	null
	at_At2g26680 -	no entry	null
	at_At2g27800 -	mips_04_05_99	"hypothetical protein"
	at_At2g40280 -	no entry	null
	at_At2g43200 -	no entry	null
	at_At2g43910 -	no entry	null
	at_At2g43920 -	no entry	null
	at_At3g23480 -	no entry	null
	at_At3g23530 -	mips_01_07_01	"unknown protein"
			mips_06_07_99
	at_At3g28460 -	no entry	null
	at_At3g50850 -	no entry	null
	at_At3g56120 -	mips_04_03	"unknown protein"
			mips_04_03_03
			mips_06_07_99
	at_At4g00740 -	no entry	null
	at_At4g00750 -	no entry	null
	at_At4g25080 -	mips_01_20_99	"magnesium-protoporphyrin IX methyltransferase like protein"
	at_At5g13710 -	mips_01_06_01	"24-sterol C-methyltransferase"
			mips_01_07
			mips_01_07_01
			mips_40_99
	at_At5g44170 -	mips_01_01	"putative protein"
			mips_06_07_99


------------------
Rule 215
	scop_c.87 <= 1.6e-23
	seq_gravy > -0.415
	seq_wq3_ratio > 0.162
	->  class mips_01_20_17_07 "biosynthesis of glycosinolates and derivatives"

	Evaluation on training data (2913 items):
	at_At1g01420	mips_01_20_17	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_17_07
			mips_01_20_35_01
	at_At1g05670	mips_01_05	"UDP glycosyltransferase UGT74E1"
			mips_01_20_17
			mips_01_20_17_07
	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_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_At2g29750	mips_01_05_01	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At2g30150	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g31750	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g31790	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g36770	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g43840	mips_01_20_17_07	"putative glucosyltransferase"
	at_At3g16520	mips_01_20_17	"glucosyltransferase like protein"
			mips_01_20_17_07
	at_At3g21750	mips_01_20_17	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At3g21780	mips_01_20_17	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At3g22250	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
	at_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_At4g15280	mips_01_20_17	"UTP-glucose glucosyltransferase"
			mips_01_20_17_07
	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_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_At5g12890	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_20_17
			mips_01_20_17_07
	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_At5g38040	mips_01_20_17	"glucosyltransferase-like protein"
			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: 41/41 (100.00%)
	Training Frequency class 'mips_01_20_17_07': 114/2913 (3.91%)

	Evaluation on validation data (1468 items):
	at_At1g01390	mips_01_20_17_07	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g05530	mips_01_20_17_07	"hypothetical protein"
	at_At1g07250	mips_01_20_17_07	"putative 3-o-glucosyltransferase"
	at_At1g07260	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g22340	mips_01_20_17_07	"hypothetical protein"
	at_At1g64920	mips_01_20_17_07	"hypothetical protein"
	at_At1g73880	mips_01_06	"putative glucosyltransferase"
			mips_01_06_04
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	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_At2g36750	mips_01_20_17	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At2g36760	mips_01_20_17	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At2g36780	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g43820	mips_01_20_17_07	"putative glucosyltransferase"
	at_At3g21560	mips_01_20_17_07	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase, putative"
	at_At3g46650	mips_01_20_17_07	"glucosyltransferase-like protein"
	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_At3g53150	mips_01_20_17_07	"glucosyltransferase - like protein"
	at_At4g15260	mips_01_20_17_07	"glucosyltransferase"
	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_At5g38010	mips_01_20	"glucosyltransferase-like protein"
			mips_01_20_17
			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
	Validation Accuracy: 25/26 (96.15%)
	Validation Frequency class 'mips_01_20_17_07': 51/1468 (3.47%)

	Evaluation on propertest data (2441 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_At1g07240	mips_01_20_17_07	"unknown protein"
	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_At1g51210	mips_01_05_01_01_01	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At1g78270	mips_01_20_17	"similar to glucoronosyl transferase-like protein; similar to ESTs gb|AI996767.1, emb|Z46520.1, gb|T44500.1, and gb|AI099822.1"
			mips_01_20_17_07
	at_At2g15480	mips_01_20_17_07	"putative glucosyltransferase"
	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_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_At2g36790	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g36970	mips_01_20_17_07	"putative glucosyltransferase"
	at_At3g21800	mips_01_05_01	"putative UDP-glucose glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At3g46690	mips_01_20_17_07	"glucuronosyl transferase-like protein"
	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_At3g53160	mips_01_20_17_07	"glucosyltransferase - like protein"
	at_At3g55700	mips_01_20_17_07	"glucuronosyl transferase - like protein"
	at_At3g55710	mips_01	"glucuronosyl transferase - like protein"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_99
	at_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_At4g15490	mips_01_20_17	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_20_17_07
	at_At4g15550	mips_01_05_01	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase (iaglu)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_06_07
	at_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_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_At5g53990	mips_01_20_17	"flavonol 3-O-glucosyltransferase-like protein"
			mips_01_20_17_07
	at_At5g54060	mips_01_20_17_07	"flavonol 3-O-glucosyltransferase-like"
	at_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: 39/40 (97.50%)
	Propertest Frequency class 'mips_01_20_17_07': 103/2441 (4.22%)

	New (unknown) data (1468 items):
	at_At2g18700 -	mips_01_05_04	"putative trehalose-6-phosphate synthase"
			mips_02_19
	at_At2g36800 -	no entry	null
	at_At3g21760 -	no entry	null
	at_At3g21790 -	no entry	null
	at_At3g50740 -	no entry	null


------------------
Rule 224
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 0
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),sq_len(_2,15.0-349.0) = 1
	scop_b.82 <= 0.0039
	seq_dc2_ratio <= 0.45
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03) = 0
	->  class mips_01_20_17_07 "biosynthesis of glycosinolates and derivatives"

	Evaluation on training data (2913 items):
	at_At1g03400	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g06620	mips_01_01_99	"oxidoreductase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g12010	mips_01_20_17_07	"putative amino-cyclopropane-carboxylic acid oxidase (ACC oxidase)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g14130	mips_01_20_17_07	"dioxygenase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g15540	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g17010	mips_01_20	"SRG1-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g30040	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g44090	mips_01_20_17	"gibberelin 20-oxidase, putative"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g47990	mips_01_20_17_07	"dioxygenase, putative"
			mips_20_20
			mips_20_20_18
	at_At1g52790	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g60980	mips_01_01_99	"putative gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g62380	mips_01_01	"Unknown protein (F24O1.10)"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g80330	mips_01_20_13	"putative gibberellin 3 beta-hydroxylase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g80340	mips_01_20	"gibberellin 3 beta-hydroxylase"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At2g25450	mips_01_01	"putative dioxygenase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At2g44800	mips_01_01_99	"putative flavonol synthase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g12900	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g46500	mips_01_20_17_07	"putative protein"
	at_At3g49620	mips_01_20_17_07	"2-oxoacid-dependent oxidase (din11)"
			mips_01_20_35_01_05
	at_At3g50210	mips_01_20_17_07	"flavonol synthase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g60290	mips_01_01_99	"SRG1 - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g03050	mips_01_20_17_07	"2-oxoglutarate-dependent dioxygenase (AOP3)"
			mips_20_20
			mips_20_20_18
	at_At4g03060	mips_01_20	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At4g10490	mips_01_20_17	"putative flavanone 3-beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g10500	mips_01_20_17_07	"putative Fe(II)/ascorbate oxidase"
			mips_01_20_35_01
	at_At4g16770	mips_01_01_99	"gibberellin oxidase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_14
			mips_14_01_05
			mips_20_20
			mips_20_20_18
	at_At4g21200	mips_01_01_99	"gibberellin 20-oxidase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g23340	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25310	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g07200	mips_01_01_99	"gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g07480	mips_01_20_17	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g08640	mips_01_20_17	"flavonol synthase (FLS) (sp|Q96330)"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g20400	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g24530	mips_01_20_17	"flavanone 3-hydroxylase-like protein"
			mips_01_20_17_07
	at_At5g43450	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g54000	mips_01_20_17	"ethylene-forming-enzyme-like dioxygenase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g58660	mips_01	"putative protein"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g59540	mips_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g63580	mips_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g63590	mips_01_01	"flavonol synthase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g63600	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	Training Accuracy: 41/41 (100.00%)
	Training Frequency class 'mips_01_20_17_07': 114/2913 (3.91%)

	Evaluation on validation data (1468 items):
	at_At1g02400	mips_01_01_99	"hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g06640	mips_01_01	"putative Iron/Ascorbate oxidoreductase family protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g15550	mips_01_20_13	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g15990 -	mips_10_01_09	""
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At1g17020	mips_01_20_17	"SRG1-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g52810	mips_01_20	"putative oxidoreductase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g77330	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At2g19590	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g19010	mips_01_20_17_07	"oxidase like protein"
	at_At4g21690	mips_01_20_13	"gibberellin 3 beta-hydroxylase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25300	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At5g20550	mips_01_20_17_07	"ethylene-forming-enzyme-like dioxygenase - like"
	at_At5g51310	mips_01_20_17_07	"gibberellin 20-oxidase-like protein"
			mips_20_20
			mips_20_20_18
	at_At5g59530	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	Validation Accuracy: 13/14 (92.86%)
	Validation Frequency class 'mips_01_20_17_07': 51/1468 (3.47%)

	Evaluation on propertest data (2441 items):
	at_At1g03410	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g04350	mips_01_01_99	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g04380	mips_01_01	"putative 1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g05010	mips_01_20	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g06650	mips_01	"oxidoreductase, putative"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_10
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At1g14120	mips_01_01_99	"dioxygenase like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g28030	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g35190	mips_01_20_17	"hyoscyamine 6-dioxygenase hydroxylase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g49390	mips_01_20_17_07	"hypothetical protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g50960	mips_01_01_99	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52800	mips_01_01	"putative oxidoreductase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g52820	mips_01_20_17_07	"putative oxidoreductase"
	at_At1g55290	mips_01_01_99	"leucoanthocyanidin dioxygenase 2, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g74820 -	mips_01_05_01_01	"germin-like protein"
			mips_01_05_01_01_03
			mips_02_13
	at_At1g78440	mips_01_20_17_07	"putative dioxygenase"
			mips_20_20
			mips_20_20_18
	at_At1g78550	mips_01_01_99	"Hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g80320	mips_01_20_17	"oxidoreductase like protein"
			mips_01_20_17_07
			mips_10
	at_At2g06960	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g30830	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35_01
	at_At2g36690	mips_01_01_99	"putative giberellin beta-hydroxylase"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At2g38240	mips_01_20_17_07	"putative anthocyanidin synthase"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g11180	mips_01_01_99	"putative leucoanthocyanidin dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g13610	mips_01_01_99	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g19000	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g21420	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
	at_At3g46480	mips_01_20	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_10_05
			mips_20
			mips_20_20
			mips_20_20_18
	at_At3g47190	mips_01_01_99	"1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g49630	mips_01_20_17_07	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g51240	mips_01_20_17	"flavanone 3-hydroxylase (FH3)"
			mips_01_20_17_07
	at_At3g55970	mips_01_20_17	"leucoanthocyanidin dioxygenase -like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g61400	mips_01_01_99	"1-aminocyclopropane-1-carboxylate oxidase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g03070	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g16330	mips_01_20_17_07	"naringenin 3-dioxygenase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g22870	mips_01_01_99	"anthocyanidin synthase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g22880	mips_01_20_17_07	"putative leucoanthocyanidin dioxygenase (LDOX)"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At4g25420	mips_01_01	"gibberellin 20-oxidase"
			mips_01_01_99
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g05600	mips_01_01_99	"leucoanthocyanidin dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g43440	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g51810	mips_01_20_17	"gibberellin 20-oxidase (emb|CAA58294.1)"
			mips_01_20_17_07
	Propertest Accuracy: 38/39 (97.44%)
	Propertest Frequency class 'mips_01_20_17_07': 103/2441 (4.22%)

	New (unknown) data (1468 items):
	at_At1g79760 -	no entry	null
	at_At2g18540 -	mips_13_07	"putative vicilin storage protein (globulin-like)"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_06
			mips_63_07
			mips_65
	at_At2g38500 -	no entry	null
	at_At3g45880 -	mips_01_06_04	"phospholipase - like protein"
	at_At3g46490 -	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At4g36700 -	mips_65	"globulin-like protein"
	at_At5g48020 -	no entry	null


------------------
Rule 699
	scop_c > 0.02
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	seq_dw5_ratio <= 0.199
	seq_di10_ratio <= 0.604
	seq_gravy > -0.415
	ss(_1,_3,b,_2),b_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 0
	scop_b.82 > 0.0039
	seq_ct1_ratio <= 0.204
	seq_wp4_ratio <= 0.208
	ss(_1,_3,b,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 0
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,5.15-11.94) = 1
	seq_sd9_ratio <= 0.6
	eval(_1,_2,0.0-9.0e-25),sq_len(_2,1005.0-6487.0),desc(_2,in) = 0
	->  class mips_01_20_17_07 "biosynthesis of glycosinolates and derivatives"

	Evaluation on training data (2913 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_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_At2g25160	mips_01_20_17	"putative cytochrome P450"
			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_At2g46660	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	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_At4g22710	mips_01_20_17	"cytochrome P450 - like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At4g37310 -	mips_01_20_35	"cytochrome P450-like protein"
			mips_01_20_35_01
			mips_01_20_99
			mips_02_11
	at_At4g37430	mips_01_20_17_07	"cytochrome P450 monooxygenase (CYP91A2)"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g39510	mips_01_20_17	"cytochrome P450 -like protein"
			mips_01_20_17_07
	at_At5g05260	mips_01	"cytochrome P450 CYP79A2 (CYP79A2)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_98
	at_At5g06900	mips_01_20_17_07	"cytochrome P450"
			mips_11_07_01
	at_At5g09970	mips_01_20_17_07	"cytochrome P450"
	at_At5g10610	mips_01_20_17_07	"cytochrome P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_01
	at_At5g44620	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase-like; cytochrome P450"
	at_At5g47990	mips_01_20_17_07	"cytochrome P450"
	Training Accuracy: 24/25 (96.00%)
	Training Frequency class 'mips_01_20_17_07': 114/2913 (3.91%)

	Evaluation on validation data (1468 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_At1g16400	mips_01_20_17	"cytochrome P450-like protein (At1g16400)"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g16410	mips_01_20_17	"putative cytochrome P450 protein"
			mips_01_20_17_07
			mips_11_07_01
	at_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_At2g22330	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At2g23220 -	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g37020 -	mips_03_01_05_03	"translin-like protein"
			mips_40_10_03
			mips_63_03_01
	at_At2g44550 -	mips_01_05_01_01	"putative glucanase"
	at_At3g24460 -	mips_47_03_15	"unknown protein"
			mips_47_03_15_05
	at_At3g29380 -	mips_04_01	"transcription initiation factor IIB, putative"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
	at_At3g44970 -	mips_01_01_01	"cytochrome P450 - like protein"
			mips_01_01_10
			mips_01_02
			mips_01_02_99
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_07
			mips_01_20_99
			mips_02_11
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_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_At4g22690	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g24230 -	mips_62_02_01_02	"putative protein"
			mips_63_09
	at_At4g37320 -	mips_01_20	"cytochrome P450-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37400 -	mips_01_20_35	"cytochrome P450 monooxygenase -like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At5g57220	mips_01_20_17	"cytochrome P450"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	Validation Accuracy: 9/18 (50.00%)
	Validation Frequency class 'mips_01_20_17_07': 51/1468 (3.47%)

	Evaluation on propertest data (2441 items):
	at_At1g05160 -	mips_02	"putative cytochrome P450"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g27520 -	mips_01_05_01_01_02	"unknown protein"
			mips_63_17_01
	at_At1g63710 -	mips_45	"cytochrome P450 like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g30490 -	mips_01_06_04	"cinnamate-4-hydroxylase"
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g40890	mips_01_20	"cytochrome P450 like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
	at_At2g45570	mips_01_20_17_07	"cytochrome P450 (CYP76C2)"
			mips_11_07_01
	at_At3g10570	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_11_07_01
	at_At3g25180	mips_01_20_17_07	"cytochrome P450 monooxygenase, putative"
			mips_11_07_01
	at_At4g12300	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
			mips_11_07_01
	at_At4g12330	mips_01_20	"flavonoid 3',5'-hydroxylase like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g15360	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At4g31940	mips_01_20	"Cytochrome P450-like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At4g31970	mips_01_20_17	"Cytochrome P450-like protein"
			mips_01_20_17_07
	at_At4g36220 -	mips_01_20_35_01	"ferulate-5-hydroxylase (FAH1)"
	at_At4g39950	mips_01_20_17_07	"cytochrome P450 like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g04630	mips_01_20	"cytochrome P450 - like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
	at_At5g04660	mips_01_20_17_07	"cytochrom P450 - like protein"
			mips_11_07_01
	at_At5g06905	mips_01_20_17	"cytochrome P450-like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At5g07990	mips_01	"flavonoid 3'-hydroxylase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
			mips_99
	at_At5g42650	mips_01_20_17_07	"allene oxide synthase (emb|CAA73184.1)"
	at_At5g43710 -	mips_01_05_01_01_02	"unknown protein"
			mips_63_17
			mips_63_17_01
	at_At5g48000 -	mips_01_06_01_07	"cytochrome P450-like protein"
			mips_01_06_01_07_11
			mips_11_07_01
	Propertest Accuracy: 15/22 (68.18%)
	Propertest Frequency class 'mips_01_20_17_07': 103/2441 (4.22%)

	New (unknown) data (1468 items):
	at_At1g01190 -	mips_11_07_01	"cytochrome P450, putative"
	at_At1g08640 -	no entry	null
	at_At1g13090 -	mips_11_07_01	"cytochrome P450 monooxygenase like protein"
	at_At1g13100 -	mips_11_07_01	"putative cytochrome P450 monooxygenase"
	at_At1g13110 -	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g31330 -	no entry	null
	at_At1g36810 -	no entry	null
	at_At1g50520 -	mips_02_11	"cytochrome P450, putative"
	at_At1g50560 -	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At1g54500 -	no entry	null
	at_At1g58230 -	no entry	null
	at_At1g59550 -	no entry	null
	at_At1g64900 -	mips_02_11	"putative protein"
	at_At1g70670 -	no entry	null
	at_At1g73340 -	no entry	null
	at_At1g74110 -	no entry	null
	at_At1g77140 -	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03
			mips_13_03_01
			mips_13_03_99
			mips_30_02
			mips_30_03
			mips_30_09
			mips_30_25
			mips_40_08
			mips_40_09
			mips_40_25
	at_At1g77830 -	no entry	null
	at_At1g80680 -	mips_04_03	"hypothetical protein"
			mips_04_03_03
			mips_04_07
			mips_08_01
			mips_40_10_05
	at_At2g24180 -	mips_11_07_01	"putative cytochrome P450"
	at_At2g26170 -	mips_01_06_04	"Cytochrome P450 like protein"
			mips_11_07_01
	at_At2g30750 -	no entry	null
	at_At2g30770 -	mips_11_07_01	"putative cytochrome P450"
	at_At2g42850 -	mips_01_06	"putative cytochrome P450"
	at_At2g44090 -	no entry	null
	at_At3g10560 -	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g20080 -	no entry	null
	at_At3g20090 -	no entry	null
	at_At3g20100 -	no entry	null
	at_At3g20110 -	mips_02	"cytochrome P450, putative"
			mips_01_20
			mips_02_11
	at_At3g20120 -	mips_01_20	"cytochrome P450, putative"
	at_At3g20940 -	mips_02_11	"cytochrome P450, putative"
	at_At3g20960 -	no entry	null
	at_At3g26170 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26180 -	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26200 -	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26270 -	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	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_At3g26300 -	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_At3g26330 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26830 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At3g27830 -	no entry	null
	at_At3g28750 -	no entry	null
	at_At3g44250 -	mips_01	"cytochrome P450-like protein"
			mips_01_20
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At3g48290 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48310 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At3g48320 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48520 -	mips_01_06	"cytochrome P450-like protein"
			mips_01_06_99
	at_At3g50780 -	no entry	null
	at_At3g52980 -	no entry	null
	at_At3g53280 -	mips_11_07	"cytochrome P450 monooxygenase (CYP71B5)"
			mips_11_07_01
	at_At3g53300 -	mips_02_11	"CYTOCHROME P450-like protein"
			mips_11_07
			mips_11_07_01
	at_At4g12120 -	mips_08_07_07	"putative protein"
			mips_08_07_27
			mips_08_16
			mips_08_16_05
			mips_13_03_99
			mips_30_02
			mips_30_03
			mips_30_09
			mips_40_09
	at_At4g12800 -	no entry	null
	at_At4g13290 -	no entry	null
	at_At4g13310 -	no entry	null
	at_At4g13770 -	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83A1)"
	at_At4g15300 -	no entry	null
	at_At4g16270 -	mips_11_07	"peroxidase like protein"
	at_At4g30880 -	no entry	null
	at_At4g31500 -	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83B1)"
	at_At4g35870 -	no entry	null
	at_At4g37340 -	mips_01_20_99	"cytochrome P450-like protein"
	at_At5g24650 -	no entry	null
	at_At5g24950 -	no entry	null
	at_At5g24960 -	no entry	null
	at_At5g25120 -	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g25130 -	no entry	null
	at_At5g25140 -	no entry	null
	at_At5g25180 -	mips_11_07_01	"cytochrome P450 71B1 - like protein"
	at_At5g25900 -	mips_01_20_13	"cytochrome P450 GA3"
			mips_11_07_01
			mips_20_20
			mips_20_20_18
	at_At5g27830 -	no entry	null
	at_At5g42590 -	mips_11_07_01	"cytochrome P450"
	at_At5g50930 -	no entry	null
	at_At5g51740 -	no entry	null
	at_At5g55110 -	no entry	null
	at_At5g55460 -	no entry	null
	at_At5g57260 -	mips_11_07_01	"cytochrome P450"
	at_At5g65110 -	mips_01_06_04	"acyl-CoA oxidase (gb|AAC13497.1)"
			mips_30_19
			mips_40_19
	at_At5g66630 -	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g66650 -	no entry	null


------------------
Rule 584
	eval(_1,_2,4.0e-3-0.1),classification(_2,campylobacterales),db_ref(_2,prosite) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	scop_d <= 0.0045
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,5.15-11.94) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),db_ref(_2,smart) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),desc(_2,precursor) = 1
	scop_b.82 > 0.0039
	eval(_1,_2,0.0-9.0e-25),classification(_2,bacteria),db_ref(_2,interpro) = 1
	->  class mips_01_20_17_09 "biosynthesis of alkaloids"

	Evaluation on training data (2913 items):
	at_At1g26380	mips_01_05_01_01_01	"putative protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
	at_At1g26400	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_20_17_09
			mips_02_16
	at_At1g26410	mips_01_20_17_09	"unknown protein"
			mips_01_20_99
			mips_20_20
			mips_20_20_18
	at_At1g26420	mips_02	"hypothetical protein"
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_02_16_03
			mips_40_16
			mips_67_15
	at_At1g30710	mips_01_20_17_09	"putative reticuline oxidase-like protein"
			mips_01_20_99
			mips_02_99
			mips_20_20
			mips_20_20_18
	at_At1g75450 -	mips_02	"cytokinin oxidase (CKX6)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_14
			mips_14_04
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_16
			mips_67
			mips_67_15
	at_At2g27150	mips_01_03	"aldehyde oxidase (AO-3)"
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_03
			mips_01_20_17
			mips_01_20_17_09
			mips_02_11
			mips_11_07
			mips_11_07_07
			mips_40_19
			mips_67_15
	at_At2g34790	mips_01	"putative berberine bridge enzyme"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_14
			mips_14_04
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25
			mips_67
			mips_67_15
			mips_99
	at_At3g63440	mips_01	"cytokinin oxidase -like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_11
			mips_11_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_40_16
	at_At4g20800	mips_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_40_04
			mips_40_16
	at_At4g20840	mips_01_20_17_09	"reticuline oxidase - like protein"
	at_At4g20860	mips_01_05_01_01_01	"berberine bridge enzyme - like protein"
			mips_01_20_17_09
			mips_02_16
			mips_02_99
	at_At4g34900	mips_01_03	"xanthine dehydrogenase"
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_03
			mips_01_20_17
			mips_01_20_17_09
			mips_02_11
			mips_11_07
			mips_11_07_07
			mips_40_19
			mips_67_15
	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_At5g44380	mips_01_06	"berberine bridge enzyme-like protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_40_19
			mips_67_15
	at_At5g44410	mips_01_20_17_09	"berberine bridge enzyme-like protein"
	Training Accuracy: 15/16 (93.75%)
	Training Frequency class 'mips_01_20_17_09': 21/2913 (0.72%)

