Rule 3214
	beta_dist(_1,11.94-19.41),coil_dist(_1,41.76-48.08) = 0
	ss(_1,_3,b,_2),c_len(_2,15.0-30.0),b_len(_3,6.0-9.0) = 1
	ss(_1,_3,a,_2),c_len(_2,11.0-15.0),a_len(_3,15.0-30.0) = 1
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),a_len(_3,6.0-9.0) = 1
	ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0),b_len(_2,11.0-15.0) = 0
	ss(_1,_3,b,_2),alpha_dist(_1,23.6-33.33),b_len(_3,3.0-6.0),a_len(_2,3.0-6.0) = 0
	ss(_1,_3,b,_2),c_len(_2,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,a,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 0
	ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 1
	->  class mips_01_04 "phosphate metabolism"

	Evaluation on training data (5760 items):
	at_At5g42720	mips_01_04	"beta-1,3-glucanase-like protein"
			mips_01_04_01
			mips_11_05_03
	at_At5g58090	mips_01_04	"predicted GPI-anchored protein"
			mips_01_04_01
			mips_11_05_03
			mips_30_01
	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_At3g13560	mips_01_04_01	"glucan endo-1,3-beta-glucosidase precursor, putative"
	at_At3g15800	mips_01_04_01	"putative beta-1,3-glucanase precursor"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At3g55430	mips_01_04_01	"beta-1,3-glucanase - like protein"
			mips_01_05
			mips_30
			mips_98
	at_At3g55780	mips_01_04	"beta-1,3-glucanase - like protein"
			mips_01_04_01
			mips_01_20_01
			mips_11_05_03
	at_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_At4g34480	mips_01_04_01	"putative protein (fragment)"
	at_At5g18220	mips_01_04_01	"beta-1,3-glucanase - like predicted GPI-anchored protein"
	at_At5g42100	mips_01_04_01	"beta-1,3-glucanase - like predicted GPI-anchored protein"
			mips_11_05_03
	Training Accuracy: 14/14 (100.00%)
	Training Frequency class 'mips_01_04': 161/5760 (2.80%)

	Evaluation on validation data (2885 items):
	at_At1g66250	mips_01_04_01	"beta-1,3-glucanase precursor, putative"
	at_At2g01630	mips_01_04_01	"beta-1,3-glucanase like protein"
	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_At2g10830 -	mips_03_01_03	"pseudogene"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At1g09730 -	mips_06_07_07	"unknown protein"
			mips_06_07_99
			mips_06_13_99
			mips_25_05_25
	at_At2g39640	mips_01_04_01	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
	at_At4g31140	mips_01_04_01	"1,3-beta-glucanase - like predicted GPI-anchored protein"
			mips_11_05_03
	at_At5g56590	mips_01_04	"beta-1,3-glucanase-like protein"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At5g58480	mips_01_04_01	"beta 1-3 glucanase - like predicted GPI-anchored protein"
	at_At1g36590 -	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
	Validation Accuracy: 6/10 (60.00%)
	Validation Frequency class 'mips_01_04': 105/2885 (3.64%)

	Evaluation on propertest data (4430 items):
	at_At1g64760	mips_01_04_01	"hypothetical protein"
	at_At2g05790	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At2g13340 -	mips_03_01	"F14O4.9"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_05
			mips_29_01
			mips_63_17_09
	at_At2g27500	mips_01_04	"beta-1,3-glucanase like protein"
			mips_01_04_01
			mips_11_05_03
	at_At3g11970 -	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_03
			mips_29_01
	at_At1g11830	mips_01_04	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
			mips_01_04_01
			mips_30_01
	at_At3g24330	mips_01_04_01	"beta-1,3-glucanase, putative"
	at_At3g31970 -	mips_03_01_05_03	"hypothetical protein"
	at_At3g46570 -	mips_01_05_01	"glucosidase-like protein"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At3g49500 -	mips_03	"RNA-directed RNA polymerase"
			mips_03_03
			mips_11
			mips_11_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_98
	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_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_At4g26970 -	mips_01_20_17	"aconitase like protein"
			mips_01_20_17_07
			mips_02_10
			mips_02_22
			mips_13_01_01_01
			mips_63_17_09
	at_At4g29360	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At5g20870	mips_01_04_01	"beta-1,3-glucanase - like protein"
			mips_01_05
	at_At5g64790	mips_01_04_01	"beta-1,3-glucanase"
	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
	Propertest Accuracy: 10/18 (55.56%)
	Propertest Frequency class 'mips_01_04': 122/4430 (2.75%)

	New (unknown) data (2885 items):


------------------
Rule 8392
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),a_len(_2,30.0-1200.0) = 0
	ss(_1,_3,b,_2),b_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 1
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 1
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,6.0-9.0) = 1
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,1.0-3.0),ss(_1,_4,a,_5),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 1
	->  class mips_08_19 "cellular import"

	Evaluation on training data (5760 items):
	at_At5g64500	mips_01_04	"unknown protein"
			mips_01_04_07
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_30
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g73220	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At1g08900	mips_01_05_07	"Beta integral like membrane protein"
			mips_08_19
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08930	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g43330	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At4g02050	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g16480	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g20840	mips_01_05_07	"putative sugar transporter protein"
			mips_08_19
			mips_67_07
	at_At5g16150	mips_01_05	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_40_30
			mips_67
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At5g23270	mips_01_05_04	"monosaccharide transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	Training Accuracy: 13/13 (100.00%)
	Training Frequency class 'mips_08_19': 82/5760 (1.42%)