	Evaluation on validation data (1468 items):
	at_At1g01980	mips_01_20_17_09	"hypothetical protein"
			mips_01_20_99
			mips_02_16
			mips_20_20
			mips_20_20_18
	at_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_At4g00060 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_03
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_03
	at_At4g16130 -	mips_01	"galactokinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_04
			mips_01_20
			mips_01_20_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_03
			mips_63
			mips_63_13
			mips_63_13_01
			mips_63_19
			mips_63_19_03
	at_At4g34890	mips_01_03_01	"xanthine dehydrogenase - like protein"
			mips_01_03_01_01
			mips_01_03_01_01_03
			mips_01_20_17_09
			mips_11_07_07
			mips_13_11
			mips_40_19
	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_At5g06580 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_40_19
	Validation Accuracy: 3/7 (42.86%)
	Validation Frequency class 'mips_01_20_17_09': 5/1468 (0.34%)

	Evaluation on propertest data (2441 items):
	at_At1g04580	mips_01_03	"aldehyde oxidase (AAO4)"
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_03
			mips_01_20_17
			mips_01_20_17_09
			mips_02_11
			mips_11_07
			mips_11_07_07
			mips_40_19
			mips_67_15
	at_At1g11770	mips_01_20_17_09	"putative reticuline oxidase"
			mips_01_20_99
			mips_20_20
			mips_20_20_18
	at_At1g26390	mips_01	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_30
			mips_30_04
			mips_40_16
			mips_40_19
			mips_67
			mips_67_15
	at_At1g30720	mips_01	"putative reticuline oxidase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_04
	at_At1g30740	mips_01_20_17_09	"putative reticuline oxidase-like protein"
			mips_02_16
			mips_40_19
	at_At1g32300	mips_02	"hypothetical protein"
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_02_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_04
			mips_40_16
			mips_40_19
			mips_67_15
	at_At2g19500	mips_01_05_01_01_01	"cytokinin oxidase (CKX2)"
			mips_01_07_01
			mips_01_20_17_09
			mips_01_20_99
			mips_02_16
			mips_02_99
			mips_20_20
			mips_20_20_18
	at_At2g34810	mips_01_05_01	"putative berberine bridge enzyme"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_09
			mips_01_20_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_04
	at_At2g46740	mips_01_07_01	"unknown protein"
			mips_01_20_17_09
			mips_01_20_99
			mips_02_99
			mips_20_20
			mips_20_20_18
	at_At3g19820 -	mips_01_05_01_01	"cell elongation protein, Dwarf1"
			mips_01_05_01_01_01
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_40_19
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	at_At3g55360 -	mips_01_06	"synaptic glycoprotein SC2-like protein"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25
			mips_25_05
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67
			mips_67_15
	at_At4g20830	mips_01_20_17	"reticuline oxidase -like protein"
			mips_01_20_17_09
	at_At5g20960	mips_01_03	"aldehyde oxidase AAO1"
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_03
			mips_01_20_17
			mips_01_20_17_09
			mips_02_11
			mips_11_07
			mips_11_07_07
			mips_40_19
			mips_67_15
	at_At5g44360	mips_01_20_17_09	"berberine bridge enzyme"
			mips_02_99
			mips_40_19
	at_At5g44390	mips_01_20_17_09	"berberine bridge enzyme-like protein"
	at_At5g44440	mips_01_20	"berberine bridge enzyme-like protein"
			mips_01_20_17
			mips_01_20_17_09
			mips_02_16
			mips_02_99
			mips_40_04
			mips_40_16
	at_At5g56970 -	mips_01_20_99	"cytokinin oxidase"
			mips_02_16
			mips_02_99
			mips_20_20
			mips_20_20_18
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_01
	Propertest Accuracy: 14/17 (82.35%)
	Propertest Frequency class 'mips_01_20_17_09': 16/2441 (0.66%)

	New (unknown) data (1468 items):
	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_At1g13900 -	mips_06	"hypothetical protein"
			mips_10
	at_At1g15170 -	no entry	null
	at_At1g15180 -	no entry	null
	at_At1g20980 -	no entry	null
	at_At1g65320 -	no entry	null
	at_At1g70340 -	no entry	null
	at_At1g71810 -	no entry	null
	at_At2g04740 -	no entry	null
	at_At2g41510 -	mips_02	"putative cytokinin oxidase"
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_02_16
			mips_20
			mips_20_20
			mips_20_20_18
			mips_30_04
			mips_40_04
			mips_40_16
			mips_40_19
			mips_67_15
	at_At3g58560 -	mips_01_01_04	"unknown protein"
			mips_01_05
			mips_01_05_04
			mips_02_16
			mips_04_05_99
	at_At3g60030 -	no entry	null
	at_At4g29740 -	mips_02	"cytokinin oxidase - like protein"
			mips_01_05_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_02_16
			mips_02_16_03
			mips_02_99
			mips_20
			mips_20_20
			mips_20_20_18
			mips_30_04
			mips_40_04
			mips_40_16
			mips_67_15
	at_At5g23130 -	mips_30_01	"unknown protein"
	at_At5g42870 -	mips_02_13	"putative protein"
	at_At5g45650 -	no entry	null
	at_At5g54860 -	no entry	null


------------------
Rule 1516
	ipr_Serine/Threonine_protein_kinase(_orf_0,_ipr_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_1) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 1
	ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),beta_dist(_1,19.41-29.93) = 0
	ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,enterobacteriales),db_ref(_2,smart) = 0
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,schizosaccharomyces),desc(_2,probable) = 0
	seq_wy6_ratio <= 0.194
	seq_av7_ratio <= 0.657
	seq_yr9_ratio <= 0.329
	seq_cn10_ratio <= 0.315
	->  class mips_03_03_01_01 "mitotic cell cycle"

	Evaluation on training data (2913 items):
	at_At1g30640	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At1g33770	mips_03_03_01_01	"protein kinase, putative"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g51170	mips_03_01_03	"putative serine/threonine protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g53050	mips_01_04	"cell division-related protein, putative"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g67580	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g73450	mips_03_03_01_01	""
			mips_03_03_04
			mips_03_03_04_07
	at_At1g76540	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At2g20470	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_10
			mips_40_10
	at_At2g40120	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g25250	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g44200	mips_03_03_01_01	"protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_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_At4g14350	mips_03_03_01_01	"protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
	at_At4g22940	mips_01_04	"putative cdc2 kinase homolog"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g33080	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_10
			mips_14_10_02
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g45430	mips_03_03_01_01_09	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g55910	mips_03_01	"serine/threonine-specific protein kinase ATPK64 (pir||S20918)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At5g58380	mips_03_01_05	"SOS2-like protein kinase PKS2"
			mips_03_01_05_03
			mips_03_03_01_01
			mips_03_03_02
			mips_25_05_25
			mips_40_10_03
	at_At5g62310	mips_01_04	"IRE (root hair elongation)"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01
			mips_14_01_03
			mips_25_03
	Training Accuracy: 22/22 (100.00%)
	Training Frequency class 'mips_03_03_01_01': 140/2913 (4.81%)

	Evaluation on validation data (1468 items):
	at_At1g03920	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	at_At1g18670	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_23
	at_At1g54610	mips_03_03_01_01_09	"Unknown protein (T22H22.5)"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g68830 -	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At3g46930 -	mips_06_07_03	"protein kinase 6-like protein"
			mips_10_01_05
			mips_10_01_05_01
	at_At4g10010	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_At4g13000 -	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At5g01920 -	mips_03_03_03	"putative protein"
			mips_06_07_03
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_25_05_10
			mips_25_05_17
	at_At5g09890	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	Validation Accuracy: 5/10 (50.00%)
	Validation Frequency class 'mips_03_03_01_01': 69/1468 (4.70%)

	Evaluation on propertest data (2441 items):
	at_At1g74330	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g34650 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_10
			mips_14_10_02
	at_At2g35050 -	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At3g23310	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_04
			mips_03_03_04_07
	at_At3g48260 -	mips_03_03	"protein kinase -like protein"
			mips_03_03_01
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At3g54180	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g16970 -	mips_01_02	"kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_99
	at_At4g32660	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g03730 -	mips_06_07_03	"SERINE/THREONINE-PROTEIN KINASE CTR1"
			mips_10_01_05_01
	at_At5g10270	mips_01_04	"cdc2-like protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
	at_At5g39420	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g44290	mips_03_03_01_01_09	"cyclin-dependent protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g57610	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_05
			mips_06_07_03
			mips_48
	at_At5g60550 -	mips_01_02	"serine/threonine-protein kinase - like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At5g63370	mips_01_04	"protein kinase"
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_40_03
			mips_63_19
	Propertest Accuracy: 9/15 (60.00%)
	Propertest Frequency class 'mips_03_03_01_01': 126/2441 (5.16%)

	New (unknown) data (1468 items):
	at_At1g01540 -	no entry	null
	at_At1g04700 -	mips_01_04	"putative Ser/Thr protein kinase"
	at_At1g05700 -	mips_10_05	"putative light repressible receptor protein kinase"
			mips_40_02
	at_At1g06840 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At1g09970 -	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g11340 -	no entry	null
	at_At1g12580 -	no entry	null
	at_At1g12680 -	no entry	null
	at_At1g15530 -	mips_10	"hypothetical protein"
			mips_10_01_01
			mips_98
	at_At1g16260 -	no entry	null
	at_At1g16270 -	mips_01_04	"putative Ser/Thr protein kinase"
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_05
			mips_14_10
			mips_14_10_02
			mips_63_17
			mips_63_17_01
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g19090 -	mips_10	"receptor-like serine/threonine kinase (RKF2)"
			mips_10_01_01
	at_At1g20650 -	mips_10_05	"hypothetical protein"
	at_At1g24030 -	no entry	null
	at_At1g24650 -	no entry	null
	at_At1g30570 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g33260 -	no entry	null
	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_At1g35670 -	no entry	null
	at_At1g45160 -	mips_01_04	"similar to IRE homolog 1 dbj|BAA89784.1"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_63_17
			mips_63_17_01
	at_At1g48220 -	no entry	null
	at_At1g48260 -	no entry	null
	at_At1g49730 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51850 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51890 -	no entry	null
	at_At1g61370 -	no entry	null
	at_At1g61550 -	mips_10	""
	at_At1g65800 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g67520 -	mips_11_07_03	"putative receptor protein kinase"
	at_At1g69270 -	no entry	null
	at_At1g70110 -	no entry	null
	at_At1g70130 -	mips_10_05	"hypothetical protein"
	at_At1g70450 -	mips_10_01	"putative protein kinase"
			mips_10_01_01
	at_At1g71530 -	no entry	null
	at_At1g72540 -	no entry	null
	at_At1g74740 -	no entry	null
	at_At1g76370 -	no entry	null
	at_At1g78530 -	no entry	null
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At2g07020 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g17220 -	no entry	null
	at_At2g19190 -	no entry	null
	at_At2g20300 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g26290 -	no entry	null
	at_At2g28590 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At2g31500 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g32510 -	mips_63_19	"putative protein kinase"
	at_At2g35620 -	no entry	null
	at_At2g37710 -	no entry	null
	at_At2g38910 -	no entry	null
	at_At2g39180 -	no entry	null
	at_At2g41860 -	no entry	null
	at_At2g43690 -	no entry	null
	at_At2g43700 -	no entry	null
	at_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At3g08720 -	mips_01_04	"putative ribosomal-protein S6 kinase (ATPK19)"
			mips_14_10
			mips_14_10_02
	at_At3g08870 -	no entry	null
	at_At3g10660 -	no entry	null
	at_At3g12690 -	mips_14_10	"protein kinase, putative"
			mips_14_10_02
	at_At3g18750 -	mips_01_04	"mitogen activated protein kinase kinase, putative"
			mips_13_07
			mips_30_04
	at_At3g20530 -	no entry	null
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g20860 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At3g23750 -	mips_08_13	"receptor-like kinase, putative"
	at_At3g26940 -	no entry	null
	at_At3g27580 -	mips_14_10	"serine/threonine-protein kinase, PK7"
			mips_14_10_02
			mips_63_17_01
	at_At3g44610 -	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850 -	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g45240 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At3g45330 -	no entry	null
	at_At3g45410 -	no entry	null
	at_At3g45420 -	no entry	null
	at_At3g45430 -	mips_10	"receptor like protein kinase"
			mips_10_01_01
	at_At3g45440 -	no entry	null
	at_At3g46330 -	no entry	null
	at_At3g46420 -	no entry	null
	at_At3g51990 -	no entry	null
	at_At3g53380 -	no entry	null
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g53810 -	no entry	null
	at_At3g55550 -	no entry	null
	at_At3g57530 -	no entry	null
	at_At3g58640 -	mips_04_09	"unknown protein"
			mips_30_04
			mips_40_04_03
	at_At3g59110 -	no entry	null
	at_At3g59700 -	no entry	null
	at_At3g59730 -	no entry	null
	at_At3g59740 -	no entry	null
	at_At3g59750 -	no entry	null
	at_At3g61960 -	mips_01_04	"serine/threonine-protein kinase-like protein"
			mips_06_07
			mips_20
			mips_20_25
			mips_20_25_16
	at_At4g02410 -	no entry	null
	at_At4g02420 -	no entry	null
	at_At4g04500 -	no entry	null
	at_At4g04570 -	no entry	null
	at_At4g09570 -	no entry	null
	at_At4g10390 -	no entry	null
	at_At4g18700 -	no entry	null
	at_At4g21380 -	no entry	null
	at_At4g21390 -	no entry	null
	at_At4g21940 -	no entry	null
	at_At4g23180 -	no entry	null
	at_At4g23240 -	no entry	null
	at_At4g23270 -	no entry	null
	at_At4g23290 -	no entry	null
	at_At4g24480 -	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_20
			mips_20_20_18
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g26540 -	no entry	null
	at_At4g27290 -	no entry	null
	at_At4g27300 -	no entry	null
	at_At4g28350 -	no entry	null
	at_At4g29050 -	no entry	null
	at_At4g32000 -	no entry	null
	at_At4g32300 -	mips_11_07_03	"S-receptor kinase -like protein"
	at_At4g35600 -	no entry	null
	at_At4g38830 -	no entry	null
	at_At5g01540 -	no entry	null
	at_At5g01550 -	no entry	null
	at_At5g02800 -	no entry	null
	at_At5g03140 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g10290 -	no entry	null
	at_At5g10530 -	no entry	null
	at_At5g13160 -	no entry	null
	at_At5g15080 -	no entry	null
	at_At5g15730 -	no entry	null
	at_At5g18500 -	no entry	null
	at_At5g18610 -	no entry	null
	at_At5g25110 -	mips_01_04	"serine/threonine protein kinase-like protein"
	at_At5g25930 -	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g28680 -	no entry	null
	at_At5g35370 -	mips_10_05	"receptor-like protein kinase - like protein"
			mips_11_07
			mips_11_07_03
			mips_67_15
	at_At5g35960 -	mips_10_05	"serine/threonine protein kinase-like"
	at_At5g38250 -	no entry	null
	at_At5g39000 -	no entry	null
	at_At5g39030 -	no entry	null
	at_At5g39390 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g42120 -	no entry	null
	at_At5g45810 -	mips_14_10	"CBL-interacting protein kinase 19 (CIPK19)"
			mips_14_10_02
	at_At5g47070 -	mips_10_01	"protein serine/threonine kinase-like"
			mips_10_01_01
	at_At5g49760 -	no entry	null
	at_At5g56460 -	mips_10_05	"protein kinase-like protein"
	at_At5g56890 -	mips_10_01_01	"putative protein"
			mips_14_01_03
	at_At5g57670 -	no entry	null
	at_At5g59670 -	no entry	null
	at_At5g60280 -	no entry	null
	at_At5g60320 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At5g65240 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At5g65600 -	no entry	null
	at_At5g66710 -	mips_25_05_13	"protein kinase ATN1-like protein"
			mips_33_03_13
			mips_35_03_17


------------------
Rule 1407
	ipr_G-protein_beta_WD-40_repeat(_orf_0,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2) = 1
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),a_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
	seq_pf4_ratio > 0.266
	ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),c_len(_3,1.0-3.0) = 0
	ss(_1,_3,c,_2),b_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),alpha_dist(_1,13.03-23.6) = 0
	->  class mips_03_03_01_01 "mitotic cell cycle"

	Evaluation on training data (2913 items):
	at_At1g52150 -	mips_06_10	"putative protein"
			mips_25_03
			mips_40_10_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_03_01
	at_At1g70660	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g16740	mips_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At2g16920	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At2g33770	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g13550	mips_03_03_01_01	"ubiquitin-conjugating enzyme COP10 (COP10)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g05080	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	Training Accuracy: 11/12 (91.67%)
	Training Frequency class 'mips_03_03_01_01': 140/2913 (4.81%)

	Evaluation on validation data (1468 items):
	at_At1g10470 -	mips_10_01_05_07	"putative response regulator 3"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g64230	mips_03_03	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g32790	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	Validation Accuracy: 4/5 (80.00%)
	Validation Frequency class 'mips_03_03_01_01': 69/1468 (4.70%)

	Evaluation on propertest data (2441 items):
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g36340	mips_03	"putative ubiquitin conjugating enzyme"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g36060	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g17000 -	mips_03_03_04	"ubiquitin conjugating enzyme, putative"
			mips_03_03_04_07
			mips_06_07_05
	at_At3g52560 -	mips_06_07_05	"putative DNA-binding protein"
			mips_06_13_01
			mips_08_13
			mips_14_04_03_03
			mips_14_04_03_05
	at_At3g57870	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	Propertest Accuracy: 10/12 (83.33%)
	Propertest Frequency class 'mips_03_03_01_01': 126/2441 (5.16%)

	New (unknown) data (1468 items):
	at_At1g05230 -	mips_13_11	"homeobox like protein"
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_25_05_10
	at_At1g17920 -	no entry	null
	at_At1g53020 -	no entry	null
	at_At1g61950 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g73360 -	mips_14_10	""
			mips_14_10_02
			mips_25_05_10
	at_At1g79840 -	no entry	null
	at_At2g22430 -	mips_13_11	"homeodomain transcription factor (ATHB-6)"
			mips_14_10
			mips_14_10_02
			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_At2g32370 -	no entry	null
	at_At2g36610 -	mips_13_11_01	"putative homeodomain transcription factor"
			mips_25_05_10
			mips_25_05_11
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_02
			mips_37_03_17
			mips_63_03_01
	at_At2g46090 -	no entry	null
	at_At2g46680 -	mips_25_05_13	"homeodomain transcription factor (ATHB-7)"
			mips_25_05_15
	at_At3g11260 -	mips_25_05_10	"hypothetical protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g02060 -	mips_40_10_03	"PROLIFERA"
	at_At4g32040 -	no entry	null
	at_At4g32880 -	mips_25_05_10	"HD-zip transcription factor (athb-8)"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g36410 -	mips_06_07_05	"ubiquitin-conjugating enzyme"
			mips_08_05
	at_At4g39020 -	mips_13_03	"putative protein"
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_63_17_01
	at_At5g17320 -	mips_14_10	"homeobox protein"
			mips_14_10_02
			mips_25_05_10
	at_At5g60690 -	no entry	null


------------------
Rule 1518
	ipr_Serine/Threonine_protein_kinase(_orf_0,_ipr_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_1) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	ss(_1,_3,c,_2),a_len(_2,1.0-3.0) = 1
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 1
	ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),beta_dist(_1,19.41-29.93) = 0
	ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 0
	eval(_1,_2,4.0e-3-0.1),classification(_2,enterobacteriales),db_ref(_2,smart) = 0
	eval(_1,_2,2.0e-5-4.0e-3),classification(_2,schizosaccharomyces),desc(_2,probable) = 0
	seq_wy6_ratio <= 0.194
	seq_av7_ratio <= 0.657
	seq_yr9_ratio <= 0.329
	seq_cn10_ratio <= 0.315
	->  class mips_03_03_04_07 "nuclear division"

	Evaluation on training data (2913 items):
	at_At1g30640	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At1g33770	mips_03_03_01_01	"protein kinase, putative"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g51170	mips_03_01_03	"putative serine/threonine protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g53050	mips_01_04	"cell division-related protein, putative"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g67580	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g73450	mips_03_03_01_01	""
			mips_03_03_04
			mips_03_03_04_07
	at_At1g76540	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720 -	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At2g20470	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_10
			mips_40_10
	at_At2g40120	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g25250	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g44200	mips_03_03_01_01	"protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_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_At4g14350	mips_03_03_01_01	"protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
	at_At4g22940	mips_01_04	"putative cdc2 kinase homolog"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g33080	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_10
			mips_14_10_02
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g45430	mips_03_03_01_01_09	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g55910	mips_03_01	"serine/threonine-specific protein kinase ATPK64 (pir||S20918)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At5g62310	mips_01_04	"IRE (root hair elongation)"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01
			mips_14_01_03
			mips_25_03
	Training Accuracy: 20/21 (95.24%)
	Training Frequency class 'mips_03_03_04_07': 85/2913 (2.92%)

	Evaluation on validation data (1468 items):
	at_At1g03920	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	at_At1g18670	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_23
	at_At1g54610	mips_03_03_01_01_09	"Unknown protein (T22H22.5)"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g68830 -	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At3g46930 -	mips_06_07_03	"protein kinase 6-like protein"
			mips_10_01_05
			mips_10_01_05_01
	at_At4g10010	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_At5g01920 -	mips_03_03_03	"putative protein"
			mips_06_07_03
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_25_05_10
			mips_25_05_17
	at_At5g09890	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	Validation Accuracy: 5/8 (62.50%)
	Validation Frequency class 'mips_03_03_04_07': 52/1468 (3.54%)

	Evaluation on propertest data (2441 items):
	at_At1g74330	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g34650 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_10
			mips_14_10_02
	at_At2g35050 -	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At3g23310	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_04
			mips_03_03_04_07
	at_At3g48260 -	mips_03_03	"protein kinase -like protein"
			mips_03_03_01
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At3g54180	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g16970 -	mips_01_02	"kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_99
	at_At4g32660	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g03730 -	mips_06_07_03	"SERINE/THREONINE-PROTEIN KINASE CTR1"
			mips_10_01_05_01
	at_At5g10270	mips_01_04	"cdc2-like protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
	at_At5g39420	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g44290	mips_03_03_01_01_09	"cyclin-dependent protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g57610 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_05
			mips_06_07_03
			mips_48
	at_At5g60550 -	mips_01_02	"serine/threonine-protein kinase - like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At5g63370	mips_01_04	"protein kinase"
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_40_03
			mips_63_19
	Propertest Accuracy: 8/15 (53.33%)
	Propertest Frequency class 'mips_03_03_04_07': 88/2441 (3.61%)