	Evaluation on validation data (2885 items):
	at_At1g02260 -	mips_01_07	"hypothetical protein"
			mips_01_07_01
			mips_08_16
			mips_11_07
			mips_11_07_05
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At1g54730	mips_01_05_04	"Unknown protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g67300	mips_01	"putative transport protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g76700 -	mips_06_01	"putative DnaJ protein"
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At1g79820	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g20780	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g35740	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g14410 -	mips_01_05_01_03_02	"unknown protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g18830	mips_01_05_07	"sugar transporter like protein"
			mips_08_19
			mips_67_07
	at_At4g04750	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At4g04760	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At4g23010 -	mips_01_05_07	"putative protein"
			mips_40_22
			mips_67_07
	at_At1g18260 -	mips_01_05	"unknown protein"
			mips_01_05_04
			mips_06_13
			mips_30
			mips_30_01
			mips_40_02
	at_At4g34650 -	mips_01_06	"putative squalene synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20
			mips_01_20_13
			mips_40_07
			mips_43
			mips_43_03
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_99
			mips_63_21
			mips_63_21_07
	at_At5g01680 -	mips_67_04	"putative transporter protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At5g18840	mips_01_05_04	"sugar transporter - like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At5g35700 -	mips_14_01	"fimbrin"
			mips_14_01_03
			mips_14_01_03_99
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17
			mips_63_17_01
	at_At5g45620 -	mips_06_13_01	"26S proteasome subunit-like protein"
			mips_06_13_01_01
	Validation Accuracy: 10/19 (52.63%)
	Validation Frequency class 'mips_08_19': 48/2885 (1.66%)

	Evaluation on propertest data (4430 items):
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g47670 -	mips_01_01_07	"putative protein"
			mips_67_10
			mips_67_12
	at_At1g05180 -	mips_03_01_03	"auxin-resistance protein AXR1"
			mips_03_03_01_01
			mips_06_13_01
			mips_14_10
			mips_14_10_02
			mips_14_10_02_03
	at_At1g79410 -	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At1g80810 -	mips_04_05_01_04_03	"unknown protein"
			mips_14_01_01
			mips_14_01_05
			mips_47_03_15
			mips_47_03_15_09
			mips_63_03_01
			mips_63_19_03
	at_At2g02150 -	mips_04_05_99	"hypothetical protein"
	at_At2g17790 -	mips_06	"putative vacuolar sorting-associated protein"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_13
			mips_30
			mips_30_07
			mips_40
			mips_40_08
			mips_40_22
			mips_40_25
	at_At1g08920	mips_01_05_04	"putative sugar transport protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g39210 -	mips_01_05_07	"nodulin-like protein"
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At3g13050	mips_01_05_04	"putative transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At3g19640 -	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_13_01_01
			mips_13_01_01_01
	at_At4g16420 -	mips_04_05_99	"transcriptional adaptor like protein"
			mips_40_10_03
			mips_40_10_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_63_03_01
	at_At4g37880 -	mips_13_07	"putative protein"
			mips_14_10
			mips_14_10_02
	at_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	Propertest Accuracy: 4/14 (28.57%)
	Propertest Frequency class 'mips_08_19': 46/4430 (1.04%)

	New (unknown) data (2885 items):
	at_At1g63850 -	no entry	null
	at_At1g73970 -	no entry	null
	at_At1g77100 -	no entry	null
	at_At3g19490 -	no entry	null
	at_At3g54070 -	no entry	null
	at_At5g37460 -	no entry	null
	at_At1g62420 -	no entry	null
	at_At1g65730 -	no entry	null
	at_At2g18760 -	no entry	null
	at_At5g51740 -	no entry	null
	at_At2g23710 -	no entry	null
	at_At5g58340 -	no entry	null


------------------
Rule 6001
	ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,3.0-6.0),b_len(_2,15.0-30.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0),b_len(_2,11.0-15.0) = 1
	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(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),c_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 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),c_len(_5,9.0-11.0) = 1
	ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,6.0-9.0),a_len(_3,6.0-9.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),c_len(_2,15.0-30.0),a_len(_3,9.0-11.0) = 0
	ss(_1,_3,a,_2),c_len(_2,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 1
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 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),c_len(_5,30.0-1200.0) = 0
	->  class mips_10_01 "intracellular signalling"

	Evaluation on training data (5760 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_At1g22620	mips_01_06_04	"unknown protein (At1g22620)"
			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
	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_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_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
	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_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_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_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g46350	mips_10_01	"receptor-like protein kinase homolog"
			mips_10_01_01
	at_At4g00240	mips_01_06_04	"phospholipase D-like protein"
			mips_01_20_19
			mips_01_20_19_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_01_09
			mips_30_04
	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_At4g35790	mips_01_06	"phospholipase D (AtPLDdelta)"
			mips_01_06_04
			mips_01_20_19
			mips_01_20_19_99
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_01_09
			mips_30
	at_At4g35860	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g39890	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g10260	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g13650	mips_05_04	"GTP-binding protein typA (tyrosine phosphorylated protein A)"
			mips_05_04_02
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	Training Accuracy: 24/24 (100.00%)
	Training Frequency class 'mips_10_01': 444/5760 (7.71%)

	Evaluation on validation data (2885 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_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_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_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_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_At1g16920	mips_08_07	"unknown 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_At5g53180 -	mips_04_05_05	"polypyrimidine tract-binding RNA transport protein-like"
	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_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
	Validation Accuracy: 9/11 (81.82%)
	Validation Frequency class 'mips_10_01': 223/2885 (7.73%)