	New (unknown) data (1468 items):
	at_At1g01540 -	no entry	null
	at_At1g04700 -	mips_01_04	"putative Ser/Thr protein kinase"
	at_At1g05700 -	mips_10_05	"putative light repressible receptor protein kinase"
			mips_40_02
	at_At1g06840 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At1g09970 -	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g12580 -	no entry	null
	at_At1g12680 -	no entry	null
	at_At1g16260 -	no entry	null
	at_At1g16270 -	mips_01_04	"putative Ser/Thr protein kinase"
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_05
			mips_14_10
			mips_14_10_02
			mips_63_17
			mips_63_17_01
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g19090 -	mips_10	"receptor-like serine/threonine kinase (RKF2)"
			mips_10_01_01
	at_At1g24650 -	no entry	null
	at_At1g30570 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g33260 -	no entry	null
	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_At1g35670 -	no entry	null
	at_At1g45160 -	mips_01_04	"similar to IRE homolog 1 dbj|BAA89784.1"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_63_17
			mips_63_17_01
	at_At1g48260 -	no entry	null
	at_At1g49730 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51850 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51890 -	no entry	null
	at_At1g61550 -	mips_10	""
	at_At1g70110 -	no entry	null
	at_At1g70450 -	mips_10_01	"putative protein kinase"
			mips_10_01_01
	at_At1g71530 -	no entry	null
	at_At1g72540 -	no entry	null
	at_At1g74740 -	no entry	null
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At2g07020 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g17220 -	no entry	null
	at_At2g19190 -	no entry	null
	at_At2g20300 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g26290 -	no entry	null
	at_At2g31500 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g41860 -	no entry	null
	at_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At3g08720 -	mips_01_04	"putative ribosomal-protein S6 kinase (ATPK19)"
			mips_14_10
			mips_14_10_02
	at_At3g08870 -	no entry	null
	at_At3g10660 -	no entry	null
	at_At3g12690 -	mips_14_10	"protein kinase, putative"
			mips_14_10_02
	at_At3g18750 -	mips_01_04	"mitogen activated protein kinase kinase, putative"
			mips_13_07
			mips_30_04
	at_At3g20530 -	no entry	null
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g20860 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At3g23750 -	mips_08_13	"receptor-like kinase, putative"
	at_At3g26940 -	no entry	null
	at_At3g27580 -	mips_14_10	"serine/threonine-protein kinase, PK7"
			mips_14_10_02
			mips_63_17_01
	at_At3g44610 -	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850 -	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g45410 -	no entry	null
	at_At3g45420 -	no entry	null
	at_At3g45440 -	no entry	null
	at_At3g46330 -	no entry	null
	at_At3g46420 -	no entry	null
	at_At3g53380 -	no entry	null
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g57530 -	no entry	null
	at_At3g58640 -	mips_04_09	"unknown protein"
			mips_30_04
			mips_40_04_03
	at_At3g59110 -	no entry	null
	at_At3g59750 -	no entry	null
	at_At3g61960 -	mips_01_04	"serine/threonine-protein kinase-like protein"
			mips_06_07
			mips_20
			mips_20_25
			mips_20_25_16
	at_At4g02410 -	no entry	null
	at_At4g04570 -	no entry	null
	at_At4g09570 -	no entry	null
	at_At4g10390 -	no entry	null
	at_At4g18700 -	no entry	null
	at_At4g21380 -	no entry	null
	at_At4g21940 -	no entry	null
	at_At4g23180 -	no entry	null
	at_At4g23270 -	no entry	null
	at_At4g23290 -	no entry	null
	at_At4g24480 -	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_20
			mips_20_20_18
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g26540 -	no entry	null
	at_At4g27300 -	no entry	null
	at_At4g32000 -	no entry	null
	at_At4g32300 -	mips_11_07_03	"S-receptor kinase -like protein"
	at_At4g38830 -	no entry	null
	at_At5g01540 -	no entry	null
	at_At5g01550 -	no entry	null
	at_At5g03140 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g10290 -	no entry	null
	at_At5g15080 -	no entry	null
	at_At5g15730 -	no entry	null
	at_At5g18610 -	no entry	null
	at_At5g25110 -	mips_01_04	"serine/threonine protein kinase-like protein"
	at_At5g25930 -	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g28680 -	no entry	null
	at_At5g35370 -	mips_10_05	"receptor-like protein kinase - like protein"
			mips_11_07
			mips_11_07_03
			mips_67_15
	at_At5g35960 -	mips_10_05	"serine/threonine protein kinase-like"
	at_At5g39000 -	no entry	null
	at_At5g39030 -	no entry	null
	at_At5g39390 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At5g42120 -	no entry	null
	at_At5g45810 -	mips_14_10	"CBL-interacting protein kinase 19 (CIPK19)"
			mips_14_10_02
	at_At5g47070 -	mips_10_01	"protein serine/threonine kinase-like"
			mips_10_01_01
	at_At5g49760 -	no entry	null
	at_At5g56460 -	mips_10_05	"protein kinase-like protein"
	at_At5g56890 -	mips_10_01_01	"putative protein"
			mips_14_01_03
	at_At5g57670 -	no entry	null
	at_At5g60280 -	no entry	null
	at_At5g60320 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At5g65240 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02


------------------
Rule 1408
	ipr_G-protein_beta_WD-40_repeat(_orf_0,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2) = 1
	ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),c_len(_3,1.0-3.0) = 0
	ss(_1,_3,c,_2),b_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),alpha_dist(_1,13.03-23.6) = 0
	seq_pf4_ratio > 0.266
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),a_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
	->  class mips_03_03_04_07 "nuclear division"

	Evaluation on training data (2913 items):
	at_At1g52150 -	mips_06_10	"putative protein"
			mips_25_03
			mips_40_10_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_03_01
	at_At1g70660	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g16740	mips_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At2g16920	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At2g33770	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g13550	mips_03_03_01_01	"ubiquitin-conjugating enzyme COP10 (COP10)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g05080	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	Training Accuracy: 11/12 (91.67%)
	Training Frequency class 'mips_03_03_04_07': 85/2913 (2.92%)

	Evaluation on validation data (1468 items):
	at_At1g10470 -	mips_10_01_05_07	"putative response regulator 3"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g64230	mips_03_03	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g32790	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	Validation Accuracy: 4/5 (80.00%)
	Validation Frequency class 'mips_03_03_04_07': 52/1468 (3.54%)

	Evaluation on propertest data (2441 items):
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g36340	mips_03	"putative ubiquitin conjugating enzyme"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g36060	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g17000	mips_03_03_04	"ubiquitin conjugating enzyme, putative"
			mips_03_03_04_07
			mips_06_07_05
	at_At3g52560 -	mips_06_07_05	"putative DNA-binding protein"
			mips_06_13_01
			mips_08_13
			mips_14_04_03_03
			mips_14_04_03_05
	at_At3g57870	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	Propertest Accuracy: 11/12 (91.67%)
	Propertest Frequency class 'mips_03_03_04_07': 88/2441 (3.61%)

	New (unknown) data (1468 items):
	at_At1g05230 -	mips_13_11	"homeobox like protein"
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_25_05_10
	at_At1g17920 -	no entry	null
	at_At1g53020 -	no entry	null
	at_At1g61950 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g73360 -	mips_14_10	""
			mips_14_10_02
			mips_25_05_10
	at_At1g79840 -	no entry	null
	at_At2g22430 -	mips_13_11	"homeodomain transcription factor (ATHB-6)"
			mips_14_10
			mips_14_10_02
			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_At2g32370 -	no entry	null
	at_At2g36610 -	mips_13_11_01	"putative homeodomain transcription factor"
			mips_25_05_10
			mips_25_05_11
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_02
			mips_37_03_17
			mips_63_03_01
	at_At2g46090 -	no entry	null
	at_At2g46680 -	mips_25_05_13	"homeodomain transcription factor (ATHB-7)"
			mips_25_05_15
	at_At3g11260 -	mips_25_05_10	"hypothetical protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g02060 -	mips_40_10_03	"PROLIFERA"
	at_At4g32040 -	no entry	null
	at_At4g32880 -	mips_25_05_10	"HD-zip transcription factor (athb-8)"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g36410 -	mips_06_07_05	"ubiquitin-conjugating enzyme"
			mips_08_05
	at_At4g39020 -	mips_13_03	"putative protein"
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_63_17_01
	at_At5g17320 -	mips_14_10	"homeobox protein"
			mips_14_10_02
			mips_25_05_10
	at_At5g60690 -	no entry	null


------------------
Rule 1427
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_3) = 1
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 0
	ss(_1,_3,b,_2),b_len(_3,1.0-3.0),a_len(_2,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
	seq_mg2_ratio <= 0.286
	seq_va10_ratio <= 0.763
	ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,9.0-11.0) = 1
	->  class mips_04_05_05_01 "splicing"

	Evaluation on training data (2913 items):
	at_At1g16280 -	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_11
			mips_05_04
			mips_05_04_01
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At1g27900	mips_04_05_05	"ATP-dependent RNA helicase (At1g27900)"
			mips_04_05_05_01
	at_At1g58050	mips_04_05_05_01	"hypothetical protein"
			mips_04_05_05_01_10
			mips_04_05_05_11
	at_At1g71280	mips_04_01	"putative DEAD/DEAH box helicase"
			mips_04_01_04
			mips_04_05_05_01
	at_At1g72730	mips_04	"Eukaryotic initiation factor 4A like protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_14_04
			mips_25_05
			mips_25_05_10
			mips_40_10
			mips_63_19
			mips_63_19_03
	at_At2g35920	mips_04	"ATP-dependent RNA helicase A like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_10
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_19
			mips_63_19_03
	at_At2g42520	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_01
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
	at_At2g45810	mips_04_05_05_01	"putative ATP-dependent RNA helicase"
			mips_04_99
	at_At3g13920	mips_04_05_05	"eukaryotic protein synthesis initiation factor 4A"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At3g26560	mips_04_05_05	"ATP-dependent RNA helicase, putative"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_40_10_99
	at_At3g58570	mips_04_01	"ATP-dependent RNA helicase-like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_33
			mips_33_03
			mips_33_03_02
	at_At3g62310	mips_04_05_05	"ATP-dependent RNA helicase-like protein"
			mips_04_05_05_01
	at_At4g01020	mips_03	"putative protein"
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_99
			mips_05
			mips_05_07
			mips_30
			mips_30_10
			mips_40_10_99
			mips_63_03
			mips_63_19
	at_At4g16680	mips_04_05_05	"RNA helicase"
			mips_04_05_05_01
			mips_05_07
			mips_30_10
	at_At5g08610	mips_03_01_09	"RNA helicase-like protein"
			mips_03_01_09_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04
			mips_05_04_01
			mips_25_05_10
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At5g11170	mips_04	"DEAD BOX RNA helicase RH15 - like protein"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04
			mips_05_04_01
			mips_40
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_19
			mips_63_19_03
			mips_98
	at_At5g11200	mips_04_05_05_01	"DEAD BOX RNA helicase RH15"
			mips_04_05_05_01_99
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04_01
			mips_63_03_03
			mips_63_19_03
	at_At5g39840	mips_01_03_16	"putative RNA helicase"
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_05_07
			mips_63_03_03
	at_At5g63630 -	mips_04_01	"RNA helicase"
			mips_04_01_04
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	Training Accuracy: 17/19 (89.47%)
	Training Frequency class 'mips_04_05_05_01': 98/2913 (3.36%)

	Evaluation on validation data (1468 items):
	at_At1g31970 -	mips_04_05_05_11	"putative protein"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At1g71370	mips_03	"putative ATP-dependent RNA helicase"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03
			mips_63_03_03
			mips_63_19
	at_At1g77050	mips_04	""
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_40_03
			mips_40_10
			mips_63
			mips_63_03
			mips_63_19
	at_At2g47250	mips_04_05_05	"putative pre-mRNA splicing factor RNA helicase"
			mips_04_05_05_01
			mips_05_04
			mips_40_10_99
	at_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_At3g06980	mips_04_05_05_01	"putative DEAD/DEAH box helicase"
			mips_05_04_01
			mips_33_03_02
	at_At3g09720	mips_04_05_05_01	"putative RNA helicase"
			mips_63_03_03
			mips_63_19_03
	at_At3g16840	mips_04_05_05	"ATP-dependent RNA helicase"
			mips_04_05_05_01
			mips_33_03_02
	at_At5g08620 -	mips_04_05_05	"RNA helicase (emb|CAA09212.1)"
			mips_04_05_05_11
			mips_05
			mips_05_04_01
			mips_14_01
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At5g13010	mips_04_05_05	"pre-mRNA splicing factor ATP-dependent RNA helicase -like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_63_03_03
			mips_63_19_03
	at_At5g54910	mips_03_01_09	"RNA helicase-like protein"
			mips_03_01_09_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04_01
			mips_40_10_07
			mips_63_03_03
	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_At5g65900	mips_03_01	"ATP-dependent RNA helicase-like"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_30_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03_03
	Validation Accuracy: 11/13 (84.62%)
	Validation Frequency class 'mips_04_05_05_01': 53/1468 (3.61%)

	Evaluation on propertest data (2441 items):
	at_At1g32490	mips_03	"putative RNA helicase (At1g32490)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_19
	at_At1g48000 -	mips_04_05_01_04_01	"putative transcription factor MYB112"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g54270	mips_04_05_05	"Eukaryotic Initiation Factor 4A-2"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At1g59610 -	mips_03_03	"dynamin-like protein CF1"
			mips_03_03_01
			mips_03_03_01_01
			mips_06_04
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_02
			mips_63_06
	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_At2g35340	mips_03	"putative pre-mRNA splicing factor RNA helicase"
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10_99
			mips_63_03
			mips_63_19
	at_At3g09620 -	mips_04_05_05	"putative RNA helicase"
			mips_04_05_05_11
			mips_05
			mips_05_04
			mips_05_04_01
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At3g18600	mips_03_01_09	"DEAD box helicase protein, putative"
			mips_03_01_09_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04_01
			mips_40_10_07
			mips_40_10_99
	at_At3g19760	mips_04_01	"RNA helicase, putative"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_05_04
			mips_25_05_10
	at_At3g58510	mips_04_01	"ATP-dependent RNA helicase-like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_33
			mips_33_03
			mips_33_03_02
	at_At3g61240	mips_04_01	"DEAD box RNA helicase RH12"
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_63_19_03
	at_At4g00660	mips_04_01	"RNA helicase like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
	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_At5g05450	mips_03	"ATP-dependent RNA helicase-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03
			mips_63_03_03
			mips_63_19
	at_At5g10370	mips_03_03_01	"putative protein"
			mips_04_05_05_01
			mips_04_05_99
			mips_05_07
	at_At5g60990	mips_03_01_03	"replication protein A1 - like"
			mips_03_01_05
			mips_04_05_05
			mips_04_05_05_01
			mips_63_03_03
			mips_63_19_03
	Propertest Accuracy: 12/16 (75.00%)
	Propertest Frequency class 'mips_04_05_05_01': 76/2441 (3.11%)

	New (unknown) data (1468 items):
	at_At1g10340 -	no entry	null
	at_At1g26370 -	no entry	null
	at_At1g26760 -	no entry	null
	at_At1g33390 -	no entry	null
	at_At1g66230 -	no entry	null
	at_At1g72850 -	no entry	null
	at_At1g72870 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g74080 -	no entry	null
	at_At1g79180 -	no entry	null
	at_At2g12600 -	no entry	null
	at_At2g14050 -	mips_40_10_03	"putative DNA replication licensing factor"
	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_At2g18330 -	mips_02_11_05	"AAA-type like ATPase"
	at_At2g38410 -	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_30_08
			mips_30_22
			mips_40_08
	at_At2g45540 -	mips_30_25	"unknown protein"
	at_At3g09660 -	no entry	null
	at_At3g62610 -	no entry	null
	at_At4g03480 -	mips_30_04	"hypothetical protein"
			mips_40_04
			mips_63_07
	at_At4g17780 -	mips_01_01_04	"MYB transcription factor like protein"
			mips_01_03
			mips_01_03_13
	at_At4g25560 -	no entry	null
	at_At4g28080 -	mips_05	"putative protein"
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_16
			mips_40_03
	at_At4g29950 -	mips_25_05_25	"unknown protein"
			mips_63_17_01
	at_At4g34990 -	no entry	null
	at_At5g06110 -	mips_40_10_03	"cell division related protein-like"
	at_At5g07690 -	no entry	null
	at_At5g16600 -	no entry	null
	at_At5g45420 -	no entry	null
	at_At5g48780 -	no entry	null
	at_At5g52260 -	no entry	null
	at_At5g52600 -	no entry	null


------------------
Rule 1431
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_3) = 1
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmtigr(_orf_0,_hmmtigr_id_2,_ipr_3) = 0
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1) = 0
	ipr_G-protein_beta_WD-40_repeat(_orf_0,_ipr_1) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 0
	ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),b_len(_2,1.0-3.0) = 0
	ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,9.0-11.0) = 1
	->  class mips_04_05_05_11 "control of mRNA stability"

	Evaluation on training data (2913 items):
	at_At1g16280	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_11
			mips_05_04
			mips_05_04_01
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At1g27900 -	mips_04_05_05	"ATP-dependent RNA helicase (At1g27900)"
			mips_04_05_05_01
	at_At1g51380	mips_04	"putative RNA helicase"
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_05_04
			mips_05_04_01
			mips_14
			mips_14_01
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_10
			mips_33
			mips_33_03
			mips_33_03_02
			mips_40_10
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_03
			mips_98
	at_At1g55150	mips_04_05_05_11	"Unknown protein (At1g55150; T7N22.9)"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At1g58050	mips_04_05_05_01	"hypothetical protein"
			mips_04_05_05_01_10
			mips_04_05_05_11
	at_At1g71280 -	mips_04_01	"putative DEAD/DEAH box helicase"
			mips_04_01_04
			mips_04_05_05_01
	at_At1g72730 -	mips_04	"Eukaryotic initiation factor 4A like protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_14_04
			mips_25_05
			mips_25_05_10
			mips_40_10
			mips_63_19
			mips_63_19_03
	at_At2g07750	mips_04_05_05	"putative RNA helicase"
			mips_04_05_05_11
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At2g21380 -	mips_08	"putative kinesin heavy chain"
			mips_08_22
			mips_08_22_01
			mips_25
			mips_25_05
			mips_25_05_19
			mips_25_05_19_09
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_04
			mips_40_16
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g35920	mips_04	"ATP-dependent RNA helicase A like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_10
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_19
			mips_63_19_03
	at_At2g42520	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_01
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
	at_At2g45810 -	mips_04_05_05_01	"putative ATP-dependent RNA helicase"
			mips_04_99
	at_At2g47330	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_11
			mips_05_04
			mips_05_04_01
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_02
			mips_63_19_03
	at_At3g13920 -	mips_04_05_05	"eukaryotic protein synthesis initiation factor 4A"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At3g22310	mips_04_05_05_11	"putative RNA helicase"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At3g22330	mips_04_05_05_11	"DEAD-Box RNA helicase like protein"
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	at_At3g26560	mips_04_05_05	"ATP-dependent RNA helicase, putative"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_40_10_99
	at_At3g53110	mips_04_05_05	"RNA helicase -like protein"
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_45_03_12
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_02
			mips_63_19_03
	at_At3g58570 -	mips_04_01	"ATP-dependent RNA helicase-like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_33
			mips_33_03
			mips_33_03_02
	at_At3g62310 -	mips_04_05_05	"ATP-dependent RNA helicase-like protein"
			mips_04_05_05_01
	at_At4g01020 -	mips_03	"putative protein"
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_99
			mips_05
			mips_05_07
			mips_30
			mips_30_10
			mips_40_10_99
			mips_63_03
			mips_63_19
	at_At4g16680 -	mips_04_05_05	"RNA helicase"
			mips_04_05_05_01
			mips_05_07
			mips_30_10
	at_At4g33370	mips_04_05_05	"putative protein"
			mips_04_05_05_11
			mips_05_04_01
			mips_45_03_12
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_09
			mips_47_03_09_01
	at_At5g01310 -	mips_01_03_01	"putative protein"
			mips_01_03_01_01
			mips_01_03_01_01_99
			mips_03_03
			mips_03_03_01
	at_At5g08610 -	mips_03_01_09	"RNA helicase-like protein"
			mips_03_01_09_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04
			mips_05_04_01
			mips_25_05_10
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At5g11170 -	mips_04	"DEAD BOX RNA helicase RH15 - like protein"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04
			mips_05_04_01
			mips_40
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_19
			mips_63_19_03
			mips_98
	at_At5g11200 -	mips_04_05_05_01	"DEAD BOX RNA helicase RH15"
			mips_04_05_05_01_99
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04_01
			mips_63_03_03
			mips_63_19_03
	at_At5g14230 -	mips_63_07	"ankyrin - like protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g14610	mips_04_05_05_11	"DRH1 DEAD box protein - like"
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	at_At5g39840 -	mips_01_03_16	"putative RNA helicase"
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_05_07
			mips_63_03_03
	at_At5g51280	mips_04_05_05_11	"DEAD-box protein abstrakt"
			mips_05_04_01
			mips_14_10
			mips_14_10_02
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_05
			mips_47_03_05_01
	at_At5g63120	mips_04_05_05_11	"ATP-dependent RNA helicase-like protein"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At5g63630	mips_04_01	"RNA helicase"
			mips_04_01_04
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	Training Accuracy: 17/33 (51.52%)
	Training Frequency class 'mips_04_05_05_11': 26/2913 (0.89%)

	Evaluation on validation data (1468 items):
	at_At1g24290 -	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_30_16
			mips_40_10_99
	at_At1g31970	mips_04_05_05_11	"putative protein"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At1g71370 -	mips_03	"putative ATP-dependent RNA helicase"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03
			mips_63_03_03
			mips_63_19
	at_At1g77050 -	mips_04	""
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_40_03
			mips_40_10
			mips_63
			mips_63_03
			mips_63_19
	at_At2g47250 -	mips_04_05_05	"putative pre-mRNA splicing factor RNA helicase"
			mips_04_05_05_01
			mips_05_04
			mips_40_10_99
	at_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_At3g06980 -	mips_04_05_05_01	"putative DEAD/DEAH box helicase"
			mips_05_04_01
			mips_33_03_02
	at_At3g09720 -	mips_04_05_05_01	"putative RNA helicase"
			mips_63_03_03
			mips_63_19_03
	at_At3g43210 -	mips_08	"kinesin -like protein"
			mips_08_22
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_16
			mips_63_06
	at_At4g34910 -	mips_04_05_01_01	"RNA helicase (RH16)"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_01
			mips_05_01_99
			mips_05_04_01
			mips_40_10_07
			mips_63_03_03
	at_At5g08620	mips_04_05_05	"RNA helicase (emb|CAA09212.1)"
			mips_04_05_05_11
			mips_05
			mips_05_04_01
			mips_14_01
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At5g13010	mips_04_05_05	"pre-mRNA splicing factor ATP-dependent RNA helicase -like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_63_03_03
			mips_63_19_03
	at_At5g54910 -	mips_03_01_09	"RNA helicase-like protein"
			mips_03_01_09_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04_01
			mips_40_10_07
			mips_63_03_03
	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_At5g65900 -	mips_03_01	"ATP-dependent RNA helicase-like"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_30_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03_03
	Validation Accuracy: 4/15 (26.67%)
	Validation Frequency class 'mips_04_05_05_11': 8/1468 (0.54%)

	Evaluation on propertest data (2441 items):
	at_At1g32490 -	mips_03	"putative RNA helicase (At1g32490)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_19
	at_At1g48000 -	mips_04_05_01_04_01	"putative transcription factor MYB112"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g54270 -	mips_04_05_05	"Eukaryotic Initiation Factor 4A-2"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At1g59610 -	mips_03_03	"dynamin-like protein CF1"
			mips_03_03_01
			mips_03_03_01_01
			mips_06_04
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_02
			mips_63_06
	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_At2g13390 -	mips_03_01_09	"pseudogene"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_40_10_03
	at_At2g42270 -	mips_04_05_05_01	"ATP-dependent RNA helicase like protein"
	at_At3g10180 -	mips_08_22	"putative kinesin-like centromere protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At3g18600 -	mips_03_01_09	"DEAD box helicase protein, putative"
			mips_03_01_09_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04_01
			mips_40_10_07
			mips_40_10_99
	at_At3g19760 -	mips_04_01	"RNA helicase, putative"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_05_04
			mips_25_05_10
	at_At3g58510 -	mips_04_01	"ATP-dependent RNA helicase-like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_33
			mips_33_03
			mips_33_03_02
	at_At3g61240 -	mips_04_01	"DEAD box RNA helicase RH12"
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_63_19_03
	at_At4g00660 -	mips_04_01	"RNA helicase like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
	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_At5g05450 -	mips_03	"ATP-dependent RNA helicase-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03
			mips_63_03_03
			mips_63_19
	at_At5g10370 -	mips_03_03_01	"putative protein"
			mips_04_05_05_01
			mips_04_05_99
			mips_05_07
	at_At5g60990 -	mips_03_01_03	"replication protein A1 - like"
			mips_03_01_05
			mips_04_05_05
			mips_04_05_05_01
			mips_63_03_03
			mips_63_19_03
	Propertest Accuracy: 0/17 (0.00%)
	Propertest Frequency class 'mips_04_05_05_11': 7/2441 (0.29%)

	New (unknown) data (1468 items):
	at_At1g10340 -	no entry	null
	at_At1g18370 -	mips_30	"AtNACK1 kinesin-like protein (AtNACK1)"
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g26370 -	no entry	null
	at_At1g26760 -	no entry	null
	at_At1g48650 -	mips_04_05_05	"hypothetical protein"
			mips_40_10_03
			mips_40_10_99
	at_At1g66230 -	no entry	null
	at_At1g72850 -	no entry	null
	at_At1g72870 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g74080 -	no entry	null
	at_At1g79180 -	no entry	null
	at_At2g05390 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g07550 -	no entry	null
	at_At2g14050 -	mips_40_10_03	"putative DNA replication licensing factor"
	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_At2g18330 -	mips_02_11_05	"AAA-type like ATPase"
	at_At2g19840 -	no entry	null
	at_At2g22610 -	mips_08_22	"putative kinesin heavy chain"
			mips_08_99
			mips_63_06
	at_At2g38410 -	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_30_08
			mips_30_22
			mips_40_08
	at_At2g40700 -	mips_04_99	"ATP-dependent RNA helicase"
			mips_63_19_03
	at_At3g09660 -	no entry	null
	at_At3g16630 -	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_30_04_05
			mips_40_04_05
			mips_63_06
	at_At3g23670 -	mips_06_04	"hypothetical protein"
			mips_30
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g44730 -	mips_06_04	"kinesin-like protein heavy chain (KP1)"
			mips_08
			mips_08_99
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_40_16
			mips_63_06
	at_At3g62610 -	no entry	null
	at_At4g03480 -	mips_30_04	"hypothetical protein"
			mips_40_04
			mips_63_07
	at_At4g04420 -	mips_29_02	"putative transposon protein"
	at_At4g14370 -	mips_03_99	"disease resistance N like protein"
	at_At4g17890 -	no entry	null
	at_At4g25560 -	no entry	null
	at_At4g29950 -	mips_25_05_25	"unknown protein"
			mips_63_17_01
	at_At4g34990 -	no entry	null
	at_At5g06110 -	mips_40_10_03	"cell division related protein-like"
	at_At5g07690 -	no entry	null
	at_At5g16600 -	no entry	null
	at_At5g45420 -	no entry	null
	at_At5g48780 -	no entry	null
	at_At5g52260 -	no entry	null
	at_At5g52600 -	no entry	null
	at_At5g55020 -	no entry	null
	at_At5g62190 -	mips_05_07	"putative RNA helicase (MMI9.2)"
			mips_40_10_07


------------------
Rule 218
	eval(_1,_2,0.0-9.0e-25),mol_wt(_2,38820.0-54204.0),sq_len(_2,15.0-349.0) = 0
	scop_b.82 <= 0.0039
	seq_gravy > -0.415
	seq_dc2_ratio <= 0.45
	->  class mips_13_01_01_01 "homeostasis of metal ions (Na, K, Ca etc.)"

	Evaluation on training data (2913 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_At2g18960	mips_02_45	"plasma membrane proton ATPase (PMA)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50_22
			mips_67_50_25
	at_At2g19110	mips_08_19	"putative cadmium-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
	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_At2g46450	mips_10_01_09	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_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_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_At3g48010	mips_10_01_09	"putative cyclic nucleotide-gated channel"
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At3g57330 -	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g60330	mips_02_45	"plasma membrane H+-ATPase - like"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g00510 -	mips_10_01_05_05	"predicted protein with unknown function"
			mips_10_01_05_05_01
			mips_20_25_01
			mips_20_25_01_01
			mips_67_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_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_At4g30190	mips_02	"H+-transporting ATPase type 2, plasma membrane"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At4g30360 -	mips_10_05_01	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_10_05_01_10
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_01_01
	at_At4g37270	mips_02_45	"Cu2+-transporting ATPase-like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	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_At5g23630 -	mips_13	"cation-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_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_At5g39900 -	mips_05_04_02	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_63_19_05
	at_At5g54100 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_30
			mips_30_02
			mips_30_04
			mips_40_04
			mips_62_01_01
			mips_62_01_07
			mips_63_01
			mips_63_09
			mips_67
			mips_67_01
			mips_67_01_01
			mips_98
	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
	Training Accuracy: 11/24 (45.83%)
	Training Frequency class 'mips_13_01_01_01': 85/2913 (2.92%)

	Evaluation on validation data (1468 items):
	at_At1g69840 -	mips_03_01_03	"unknown protein"
			mips_10_05_02
			mips_10_05_02_30
			mips_48
			mips_67_01
			mips_67_01_01
	at_At2g24520	mips_01	"putative plasma membrane proton ATPase"
			mips_02
			mips_02_45
			mips_02_45_99
			mips_06
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_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_At2g46440	mips_10_01_09	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
	at_At4g01010	mips_06_10	"cyclic nucleotide gated channel (CNGC4) like protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_63_09
			mips_63_17
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	Validation Accuracy: 3/5 (60.00%)
	Validation Frequency class 'mips_13_01_01_01': 49/1468 (3.34%)

	Evaluation on propertest data (2441 items):
	at_At3g47950	mips_02	"H+-transporting ATPase - like protein"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_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_At4g30120	mips_08_19	"cadmium-transporting ATPase-like protein"
			mips_11_05_01
			mips_11_05_01_03
			mips_11_05_01_03_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17
			mips_63_17_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
	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_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_At5g46240	mips_06_10	"potassium channel protein KAT1 (pir||S32816)"
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_30_04
			mips_63_09
			mips_63_17_03
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_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_At5g54080 -	mips_01_01	"homogentisate 1,2-dioxygenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
	at_At5g62670	mips_02_45	"plasma membrane proton ATPase-like"
			mips_02_45_99
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At5g62740 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_30
			mips_14_01_05
			mips_14_01_99
			mips_45
			mips_45_03
			mips_45_03_03
			mips_67_01
			mips_67_01_01
	Propertest Accuracy: 5/11 (45.45%)
	Propertest Frequency class 'mips_13_01_01_01': 64/2441 (2.62%)

	New (unknown) data (1468 items):
	at_At1g10130 -	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At1g17260 -	mips_01	"H+-transporting ATPase AHA10"
			mips_40
			mips_40_02
			mips_63
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At1g50590 -	no entry	null
	at_At1g63440 -	mips_63_19	"ATP dependent copper transporter, putative"
			mips_67
			mips_67_50_25
	at_At2g32650 -	no entry	null
	at_At2g43120 -	no entry	null
	at_At3g11150 -	no entry	null
	at_At3g12940 -	no entry	null
	at_At3g21360 -	no entry	null
	at_At3g47230 -	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
			mips_40_10
	at_At3g59220 -	no entry	null
	at_At3g63290 -	no entry	null
	at_At4g02980 -	mips_03_99	"auxin-binding protein 1 precursor"
			mips_20_20
			mips_20_20_18
	at_At4g10280 -	no entry	null
	at_At4g13400 -	no entry	null
	at_At4g17050 -	no entry	null
	at_At5g07950 -	no entry	null
	at_At5g19840 -	no entry	null
	at_At5g44790 -	mips_67_50	"COPPER-TRANSPORTING ATPASE RAN1 (RESPONSIVE-TO-ANTAGONIST 1)"
			mips_67_50_25


------------------
Rule 813
	scop_b.80 <= 2.4e-35
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03) = 1
	->  class mips_01_05_01_01 "C-compound, carbohydrate catabolism"

	Evaluation on training data (2913 items):
	at_At1g02460	mips_01_05_01_01_01	"polygalacturonase PG1, putative"
			mips_30_01
	at_At1g04680	mips_01_05	"unknown protein"
			mips_01_05_01_01
			mips_30
	at_At1g05650	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g10640	mips_01_05_01_01_01	"similar to polygalacturonase-like protein"
			mips_30_01
	at_At1g11920	mips_01_05_01	"pectate lyase-like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g17150	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g19170	mips_01_05_01_01_01	"putative protein"
			mips_01_20_99
	at_At1g23460	mips_01_05_01_01_01	"putative polygalacturonase precursor"
	at_At1g30350	mips_01_05	"hypothetical protein"
			mips_01_05_01_01
	at_At1g43080	mips_01_05_01_01_01	"hypothetical protein"
	at_At1g43090	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g43100	mips_01_05_01_01_01	"hypothetical protein"
	at_At1g44980	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At1g65570	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g70500	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g02720	mips_01_05_01_01_01	"putative pectate lyase"
	at_At2g15450	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_30_01
	at_At2g15470	mips_01_05_01_01	"putative polygalacturonase"
			mips_01_05_01_01_01
	at_At2g21610	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At2g23900	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_01_20_99
	at_At2g47280	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g06770	mips_01_05_01_01_01	"unknown protein"
			mips_01_20_99
			mips_30_01
	at_At3g07010	mips_01_05_01_01_01	"putative pectate lyase"
	at_At3g07820	mips_01_05_01_01_01	"polygalacturonase (PGA3)"
	at_At3g07840	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g16850	mips_01_05_01_01_01	"polygalacturonase like protein"
			mips_01_20_99
			mips_30_01
	at_At3g24230	mips_01_05_01_01_01	"pectate lyase, putative"
	at_At3g26610	mips_01_05_01_01_01	"polygalacturonase, putative"
			mips_30_01
	at_At3g29090	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_At3g42950	mips_01_05_01	"polygalacturonase -like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
			mips_30_01
	at_At3g48950	mips_01_05_01_01_01	"endo-polygalacturonase - like protein"
			mips_01_20_99
			mips_30_01
	at_At3g53190	mips_01_05_01_01_01	"pectate lyase -like protein"
	at_At4g01890	mips_01_05_01	"putative polygalacturonidase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At4g18180	mips_01_05_01_01_01	"polygalacturonase-like protein"
			mips_30_01
	at_At4g22090	mips_01_05_01_01	"pectate lyase like protein"
			mips_01_05_01_01_01
	at_At4g23500	mips_01_05_01_01_01	"putative protein"
			mips_01_20_99
	at_At5g15110	mips_01_05_01_01_01	"pectate lyase -like protein"
	at_At5g41870	mips_01_05_01	"polygalacturonase-like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
	at_At5g44830	mips_01_05_01_01	"polygalacturonase-like protein"
			mips_01_05_01_01_01
	at_At5g44840	mips_01_05_01_01_01	"polygalacturonase"
	at_At5g63180	mips_01_05_01_01_01	"pectate lyase"
	Training Accuracy: 41/41 (100.00%)
	Training Frequency class 'mips_01_05_01_01': 349/2913 (11.98%)

	Evaluation on validation data (1468 items):
	at_At1g05660	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g48100	mips_01_05_01_01_01	"polygalacturonase PG1, putative"
	at_At1g78400	mips_01_05_01_01_01	"similar to exopolygalacturonase precursor sp|Q00293|PGLX_ASPTU"
			mips_30_01
	at_At1g80170	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g15460	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_30_01
	at_At2g40310	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g43860	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At2g43890	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g14040	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At4g23820	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
			mips_30_01
	at_At4g32370	mips_01_05_01_01_01	"putative protein"
	at_At4g33220	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At4g33440	mips_01_05	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_99
			mips_30
			mips_30_01
	at_At5g04310	mips_01_05_01_01_01	"pectate lyase-like protein"
			mips_30_01
	at_At5g09280	mips_01_05_01_01_01	"major pollen allergen-like protein"
	at_At5g14650	mips_01_05_01_01	"polygalacturonase - like protein"
			mips_01_05_01_01_01
	at_At5g55720	mips_01_05_01_01_01	"pectate lyase"
			mips_30_01
	Validation Accuracy: 17/17 (100.00%)
	Validation Frequency class 'mips_01_05_01_01': 154/1468 (10.49%)

	Evaluation on propertest data (2441 items):
	at_At1g14420	mips_01_05_01_01	"hypothetical protein"
	at_At1g56710	mips_01_05_01	"polygalacturonase, putative"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g60590	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g80140	mips_01_05_01_01_01	""
	at_At2g26620	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g43880	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g07830	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g07850	mips_01_05	"exopolygalacturonase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
	at_At3g07970	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g15720	mips_01_05_01_01_01	"polygalacturonase - like predicted GPI-anchored protein"
	at_At3g24670	mips_01_05_01_01_01	"pectate lyase, putative"
	at_At3g55140	mips_01_05_01_01_01	"pectate lyase -like protein"
	at_At3g57790	mips_01_05_01_01_01	"putative protein"
			mips_30_01
	at_At3g59850	mips_01_05	"polygalacturonase-like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
	at_At4g13210	mips_01_05_01_01_01	"pectate lyase like protein"
	at_At4g13710	mips_01_05	"putative pectate lyase A11"
			mips_01_05_01_01
			mips_30
	at_At4g13760	mips_01_05	"putative polygalacturonase"
			mips_01_05_01_01
			mips_30
	at_At5g17200	mips_01_05_01_01	"polygalacturonase-like protein"
	at_At5g39910	mips_01_05_01_01_01	"polygalacturonase-like protein"
	at_At5g48900	mips_01_05_01_01_01	"pectate lyase"
	Propertest Accuracy: 20/20 (100.00%)
	Propertest Frequency class 'mips_01_05_01_01': 241/2441 (9.87%)

	New (unknown) data (1468 items):
	at_At1g02790 -	no entry	null
	at_At1g05310 -	mips_01_05_99	"putative pectin methylesterase"
			mips_01_20_01
			mips_40_01
	at_At1g67750 -	no entry	null
	at_At1g69940 -	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At2g19150 -	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g36700 -	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g36710 -	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At3g09540 -	no entry	null
	at_At3g17060 -	mips_01_05_99	"pectinesterase, putative"
			mips_40_01
	at_At3g24130 -	mips_01_05_99	"pectinesterase, putative"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g27400 -	no entry	null
	at_At3g54920 -	no entry	null
	at_At3g57510 -	no entry	null
	at_At3g61490 -	mips_01_20_99	"putative protein"
	at_At4g22080 -	no entry	null
	at_At4g24780 -	no entry	null
	at_At4g32380 -	mips_01_05_99	"putative protein"
	at_At4g35670 -	no entry	null
	at_At5g07410 -	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_01_20_01
			mips_40_01
	at_At5g07420 -	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_40_01
	at_At5g07430 -	mips_01_05_99	"pectin methyl-esterase-like protein"
			mips_30_01
			mips_40_01
	at_At5g18990 -	mips_01_05_99	"pectin methyl esterase -like protein"
			mips_01_20_01
			mips_40_01
	at_At5g19730 -	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At5g27530 -	no entry	null
	at_At5g47500 -	mips_01_05_99	"pectin methylesterase-like"
			mips_30_01
			mips_40_01
	at_At5g48140 -	no entry	null
	at_At5g55590 -	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_40_01
	at_At5g61680 -	mips_01_05_99	"pectin methyl-esterase - like protein"
			mips_40_01


------------------
Rule 259
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),c_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_5,c,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
	ss(_1,_3,b,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
	scop_c.69 <= 5.3e-09
	seq_cm1_ratio <= 0.106
	->  class mips_01_05_01_01 "C-compound, carbohydrate catabolism"

	Evaluation on training data (2913 items):
	at_At1g64670	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g77420	mips_01_05_01_01_09	"putative lipase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At2g14260	mips_01_05_01_01_09	"proline iminopeptidase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g19550	mips_01	"putative esterase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_04
			mips_11
			mips_11_07
			mips_13
			mips_13_11
			mips_99
	at_At2g23550	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23560	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g23580	mips_01_05_01_01	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_99
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At2g23610	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g36290	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At3g23540	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_04
	at_At3g24420	mips_01_02	"unknown protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g29770	mips_01_02	"alpha/beta hydrolase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g44520	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At3g47590	mips_01_05_01_01_01	"putative protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g51000	mips_01_05_01_01_09	"epoxide hydrolase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g52570	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g55190	mips_01_02	"lipase -like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At4g10030	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g10050	mips_01_05_01_01	"lipase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_02_11_05
			mips_06_07_99
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At4g14290	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
	at_At4g15960	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g24140	mips_01_05	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_04
			mips_01_25
			mips_01_25_07
			mips_47_03_11
			mips_47_03_11_03
			mips_63_09
	at_At4g36610	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_07
			mips_06_13
			mips_11_01
	at_At4g37140	mips_01_02	"putative protein (partial)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At4g37150	mips_01_02	"hydroxynitrile lyase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At5g02970	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At5g09430	mips_01_02	"putative hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g10300	mips_01_02	"alpha-hydroxynitrile lyase-like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At5g13800	mips_01_05_01_01_09	"putative protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At5g19850	mips_01_05	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03
			mips_03_03_01
			mips_03_03_01_02
			mips_06
			mips_06_07_03
			mips_13
			mips_13_11
			mips_14_04
			mips_40_10
			mips_40_19
	at_At5g38520	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g41900	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_07
			mips_40_19
	Training Accuracy: 32/32 (100.00%)
	Training Frequency class 'mips_01_05_01_01': 349/2913 (11.98%)

	Evaluation on validation data (1468 items):
	at_At1g13610	mips_02	"hypothetical protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
	at_At1g13820	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_At1g29840	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_01
			mips_45
			mips_45_03
			mips_45_03_09
			mips_45_03_19
			mips_47_03_21
			mips_47_03_21_01
			mips_63_05
	at_At1g72620	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
	at_At1g74300	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g26750	mips_01_02	"putative epoxide hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
			mips_40_19
	at_At2g45600	mips_01_05_01	"unknown protein"
			mips_01_05_01_01
			mips_11_07
			mips_11_07_09
			mips_11_10
			mips_11_10_09
			mips_13_03
			mips_13_03_01
			mips_13_03_05
			mips_40_07
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_05
	at_At3g09690	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_At3g10840	mips_01_02	"putative alpha/beta hydrolase"
			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_04
			mips_01_25
			mips_01_25_07
			mips_11_07
			mips_40_19
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_03
			mips_63_09
	at_At3g50440	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At3g54240	mips_01_02	"putative protein (fragment)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g09900	mips_01_02	"putative host response protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At4g12830	mips_01_05	"hydrolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_40_19
	at_At4g37470	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g14390 -	mips_14_04_03_01	"putative protein"
	at_At5g14980	mips_01_02	"lysophospholipase -like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g16120	mips_01_05_01_01_09	"lipase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g17780	mips_01_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_11_07
			mips_40_19
	at_At5g38220 -	mips_14_04_03	"putative protein"
			mips_14_04_03_01
	at_At5g38360	mips_01_02	"similar to unknown protein (pir||T03994)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g39220	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_06_07
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_At5g58310	mips_01_02	"polyneuridine aldehyde esterase-like; also similar to alpha-hydroxynitrile lyase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11_05
			mips_11_05_03
			mips_40_19
	Validation Accuracy: 20/22 (90.91%)
	Validation Frequency class 'mips_01_05_01_01': 154/1468 (10.49%)

	Evaluation on propertest data (2441 items):
	at_At1g17430	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_40_19
	at_At1g52750	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	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_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_At1g78210	mips_01_02	"unknown protein (At1g78210)"
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_11_05
			mips_06_13
			mips_11_07_01
			mips_40_19
	at_At2g15230 -	mips_01_06_04	"putative lysosomal acid lipase"
			mips_01_25
			mips_01_25_07
			mips_40_25
			mips_47_03_11
			mips_47_03_11_03
			mips_63_09
	at_At2g23590	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23600	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_06_07
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At2g23620	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g26740	mips_01_02	"epoxide hydrolase (ATsEH)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g10870	mips_01_05	"putative alpha-hydroxynitrile lyase"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_10_01_01
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At3g30380 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g16690	mips_01	"cyanohydrin lyase like protein"
			mips_01_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20
			mips_01_20_99
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_40_19
	at_At4g24160	mips_01_02	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_40_19
	at_At4g24760 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At4g36530	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_At5g17720	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At5g22460	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_06_13
			mips_40_19
	at_At5g22860 -	mips_06	"prolylcarboxypeptidase-like protein"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_40
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_98
			mips_99
	at_At5g62180 -	mips_11_07_09	"putative protein"
			mips_11_10
			mips_11_10_09
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_05
			mips_47_03_11_07
	Propertest Accuracy: 15/20 (75.00%)
	Propertest Frequency class 'mips_01_05_01_01': 241/2441 (9.87%)

	New (unknown) data (1468 items):
	at_At1g06800 -	no entry	null
	at_At1g08310 -	no entry	null
	at_At1g10040 -	mips_01_06_04	"unknown protein"
	at_At1g11090 -	mips_01_06_04	"lysophospholipase isolog"
			mips_02_25
	at_At1g18360 -	mips_01_06_04	"lysophospholipase homolog, putative (At1g18360)"
			mips_02_25
	at_At1g19190 -	mips_01_06_04	"hypothetical protein"
			mips_11_10
			mips_11_10_09
	at_At1g26120 -	mips_01	"unknown protein (At1g26120)"
			mips_01_06
			mips_01_25
			mips_01_25_07
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_13_03_05
			mips_13_07
			mips_20
			mips_40_27
			mips_40_27_99
			mips_63
			mips_63_01
			mips_98
	at_At1g34340 -	no entry	null
	at_At1g47480 -	mips_01_06_04	"unknown protein"
			mips_01_06_07
			mips_11_10
			mips_11_10_09
	at_At1g49640 -	mips_01_06_04	"hypothetical protein"
	at_At1g49650 -	mips_01_06	"unknown protein"
			mips_01_06_04
	at_At1g49660 -	no entry	null
	at_At1g52700 -	no entry	null
	at_At1g54570 -	no entry	null
	at_At1g54990 -	no entry	null
	at_At1g68620 -	mips_01_06_04	"putative carboxylesterase"
			mips_01_06_07
	at_At1g73480 -	mips_01_06_04	"putative lysophospholipase (At1g73480)"
			mips_02_25
	at_At1g74290 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g03550 -	mips_01_06_04	"putative esterase"
			mips_11_10
			mips_11_10_09
	at_At2g18360 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g30550 -	no entry	null
	at_At2g31690 -	no entry	null
	at_At2g39410 -	mips_01_06_04	"putative phospholipase"
			mips_02_25
	at_At2g39420 -	mips_01_06_04	"phospholipase like protein"
			mips_02_25
	at_At2g44810 -	no entry	null
	at_At2g45610 -	mips_01_06_04	"unknown protein"
			mips_11_10
			mips_11_10_09
	at_At2g47630 -	mips_01	"putative phospholipase"
			mips_02
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11
			mips_11_01
			mips_13
			mips_13_11
	at_At3g26820 -	no entry	null
	at_At3g26840 -	no entry	null
	at_At3g50790 -	no entry	null
	at_At3g63010 -	mips_01_06_04	"putative protein"
			mips_11_10
			mips_11_10_09
	at_At4g22300 -	mips_01_06_07	"putative protein"
			mips_01_06_10
			mips_48
	at_At4g25770 -	mips_01_06_04	"putative protein"
	at_At4g31020 -	mips_01_06	"putative protein"
			mips_01_06_04
			mips_11_01
			mips_13_11
	at_At5g11650 -	mips_02	"lysophospholipase - like protein"
			mips_01_05_01
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11_01
			mips_13_11
	at_At5g15860 -	mips_01_25	"Carboxylesterase-like protein"
			mips_01_25_07
			mips_13_07
			mips_13_11
	at_At5g16080 -	mips_01_06_04	"unknown protein"
			mips_01_06_07
			mips_11_10
			mips_11_10_09
	at_At5g19050 -	no entry	null
	at_At5g19290 -	mips_01_06_04	"phospholipase - like protein"
			mips_02_25
	at_At5g19630 -	no entry	null
	at_At5g23530 -	mips_01_06_04	"unknown protein"
			mips_01_06_07
	at_At5g43860 -	no entry	null
	at_At5g49950 -	no entry	null
	at_At5g51180 -	mips_01_06_04	"unknown protein"
	at_At5g53050 -	no entry	null