	Evaluation on propertest data (4430 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_At1g76400 -	mips_01_05	"putative ribophorin I (dolichyl-diphosphooligosaccharide-protein glycosyltransferase)"
			mips_01_05_01
			mips_06_07
			mips_40_07
			mips_63_03
	at_At2g42010	mips_01_06_04	"phospholipase D (PLDbeta)"
			mips_01_20_19
			mips_01_20_19_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_01_09
			mips_30_04
	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_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_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	at_At3g52640 -	mips_06_07_11	"putative protein"
			mips_06_13_01
			mips_06_13_04
			mips_40_25
			mips_63_17
			mips_63_17_01
	at_At3g54840	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g56370 -	mips_08_13	"putative protein"
	at_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_At1g19100 -	mips_25_05_25	"hypothetical protein"
	at_At1g20060 -	mips_63_06	"hypothetical protein"
	at_At5g06290	mips_10_01_05_01	"2-cys peroxiredoxin-like protein"
			mips_10_01_05_01_04
			mips_11_01_01
			mips_11_07_07
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_43
			mips_43_03
			mips_43_03_07
	at_At5g14660 -	mips_05_99	"unknown protein"
			mips_06_07_09
	at_At5g18900 -	mips_30_27	"unknown protein"
			mips_30_27_01
			mips_40_02
			mips_40_07
			mips_40_08
			mips_67_01
			mips_67_04
			mips_67_15
	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_At5g49780 -	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	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_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
	Propertest Accuracy: 16/26 (61.54%)
	Propertest Frequency class 'mips_10_01': 370/4430 (8.35%)

	New (unknown) data (2885 items):
	at_At5g44670 -	no entry	null
	at_At5g53840 -	no entry	null
	at_At5g60250 -	no entry	null
	at_At1g24570 -	no entry	null
	at_At1g52780 -	no entry	null
	at_At2g45340 -	no entry	null
	at_At3g51560 -	no entry	null
	at_At3g56590 -	no entry	null
	at_At3g58270 -	no entry	null
	at_At3g58340 -	no entry	null
	at_At3g58440 -	no entry	null
	at_At4g23950 -	no entry	null
	at_At4g25870 -	no entry	null
	at_At1g17820 -	no entry	null
	at_At5g11010 -	no entry	null
	at_At5g40050 -	no entry	null
	at_At3g52060 -	no entry	null
	at_At3g56580 -	no entry	null
	at_At3g58200 -	no entry	null
	at_At1g19020 -	no entry	null
	at_At5g11730 -	no entry	null
	at_At3g08870 -	no entry	null
	at_At4g08810 -	no entry	null
	at_At4g14000 -	no entry	null
	at_At4g23190 -	no entry	null
	at_At5g22720 -	no entry	null
	at_At5g26670 -	no entry	null
	at_At5g51560 -	no entry	null
	at_At5g52800 -	no entry	null
	at_At5g56390 -	no entry	null


------------------
Rule 4961
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),b_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 1
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 1
	ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),coil_dist(_1,60.98-101.0),c_len(_2,15.0-30.0) = 0
	->  class mips_25_03 "plant development"

	Evaluation on training data (5760 items):
	at_At5g44260	mips_14_01	"zinc finger like protein"
			mips_25_03
	at_At5g61430	mips_25_03	"NAM, no apical meristem, - like protein"
	at_At5g66300	mips_25_03	"NAM (no apical meristem)-like protein"
	at_At3g15500	mips_25_03	"putative jasmonic acid regulatory protein"
	at_At5g07680	mips_25_03	"NAM (no apical meristem)-like protein"
	at_At5g17260	mips_25_03	"NAM (no apical meristem)-like protein"
	Training Accuracy: 6/6 (100.00%)
	Training Frequency class 'mips_25_03': 122/5760 (2.12%)

	Evaluation on validation data (2885 items):
	at_At2g18060	mips_04	"putative NAM (no apical meristem)-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
			mips_98
	at_At3g16350 -	mips_04_05_01_04_03	"putative MYB family transcription factor"
	at_At1g33060	mips_25_03	"NAC domain containing protein, putative"
	at_At1g33280	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
			mips_98
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_25_03': 68/2885 (2.36%)

	Evaluation on propertest data (4430 items):
	at_At1g52890	mips_25_03	"NAM-like protein"
	at_At1g59660 -	mips_04_03	"nucleoporin 98-like protein"
			mips_04_03_03
			mips_04_07
			mips_08_01
	at_At1g59750 -	mips_10	"putative protein"
			mips_20_20
			mips_20_20_18
			mips_40_10
	at_At2g24430	mips_25_03	"NAM (no apical meristem)-like protein"
	at_At1g10390 -	mips_04_03	"unknown protein (At1g10390)"
			mips_04_03_03
			mips_04_07
			mips_08
			mips_08_01
	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_At5g18270	mips_25_03	"NAM (no apical meristem)-like protein"
	at_At1g27960 -	mips_20_25	"hypothetical protein"
			mips_20_25_16
	Propertest Accuracy: 3/8 (37.50%)
	Propertest Frequency class 'mips_25_03': 92/4430 (2.08%)

	New (unknown) data (2885 items):
	at_At1g02030 -	no entry	null
	at_At1g02240 -	no entry	null
	at_At1g56010 -	no entry	null
	at_At1g76660 -	no entry	null
	at_At2g22080 -	no entry	null
	at_At2g27660 -	no entry	null
	at_At2g28200 -	no entry	null
	at_At2g45120 -	no entry	null
	at_At3g15170 -	no entry	null
	at_At4g25480 -	no entry	null
	at_At4g27410 -	no entry	null
	at_At3g10490 -	no entry	null
	at_At3g10500 -	no entry	null
	at_At4g10350 -	no entry	null
	at_At4g35580 -	no entry	null
	at_At5g04390 -	no entry	null
	at_At5g39610 -	no entry	null
	at_At5g53950 -	no entry	null
	at_At5g64060 -	no entry	null
	at_At1g41870 -	no entry	null
	at_At1g68490 -	no entry	null
	at_At1g79060 -	no entry	null
	at_At2g03810 -	no entry	null
	at_At2g17040 -	no entry	null
	at_At2g43000 -	no entry	null
	at_At2g46770 -	no entry	null
	at_At3g07130 -	no entry	null
	at_At5g09330 -	no entry	null
	at_At5g18260 -	no entry	null
	at_At5g58190 -	no entry	null