------------------
Rule 248
	scop_b.82 <= 0.0039
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	seq_dc2_ratio > 0.45
	->  class mips_01_05_01_01 "C-compound, carbohydrate catabolism"

	Evaluation on training data (2913 items):
	at_At1g10460	mips_01_05_01_01_03	"germin-like protein (GLP7)"
			mips_02_13
	at_At1g18970	mips_01_05_01_01_03	"germin-like protein (GLP4)"
			mips_02_13
	at_At1g67070	mips_01_05_01_01_01	"phosphomannose isomerase (din9)"
	at_At1g72610	mips_01_05_01_01	"germin-like protein"
			mips_01_05_01_01_03
	at_At5g38930	mips_01_05_01	"germin - like protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_30_01
	at_At5g38950	mips_01_05_01_01_03	"germin - like protein"
	at_At5g39100	mips_01_05_01_01_03	"germin-like protein (GLP6)"
			mips_02_13
			mips_30_01
	at_At5g39110	mips_01_05_01_01_03	"germin -like protein"
			mips_02_13
	at_At5g39150	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
	at_At5g61750	mips_01_05	"germin-like protein - like"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_05
			mips_30
	Training Accuracy: 10/10 (100.00%)
	Training Frequency class 'mips_01_05_01_01': 349/2913 (11.98%)

	Evaluation on validation data (1468 items):
	at_At1g09560	mips_02	"germin-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_01
			mips_11_05
			mips_30_01
	at_At1g18980	mips_01_05_01_01	"unknown protein"
			mips_01_05_01_01_03
			mips_02_13
	at_At3g62020	mips_01_05_01_01_03	"germin-like protein (GLP10)"
			mips_02_13
	at_At5g39120	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
			mips_30_01
	at_At5g39130	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
	Validation Accuracy: 5/5 (100.00%)
	Validation Frequency class 'mips_01_05_01_01': 154/1468 (10.49%)

	Evaluation on propertest data (2441 items):
	at_At2g26400 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_04
	at_At4g14630	mips_02	"germin precursor oxalate oxidase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
	at_At5g26700	mips_01	"nectarin - like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
			mips_98
	at_At5g38910	mips_02	"germin - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11
			mips_11_01
			mips_11_05
			mips_30
			mips_30_01
	at_At5g38940	mips_01_05_01_01_03	"germin - like protein"
			mips_30_01
	at_At5g38960	mips_01_05_01_01_03	"germin - like protein"
			mips_02_13
			mips_30_01
	at_At5g39190	mips_02	"germin-like protein (GLP2a) copy2"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_02_13
			mips_11_01
			mips_11_05
			mips_30_01
	at_At5g43850 -	mips_01_01_01_07	"putative protein"
			mips_01_01_01_07_04
	Propertest Accuracy: 6/8 (75.00%)
	Propertest Frequency class 'mips_01_05_01_01': 241/2441 (9.87%)

	New (unknown) data (1468 items):
	at_At1g02880 -	mips_01_07	"hypothetical protein"
	at_At2g44750 -	mips_01_07	"putative thiamin pyrophosphokinase"
			mips_01_07_01


------------------
Rule 466
	ss(_1,_3,a,_2),alpha_dist(_1,45.54-101.0),c_len(_2,1.0-3.0),a_len(_3,15.0-30.0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03) = 0
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transcription_regulation),db_ref(_2,hssp) = 0
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,zinc),db_ref(_2,prosite) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,mollicutes),keyword(_2,hypothetical_protein) = 0
	eval(_1,_2,9.0e-25-8.0e-10),sq_len(_2,15.0-349.0),keyword(_2,multigene_family) = 1
	eval(_1,_2,0.0-9.0e-25),keyword(_2,multigene_family),db_ref(_2,flybase) = 0
	scop_c.87 > 1.6e-23
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transmembrane),desc(_2,precursor) = 0
	eval(_1,_2,9.0e-25-8.0e-10),keyword(_2,transmembrane),db_ref(_2,tigrfams) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,viridiplantae),db_ref(_2,smart) = 0
	eval(_1,_2,9.0e-25-8.0e-10),classification(_2,rodentia),desc(_2,subunit) = 0
	eval(_1,_2,0.0-9.0e-25),keyword(_2,transmembrane),desc(_2,precursor) = 0
	eval(_1,_2,0.0-9.0e-25),classification(_2,rodentia),keyword(_2,signal) = 0
	->  class mips_01_05_01_01 "C-compound, carbohydrate catabolism"

	Evaluation on training data (2913 items):
	at_At1g01090	mips_01	"pyruvate dehydrogenase E1 alpha subunit"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_06
			mips_06_10
			mips_40
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63
			mips_63_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67
			mips_67_15
	at_At1g03630	mips_01_01	"protochlorophyllide reductase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_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_At1g09340	mips_01_05_01_01_01	"putative RNA-binding protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g12780 -	mips_01_05_01_03	"uridine diphosphate glucose epimerase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g24470	mips_01_01_01_11	"putative b-keto acyl reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g25460	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g30620	mips_01_03	"UDP-galactose 4-epimerase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
	at_At1g32100	mips_01_05_01_01_01	"pinoresinol-lariciresinol reductase like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g36580	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g47290	mips_01	"3-beta-hydroxysteroid dehydrogenase, putative"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_40_03
			mips_40_07
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_05
	at_At1g54870	mips_01	"putative protein (At1g54870)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_16
	at_At1g59900	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_16
	at_At1g62610	mips_01_01	"similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g63180	mips_01_03	"uridine diphosphate glucose epimerase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g63380	mips_01_01_01_11	"reductase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At1g64440	mips_01_03	"UDP-galactose 4-epimerase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g71695 -	mips_01_20_35	"peroxidase ATP4a"
			mips_01_20_35_01
	at_At1g73250	mips_01_05_01_01_01	"GDP-4-keto-6-deoxy-D-mannose-3,5-epimerase-4-reductase (GER1)"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g75280	mips_01_03	"putative NADPH oxidoreductase"
			mips_01_05_01_01_01
			mips_01_05_99
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
	at_At1g80820	mips_01_03	"cinnamoyl CoA reductase like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g02400	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g20360 -	mips_01_06_01_07	"putative NADH-ubiquinone oxireductase"
			mips_01_06_01_07_11
			mips_02_11_05
			mips_30_16
	at_At2g21280	mips_01_03	"unknown protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_03_03_03
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_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_At2g29300	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29310	mips_01_01_10_05	"putative tropinone reductase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At2g29320	mips_01_01_01_11	"tropinone reductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At2g29360	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
			mips_67_15
	at_At2g33600	mips_01_03	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g34460 -	mips_01_05_01_03_01	"unknown protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g37540	mips_01_01_01_11	"putative oxidoreductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At2g43420	mips_01_05_01_01_01	"putative sterol dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At2g47120	mips_01_01_01_11	"putative alcohol dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At2g47130	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At2g47140	mips_01_01_01	"alcohol dehydrogenase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g47150	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At3g12800	mips_01_01_10_05	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g14790 -	mips_01_05_01_03_01	"dTDP-glucose 4,6-dehydratase, putative"
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g23820	mips_01_05_01_01_01	"NAD dependent epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At3g26770	mips_01_01_01_11	"short chain alcohol dehydrogenase like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g46440	mips_01_05_01_01_01	"dTDP-glucose 4-6-dehydratases-like protein"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At3g47350	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g47360	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At3g51160 -	mips_01_05_01_03_02	"GDP-D-mannose-4,6-dehydratase (MUR1)"
			mips_01_05_99
			mips_02_01
	at_At3g51680	mips_01_01_01_11	"short-chain alcohol dehydrogenase-like protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g55590 -	mips_01_05_01_03_02	"mannose-1-phosphate guanylyltransferase-like protein"
			mips_01_07_01
			mips_02_19
	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_At4g00110	mips_01_05_01_01_01	"putative nucleotide sugar epimerase"
			mips_01_05_99
			mips_02_01
	at_At4g00560	mips_01_05_01_01_01	"putative dTDP-6-deoxy-L-mannose-dehydrogenase"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g09750	mips_01_05_01_01_09	"putative protein"
			mips_01_05_01_01_11
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g10020	mips_01_01	"putative oxidoreductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g13180	mips_01_01_10_05	"short-chain alcohol dehydrogenase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
	at_At4g13250	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At4g17690 -	mips_01_20_35	"peroxidase like protein"
			mips_01_20_35_01
			mips_11_07
	at_At4g20460	mips_01_05_01_01_01	"UDP-glucose 4-epimerase - like protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g23420	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_67_15
	at_At4g23920	mips_01_03	"UDPglucose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_01
			mips_30_01
	at_At4g26390	mips_02	"pyruvate kinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_40_03
	at_At4g30470	mips_01_05_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_10_03
	at_At4g33030	mips_01_05_01_01	"sulfolipid biosynthesis protein SQD1"
			mips_01_05_01_01_01
			mips_01_06_99
			mips_02_01
			mips_06_13_04
			mips_30_02
	at_At4g33360 -	mips_01_06_01	"putative dihydrokaempferol 4-reductase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_40_07
			mips_40_10_03
	at_At4g34540	mips_01_03	"isoflavone reductase - like protein"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At4g35420	mips_01_05_01_01_01	"putative protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_40_10_03
	at_At4g39230	mips_01_05_01_01_01	"NAD(P)H oxidoreductase, isoflavone reductase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_01
			mips_11_99
	at_At5g02540	mips_01_01_01_11	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_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_At5g14700	mips_01_01_01_11	"cinnamoyl CoA reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_02
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At5g18210	mips_01_01	"Brn1-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At5g19440	mips_01_03	"cinnamyl-alcohol dehydrogenase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g28840	mips_01_05_01_01	"GDP-mannose 3,5-epimerase"
			mips_01_05_01_01_01
			mips_02_01
			mips_40_10_03
	at_At5g38950	mips_01_05_01_01_03	"germin - like protein"
	at_At5g47000 -	mips_01_20_35	"peroxidase"
			mips_01_20_35_01
	at_At5g50130	mips_01_01	"ribitol dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_01
			mips_14_01_01
			mips_67_15
	at_At5g50600	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50690	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50770	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51030	mips_01_01_01_11	"carbonyl reductase-like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At5g56350	mips_02	"pyruvate kinase"
			mips_01_05_01_01
			mips_02_01
	at_At5g59290	mips_01_03	"dTDP-glucose 4-6-dehydratase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g65750	mips_01_05	"2-oxoglutarate dehydrogenase, E1 component"
			mips_01_05_01_01
			mips_02_10
			mips_14_04
			mips_25_05
	Training Accuracy: 75/85 (88.24%)
	Training Frequency class 'mips_01_05_01_01': 349/2913 (11.98%)

	Evaluation on validation data (1468 items):
	at_At1g02000	mips_01_05_01_01_01	"nucleotide sugar epimerase, putative"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At1g08200	mips_01_05_01_01_01	"unknown protein"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g15950 -	mips_01_05_01_03_01	"unknown protein"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g19580 -	mips_01_02	"unknown protein"
			mips_01_20_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_07
			mips_63_06
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At1g24360	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g52340	mips_01_01_01_11	"short chain alcohol dehydrogenase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g53500 -	mips_01_03	"dTDP-D-glucose 4,6-dehydratase, putative"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g63000 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_40_10_03
	at_At1g75290	mips_01_03	"NADPH oxidoreductase, putative"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At1g75300	mips_01_03	"NADPH oxidoreductase, putative"
			mips_01_05_01_01_01
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_11_99
			mips_30_01
	at_At2g24190 -	mips_01_20_05	"putative carbonyl reductase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At2g26260	mips_01_05_01_01_01	"3-beta-hydroxysteroid dehydrogenase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_47_03_15
			mips_47_03_15_05
	at_At2g28760	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g29340	mips_01_01_10_05	"tropinone reductase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
			mips_67_15
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g33630	mips_01_05	"putative steroid dehydrogenase"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At2g34850	mips_01_03	"putative UDP-galactose-4-epimerase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g39770 -	mips_01_05_01_03_02	"GDP-mannose pyrophosphorylase"
			mips_02_19
	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_At3g11050 -	mips_11_01_01	"putative ferritin subunit precursor"
			mips_11_07
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01
			mips_14_01_03
			mips_14_01_03_01
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_09
			mips_65
			mips_67_04
	at_At3g12290 -	mips_01_01_01	"unknown protein"
			mips_01_01_01_07
			mips_01_01_01_11_15
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_05
			mips_01_07
			mips_04_03
			mips_04_03_06
			mips_63_19
	at_At3g26760	mips_01_01	"putative short chain alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g29250	mips_01_01	"short-chain alcohol dehydrogenase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g44540 -	mips_01_01_01	"acyl CoA reductase - protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g44560 -	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06
			mips_01_06_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
	at_At3g55310	mips_01_01_01_11	"beta-ketoacyl-ACP reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At3g55810	mips_02	"pyruvate kinase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
	at_At4g03140	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g10960	mips_01_03	"UDP-galactose 4-epimerase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_02_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At4g11410	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_01
			mips_14_01_01
			mips_14_05
			mips_67_15
	at_At4g12250	mips_01_03	"nucleotide sugar epimerase -like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g15560 -	mips_01_06_01_07	"DEF (CLA1) protein"
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At4g20760	mips_01_01	"cell-cell signaling protein csgA - like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At4g23430	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_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_At4g28940 -	mips_01_01_01	"putative protein"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_03_01
			mips_65
	at_At4g32320 -	mips_01_01_99	"L-ascorbate peroxidase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_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_At5g02240	mips_01_05_01_01_01	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
	at_At5g04900	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g06060	mips_01_01_10_05	"short chain alcohol dehydrogenase-like"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g19200	mips_01_01_01_11	"FVT1 - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_27
	at_At5g42800	mips_01_05_01_01_01	"dihydroflavonol 4-reductase"
			mips_01_05_01_03_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g50700	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g53090	mips_01_01_01	"protochlorophyllide reductase; oxidoreductase required for shoot apex development"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	Validation Accuracy: 31/45 (68.89%)
	Validation Frequency class 'mips_01_05_01_01': 154/1468 (10.49%)

	Evaluation on propertest data (2441 items):
	at_At1g01800 -	mips_01_20_05	"putative short-chain dehydrogenase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At1g09480	mips_01_05_01_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09490 -	mips_01_05_01_03_01	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03_02
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09500	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_30_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g09510 -	mips_01_03	"putative cinnamyl alcohol dehydrogenase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_99
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g10310	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g21400 -	mips_01_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At1g32220	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	at_At1g50450 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_35
			mips_01_20_35_01
			mips_30_34
	at_At1g53240 -	mips_02_01	"similar to mitochondrial NAD-dependent malate dehydrogenase"
			mips_02_16
			mips_02_16_03
			mips_40_26
			mips_40_26_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_15
			mips_47_03_15_07
			mips_63_99
	at_At1g61720	mips_01	"putative protein"
			mips_01_03
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_30
			mips_30_01
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g64590	mips_01_01_10_05	"oxidoreductase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At1g66800	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_05
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_04
			mips_04_05_01_04
			mips_30
			mips_40
			mips_40_10
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
			mips_98
	at_At1g67730	mips_01_01_01_11	"b-keto acyl reductase (glossy8)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g68540	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g76470 -	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g78570	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g04650 -	mips_02	"putative GDP-mannose pyrophosphorylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_30
			mips_30_01
			mips_40_03
	at_At2g05990	mips_01_01_01	"enoyl-ACP reductase (ENR1)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At2g07640	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g16570 -	mips_01_01_01_01	"amidophosphoribosyltransferase"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
			mips_14_04
			mips_63_19
	at_At2g23910 -	mips_01_05_01_03_02	"cinnamoyl CoA reductase like protein"
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
	at_At2g27860	mips_01_05_01_01_01	"putative dTDP-glucose 4-6-dehydratase"
			mips_01_05_01_03_01
			mips_02_01
			mips_40_10_03
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29330	mips_01	"putative tropinone reductase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
			mips_98
	at_At2g29350	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_19
			mips_67_15
	at_At2g30670	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_03
			mips_40_19
			mips_67
			mips_67_15
	at_At2g33590 -	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g37660	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_30_01
	at_At2g45290 -	mips_01_06_01_07	"putative transketolase precursor"
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At2g47650	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At3g06930 -	mips_04_05_01_04_99	"putative arginine methyltransferase"
			mips_06_07_09
			mips_06_07_99
			mips_10_01_99
			mips_11_01_99
			mips_14_01_01
			mips_30_10_03
			mips_48
			mips_62_01_01
			mips_62_01_07
	at_At3g11980 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g21500 -	mips_01_05	"1-D-deoxyxylulose 5-phosphate synthase, putative"
			mips_01_06_01_07
			mips_02_07
			mips_02_19
			mips_02_30
			mips_25_05
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At3g29260	mips_01_01_10_05	"short-chain alcohol dehydrogenase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g42960	mips_01_01_01_11	"alcohol dehydrogenase (ATA1)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At3g44550 -	mips_01_01	"acyl CoA reductase -like protein"
			mips_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_06_01
	at_At3g49160	mips_02	"pyruvate kinase -like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At3g50560	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_19
			mips_67
			mips_67_15
	at_At3g53520	mips_01_05_01_01	"UDP-glucuronic acid decarboxylase (UXS1)"
			mips_01_05_99
	at_At3g55410	mips_01_05_01_01_01	"2-oxoglutarate dehydrogenase, E1 subunit - like protein"
			mips_02_10
	at_At3g55650	mips_01_05	"pyruvate kinase - like protein"
			mips_01_05_01_01
			mips_02_01
	at_At3g56700 -	mips_01_06_01_05	"putative protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At3g61220 -	mips_01_20_05	"putative protein"
			mips_01_20_05_09
			mips_11_07_07
	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_At4g00600 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At4g12600 -	mips_04_05_05_01	"Ribosomal protein L7Ae -like"
			mips_40_10_07
	at_At4g13660 -	mips_01_20_35	"isoflavone reductase-like protein"
			mips_01_20_35_01
			mips_11_99
	at_At4g22380 -	mips_04_05_05_01	"Ribosomal protein L7Ae - like (fragment)"
			mips_40_10_07
	at_At4g24050	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g27250 -	mips_01_05_01_03_02	"putative protein"
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
	at_At4g27760	mips_01_01_01_11	"forever young gene (FEY) (fragment)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
	at_At4g30440	mips_01_05_01_01_01	"nucleotide sugar epimerase-like protein"
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
	at_At4g30570 -	mips_01_05_01_03	"GDP-mannose pyrophosphorylase like protein"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_05_04
			mips_30_01
	at_At4g34740 -	mips_01_01_01_01	"amidophosphoribosyltransferase 2 precursor"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
	at_At4g35250	mips_01_05_01_01_01	"putative protein"
			mips_02_01
			mips_40_26
			mips_40_26_03
	at_At4g38880 -	mips_01_01_01_01	"amidophosphoribosyltransferase - like protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03_01
			mips_01_03_01_03
	at_At5g01230 -	mips_03	"cell division - like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_03
			mips_03_99
			mips_04
			mips_04_01
			mips_04_01_04
			mips_05_99
			mips_40_10
			mips_40_10_07
			mips_98
	at_At5g08190 -	mips_04_05_01_01	"DR1-like protein"
			mips_04_05_01_04_03
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g08570	mips_02	"pyruvate kinase"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
	at_At5g09300 -	mips_01_01	"branched-chain alpha keto-acid dehydrogenase E1 alpha subunit-like protein"
			mips_01_01_01
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_11
			mips_63_21_13
			mips_67_15
	at_At5g10730 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_47_03_15
			mips_47_03_15_05
	at_At5g11380 -	mips_02	"1-D-deoxyxylulose 5-phosphate synthase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_30
			mips_30_01
			mips_40_03
			mips_63_17
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At5g15940	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_19
	at_At5g21060 -	mips_01_01_01	"homoserine dehydrogenase-like protein"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_04
	at_At5g22420 -	mips_01_06_01_05	"acyl CoA reductase-like protein"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g22500 -	mips_01_06_01_05	"male sterility 2-like protein (emb|CAA68191.1)"
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_25
			mips_63_13
			mips_63_13_03
			mips_63_21
			mips_63_21_99
	at_At5g34780	mips_01_01_01	"3-methyl-2-oxobutanoate dehydrogenase-like protein"
			mips_02
			mips_01_05_01_01
			mips_01_20
			mips_01_20_03
			mips_02_08
			mips_40_16
	at_At5g44480	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_02_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g50590	mips_01_01	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At5g53100	mips_01_01_10_05	"protochlorophyllide reductase; oxidoreductase required for shoot apex development"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_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_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_At5g61830 -	mips_01_20_05	"carbonyl reductase - like protein"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At5g66280 -	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	Propertest Accuracy: 39/75 (52.00%)
	Propertest Frequency class 'mips_01_05_01_01': 241/2441 (9.87%)