------------------
Rule 7896
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 1
	ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),c_len(_3,15.0-30.0),b_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 1
	ss(_1,_3,c,_2),b_len(_2,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,3.0-6.0) = 0
	ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),a_len(_4,15.0-30.0) = 1
	ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),c_len(_2,3.0-6.0),b_len(_3,11.0-15.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),alpha_dist(_1,45.54-101.0),c_len(_2,15.0-30.0),b_len(_3,3.0-6.0) = 0
	ss(_1,_3,b,_2),a_len(_2,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,6.0-9.0) = 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(_4,11.0-15.0) = 0
	ss(_1,_3,a,_2),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),ss(_1,_5,b,_7),notequal(_7,_6),notequal(_7,_5),notequal(_7,_2),notequal(_7,_4),notequal(_7,_3) = 1
	->  class mips_67_12 "amine / polyamine transporters"

	Evaluation on training data (5760 items):
	at_At5g63850	mips_01	"amino acid transporter AAP4 (pir||S51169)"
			mips_01_01_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g24400	mips_01_01_07	"amino acid transporter-like protein 2 (AATL2)"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g58360	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g61270	mips_01_01_07	"amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g71680	mips_01_01_07	"amino acid permease, putative"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At1g08230	mips_01_01_07	"hypothetical protein"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At2g39890	mips_01_01	"proline transporter 1"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g15240	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g38820	mips_01_01_07	"transporter -like protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g40780	mips_01_01_07	"amino acid permease"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	Training Accuracy: 10/10 (100.00%)
	Training Frequency class 'mips_67_12': 28/5760 (0.49%)

	Evaluation on validation data (2885 items):
	at_At1g67640	mips_01_01_07	"putative amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g10030 -	mips_01_06_01_07	"unknown protein"
			mips_01_06_01_07_11
	at_At3g11900	mips_01_01	"putative amino acid transporter protein"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_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
	at_At1g44100	mips_01_01_07	"amino acid permease AAP5"
			mips_08_99
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	Validation Accuracy: 4/5 (80.00%)
	Validation Frequency class 'mips_67_12': 13/2885 (0.45%)

	Evaluation on propertest data (4430 items):
	at_At2g30460 -	mips_01_05_01_03	"putative integral membrane protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g10010	mips_01_01	"putative amino acid permease"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g36590	mips_01_01_07	"putative proline transporter"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At3g44900 -	mips_67_04	"putative protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At3g55740	mips_01_01_07	"proline transporter 2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g09220	mips_01_01_07	"amino acid transport protein AAP2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g25530	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_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_At5g59470 -	mips_01_20_01	"putative protein"
			mips_01_20_01_05
	Propertest Accuracy: 5/9 (55.56%)
	Propertest Frequency class 'mips_67_12': 21/4430 (0.47%)

	New (unknown) data (2885 items):
	at_At1g61740 -	no entry	null
	at_At1g75000 -	no entry	null
	at_At2g02370 -	no entry	null
	at_At1g11110 -	no entry	null
	at_At4g18200 -	no entry	null
	at_At3g50830 -	no entry	null
	at_At1g15620 -	no entry	null
	at_At4g38730 -	no entry	null
	at_At5g38380 -	no entry	null


------------------
Rule 8372
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
	->  class mips_67_16 "nucleotide transporters"

	Evaluation on training data (5760 items):
	at_At4g09810	mips_01_05_01_03_02	"hypothetical protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At4g31600	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	Training Accuracy: 3/3 (100.00%)
	Training Frequency class 'mips_67_16': 17/5760 (0.30%)

	Evaluation on validation data (2885 items):
	at_At1g06470	mips_01_05_01_03	"integral membrane protein, putative"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g06890	mips_01_05_01	"unknown protein (At1g06890)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_10_05
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g11550 -	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_13_03
	at_At3g46180 -	mips_40_22	"putative protein"
			mips_67_07
	at_At4g30560 -	mips_04	"cyclic nucleotide and calmodulin-regulated ion channel-like protein"
			mips_06
			mips_06_10
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_63
			mips_63_01
			mips_63_09
			mips_63_17
			mips_63_17_03
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
	at_At5g07120 -	mips_06_04	"putative protein"
			mips_06_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_40_08
	Validation Accuracy: 2/6 (33.33%)
	Validation Frequency class 'mips_67_16': 10/2885 (0.35%)

	Evaluation on propertest data (4430 items):
	at_At2g34980 -	mips_01_06_01_01	"putative phosphatidylinositol-glycan synthase"
			mips_01_06_01_03
	at_At5g47450 -	mips_13_01	"membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	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
	Propertest Accuracy: 0/3 (0.00%)
	Propertest Frequency class 'mips_67_16': 13/4430 (0.29%)

	New (unknown) data (2885 items):
	at_At1g31720 -	no entry	null
	at_At2g17500 -	no entry	null
	at_At1g08440 -	no entry	null
	at_At3g11680 -	no entry	null
	at_At4g37680 -	no entry	null
	at_At5g37650 -	mips_98	"putative protein"
			mips_99
	at_At1g48010 -	no entry	null
	at_At3g28810 -	no entry	null
	at_At5g55360 -	no entry	null