	New (unknown) data (1468 items):
	at_At1g03020 -	mips_01_03_07	"putative glutaredoxin"
	at_At1g03850 -	mips_01_03_07	"unknown protein (At1g03850)"
	at_At1g04760 -	mips_08_07	"synaptobrevin 7B, putative"
			mips_40_08
			mips_40_09
	at_At1g06830 -	mips_01_03	"glutaredoxin like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At1g14550 -	mips_11_07	"peroxidase, putative"
	at_At1g15930 -	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_07
			mips_63_03_03
	at_At1g17890 -	mips_02_01	"GDP-L-fucose synthetase like protein"
	at_At1g19540 -	mips_02_01	"2'-hydroxyisoflavone reductase, putative"
			mips_11_99
	at_At1g19550 -	mips_20	"GSH-dependent dehydroascorbate reductase 1, putative"
			mips_40_04
			mips_40_10_05
			mips_62
			mips_62_02
			mips_62_02_07
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At1g23910 -	no entry	null
	at_At1g24110 -	no entry	null
	at_At1g24180 -	mips_01_20_03	"pyruvate dehydrogenase E1 alpha subunit"
			mips_02_08
	at_At1g26850 -	no entry	null
	at_At1g28480 -	mips_01_03_07	"putative protein"
	at_At1g30870 -	no entry	null
	at_At1g32440 -	mips_02_01	"putative pyruvate kinase, plastid isozyme (At1g32440)"
	at_At1g34330 -	no entry	null
	at_At1g36240 -	no entry	null
	at_At1g74800 -	no entry	null
	at_At1g77370 -	mips_01_03	"putative protein"
			mips_01_03_07
			mips_02_11
			mips_11
			mips_11_01
			mips_67
			mips_67_15
	at_At1g80800 -	mips_05_01	"ribosomal protein, putative"
			mips_05_01_01
			mips_40_07
			mips_63_03_03
	at_At2g03480 -	no entry	null
	at_At2g18660 -	mips_11_05	"unknown protein"
			mips_11_05_05
			mips_11_10
			mips_11_10_07
			mips_29
			mips_29_99
			mips_30_01
			mips_40_01
	at_At2g18980 -	no entry	null
	at_At2g19080 -	mips_08_04	"unknown protein"
			mips_30_16
			mips_67_11
	at_At2g20270 -	mips_01_03_07	"putative glutaredoxin"
	at_At2g24800 -	no entry	null
	at_At2g25340 -	mips_06_04	"putative synaptobrevin"
			mips_14_04
			mips_25_05
			mips_40_09
			mips_67
	at_At2g30540 -	mips_01_03_07	"putative glutaredoxin"
	at_At2g32060 -	mips_05	"40S ribosomal protein S12"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_07
			mips_63
			mips_63_03
			mips_63_03_03
	at_At2g33110 -	mips_08_07	"synaptobrevin like protein"
			mips_40_08
			mips_40_09
	at_At2g33120 -	mips_08_07	"putative synaptobrevin"
			mips_40_08
			mips_40_09
	at_At2g34060 -	no entry	null
	at_At2g36580 -	mips_02_01	"pyruvate kinase like protein"
	at_At2g37130 -	no entry	null
	at_At2g38270 -	mips_02_13	"unknown protein"
			mips_02_13_03
	at_At2g38870 -	mips_06_13	"protease inhibitor like protein"
	at_At2g38900 -	no entry	null
	at_At2g43200 -	no entry	null
	at_At2g45310 -	mips_01_05_99	"putative nucleotide sugar epimerase"
			mips_02_01
	at_At2g47870 -	mips_01_03	"putative glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At2g47880 -	mips_01_03	"putative glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At3g09640 -	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
	at_At3g10200 -	no entry	null
	at_At3g15660 -	mips_01_03_07	"unknown protein"
			mips_02_13
			mips_02_13_03
	at_At3g17070 -	mips_11	"peroxidase, putative"
			mips_11_05
			mips_11_07
	at_At3g18740 -	mips_05_01	"60S ribosomal protein, putative"
			mips_05_01_01
	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_At3g25960 -	mips_02_01	"putative pyruvate kinase"
	at_At3g49960 -	no entry	null
	at_At3g51210 -	no entry	null
	at_At3g52990 -	mips_02_01	"pyruvate kinase - like protein"
	at_At3g54300 -	mips_40_09	"synaptobrevin -like protein"
	at_At3g58830 -	no entry	null
	at_At3g61900 -	no entry	null
	at_At3g62930 -	mips_01_03_07	"glutaredoxin -like protein"
	at_At3g62950 -	mips_01_03_07	"glutaredoxin -like protein"
	at_At3g62960 -	mips_01_03	"glutaredoxin -like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g00740 -	no entry	null
	at_At4g00750 -	no entry	null
	at_At4g08770 -	no entry	null
	at_At4g15660 -	mips_01_03_07	"glutaredoxin"
	at_At4g15670 -	mips_01_03_07	"glutaredoxin"
	at_At4g15680 -	mips_01	"glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_67
			mips_67_15
			mips_98
	at_At4g15690 -	mips_01_03	"glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g15700 -	mips_01_03	"glutaredoxin homolog"
			mips_02
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g16030 -	mips_05_01	"probable ribosomal protein"
			mips_05_01_01
			mips_63_03_03
	at_At4g18810 -	no entry	null
	at_At4g21470 -	mips_01_07	"putative protein"
			mips_01_07_01
			mips_01_07_07
	at_At4g25980 -	no entry	null
	at_At4g27840 -	mips_40_09	"putative protein"
	at_At4g28730 -	mips_01_03_07	"putative protein"
	at_At4g30170 -	no entry	null
	at_At4g31530 -	no entry	null
	at_At4g31760 -	mips_11_07	"peroxidase - like protein"
	at_At4g33040 -	mips_01_02_99	"unknown protein"
			mips_01_03_07
	at_At4g33150 -	mips_01_01	"lysine-ketoglutarate reductase/saccharopine dehydrogenase (LKR/SDH)"
			mips_01_01_01
	at_At4g33420 -	no entry	null
	at_At4g33870 -	no entry	null
	at_At4g34840 -	no entry	null
	at_At4g35000 -	mips_01_01_99	"L-ascorbate peroxidase"
			mips_11_07_03
	at_At4g35970 -	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g37520 -	no entry	null
	at_At4g37530 -	no entry	null
	at_At4g39880 -	no entry	null
	at_At5g04070 -	no entry	null
	at_At5g06470 -	mips_01_03_07	"putative protein"
			mips_02_13
			mips_02_13_03
	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_At5g11930 -	mips_01_02	"glutaredoxin - like protein"
			mips_01_02_99
			mips_01_03_07
			mips_02_13
			mips_02_13_03
	at_At5g13810 -	mips_02	"unknown protein"
			mips_02_11
			mips_02_13
			mips_02_13_03
			mips_11
			mips_11_07
			mips_40
			mips_40_16
			mips_67
			mips_67_15
			mips_98
			mips_99
	at_At5g14070 -	mips_01_03	"glutaredoxin-like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
	at_At5g15910 -	no entry	null
	at_At5g17820 -	no entry	null
	at_At5g18600 -	mips_01_03_07	"glutaredoxin -like protein"
	at_At5g19890 -	no entry	null
	at_At5g20500 -	mips_01_03_07	"glutaredoxin"
	at_At5g22360 -	mips_08_07	"synaptobrevin-like protein"
			mips_40_08
			mips_40_09
	at_At5g22410 -	mips_11_07	"peroxidase ATP14a homolog"
			mips_11_07_99
	at_At5g27400 -	no entry	null
	at_At5g27820 -	mips_05_01	"putative protein"
			mips_05_01_01
			mips_63_03_03
	at_At5g39410 -	no entry	null
	at_At5g39580 -	mips_11	"peroxidase ATP24a"
			mips_11_05
			mips_11_07
			mips_98
	at_At5g40150 -	mips_11_05	"peroxidase ATP26a"
	at_At5g42180 -	mips_11_05	"peroxidase (emb|CAA66960.1)"
			mips_11_07
	at_At5g43570 -	no entry	null
	at_At5g43580 -	no entry	null
	at_At5g51890 -	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g52270 -	mips_08_07	"putative protein"
			mips_40_08
			mips_40_09
	at_At5g52920 -	mips_02_01	"pyruvate kinase"
	at_At5g52990 -	mips_08_07	"putative protein"
			mips_40_08
			mips_40_09
	at_At5g54400 -	no entry	null
	at_At5g55140 -	no entry	null
	at_At5g58060 -	mips_08_07_03	"ATGP1"
	at_At5g58400 -	no entry	null
	at_At5g63030 -	mips_01_03_07	"glutaredoxin-like protein"
	at_At5g64110 -	mips_11_07	"peroxidase ATP3a homolog"
			mips_11_07_99
	at_At5g64120 -	mips_11_07_99	"peroxidase (emb|CAA67551.1)"
	at_At5g65400 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_07
			mips_01_07_01
	at_At5g67400 -	no entry	null


------------------
Rule 255
	eval(_1,_2,0.0-9.0e-25),keyword(_2,glycoprotein),db_ref(_2,hssp) = 1
	scop_c.1.8 <= 0.016
	->  class mips_01_05_01_01 "C-compound, carbohydrate catabolism"

	Evaluation on training data (2913 items):
	at_At1g03310	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At1g05590	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
			mips_40_25
	at_At1g26560	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g33220	mips_01_05	"beta-1,3-glucanase, putative"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
			mips_25_03
			mips_30
			mips_98
	at_At1g51470	mips_01_05	"myrosinase precursor, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g52400	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g60090 -	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_At1g61810	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g61820	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g69830	mips_01_05_01_01_01	"putative alpha-amylase"
			mips_02_19
	at_At1g75940	mips_01_05_01_01_02	"ATA27"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g76130	mips_01_05_01_01_01	"unknown protein"
			mips_02_05
			mips_02_16
			mips_02_19
			mips_02_22
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g20680	mips_01_05_01_01_01	"(1-4)-beta-mannan endohydrolase"
			mips_40_25
	at_At2g32810	mips_01_05_01_01_01	"putative beta-galactosidase (BGAL9)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At2g32860	mips_01_05	"putative beta-glucosidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g44450	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44460	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480 -	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g44490	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g09260	mips_01_05_01_01_02	"thioglucosidase 3D precursor"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g15800	mips_01_04_01	"putative beta-1,3-glucanase precursor"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At3g18080	mips_01	"beta-glucosidase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At3g21370 -	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_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_At3g57240	mips_01	"beta-1,3-glucanase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
	at_At3g57260	mips_01	"beta-1,3-glucanase 2 (BG2)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
			mips_99
	at_At3g60130	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_02_01
	at_At3g60140	mips_01_05_01	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At3g62740	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_05_01_01_02
	at_At4g26140	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At4g27830	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_11_05_03
	at_At4g35010	mips_01_05_01_01_01	"beta-galactosidase - like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g36360	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g03650	mips_01_05_01_01_01	"1,4-alpha-glucan branching enzyme protein soform SBE2.2 precursor"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
	at_At5g11720	mips_01_05_01_01_02	"alpha-glucosidase 1"
			mips_02_01
			mips_02_19
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At5g24550	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26000 -	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g54570 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At5g56870	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64740.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g63800	mips_01_05_01	"beta-galactosidase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g63810	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64746.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g63840	mips_01_05_01_01_02	"glucosidase II alpha subunit"
			mips_02_01
			mips_02_19
			mips_40_25
			mips_63_13
			mips_63_13_01
	Training Accuracy: 40/45 (88.89%)
	Training Frequency class 'mips_01_05_01_01': 349/2913 (11.98%)

	Evaluation on validation data (1468 items):
	at_At1g31740	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At1g47600	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g60260	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
			mips_40_02
	at_At1g60270 -	mips_01_20_01	""
			mips_01_20_01_07
	at_At2g25630	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g45940	mips_01_05_01_01_02	"putative protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g55260	mips_01_05_01_01_01	"beta-N-acetylhexosaminidase -like protein"
			mips_01_06_04
			mips_40_25
	at_At4g22100 -	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g27820	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g01930	mips_01	"(1-4)-beta-mannan endohydrolase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
	at_At5g20390	mips_01	"beta-1,3-glucanase-like protein"
			mips_01_05
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
			mips_25_03
			mips_30
			mips_98
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g25980 -	mips_01_20_01	"myrosinase TGG2"
			mips_01_20_01_07
	at_At5g36890	mips_01_05_01_01_01	"beta-glucosidase -like protein"
			mips_01_05_01_01_02
			mips_02_01
	Validation Accuracy: 12/15 (80.00%)
	Validation Frequency class 'mips_01_05_01_01': 154/1468 (10.49%)

	Evaluation on propertest data (2441 items):
	at_At1g02310	mips_01_05_01_01	"(1-4)-beta-mannan endohydrolase precursor, putative"
	at_At1g02850 -	mips_01_20_01	"Similar to beta-glucosidases (At1g02850)"
			mips_01_20_01_07
	at_At1g09010	mips_01_05_01_01_01	"putative Bos beta-mannosidase"
			mips_06_07_02
			mips_06_07_02_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_25
	at_At1g32860	mips_01_04	"hypothetical protein"
			mips_01_04_01
			mips_01_05_01
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At1g45130 -	mips_01_20_01	"putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g51490	mips_01_05_01_01	"cyanogenic beta-glucosidase, putative"
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g66270 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66280	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g68560	mips_01_05_01_01_02	"alpha-xylosidase precursor"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At1g77410	mips_01_05_01_01_01	""
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g77780	mips_01_05	"endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g36390 -	mips_01_05_01_03	"starch branching enzyme class II (sbe2-1)"
			mips_01_05_01_03_02
			mips_02_19
	at_At2g39930	mips_01_05_01_01_01	"putative isoamylase"
			mips_02_19
	at_At2g44470	mips_01_05_01_01_02	"putative beta-glucosidase"
	at_At3g18070	mips_01_05_01_01_02	"beta-glucosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g20440	mips_01	"1,4-alpha-glucan branching enzyme, putative"
			mips_01_01_07
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_02_19
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_10
	at_At3g46570	mips_01_05_01	"glucosidase-like protein"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At3g52840	mips_01	"beta-galactosidase precursor - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30
			mips_30_01
			mips_40
			mips_40_01
			mips_40_25
	at_At3g60120	mips_01_05_01_01_02	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g62750	mips_01_05	"beta-glucosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_40_02
	at_At4g09020	mips_01_05_01_01_01	"isoamylase-like protein"
			mips_02_19
	at_At4g21760	mips_01_05	"beta-glucosidase -like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At4g25000	mips_01_05	"alpha-amylase like protein"
			mips_01_05_01_01
			mips_02_19
	at_At5g04360	mips_01_05_01_01_01	"pullulanase-like protein (starch debranching enzyme)"
			mips_02_19
	at_At5g17500	mips_01_05_01_01_01	"putative protein"
	at_At5g24540	mips_01_05	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g28510	mips_01_05	"thioglucosidase (myrosinase) - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	Propertest Accuracy: 24/28 (85.71%)
	Propertest Frequency class 'mips_01_05_01_01': 241/2441 (9.87%)

	New (unknown) data (1468 items):
	at_At1g10050 -	mips_40_01	"putative xylan endohydrolase"
	at_At1g15460 -	mips_67_04_07	"putative protein"
			mips_67_50
			mips_67_50_05
	at_At1g28340 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g30080 -	mips_01	"beta-1,3-glucanase precursor, putative"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
			mips_99
	at_At1g58370 -	mips_40_01	"unknown protein"
			mips_98
	at_At1g64760 -	mips_01_04_01	"hypothetical protein"
	at_At1g66250 -	mips_01_04_01	"beta-1,3-glucanase precursor, putative"
	at_At1g72990 -	mips_40_01	"unknown protein (At1g72990)"
			mips_40_25
	at_At1g77790 -	no entry	null
	at_At2g01630 -	mips_01_04_01	"beta-1,3-glucanase like protein"
	at_At2g05790 -	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At2g16230 -	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_30_01
	at_At2g19440 -	mips_01	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At2g26600 -	mips_01_04_01	"beta-1,3-glucanase like protein"
			mips_11_05
			mips_11_05_03
	at_At2g27500 -	mips_01_04	"beta-1,3-glucanase like protein"
			mips_01_04_01
			mips_11_05_03
	at_At2g39640 -	mips_01_04_01	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
	at_At3g07320 -	mips_01_04_01	"putative beta-1,3-glucanase precursor"
	at_At3g10890 -	no entry	null
	at_At3g10900 -	no entry	null
	at_At3g13560 -	mips_01_04_01	"glucan endo-1,3-beta-glucosidase precursor, putative"
	at_At3g24330 -	mips_01_04_01	"beta-1,3-glucanase, putative"
	at_At3g24710 -	no entry	null
	at_At3g26130 -	no entry	null
	at_At3g26140 -	no entry	null
	at_At3g30540 -	no entry	null
	at_At3g55430 -	mips_01_04_01	"beta-1,3-glucanase - like protein"
			mips_01_05
			mips_30
			mips_98
	at_At3g55780 -	mips_01_04	"beta-1,3-glucanase - like protein"
			mips_01_04_01
			mips_01_20_01
			mips_11_05_03
	at_At3g57270 -	no entry	null
	at_At3g61810 -	mips_01	"putative protein"
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
			mips_99
	at_At4g01040 -	mips_11_07_03	"hypothetical protein"
			mips_11_10
			mips_11_10_07
			mips_40_27
			mips_63_13
			mips_63_13_01
	at_At4g14080 -	mips_01	"A6 anther-specific protein"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At4g16260 -	no entry	null
	at_At4g17180 -	mips_01_04	"putative protein"
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_30
			mips_30_01
	at_At4g18340 -	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At4g19720 -	mips_01	"putative protein"
			mips_01_05
			mips_11
			mips_11_05
			mips_11_05_03
	at_At4g19730 -	mips_11_05_03	"putative protein"
			mips_11_07
			mips_11_07_03
			mips_11_10
			mips_11_10_07
			mips_40_27
			mips_63_13
			mips_63_13_01
			mips_63_13_99
	at_At4g19740 -	mips_11_07_03	"putative protein"
			mips_11_10
			mips_11_10_07
			mips_40_27
			mips_63_13
			mips_63_13_01
	at_At4g19750 -	mips_11_05_03	"chitinase - like protein"
			mips_11_07
			mips_11_07_03
			mips_11_10
			mips_11_10_07
			mips_30_01
			mips_40_27
			mips_63_13
			mips_63_13_01
	at_At4g19760 -	mips_63_13	"chitinase - like protein"
			mips_63_13_99
	at_At4g19770 -	mips_40_27	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_63_13_99
	at_At4g19800 -	mips_01_05	"chitinase - like protein"
			mips_11
			mips_11_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_03
			mips_11_10
			mips_11_10_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_27
			mips_63_13
			mips_63_13_01
			mips_63_13_99
	at_At4g19810 -	mips_11_05_03	"putative chitinase"
	at_At4g19820 -	mips_40_27	"putative chitinase"
			mips_63_13
			mips_63_13_01
	at_At4g26830 -	mips_01	"putative beta-1,3-glucanase"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At4g28320 -	no entry	null
	at_At4g29360 -	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At4g31140 -	mips_01_04_01	"1,3-beta-glucanase - like predicted GPI-anchored protein"
			mips_11_05_03
	at_At4g33830 -	mips_40_01	"putative protein"
	at_At4g33840 -	mips_40_01	"putative protein"
	at_At4g34480 -	mips_01_04_01	"putative protein (fragment)"
	at_At5g16580 -	no entry	null
	at_At5g16700 -	no entry	null
	at_At5g18220 -	mips_01_04_01	"beta-1,3-glucanase - like predicted GPI-anchored protein"
	at_At5g20330 -	mips_11_05_03	"beta-1,3-glucanase bg4"
			mips_25_03
			mips_30_01
	at_At5g20340 -	no entry	null
	at_At5g20560 -	no entry	null
	at_At5g20870 -	mips_01_04_01	"beta-1,3-glucanase - like protein"
			mips_01_05
	at_At5g24090 -	mips_03_03_03	"acidic endochitinase (dbj|BAA21861.1)"
			mips_40_27
	at_At5g34940 -	no entry	null
	at_At5g42100 -	mips_01_04_01	"beta-1,3-glucanase - like predicted GPI-anchored protein"
			mips_11_05_03
	at_At5g42720 -	mips_01_04	"beta-1,3-glucanase-like protein"
			mips_01_04_01
			mips_11_05_03
	at_At5g55180 -	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At5g56590 -	mips_01_04	"beta-1,3-glucanase-like protein"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At5g58090 -	mips_01_04	"predicted GPI-anchored protein"
			mips_01_04_01
			mips_11_05_03
			mips_30_01
	at_At5g58480 -	mips_01_04_01	"beta 1-3 glucanase - like predicted GPI-anchored protein"
	at_At5g64790 -	mips_01_04_01	"beta-1,3-glucanase"
	at_At5g66460 -	no entry	null
	at_At5g67460 -	mips_01_04_01	"putative protein"


------------------
Rule 1068
	scop_b > 7.8e-05
	scop_g <= 0.015
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_3) = 0
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1) = 0
	hmmsmart_s_tkc(_orf_0,_hmmsmart_id_1),ipr_Protein_kinase(_orf_0,_ipr_2),hmmsmart_tyrkc(_orf_0,_hmmsmart_id_3) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	->  class mips_04_05_01_04 "transcriptional control"

	Evaluation on training data (2913 items):
	at_At1g08000	mips_04_05_01_04_01	"GATA transcription factor 3, putative"
			mips_06_04
			mips_13_11
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_17_09
	at_At1g08680 -	mips_62_02_01_01	"unknown protein"
	at_At1g11800 -	mips_10_01_05_01	"unknown protein"
			mips_10_01_05_01_04
			mips_10_01_99
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_43
			mips_43_03
			mips_43_03_13
			mips_62_01
			mips_62_01_07
			mips_63_17_01
	at_At1g14200 -	mips_03_01	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_25_03
			mips_63_17
			mips_63_17_09
	at_At1g18660 -	mips_03	"unknown protein"
			mips_10_05
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_01
			mips_63_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At1g19310 -	mips_47	"unknown protein"
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_17
			mips_63_17_09
	at_At1g23980 -	mips_03_03_01	"hypothetical protein"
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
	at_At1g45180	mips_04_05_01_04_03	"hypothetical protein; similar to ESTs gb|AI994577.1"
			mips_45
			mips_45_03
			mips_45_03_17
	at_At1g49210	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At1g50620	mips_04_05_01_04_03	"hypothetical protein"
			mips_63_17_09
	at_At1g51220	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_17
			mips_63_17_09
	at_At1g53690 -	mips_04_01	"RNA polymerase II, putative"
			mips_04_01_01
			mips_04_01_99
			mips_04_03
			mips_04_03_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_99
	at_At1g53820 -	mips_06_13	"hypothetical protein"
			mips_47_03_15
			mips_47_03_15_07
			mips_63_17_09
	at_At1g55530 -	mips_03_03	"unknown protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_03
	at_At1g56030 -	mips_08	"hypothetical protein"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_14_04_03
			mips_14_04_03_01
			mips_30_25
			mips_40_02
			mips_40_04
			mips_48
			mips_63_17
			mips_63_17_09
	at_At1g66050	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_63_01
			mips_63_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At1g67180 -	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_06_10
			mips_11_01_01
			mips_11_01_99
			mips_11_05_01
			mips_14_01
			mips_14_01_01
			mips_30_10
			mips_30_10_03
			mips_33
			mips_33_03
			mips_33_03_02
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_03_01
	at_At1g67800 -	mips_08_07	"unknown protein"
			mips_08_07_99
			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_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_17_01
			mips_67_99
	at_At1g74410	mips_04_05	"putative RING zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At1g77840 -	mips_04_05_01_01	"putative eukaryotic translation initiation factor 5 (EIF-5) sp|P48724; similar to ESTs emb|F19992, gb|N96933, emb|Z33699, emb|F19991"
	at_At2g04240	mips_04	"putative RING zinc finger protein"
			mips_04_05_01_04
			mips_98
	at_At2g04930	mips_04_05_01_01	"hypothetical protein"
			mips_04_05_01_04_01
			mips_06_07_03
	at_At2g06890 -	mips_03_01	"putative retroelement integrase"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At2g18380 -	mips_04_05_01_01	"putative GATA-type zinc finger transcription factor"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
	at_At2g29840	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_45
			mips_45_03
			mips_45_03_17
	at_At2g30580	mips_04	"C3HC4 zinc finger like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_10
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63
			mips_63_01
			mips_63_03
			mips_63_17
			mips_63_17_09
			mips_98
	at_At2g36720	mips_03_01_99	"putative PHD-type zinc finger protein"
			mips_04_05_01_04_01
			mips_30_10
			mips_40_10_03
	at_At2g38970 -	mips_30_27	"putative retroelement pol polyprotein"
			mips_30_27_01
			mips_45_03_05
			mips_45_03_05_09
			mips_47_03_11
			mips_47_03_11_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g42030 -	mips_10_05	"putative RING zinc finger protein"
			mips_25_05_25
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_17
			mips_63_17_09
	at_At2g48100	mips_01	"putative exonuclease"
			mips_01_03
			mips_01_03_16
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_98
	at_At3g07200	mips_04_05_01_04_01	"putative RING zinc finger protein"
			mips_04_05_01_04_99
			mips_14_04_03
			mips_14_04_03_03
			mips_20_25_16
			mips_48
			mips_63_17_11
	at_At3g07370 -	mips_06	"unknown protein"
			mips_06_01
			mips_06_10
			mips_11_01_05
			mips_11_05
			mips_11_05_05
			mips_11_05_05_05
			mips_45_03_12
			mips_45_03_12_01
			mips_63_01
	at_At3g14740 -	mips_04_99	"hypothetical protein"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g16980 -	mips_01_03	"RNA Polymerase II subunit 14.5 kD, putative"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04_05_01_01
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03_01
			mips_63_17
			mips_63_17_09
			mips_63_19_99
	at_At3g17660 -	mips_62_02_01_01	"unknown protein"
			mips_62_02_01_01_01
	at_At3g17670 -	mips_11_01_05	"hypothetical protein"
			mips_11_05_05
			mips_11_05_05_05
			mips_63_06
	at_At3g18290	mips_04_05_01_04_01	"zinc finger protein, putative"
	at_At3g19950 -	mips_14_04_03_03	"unknown protein"
			mips_45_03_17
	at_At3g24010	mips_04_05_01_04_01	"PHD-finger protein, putative"
			mips_40_10_03
			mips_63_17
			mips_63_17_09
	at_At3g42790	mips_04	"nucleic acid binding protein-like"
			mips_04_05_01_04_01
			mips_14_10_02_03
			mips_40_10
			mips_98
	at_At3g47160 -	mips_03_03	"RNA-binding protein-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_06_04
			mips_06_10
			mips_06_13
			mips_30_22
			mips_30_25
			mips_48
			mips_63_17
			mips_63_17_09
	at_At3g50870 -	mips_04_05_01_01	"transcription factor-like protein"
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At3g53710 -	mips_03_03_02	"ARF GAP-like zinc finger-containing protein ZIGA2"
			mips_08_16
			mips_08_19
			mips_14_04_03_05
			mips_62_02_01_01
	at_At4g01270 -	mips_03	"putative RING zinc finger protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14
			mips_14_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_04
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63
			mips_63_06
			mips_63_07
			mips_63_17
			mips_63_17_09
			mips_98
	at_At4g03510 -	mips_47_03_15	"RMA1 RING zinc finger protein"
			mips_47_03_15_07
			mips_63_17_09
	at_At4g04260 -	mips_03_01_09	"putative ES43-like protein"
			mips_03_01_09_05
			mips_30_10_03
	at_At4g07850 -	mips_03_01_03	"putative polyprotein"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At4g07950 -	mips_01_03	"putative DNA-directed RNA polymerase subunit"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04_01
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_99
			mips_63_03_01
			mips_63_17_09
	at_At4g14700 -	mips_03_03_01_01	"replication control protein 1 like"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g18110	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_30
			mips_30_19
			mips_40_19
			mips_63_17
			mips_63_17_09
	at_At4g20340 -	mips_04_05_01_01	"putative protein"
			mips_63_03_01
	at_At4g25380	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
	at_At4g26150	mips_04_05_01_04_01	"putative transcription factor"
			mips_04_05_01_04_05
			mips_13_11
			mips_14_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_25_05_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_63_03_01
	at_At4g28270 -	mips_37	"putative protein"
			mips_37_03
			mips_37_03_15
			mips_37_03_15_07
	at_At4g36240	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_63_03
	at_At4g36620 -	mips_04_05_01_01	"transcription factor like protein"
			mips_25_05_10
	at_At4g39100 -	mips_03_01_09	"ES43 like protein"
			mips_03_01_09_05
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g05530 -	mips_03_03_04	"putative protein"
			mips_03_03_04_07
	at_At5g13920 -	mips_03_03_04	"putative protein"
			mips_03_03_04_05
			mips_08_04
			mips_08_07
			mips_08_07_07
			mips_08_07_22
			mips_08_22
			mips_08_99
			mips_13
			mips_13_05
			mips_13_05_99
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_40_08
			mips_40_25
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g15840	mips_04_05_01_04_03	"CONSTANS"
			mips_63_03_01
	at_At5g20510 -	mips_47_03_15	"zinc finger protein - like"
			mips_47_03_15_07
			mips_63_03_01
	at_At5g22750	mips_03	"putative protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At5g22890	mips_04_05_01_04_01	"putative protein"
			mips_63_01
	at_At5g37270 -	mips_03_01_05_01	"putative protein"
	at_At5g40250 -	mips_14_04_03	"RING finger -like protein"
			mips_14_04_03_03
	at_At5g41010 -	mips_04_01	"unknown protein"
			mips_04_01_01
			mips_04_01_99
			mips_04_03
			mips_04_03_01
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_03_01
			mips_63_17
			mips_63_17_09
			mips_63_19_99
	at_At5g44280	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_10_05_02
			mips_10_05_02_26
	at_At5g46650 -	mips_14_04_03_03	"putative protein"
	at_At5g46750 -	mips_04_09	"zinc finger protein Glo3-like"
			mips_08_07
			mips_40_08
			mips_40_09
			mips_40_10_05
			mips_62_02_01_01
	at_At5g47140	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At5g55390	mips_03	"putative protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
			mips_63_17_09
	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_At5g63290 -	mips_01	"oxygen-independent coproporphyrinogen-like protein"
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_06
			mips_40_10
			mips_63_17_09
	at_At5g63900	mips_04_05_01_04_01	"putative protein"
	Training Accuracy: 28/74 (37.84%)
	Training Frequency class 'mips_04_05_01_04': 302/2913 (10.37%)