------------------
Rule 8272
	ss(_1,_3,c,_2),b_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,1.54-41.76),c_len(_2,3.0-6.0),a_len(_3,15.0-30.0) = 1
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,11.0-15.0),a_len(_3,15.0-30.0) = 1
	ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 1
	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(_4,11.0-15.0) = 0
	->  class mips_67_28 "drug transporters"

	Evaluation on training data (5760 items):
	at_At1g23300	mips_11	"conserved hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At2g04070	mips_11_07	"hypothetical protein"
			mips_67_28
	at_At2g38330	mips_11	"hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At2g38510	mips_67_28	"hypothetical protein"
	at_At5g38030	mips_67	"putative transmembrane protein"
			mips_67_28
	Training Accuracy: 5/5 (100.00%)
	Training Frequency class 'mips_67_28': 16/5760 (0.28%)

	Evaluation on validation data (2885 items):
	at_At1g55250 -	mips_63_06	"unknown protein"
	at_At2g32240 -	mips_40_04	"putative myosin heavy chain"
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g34360	mips_11_07	"hypothetical protein"
			mips_67_28
	at_At2g44950 -	mips_63_06	"unknown protein"
	at_At4g25640	mips_11	"putative protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At4g38380	mips_08	"putative protein"
			mips_08_16
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_05_01_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_05
			mips_40_02
			mips_67
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_50_05_03
	Validation Accuracy: 3/6 (50.00%)
	Validation Frequency class 'mips_67_28': 9/2885 (0.31%)

	Evaluation on propertest data (4430 items):
	at_At5g09900 -	mips_06_13_01	"26S proteasome p55 protein-like"
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	Propertest Accuracy: 0/1 (0.00%)
	Propertest Frequency class 'mips_67_28': 12/4430 (0.27%)

	New (unknown) data (2885 items):
	at_At5g65380 -	no entry	null
	at_At1g47530 -	no entry	null
	at_At1g64820 -	mips_67	"hypothetical protein"
	at_At2g04090 -	no entry	null
	at_At2g04100 -	no entry	null
	at_At3g26590 -	no entry	null
	at_At4g25070 -	no entry	null
	at_At1g73020 -	no entry	null
	at_At2g04080 -	no entry	null
	at_At5g32440 -	no entry	null
	at_At1g51340 -	mips_67	"putative protein"
	at_At1g66760 -	no entry	null
	at_At2g04040 -	mips_67	"hypothetical protein"
	at_At2g04050 -	no entry	null
	at_At4g10840 -	no entry	null
	at_At5g10820 -	no entry	null
	at_At5g17700 -	no entry	null
	at_At5g44050 -	no entry	null
	at_At5g52450 -	no entry	null


------------------
Rule 6862
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 1
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,15.0-30.0) = 1
	ss(_1,_3,c,_2),a_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,15.0-30.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 1
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 1
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
	->  class mips_02_30 "photosynthesis"

	Evaluation on training data (5760 items):
	at_At1g22820 -	mips_04_05_99	"hypothetical protein, 3' partial"
	at_At5g64290	mips_01_05_07	"2-oxoglutarate/malate translocator"
			mips_02_30
			mips_08_02
			mips_08_19
			mips_40_26
			mips_40_26_03
			mips_40_30
			mips_67_07
			mips_67_07_03
	at_At5g66500	mips_02_30	"putative protein"
			mips_08_99
	at_At1g26900	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g56570	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g69350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74600	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g06710	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g36730	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g09040	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g22150	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g47840	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g04370	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At4g25270	mips_02_30	"putative protein"
			mips_06_01
			mips_08_99
	at_At4g38010	mips_02	"putative protein"
			mips_02_30
			mips_06
			mips_06_01
			mips_08
			mips_08_99
			mips_30
			mips_30_26
			mips_30_26_03
			mips_99
	at_At5g39350	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
	Training Accuracy: 15/16 (93.75%)
	Training Frequency class 'mips_02_30': 38/5760 (0.66%)

	Evaluation on validation data (2885 items):
	at_At2g34400	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g39620	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g45350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At3g18970 -	mips_30_26	"hypothetical protein"
			mips_30_26_03
	at_At3g20730	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g25970	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g29290 -	mips_06_01	"hypothetical protein"
	at_At1g14470 -	mips_04_05_99	"hypothetical protein"
	at_At3g53360	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g08210	mips_02_30	"putative protein"
			mips_08_99
	at_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_At5g64280	mips_02	"2-oxoglutarate/malate translocator"
			mips_01_05_07
			mips_01_07
			mips_01_07_01
			mips_02_30
			mips_08
			mips_08_02
			mips_08_19
			mips_40_26
			mips_40_26_03
			mips_40_30
			mips_67_07
			mips_67_07_03
			mips_67_10
			mips_67_50
			mips_67_50_25
	Validation Accuracy: 9/13 (69.23%)
	Validation Frequency class 'mips_02_30': 31/2885 (1.07%)

	Evaluation on propertest data (4430 items):
	at_At2g46050	mips_02_30	"hypothetical protein"
			mips_06_01
			mips_08_99
	at_At4g20770	mips_02_30	"putative protein"
			mips_08_99
	at_At5g08490	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g15980 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At5g50280 -	mips_04_05_99	"putative protein"
	Propertest Accuracy: 3/5 (60.00%)
	Propertest Frequency class 'mips_02_30': 36/4430 (0.81%)

	New (unknown) data (2885 items):
	at_At5g43790 -	no entry	null
	at_At5g50990 -	no entry	null
	at_At1g71420 -	no entry	null
	at_At1g71940 -	no entry	null
	at_At1g77170 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At1g08070 -	no entry	null
	at_At2g44880 -	no entry	null
	at_At1g10330 -	no entry	null
	at_At3g16610 -	no entry	null
	at_At3g47530 -	no entry	null
	at_At3g61360 -	no entry	null
	at_At4g31850 -	no entry	null
	at_At5g15340 -	no entry	null
	at_At5g27110 -	no entry	null
	at_At1g77010 -	no entry	null
	at_At2g17210 -	no entry	null
	at_At3g14730 -	no entry	null
	at_At3g28290 -	no entry	null
	at_At1g13410 -	no entry	null
	at_At5g42450 -	no entry	null
	at_At5g60110 -	no entry	null
	at_At5g62370 -	no entry	null
	at_At1g56690 -	no entry	null
	at_At1g74400 -	no entry	null
	at_At2g03880 -	no entry	null
	at_At2g22410 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g28300 -	no entry	null
	at_At3g49740 -	no entry	null
	at_At4g21170 -	no entry	null
	at_At4g30700 -	no entry	null
	at_At4g35850 -	no entry	null
	at_At5g14770 -	no entry	null
	at_At5g44230 -	no entry	null


------------------
Rule 6863
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 1
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,15.0-30.0) = 1
	ss(_1,_3,c,_2),a_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,15.0-30.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 1
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 1
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),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),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,30.0-1200.0) = 0
	->  class mips_08_99 "other intracellular transport activities"

	Evaluation on training data (5760 items):
	at_At1g22820 -	mips_04_05_99	"hypothetical protein, 3' partial"
	at_At5g66500	mips_02_30	"putative protein"
			mips_08_99
	at_At1g26900	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g56570	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g69350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74600	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g06710	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g36730	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g09040	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g22150	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g47840	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g04370	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At4g25270	mips_02_30	"putative protein"
			mips_06_01
			mips_08_99
	at_At4g38010	mips_02	"putative protein"
			mips_02_30
			mips_06
			mips_06_01
			mips_08
			mips_08_99
			mips_30
			mips_30_26
			mips_30_26_03
			mips_99
	at_At5g39350	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
	Training Accuracy: 14/15 (93.33%)
	Training Frequency class 'mips_08_99': 70/5760 (1.22%)

	Evaluation on validation data (2885 items):
	at_At2g34400	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g39620	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g45350	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At3g18970 -	mips_30_26	"hypothetical protein"
			mips_30_26_03
	at_At3g20730	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g25970	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g29290 -	mips_06_01	"hypothetical protein"
	at_At1g14470 -	mips_04_05_99	"hypothetical protein"
	at_At3g53360	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g08210	mips_02_30	"putative protein"
			mips_08_99
	at_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_At5g64280 -	mips_02	"2-oxoglutarate/malate translocator"
			mips_01_05_07
			mips_01_07
			mips_01_07_01
			mips_02_30
			mips_08
			mips_08_02
			mips_08_19
			mips_40_26
			mips_40_26_03
			mips_40_30
			mips_67_07
			mips_67_07_03
			mips_67_10
			mips_67_50
			mips_67_50_25
	Validation Accuracy: 8/13 (61.54%)
	Validation Frequency class 'mips_08_99': 28/2885 (0.97%)

	Evaluation on propertest data (4430 items):
	at_At2g46050	mips_02_30	"hypothetical protein"
			mips_06_01
			mips_08_99
	at_At4g20770	mips_02_30	"putative protein"
			mips_08_99
	at_At5g08490	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g15980 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At5g50280 -	mips_04_05_99	"putative protein"
	Propertest Accuracy: 3/5 (60.00%)
	Propertest Frequency class 'mips_08_99': 49/4430 (1.11%)

	New (unknown) data (2885 items):
	at_At5g43790 -	no entry	null
	at_At5g50990 -	no entry	null
	at_At1g71420 -	no entry	null
	at_At1g71940 -	no entry	null
	at_At1g77170 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At1g08070 -	no entry	null
	at_At2g44880 -	no entry	null
	at_At1g10330 -	no entry	null
	at_At3g16610 -	no entry	null
	at_At3g47530 -	no entry	null
	at_At3g61360 -	no entry	null
	at_At4g31850 -	no entry	null
	at_At5g15340 -	no entry	null
	at_At5g27110 -	no entry	null
	at_At1g77010 -	no entry	null
	at_At2g17210 -	no entry	null
	at_At3g14730 -	no entry	null
	at_At3g28290 -	no entry	null
	at_At1g13410 -	no entry	null
	at_At5g42450 -	no entry	null
	at_At5g60110 -	no entry	null
	at_At5g62370 -	no entry	null
	at_At1g56690 -	no entry	null
	at_At1g74400 -	no entry	null
	at_At2g03880 -	no entry	null
	at_At2g22410 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g28300 -	no entry	null
	at_At3g49740 -	no entry	null
	at_At4g21170 -	no entry	null
	at_At4g30700 -	no entry	null
	at_At4g35850 -	no entry	null
	at_At5g14770 -	no entry	null
	at_At5g44230 -	no entry	null


------------------
Rule 5958
	ss(_1,_3,b,_2),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),a_len(_2,11.0-15.0) = 1
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
	ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 1
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,3.0-6.0),a_len(_3,30.0-1200.0) = 0
	->  class mips_10_05 "transmembrane signal transduction"

	Evaluation on training data (5760 items):
	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
	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_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_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
	Training Accuracy: 11/11 (100.00%)
	Training Frequency class 'mips_10_05': 226/5760 (3.92%)

	Evaluation on validation data (2885 items):
	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_At5g04170 -	mips_10_01_09	"EF - hand Calcium binding protein - like"
			mips_10_01_09_03
			mips_63_17_01
	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
	Validation Accuracy: 7/8 (87.50%)
	Validation Frequency class 'mips_10_05': 145/2885 (5.03%)