	Evaluation on validation data (1468 items):
	at_At1g02040	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_17
			mips_63_17_09
	at_At1g05380	mips_04_05	"unknown protein (T25N20.3)"
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_05_05
			mips_13
			mips_13_11
			mips_40_10_05
			mips_40_10_99
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_02
			mips_63_03
	at_At1g15100	mips_04_05	"RING-H2 zinc finger like protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
	at_At1g17970 -	mips_03_03_04	"unknown protein"
			mips_03_03_04_07
	at_At1g18780	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_17
			mips_63
			mips_63_17
			mips_63_17_09
			mips_98
	at_At1g50410 -	mips_03_01_05	"unknown protein"
			mips_03_01_05_01
			mips_03_01_09
			mips_03_01_09_05
	at_At1g54930 -	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03_02
			mips_30_10
			mips_40_10_03
			mips_48
			mips_63_03_01
	at_At1g72310	mips_04_05_01_04_03	"RING-H2 zinc finger protein (ATL3)"
	at_At1g77800 -	mips_40_27	"putative phorbol ester / diacylglycerol binding protein"
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
	at_At2g15260	mips_04_05_01_04_03	"hypothetical protein"
	at_At2g40830 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
	at_At2g41630	mips_04_01	"transcription factor IIB (TFIIB)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
	at_At2g44410	mips_04_05_01_04_03	"unknown protein"
			mips_10_05_02
			mips_10_05_02_26
			mips_25_05_25
	at_At2g44580 -	mips_14_04_03	"putative RING zinc finger protein"
			mips_14_04_03_03
			mips_25_03
			mips_48
			mips_63_17
			mips_63_17_09
	at_At2g47700 -	mips_20_25_16	"unknown protein"
			mips_25_05_25
			mips_47_03_15
			mips_47_03_15_07
	at_At3g07120	mips_04_05_01	"putative RING zinc finger protein"
			mips_04_05_01_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_25_05
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_45
			mips_45_03
			mips_45_03_17
			mips_48
			mips_63_03
			mips_63_17_09
	at_At3g09360	mips_04	"putative transcription factor"
			mips_04_01
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
	at_At3g14970 -	mips_03_01_05_01	"hypothetical protein"
	at_At3g16350	mips_04_05_01_04_03	"putative MYB family transcription factor"
	at_At3g21880 -	mips_62_02_01_01	"hypothetical protein"
	at_At3g25030 -	mips_03_03_01_03	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_10
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_63_17_09
	at_At3g45260	mips_04_05	"zinc finger like protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
	at_At3g52100 -	mips_03_01_05_03	"putative protein"
			mips_13_07
			mips_25_05_09
			mips_43
			mips_43_03
			mips_43_03_09
	at_At4g13350 -	mips_62_02_01_01	"unknown protein"
	at_At4g22140 -	mips_03_01_09	"receptor like protein (fragment)"
			mips_03_01_09_05
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At4g31450	mips_04_05_01_04_03	"unknown protein"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g37890 -	mips_10_05_02	"putative protein"
			mips_10_05_02_30
			mips_13_07
			mips_40_27
			mips_63_06
			mips_67_01
	at_At5g01520 -	mips_47	"C3HC4 type Zinc RING finger like protein"
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_63_17
			mips_63_17_09
	at_At5g05610	mips_04_05_01_04_01	"nucleic acid binding protein-like"
			mips_14_10
			mips_14_10_02
			mips_14_10_02_03
	at_At5g22260	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
	at_At5g22760 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g25830	mips_04_05_01_04_01	"GATA transcription factor - like"
	at_At5g26210 -	mips_47_03_15	"nucleic acid binding protein - like"
			mips_47_03_15_07
			mips_63_03_01
	at_At5g26930	mips_04_05_01_04_01	"unknown protein"
			mips_04_05_01_04_05
	at_At5g27420 -	mips_14_04_03	"RING-H2 zinc finger protein-like"
			mips_14_04_03_03
	at_At5g42940 -	mips_03_01_05	"unknown protein"
			mips_03_01_05_01
	at_At5g53910 -	mips_03_01_05_01	"putative protein"
			mips_30_19
			mips_48
	at_At5g56840 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g58610 -	mips_03_01_99	"putative protein"
			mips_11_05_03
			mips_11_05_05
			mips_40_10_05
			mips_40_10_99
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17_09
	at_At5g63700	mips_03_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_04_05_01_04_99
			mips_06_10
			mips_40_10_99
			mips_63_03_01
	at_At5g67480	mips_04_05_01_04_01	"putative protein"
			mips_05
			mips_10_01_09
			mips_10_01_09_07
			mips_30_04
			mips_40_04
	Validation Accuracy: 19/41 (46.34%)
	Validation Frequency class 'mips_04_05_01_04': 158/1468 (10.76%)

	Evaluation on propertest data (2441 items):
	at_At1g01210	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04
			mips_04_01
			mips_04_01_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At1g01670 -	mips_01_01_01_11	"hypothetical protein"
	at_At1g02860 -	mips_03_03_01_03	"unknown protein"
			mips_06_10
			mips_14_01
			mips_25_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_48
			mips_63_17
			mips_63_17_09
	at_At1g03770 -	mips_03_01_05_01	"hypothetical protein"
			mips_10_05_02
			mips_10_05_02_26
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_03_01
	at_At1g04790	mips_04_05_01_04_03	"Unknown protein (At1g04790; F13M7.22)"
			mips_05_04
			mips_40_10_99
			mips_63_17
			mips_63_17_09
	at_At1g05120 -	mips_03_01_05_01	"hypothetical protein, 3' partial"
	at_At1g10170	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_40_10
			mips_63
			mips_63_03
			mips_98
	at_At1g11100 -	mips_03_01_05_01	"transcription factor RUSH-1alpha isolog"
			mips_03_01_09
			mips_03_01_99
	at_At1g32340	mips_04_05_01_04_01	"RING finger protein, putative"
			mips_10_01_11
			mips_63_17_09
	at_At1g49850 -	mips_01_06_01	"RING-H2 finger protein RHY1a"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_40_22
			mips_63_17
			mips_63_17_09
	at_At1g55970	mips_04_05_01_04_01	"CREB-binding protein, putative"
			mips_10_01_09
			mips_10_01_09_07
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g56040 -	mips_14_01	"hypothetical protein"
			mips_25_05_09
			mips_30_04
			mips_30_04_07
			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_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_47_03_13_05
	at_At1g67220	mips_04_05_01_04_01	"hypothetical protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g72220 -	mips_40_04	"RING-H2 zinc finger protein ATL3, putative"
			mips_40_04_05
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_17_09
	at_At1g73760 -	mips_03_03_01_01	"putative RING zinc finger protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_45
			mips_45_03
			mips_45_03_17
	at_At1g74990 -	mips_10_01	"RING zinc finger like protein"
			mips_10_01_01
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_01
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At2g15530	mips_04_05_01_04_03	"putative RING zinc finger protein"
			mips_63_03_01
			mips_63_17_09
	at_At2g18090	mips_03_01_09	"Unknown protein"
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_30_10
			mips_30_10_03
	at_At2g18650	mips_03_01_05_01	"putative RING zinc finger protein"
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_11_01_09
			mips_40_10_03
			mips_40_27
			mips_63_03_01
	at_At2g20030	mips_03	"putative RING zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_25
			mips_25_05
			mips_25_05_01
			mips_33_03_02
			mips_33_03_07
			mips_40_03
			mips_45
			mips_45_03
			mips_45_03_03
			mips_45_03_03_01
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_02
			mips_63_01
			mips_63_03
			mips_63_17_09
	at_At2g22680 -	mips_10_05	"copia-like retroelement pol polyprotein"
			mips_10_05_02
			mips_10_05_02_30
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_02
			mips_67
			mips_67_01
	at_At2g31380 -	mips_06_04	"B-box zinc finger protein (STH)"
			mips_11_01
			mips_30_08
			mips_30_25
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_17
			mips_63_17_09
	at_At2g37550 -	mips_08_16	"Asp1 (asp1)"
			mips_08_19
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g37580 -	mips_01_05	"putative RING zinc finger protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_05
			mips_06_07
			mips_40_02
	at_At2g38560 -	mips_04_05_01_01	"putative elongation factor"
	at_At2g45100 -	mips_04_01	"putative transcription factor IIIB 70 KD subunit (TFIIIB)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_40_10_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_At3g09770 -	mips_03_03_01_01	"putative RING zinc finger protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_08
			mips_40_09
			mips_48
	at_At3g10330	mips_04_01	"transcription initiation factor IIB (TFIIB)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
	at_At3g10810	mips_04_05	"putative RING zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_07
			mips_10_05
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_05
			mips_48
			mips_63_01
			mips_63_17
			mips_63_17_09
	at_At3g11200	mips_04_05	"putative nucleic acid binding protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_63_03
	at_At3g14270 -	mips_06	"unknown protein"
			mips_08_13
			mips_10
			mips_10_01_99
			mips_14_04_03
			mips_14_04_03_01
			mips_30_25
	at_At3g14980 -	mips_11_05	"PHD-finger protein, putative"
			mips_11_05_03
			mips_11_05_05
			mips_40_10_05
			mips_40_10_99
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_02
	at_At3g15070 -	mips_03	"RING zinc finger like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_07
	at_At3g16870	mips_04_05_01_04_01	"hypothetical protein"
			mips_33_03_07
			mips_33_03_99
	at_At3g24050	mips_04_05_01_04_01	"GATA transcription factor 1 (AtGATA-1)"
			mips_04_05_01_04_05
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_25_05_02
	at_At3g26730 -	mips_03_03_01_01	"RING zinc finger like protein"
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
	at_At3g27330	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_01
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_06_10
			mips_11_01_09
			mips_40_10_03
	at_At3g51080	mips_04_05_01_04_01	"transcription factor-like protein"
			mips_04_05_01_04_05
			mips_14_01
			mips_14_01_03
			mips_14_01_03_01
			mips_25_05_10
	at_At3g51120	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_04_05_01_04_99
			mips_63_03_01
	at_At3g57670	mips_04_05_01_04_01	"zinc finger - like protein"
	at_At3g60220	mips_04	"RING-H2 zinc finger protein ATL4"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
	at_At3g60580	mips_04	"zinc finger protein - like"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_17
			mips_63_17_09
	at_At3g61390 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_05
	at_At4g05350	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_63
			mips_63_03
			mips_63_03_03
	at_At4g09110 -	mips_03_01_05_01	"putative protein"
	at_At4g09120 -	mips_20_25_16	"putative protein"
			mips_47_03_15
			mips_47_03_15_07
	at_At4g13490 -	mips_10_01_05	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_13_11
			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
			mips_63_17
			mips_63_17_09
	at_At4g14220	mips_04_05	"RING-H2 finger protein RHF1a"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
	at_At4g17570	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g22250 -	mips_14_04_03_03	"hypothetical protein"
			mips_48
	at_At4g26400 -	mips_03_03_01	"putative protein"
			mips_03_03_01_01
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_08_01
			mips_40_10
	at_At4g26580	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_45
			mips_45_03
			mips_45_03_17
	at_At4g33940	mips_04_05_01_04_03	"putative protein"
			mips_25_05_01
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_17_09
	at_At5g20910 -	mips_03_03_01_03	"ABI3-interacting protein 2"
			mips_45
			mips_45_03
			mips_45_03_17
	at_At5g25560	mips_04_05_01_04_01	"putative protein"
			mips_11_05_05
			mips_11_05_05_99
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_05_02
			mips_47_03_11
			mips_47_03_11_05
			mips_47_03_15
			mips_47_03_15_01
			mips_63_17_09
	at_At5g41430	mips_04	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_98
	at_At5g49300	mips_04_05_01_04_01	"putative protein"
			mips_04_05_01_04_05
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_25_05_02
	at_At5g58580 -	mips_03_03_01_03	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_10
	at_At5g61620	mips_04	"transcriptional activator - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	at_At5g63920 -	mips_03_01_03	"DNA topoisomerase III"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_01_99
			mips_03_03_02
			mips_30_10
			mips_40_10_03
			mips_48
			mips_63_03_01
	Propertest Accuracy: 30/61 (49.18%)
	Propertest Frequency class 'mips_04_05_01_04': 231/2441 (9.46%)