	Evaluation on propertest data (4430 items):
	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_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_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_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_At1g25550	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At5g59570	mips_10_05_01	"ARR1 protein - like"
			mips_10_05_01_10
	Propertest Accuracy: 11/11 (100.00%)
	Propertest Frequency class 'mips_10_05': 207/4430 (4.67%)

	New (unknown) data (2885 items):
	at_At3g61370 -	no entry	null
	at_At4g18390 -	no entry	null
	at_At1g01730 -	no entry	null
	at_At1g50830 -	no entry	null
	at_At3g30440 -	no entry	null
	at_At3g30640 -	no entry	null
	at_At5g17360 -	no entry	null
	at_At1g30210 -	no entry	null


------------------
Rule 6010
	beta_dist(_1,19.41-29.93),coil_dist(_1,53.24-60.98) = 0
	ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0),b_len(_2,11.0-15.0) = 1
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 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(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),c_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
	ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,6.0-9.0),a_len(_3,6.0-9.0) = 0
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 1
	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),beta_dist(_1,29.93-101.0) = 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
	->  class mips_10_05 "transmembrane signal transduction"

	Evaluation on training data (5760 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_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_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
	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_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_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_At3g15060 -	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	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_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
	Training Accuracy: 18/19 (94.74%)
	Training Frequency class 'mips_10_05': 226/5760 (3.92%)

	Evaluation on validation data (2885 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_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_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_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_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_At1g16920	mips_08_07	"unknown 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_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_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
	Validation Accuracy: 9/10 (90.00%)
	Validation Frequency class 'mips_10_05': 145/2885 (5.03%)

	Evaluation on propertest data (4430 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_At1g52530 -	mips_03_01_05_01	"F6D8.25"
	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_At2g42010 -	mips_01_06_04	"phospholipase D (PLDbeta)"
			mips_01_20_19
			mips_01_20_19_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_01_09
			mips_30_04
	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_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_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_At4g23160 -	mips_29	"putative protein"
			mips_29_01
			mips_29_99
			mips_99
	at_At1g19100 -	mips_25_05_25	"hypothetical protein"
	at_At5g06290 -	mips_10_01_05_01	"2-cys peroxiredoxin-like protein"
			mips_10_01_05_01_04
			mips_11_01_01
			mips_11_07_07
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_43
			mips_43_03
			mips_43_03_07
	at_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_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_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
	Propertest Accuracy: 11/18 (61.11%)
	Propertest Frequency class 'mips_10_05': 207/4430 (4.67%)

	New (unknown) data (2885 items):
	at_At5g60250 -	no entry	null
	at_At2g41640 -	no entry	null
	at_At2g45340 -	no entry	null
	at_At3g56590 -	no entry	null
	at_At1g17820 -	no entry	null
	at_At5g11010 -	no entry	null
	at_At3g53400 -	no entry	null
	at_At5g37450 -	no entry	null
	at_At5g40380 -	no entry	null
	at_At5g51560 -	no entry	null
	at_At5g56390 -	no entry	null


------------------
Rule 6129
	ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,b,_2),alpha_dist(_1,23.6-33.33),c_len(_2,9.0-11.0) = 0
	ss(_1,_3,a,_2),c_len(_2,15.0-30.0),a_len(_3,6.0-9.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,9.0-11.0),a_len(_2,3.0-6.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,3.0-6.0),b_len(_2,15.0-30.0) = 1
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),c_len(_3,3.0-6.0),b_len(_2,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
	ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
	ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,1.0-3.0),a_len(_3,9.0-11.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,41.76-48.08),c_len(_2,15.0-30.0),a_len(_3,9.0-11.0) = 0
	ss(_1,_3,a,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,9.0-11.0) = 0
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
	ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),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) = 0
	ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 0
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0),ss(_1,_4,b,_5),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 1
	->  class mips_40_01 "cell wall"

	Evaluation on training data (5760 items):
	at_At5g51490	mips_01_05_01	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g63800	mips_01_05_01	"beta-galactosidase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g63810	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64746.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At5g64640	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At1g53830	mips_01_05_99	"putative protein"
			mips_40_01
	at_At2g14690	mips_40_01	"1,4-beta-xylan endohydrolase"
	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_At2g47550	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At3g06830	mips_01_05_01_01	"pectin methylesterase, putative"
			mips_01_05_99
			mips_40_01
	at_At3g10720	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At1g11590	mips_01_05_99	"similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
			mips_40_01
	at_At3g49220	mips_01_05_99	"pectinesterase - like protein"
			mips_30_01
			mips_40_01
	at_At3g59010	mips_01_05_01	"pectinesterase precursor-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g62170	mips_01_05_01	"PECTINESTERASE-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g02320	mips_01_05_99	"pectinesterase - like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At4g02330	mips_01_05_99	"putative protein"
			mips_40_01
	at_At4g33820	mips_40_01	"putative protein"
	at_At4g38590	mips_01_20_01	"galactosidase like protein"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g04960	mips_01_05_01_01	"pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At5g09760	mips_01_05_99	"pectin methylesterase - like protein"
			mips_01_20_01
			mips_40_01
	at_At5g27870	mips_01_05_99	"pectin methyl-esterase - like protein"
			mips_40_01
	Training Accuracy: 21/21 (100.00%)
	Training Frequency class 'mips_40_01': 123/5760 (2.14%)