	New (unknown) data (1468 items):
	at_At1g01350 -	no entry	null
	at_At1g01660 -	mips_63_06	"hypothetical protein"
	at_At1g01680 -	no entry	null
	at_At1g02030 -	no entry	null
	at_At1g04360 -	no entry	null
	at_At1g05690 -	mips_63_07	"hypothetical protein"
	at_At1g05890 -	mips_03	"unknown protein"
			mips_04_05_99
			mips_14_04
			mips_63_17_09
	at_At1g06040 -	mips_25_05_10	"salt-tolerance protein"
			mips_40_04_05
	at_At1g08010 -	mips_01_02	"GATA transcription factor 3, putative"
			mips_01_02_04
	at_At1g08050 -	mips_25_05_10	"unknown protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At1g08290 -	mips_63_03_01	"putative protein"
			mips_63_03_03
			mips_63_17
			mips_63_17_09
	at_At1g09060 -	mips_40_26	"hypothetical protein"
			mips_40_26_03
			mips_63_03_01
	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_At1g12760 -	mips_30_19	"hypothetical protein"
			mips_40_19
	at_At1g14510 -	mips_03_01_99	"unknown protein"
	at_At1g14580 -	no entry	null
	at_At1g16710 -	mips_03_03	"hypothetical protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g18760 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_17
	at_At1g18770 -	mips_06_10	"hypothetical protein"
	at_At1g18910 -	no entry	null
	at_At1g19680 -	mips_99	"hypothetical protein"
	at_At1g20110 -	mips_03_99	"unknown protein"
			mips_05_07
			mips_06_04
			mips_30_25
			mips_63_17_09
	at_At1g21960 -	no entry	null
	at_At1g22500 -	no entry	null
	at_At1g22670 -	mips_08_13	"putative RING zinc finger protein"
	at_At1g22720 -	no entry	null
	at_At1g24330 -	mips_08_01	"hypothetical protein"
			mips_67_01
			mips_67_01_05
	at_At1g25250 -	no entry	null
	at_At1g26590 -	mips_63_03_01	"C2H2 zinc finger protein, putative"
	at_At1g26610 -	no entry	null
	at_At1g26800 -	no entry	null
	at_At1g27730 -	no entry	null
	at_At1g28040 -	no entry	null
	at_At1g28050 -	no entry	null
	at_At1g29340 -	mips_08_01	"arm repeat-containing protein, putative"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g29800 -	mips_13_03	"hypothetical protein"
			mips_13_03_01
			mips_30_22
			mips_30_25
			mips_40_09
			mips_40_22
	at_At1g30860 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_17
			mips_48
	at_At1g30970 -	mips_63_03	"putative 11-zinc finger protein"
	at_At1g32590 -	mips_10_01	"hypothetical protein, 5' partial"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_02
			mips_29_99
	at_At1g32800 -	no entry	null
	at_At1g33420 -	no entry	null
	at_At1g33480 -	mips_40_07	"unknown protein"
			mips_40_09
	at_At1g34370 -	no entry	null
	at_At1g34480 -	no entry	null
	at_At1g35330 -	no entry	null
	at_At1g35610 -	no entry	null
	at_At1g35630 -	mips_08_13	"integral membrane protein, putative"
			mips_63_17_01
	at_At1g36110 -	no entry	null
	at_At1g36730 -	mips_05_01	"putative protein"
			mips_05_01_01
			mips_05_04_01
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
	at_At1g36950 -	no entry	null
	at_At1g43770 -	no entry	null
	at_At1g47360 -	mips_29_01	"polyprotein, putative"
			mips_29_02
			mips_29_99
	at_At1g47540 -	no entry	null
	at_At1g48710 -	mips_29	"hypothetical protein"
			mips_29_02
	at_At1g49130 -	no entry	null
	at_At1g49200 -	no entry	null
	at_At1g49220 -	no entry	null
	at_At1g49230 -	no entry	null
	at_At1g49780 -	mips_08_01	"hypothetical protein"
			mips_40_10_05
	at_At1g49900 -	no entry	null
	at_At1g51930 -	no entry	null
	at_At1g53010 -	no entry	null
	at_At1g53190 -	mips_43	"putative RING finger protein gb|AAD17397.1; similar to ESTs dbj|AV43597.1, gb|AA598107.1"
			mips_43_03
			mips_43_03_13
			mips_47_03_01
	at_At1g53340 -	no entry	null
	at_At1g55040 -	mips_40_10_05	"putative protein"
			mips_67_01
			mips_67_01_05
	at_At1g55110 -	no entry	null
	at_At1g55440 -	no entry	null
	at_At1g55700 -	no entry	null
	at_At1g56680 -	no entry	null
	at_At1g57730 -	mips_45	""
			mips_45_03
			mips_45_03_17
	at_At1g57800 -	mips_14_01_01	"hypothetical protein"
			mips_14_01_05
			mips_63_03_01
	at_At1g57820 -	mips_14_01	"putative transcription factor protein (At1g57820)"
			mips_14_01_01
			mips_14_01_05
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At1g58140 -	mips_29_01	"hypothetical protein"
			mips_29_02
	at_At1g60190 -	mips_08_01	""
			mips_30_10_05
			mips_40_10_05
	at_At1g60360 -	no entry	null
	at_At1g61070 -	no entry	null
	at_At1g61620 -	mips_04_99	"unknown protein"
	at_At1g61830 -	no entry	null
	at_At1g62370 -	mips_25_05_13	"hypothetical protein"
			mips_33_03_13
			mips_35_03_17
	at_At1g63170 -	no entry	null
	at_At1g63840 -	no entry	null
	at_At1g65040 -	mips_25_05_13	""
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_07
			mips_63_17_09
	at_At1g65180 -	no entry	null
	at_At1g65430 -	mips_63_17	"unknown protein"
			mips_63_17_09
	at_At1g66040 -	mips_14_01_01	"hypothetical protein"
			mips_14_01_05
			mips_63_03_01
			mips_63_17_09
	at_At1g66170 -	no entry	null
	at_At1g67210 -	no entry	null
	at_At1g67270 -	no entry	null
	at_At1g67780 -	no entry	null
	at_At1g68030 -	no entry	null
	at_At1g68070 -	mips_06_10	"RING zinc finger like protein"
	at_At1g68130 -	no entry	null
	at_At1g68180 -	mips_06_10	"unknown protein"
			mips_45
			mips_45_03
			mips_45_03_17
	at_At1g68190 -	no entry	null
	at_At1g68940 -	mips_06_10	"hypothetical protein"
			mips_08_01
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At1g70000 -	no entry	null
	at_At1g70910 -	no entry	null
	at_At1g71980 -	no entry	null
	at_At1g72050 -	mips_63_03_03	"At1g72050/F28P5_6"
			mips_63_17_09
	at_At1g72200 -	no entry	null
	at_At1g73870 -	no entry	null
	at_At1g74620 -	no entry	null
	at_At1g74760 -	mips_63_17_09	""
	at_At1g75400 -	no entry	null
	at_At1g75540 -	no entry	null
	at_At1g75560 -	mips_04_99	"DNA-binding protein"
	at_At1g75830 -	no entry	null
	at_At1g76390 -	mips_06_10	"hypothetical protein"
			mips_08_01
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At1g76410 -	mips_04	"putative RING zinc finger protein"
			mips_98
	at_At1g77250 -	no entry	null
	at_At1g79000 -	no entry	null
	at_At1g79350 -	mips_03_01_99	"hypothetical protein"
	at_At1g79380 -	mips_08_07_99	"putative protein"
			mips_13_07
			mips_40_09
			mips_48
			mips_63_09
			mips_63_17_01
			mips_67_99
	at_At1g80400 -	mips_25_05_10	"putative RING zinc finger protein"
	at_At2g01150 -	mips_63_17	"RING-H2 finger protein RHA2b"
			mips_63_17_09
	at_At2g01810 -	mips_04_99	"hypothetical protein"
			mips_14_01_01
			mips_14_01_05
			mips_45_03_15
			mips_63_17_09
	at_At2g01940 -	no entry	null
	at_At2g02080 -	no entry	null
	at_At2g02100 -	no entry	null
	at_At2g02120 -	no entry	null
	at_At2g02130 -	no entry	null
	at_At2g02140 -	no entry	null
	at_At2g02470 -	no entry	null
	at_At2g02620 -	no entry	null
	at_At2g02630 -	no entry	null
	at_At2g02680 -	no entry	null
	at_At2g02690 -	no entry	null
	at_At2g02700 -	no entry	null
	at_At2g03000 -	mips_10_05	"hypothetical protein"
			mips_20
			mips_20_25
			mips_20_25_16
	at_At2g04680 -	no entry	null
	at_At2g07080 -	mips_29_01	"putative gag-protease polyprotein"
			mips_29_99
	at_At2g13890 -	no entry	null
	at_At2g13900 -	no entry	null
	at_At2g13920 -	no entry	null
	at_At2g13930 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g15180 -	no entry	null
	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_At2g15650 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g15740 -	no entry	null
	at_At2g16090 -	mips_03_03	"unknown protein"
			mips_63_17_09
	at_At2g17180 -	no entry	null
	at_At2g17730 -	no entry	null
	at_At2g18670 -	no entry	null
	at_At2g19260 -	no entry	null
	at_At2g19610 -	no entry	null
	at_At2g19650 -	no entry	null
	at_At2g19660 -	no entry	null
	at_At2g20650 -	mips_06_13	"hypothetical protein"
			mips_40_02
	at_At2g21310 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g21420 -	no entry	null
	at_At2g21830 -	mips_04	"unknown protein"
	at_At2g21840 -	no entry	null
	at_At2g21850 -	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_98
	at_At2g22690 -	mips_13_07	"unknown protein"
			mips_14_10
			mips_14_10_02
	at_At2g23100 -	no entry	null
	at_At2g23780 -	no entry	null
	at_At2g24480 -	mips_40_22	"hypothetical protein"
	at_At2g24500 -	mips_63_17_09	"putative C2H2-type zinc finger protein"
	at_At2g24790 -	no entry	null
	at_At2g25170 -	mips_03_01_99	"putative chromodomain-helicase-DNA-binding protein"
			mips_40_10_03
	at_At2g25360 -	mips_03_03	"hypothetical protein"
	at_At2g25380 -	no entry	null
	at_At2g26000 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_01
			mips_40_04
			mips_63_17
			mips_63_17_09
	at_At2g26010 -	no entry	null
	at_At2g26020 -	no entry	null
	at_At2g26130 -	no entry	null
	at_At2g26350 -	mips_06_10	"zinc-binding peroxisomal integral membrane protein (PEX10)"
			mips_25_05_10
			mips_30_19
			mips_40_19
			mips_63_17_09
	at_At2g26940 -	no entry	null
	at_At2g27940 -	no entry	null
	at_At2g28200 -	no entry	null
	at_At2g28340 -	mips_25_05_10	"hypothetical protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
	at_At2g28460 -	no entry	null
	at_At2g28710 -	no entry	null
	at_At2g28840 -	mips_63_07	"unknown protein"
	at_At2g28920 -	no entry	null
	at_At2g30290 -	mips_08_13	"putative vacuolar sorting receptor"
			mips_13_07
			mips_40_27
			mips_63_07
	at_At2g31650 -	no entry	null
	at_At2g31760 -	no entry	null
	at_At2g31770 -	no entry	null
	at_At2g31780 -	no entry	null
	at_At2g33500 -	mips_25_05_10	"putative CONSTANS-like B-box zinc finger protein"
			mips_40_04_05
	at_At2g34000 -	no entry	null
	at_At2g34990 -	no entry	null
	at_At2g35000 -	no entry	null
	at_At2g35420 -	no entry	null
	at_At2g35910 -	no entry	null
	at_At2g35930 -	mips_40_10_05	"unknown protein"
	at_At2g37430 -	no entry	null
	at_At2g37520 -	mips_40_27	"unknown protein"
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_63_03_01
	at_At2g37740 -	no entry	null
	at_At2g37800 -	no entry	null
	at_At2g38190 -	no entry	null
	at_At2g39100 -	no entry	null
	at_At2g39720 -	mips_45	"unknown protein"
			mips_45_03
			mips_45_03_17
	at_At2g39830 -	mips_11_05_01	"hypothetical protein"
			mips_25_05_10
			mips_30_04
			mips_67_01
			mips_67_04
	at_At2g40050 -	no entry	null
	at_At2g42350 -	no entry	null
	at_At2g42360 -	no entry	null
	at_At2g42410 -	no entry	null
	at_At2g43220 -	no entry	null
	at_At2g43510 -	no entry	null
	at_At2g43520 -	no entry	null
	at_At2g43530 -	no entry	null
	at_At2g43550 -	no entry	null
	at_At2g43600 -	mips_11_05_03	"putative endochitinase"
			mips_30_01
	at_At2g44330 -	mips_63_17_09	"putative protein"
	at_At2g45050 -	mips_01_02_04	"putative GATA-type zinc finger transcription factor"
			mips_25_05_10
	at_At2g45120 -	no entry	null
	at_At2g46160 -	no entry	null
	at_At2g47560 -	no entry	null
	at_At2g47890 -	mips_11_01	"putative CONSTANS-like B-box zinc finger protein"
	at_At3g06740 -	no entry	null
	at_At3g06990 -	no entry	null
	at_At3g07000 -	no entry	null
	at_At3g07650 -	mips_25_03	"unknown protein"
	at_At3g07920 -	mips_05_01	"putative eukaryotic translation initiation factor 2 beta subunit (EIF-2-BETA)"
			mips_05_01_01
			mips_05_04_01
			mips_05_07
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02_03
			mips_63_03_03
	at_At3g08020 -	no entry	null
	at_At3g10470 -	no entry	null
	at_At3g10910 -	no entry	null
	at_At3g11110 -	no entry	null
	at_At3g12980 -	mips_13_03	"putative CREB-binding protein"
			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
	at_At3g13430 -	mips_40_22	"unknown protein"
			mips_45_03_17
	at_At3g13590 -	no entry	null
	at_At3g13760 -	no entry	null
	at_At3g13810 -	no entry	null
	at_At3g14250 -	mips_04_05_99	"hypothetical protein"
	at_At3g14320 -	no entry	null
	at_At3g15740 -	mips_25_03	"putative RING zinc finger protein"
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_17
	at_At3g16600 -	mips_03_01_99	"putative DNA-binding protein"
	at_At3g16720 -	mips_63_17_09	"putative RING zinc finger protein"
	at_At3g19380 -	mips_05	"hypothetical protein"
			mips_06_04
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g19580 -	no entry	null
	at_At3g20750 -	mips_01_02	"hypothetical protein"
			mips_01_02_04
	at_At3g21010 -	mips_29_01	"unknown protein"
			mips_29_99
	at_At3g21030 -	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At3g21150 -	no entry	null
	at_At3g23130 -	no entry	null
	at_At3g23280 -	mips_30_04	"unknown protein"
			mips_40_07
			mips_40_08
			mips_63_07
	at_At3g24800 -	mips_63_17	"PRT1"
			mips_63_17_09
	at_At3g25940 -	mips_04_01	"hypothetical protein"
			mips_04_01_01
	at_At3g26550 -	mips_04_05	"hypothetical protein"
			mips_04_05_01
	at_At3g27473 -	no entry	null
	at_At3g27500 -	no entry	null
	at_At3g27710 -	mips_63_17_09	"putative protein"
	at_At3g27970 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_03_03
	at_At3g28620 -	no entry	null
	at_At3g28650 -	no entry	null
	at_At3g28880 -	mips_63_07	"hypothetical protein"
	at_At3g29340 -	mips_04	"hypothetical protein"
			mips_40_10
			mips_63_17_09
	at_At3g30460 -	mips_45	"RING zinc finger protein"
			mips_45_03
			mips_45_03_17
	at_At3g42170 -	mips_29_03	"putative transposase"
			mips_29_99
			mips_40_10_03
	at_At3g42860 -	mips_63_03_01	"putative protein"
			mips_63_03_03
			mips_63_17
			mips_63_17_09
	at_At3g43230 -	no entry	null
	at_At3g43240 -	no entry	null
	at_At3g43430 -	no entry	null
	at_At3g43490 -	no entry	null
	at_At3g43590 -	mips_63_03_01	"putative protein"
			mips_63_03_03
	at_At3g43750 -	no entry	null
	at_At3g43830 -	mips_06_13	"putative protein"
			mips_29
			mips_29_01
	at_At3g43890 -	mips_04_05	"putative protein"
			mips_04_05_01
	at_At3g45170 -	no entry	null
	at_At3g45470 -	mips_04_05_99	"putative protein"
	at_At3g45480 -	mips_03_03	"putative protein"
	at_At3g45510 -	no entry	null
	at_At3g45520 -	mips_29_01	"copia-like polyprotein"
			mips_29_99
	at_At3g45530 -	no entry	null
	at_At3g45540 -	mips_03_03	"putative protein"
	at_At3g45570 -	no entry	null
	at_At3g45580 -	mips_14	"putative protein"
			mips_14_04
			mips_25
			mips_63_17
			mips_63_17_09
	at_At3g45840 -	no entry	null
	at_At3g46070 -	no entry	null
	at_At3g46080 -	no entry	null
	at_At3g46090 -	no entry	null
	at_At3g46510 -	mips_06_04	"arm repeat containing protein homolog"
			mips_08_01
			mips_13_07
			mips_30_10_05
			mips_40_10_05
	at_At3g46620 -	no entry	null
	at_At3g46800 -	no entry	null
	at_At3g46810 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_98
	at_At3g47180 -	mips_48	"zinc-finger protein-like protein"
	at_At3g47820 -	mips_05	"putative protein"
			mips_06
			mips_06_04
			mips_08
			mips_08_01
			mips_30
			mips_30_10
			mips_30_10_05
			mips_40_03
			mips_40_10
			mips_40_10_05
			mips_63
			mips_63_01
	at_At3g47990 -	no entry	null
	at_At3g48030 -	no entry	null
	at_At3g48360 -	mips_25_05_25	"unknown protein"
			mips_30_04
	at_At3g48400 -	no entry	null
	at_At3g49810 -	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g49930 -	no entry	null
	at_At3g50700 -	no entry	null
	at_At3g52450 -	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
	at_At3g53410 -	mips_63_17_09	"unknown protein"
	at_At3g53600 -	no entry	null
	at_At3g53680 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_99
			mips_04
			mips_30
			mips_40_10
			mips_63_17_09
			mips_63_19
	at_At3g53690 -	mips_04_05_99	"unknown protein"
	at_At3g54780 -	mips_25	"putative protein"
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_02
			mips_40_27
			mips_67
			mips_67_01
			mips_67_04
	at_At3g54790 -	mips_13_07	"putative protein"
			mips_40_10_05
	at_At3g54810 -	mips_25_05_15	"putative protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At3g54850 -	mips_08_01	"putative protein"
			mips_13_07
			mips_30_10_05
	at_At3g55070 -	mips_13_07	"putative protein"
			mips_14_10
			mips_14_10_02
	at_At3g55300 -	mips_10_01	"putative protein"
			mips_10_01_01
			mips_29
			mips_29_02
	at_At3g55530 -	mips_25	"putative protein"
			mips_25_03
			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_02
	at_At3g57480 -	no entry	null
	at_At3g58030 -	mips_04_05_99	"unknown protein"
			mips_10_05
			mips_25_05_25
			mips_40_02
			mips_63_17
			mips_63_17_09
	at_At3g58720 -	mips_63_17	"putative protein"
			mips_63_17_09
	at_At3g59720 -	mips_29_01	"copia-type reverse transcriptase-like protein"
	at_At3g60080 -	mips_06_13	"putative protein"
			mips_13_11
			mips_63_17_09
	at_At3g60300 -	no entry	null
	at_At3g60530 -	no entry	null
	at_At3g61180 -	mips_30_19	"unknown protein"
			mips_40_19
	at_At3g61330 -	mips_29_01	"copia-type polyprotein"
			mips_29_02
			mips_29_99
	at_At3g61460 -	no entry	null
	at_At3g61550 -	no entry	null
	at_At3g62240 -	no entry	null
	at_At3g62520 -	mips_29	"putative protein"
			mips_29_02
			mips_29_03
			mips_40_10_03
			mips_63_03
	at_At3g62690 -	no entry	null
	at_At3g62970 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_99
			mips_04
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_17
			mips_63_17_09
			mips_63_19
			mips_99
	at_At4g01350 -	no entry	null
	at_At4g01930 -	no entry	null
	at_At4g02180 -	no entry	null
	at_At4g02670 -	no entry	null
	at_At4g03920 -	mips_29_01	"putative protein"
	at_At4g04240 -	mips_29_01	"putative protein"
	at_At4g04560 -	mips_29_01	"putative transposon protein"
			mips_29_99
	at_At4g05360 -	mips_03_01_05	"putative protein"
			mips_03_03_02
	at_At4g08590 -	mips_14_01_01	"putative zinc finger protein"
			mips_14_01_05
			mips_63_03_01
	at_At4g09100 -	no entry	null
	at_At4g09130 -	no entry	null
	at_At4g09560 -	no entry	null
	at_At4g10150 -	no entry	null
	at_At4g10160 -	no entry	null
	at_At4g10370 -	no entry	null
	at_At4g10680 -	no entry	null
	at_At4g11360 -	no entry	null
	at_At4g11370 -	no entry	null
	at_At4g11390 -	no entry	null
	at_At4g11540 -	no entry	null
	at_At4g11680 -	mips_40_19	"unknown protein"
	at_At4g12140 -	mips_63_03_03	"putative protein"
	at_At4g12150 -	no entry	null
	at_At4g12190 -	no entry	null
	at_At4g12210 -	no entry	null
	at_At4g13100 -	no entry	null
	at_At4g13130 -	no entry	null
	at_At4g14920 -	no entry	null
	at_At4g15250 -	no entry	null
	at_At4g17810 -	no entry	null
	at_At4g17910 -	no entry	null
	at_At4g17920 -	no entry	null
	at_At4g19670 -	mips_04_05	"putative protein"
			mips_04_05_99
			mips_06_07
			mips_30
			mips_30_04
			mips_40_04
			mips_40_04_05
			mips_63_01
			mips_63_17
			mips_63_17_09
	at_At4g21070 -	no entry	null
	at_At4g23450 -	mips_05_04	"unknown protein"
			mips_40_10_99
			mips_63_17
			mips_63_17_09
	at_At4g24470 -	mips_25_05_15	"unknown protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At4g27310 -	mips_11_01	"putative protein"
	at_At4g27470 -	no entry	null
	at_At4g28890 -	no entry	null
	at_At4g30370 -	no entry	null
	at_At4g30400 -	mips_06_13	"unknown protein"
	at_At4g31420 -	no entry	null
	at_At4g32600 -	no entry	null
	at_At4g32890 -	no entry	null
	at_At4g33240 -	mips_06_13_01	"putative protein"
			mips_08_13
			mips_30_25
	at_At4g34040 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_17
	at_At4g34370 -	mips_03	"unknown protein"
			mips_03_03
			mips_14
			mips_14_04
			mips_25
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At4g34680 -	mips_25_05_10	"GATA transcription factor 3"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g35280 -	no entry	null
	at_At4g35840 -	mips_06_04	"putative protein"
			mips_08
			mips_08_01
	at_At4g36550 -	no entry	null
	at_At4g36860 -	no entry	null
	at_At4g37610 -	mips_25_05_25	"putative protein"
			mips_30_04
	at_At4g37880 -	mips_13_07	"putative protein"
			mips_14_10
			mips_14_10_02
	at_At4g38140 -	no entry	null
	at_At4g38960 -	no entry	null
	at_At4g39070 -	no entry	null
	at_At5g01480 -	mips_04	"putative protein"
	at_At5g01880 -	no entry	null
	at_At5g01940 -	mips_05_04_01	"translation initiation factor eIF-2 beta chain-like protein"
			mips_62_01_99
			mips_62_02_03
	at_At5g01980 -	mips_06_10	"putative protein"
			mips_63_17_09
	at_At5g02330 -	no entry	null
	at_At5g02350 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_98
			mips_99
	at_At5g02750 -	mips_20	"putative protein"
			mips_20_25
			mips_20_25_16
			mips_63_17
			mips_63_17_09
	at_At5g03150 -	no entry	null
	at_At5g03200 -	mips_04_05_99	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_48
			mips_63_17_09
	at_At5g03510 -	no entry	null
	at_At5g04340 -	no entry	null
	at_At5g04390 -	no entry	null
	at_At5g05130 -	mips_03_01_05	"helicase-like transcription factor-like protein"
	at_At5g05280 -	no entry	null
	at_At5g05660 -	mips_13_07	"putative protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At5g05810 -	no entry	null
	at_At5g06070 -	mips_14_10	"putative protein"
			mips_14_10_02
			mips_40_10_07
	at_At5g06420 -	mips_63_03_03	"putative protein"
	at_At5g06490 -	no entry	null
	at_At5g07040 -	no entry	null
	at_At5g07060 -	mips_10_01	"RNA-binding protein-like"
			mips_30
			mips_63_03
	at_At5g07270 -	mips_30_10	"putative protein"
			mips_40_10_03
	at_At5g09630 -	mips_13_07	"unknown protein"
			mips_14_10
			mips_14_10_02
	at_At5g10380 -	mips_40_04_05	"putative protein"
	at_At5g10650 -	mips_45_03_17	"Pspzf zinc finger protein - like"
	at_At5g14420 -	mips_01_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_99
			mips_13_03
			mips_13_03_01
			mips_13_07
			mips_40_02
			mips_40_09
			mips_48
			mips_63_09
			mips_63_17
			mips_63_17_01
			mips_67_99
	at_At5g15480 -	no entry	null
	at_At5g15790 -	no entry	null
	at_At5g15820 -	mips_45_03_17	"putative protein"
	at_At5g15850 -	no entry	null
	at_At5g18260 -	no entry	null
	at_At5g18330 -	mips_05	"putative protein"
			mips_06_04
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g18340 -	no entry	null
	at_At5g18650 -	no entry	null
	at_At5g19080 -	mips_48	"putative protein"
	at_At5g19430 -	no entry	null
	at_At5g20220 -	no entry	null
	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_At5g22000 -	mips_04	"RING-H2 finger protein RHF2a"
			mips_06
			mips_63_01
	at_At5g22480 -	mips_14_01	"zinc finger protein-like"
			mips_14_01_01
			mips_14_01_05
			mips_40_10_07
	at_At5g22920 -	no entry	null
	at_At5g24870 -	no entry	null
	at_At5g24930 -	mips_10_01	"putative protein"
			mips_10_01_01
	at_At5g25490 -	mips_40_10_05	"putative protein"
			mips_67_01
			mips_67_01_05
	at_At5g26190 -	no entry	null
	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_At5g35820 -	no entry	null
	at_At5g36240 -	mips_04	"putative protein"
			mips_04_99
			mips_98
	at_At5g36740 -	no entry	null
	at_At5g37200 -	no entry	null
	at_At5g37230 -	mips_63_03_03	"putative protein"
	at_At5g37250 -	no entry	null
	at_At5g37280 -	no entry	null
	at_At5g37560 -	no entry	null
	at_At5g37620 -	no entry	null
	at_At5g38690 -	no entry	null
	at_At5g39550 -	mips_14_01	"zinc finger -like protein"
			mips_14_01_01
			mips_14_01_05
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At5g40140 -	mips_06_10	"putative protein"
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At5g40310 -	mips_01_03	"zinc finger -like protein"
			mips_01_03_16
			mips_04_05_05
			mips_05_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_03_01
			mips_63_03_03
	at_At5g40320 -	no entry	null
	at_At5g41350 -	no entry	null
	at_At5g41400 -	no entry	null
	at_At5g41440 -	no entry	null
	at_At5g41450 -	no entry	null
	at_At5g42200 -	no entry	null
	at_At5g42540 -	mips_01_03_16	"5'-3' exoribonuclease 2"
			mips_04_01
			mips_04_01_04
			mips_08_01
	at_At5g42840 -	no entry	null
	at_At5g43040 -	no entry	null
	at_At5g43170 -	mips_63_01	"Cys2/His2-type zinc finger protein 3 (dbj|BAA85109.1)"
			mips_63_03
	at_At5g43200 -	mips_63_03_03	"putative protein"
	at_At5g43420 -	no entry	null
	at_At5g43530 -	mips_03_01_09	"DNA repair protein-like"
			mips_03_01_99
	at_At5g43540 -	no entry	null
	at_At5g43630 -	no entry	null
	at_At5g44420 -	no entry	null
	at_At5g44430 -	no entry	null
	at_At5g44770 -	no entry	null
	at_At5g44800 -	mips_03_01_99	"helicase-like protein"
	at_At5g45730 -	no entry	null
	at_At5g46660 -	no entry	null
	at_At5g47390 -	no entry	null
	at_At5g47610 -	mips_45	"unknown protein"
			mips_45_03
			mips_45_03_17
	at_At5g48250 -	no entry	null
	at_At5g52380 -	no entry	null
	at_At5g54020 -	no entry	null
	at_At5g54030 -	no entry	null
	at_At5g54050 -	no entry	null
	at_At5g54310 -	mips_04_09	"unknown protein"
			mips_40_10_05
	at_At5g54990 -	mips_40_19	"putative protein"
	at_At5g55770 -	no entry	null
	at_At5g55780 -	no entry	null
	at_At5g56200 -	no entry	null
	at_At5g56340 -	mips_03_01_99	"putative protein"
			mips_25_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_10_03
	at_At5g56860 -	mips_04_01	"unknown protein"
			mips_04_01_04
	at_At5g57660 -	mips_11_01	"CONSTANS-like B-box zinc finger protein-like"
			mips_25_03
	at_At5g57740 -	no entry	null
	at_At5g57750 -	no entry	null
	at_At5g59550 -	mips_06_10	"unknown protein"
			mips_45
			mips_45_03
			mips_45_03_17
	at_At5g59820 -	no entry	null
	at_At5g59920 -	no entry	null
	at_At5g59930 -	no entry	null
	at_At5g59940 -	no entry	null
	at_At5g60250 -	no entry	null
	at_At5g60410 -	no entry	null
	at_At5g60470 -	no entry	null
	at_At5g60820 -	no entry	null
	at_At5g61470 -	no entry	null
	at_At5g62560 -	mips_06_04	"putative protein"
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
	at_At5g63160 -	mips_25_05_25	"putative protein"
			mips_30_04
			mips_40_04
	at_At5g63660 -	no entry	null
	at_At5g63730 -	mips_63_17	"ARI-like RING zinc finger protein-like"
			mips_63_17_09
	at_At5g63750 -	mips_63_17_09	"ARI-like RING zinc finger protein-like"
	at_At5g63760 -	mips_63_17	"putative protein"
			mips_63_17_09
	at_At5g63970 -	mips_01	"putative protein"
			mips_01_06
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_99
			mips_13
			mips_13_07
			mips_40_02
			mips_40_03
			mips_40_09
			mips_48
			mips_63
			mips_63_09
			mips_63_17
			mips_63_17_01
			mips_67
			mips_67_99
	at_At5g64920 -	no entry	null
	at_At5g65200 -	mips_06_04	"putative protein"
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g66070 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_17
	at_At5g66160 -	mips_06_13_04	"ReMembR-H2 protein JR700 (gb|AAF32325.1)"
			mips_08_13
			mips_40_25
	at_At5g66320 -	mips_25_05_15	"GATA-binding transcription factor-like protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At5g66730 -	no entry	null
	at_At5g67120 -	mips_43	"putative protein"
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_48
	at_At5g67340 -	mips_06_04	"putative protein"
			mips_08
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_01
	at_At5g67450 -	no entry	null


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