	Evaluation on validation data (2885 items):
	at_At2g04270 -	mips_01_03_16	"putative ribonuclease E"
			mips_01_03_16_01
			mips_04_01
			mips_04_01_04
	at_At2g26440	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g26450	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g33160 -	mips_01	"putative polygalacturonase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
			mips_30_01
			mips_99
	at_At2g40180 -	mips_01_04	"protein phosphatase 2C (AthPP2C5)"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g27980	mips_01_05	"pectin methylesterase, putative"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20_01
			mips_30
			mips_40_01
	at_At1g11580	mips_01_05_01_01	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At3g47400	mips_01_05_01	"pectinesterase-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g59660 -	mips_04_09	"unknown protein"
			mips_13_03
			mips_13_03_01
			mips_25_05_25
			mips_40_09
			mips_63_09
	at_At5g49180	mips_01_05_99	"pectin methylesterase"
			mips_40_01
	at_At5g67430 -	mips_01_06	"N-acetyltransferase hookless1-like protein"
			mips_01_06_07
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_06_07_04
			mips_10_01_99
			mips_30_10
	at_At1g36050 -	mips_08	"hypothetical protein; similar to ESTs emb|Z17525, gb|AW035763.1, gb|R90095, gb|AI809445.1, gb|AI728059.1, gb|AA605456, gb|AA605465"
			mips_08_07
	Validation Accuracy: 6/12 (50.00%)
	Validation Frequency class 'mips_40_01': 49/2885 (1.70%)

	Evaluation on propertest data (4430 items):
	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_At2g43930 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g47030	mips_01_05_99	"putative pectinesterase"
			mips_30_01
			mips_40_01
	at_At2g47040	mips_01_05_01	"putative pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g14310	mips_01_05_99	"pectin methylesterase like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g43270	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g52840	mips_01	"beta-galactosidase precursor - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30
			mips_30_01
			mips_40
			mips_40_01
			mips_40_25
	at_At3g60730	mips_01_05_01	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_40_01
	at_At4g00190	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g02300	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At1g20320 -	mips_03_03_02	"hypothetical protein"
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_05
			mips_30_10
			mips_40_07
	at_At5g04970	mips_01_05_99	"pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At5g10880 -	mips_05_10	"putative protein"
			mips_06_10
			mips_63_03_03
			mips_63_11
	at_At1g23200	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At5g20860	mips_01_05	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_30
			mips_40_01
	at_At5g51500	mips_01_05_99	"pectinesterase"
			mips_30_01
			mips_40_01
	at_At5g59220 -	mips_06_07_03	"protein phosphatase 2C - like"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_63_17_07
	at_At5g60300 -	mips_10_05	"receptor like protein kinase"
	Propertest Accuracy: 12/18 (66.67%)
	Propertest Frequency class 'mips_40_01': 85/4430 (1.92%)

	New (unknown) data (2885 items):
	at_At1g02810 -	no entry	null
	at_At5g54380 -	no entry	null
	at_At4g07760 -	no entry	null
	at_At4g12700 -	no entry	null
	at_At5g25150 -	no entry	null
	at_At1g66480 -	no entry	null
	at_At1g80910 -	no entry	null
	at_At2g46850 -	no entry	null
	at_At3g29750 -	no entry	null
	at_At5g37480 -	no entry	null
	at_At1g23520 -	no entry	null
	at_At5g55650 -	no entry	null
	at_At1g34550 -	no entry	null
	at_At1g73810 -	no entry	null
	at_At4g09400 -	no entry	null


------------------
Rule 8605
	beta_dist(_1,0.0-5.15),coil_dist(_1,41.76-48.08) = 0
	ss(_1,_3,a,_2),c_len(_2,15.0-30.0),a_len(_3,30.0-1200.0) = 1
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,a,_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) = 1
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
	->  class mips_67_11 "peptide transporters"

	Evaluation on training data (5760 items):
	at_At5g46050	mips_67_11	"peptide transporter"
	at_At1g27040	mips_67_10	"putative nitrate transporter (At1g27040)"
			mips_67_11
	at_At1g27080	mips_67_11	"nitrite transporter, putative"
	at_At1g33440	mips_67_11	"nitrate transporter NTL1, putative"
	at_At1g62200	mips_67_11	"unknown protein (At1g62200)"
	at_At1g68570	mips_67_11	"peptide transporter, putative"
	at_At2g02020	mips_67_10	"putative peptide/amino acid transporter"
			mips_67_11
	at_At1g18880	mips_67	"putative protein"
			mips_67_10
			mips_67_11
	at_At5g19640	mips_67_11	"peptide transport protein-like"
	Training Accuracy: 9/9 (100.00%)
	Training Frequency class 'mips_67_11': 31/5760 (0.54%)

	Evaluation on validation data (2885 items):
	at_At1g72140	mips_67_11	"peptide transporter PTR2-B, putative"
	at_At1g09960 -	mips_33	"putative sucrose/H+ symporter"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At3g47960	mips_67	"putative peptide transporter"
			mips_67_10
			mips_67_11
	at_At3g53960	mips_67_11	"transporter like protein"
	at_At3g54140	mips_67	"peptide transport - like protein"
			mips_67_11
	Validation Accuracy: 4/5 (80.00%)
	Validation Frequency class 'mips_67_11': 18/2885 (0.62%)

	Evaluation on propertest data (4430 items):
	at_At1g32450	mips_67_10	"peptide transporter PTR2-B, putative"
			mips_67_11
	at_At2g02040	mips_67_10	"histidine transport protein (PTR2-B)"
			mips_67_11
	at_At2g40460	mips_67_11	"putative PTR2 family peptide transporter"
	at_At3g16180	mips_67_11	"putative transport protein"
	at_At3g18670 -	mips_10	"hypothetical protein"
			mips_40_04
			mips_63_07
	at_At1g12110	mips_67	"nitrate/chlorate transporter CHL1"
			mips_67_11
	at_At3g25280	mips_67_11	"nitrate transporter, putative"
	at_At4g21680	mips_67_10	"peptide transporter - like protein"
			mips_67_11
	at_At5g01180	mips_67_11	"oligopeptide transporter - like protein"
	at_At1g22540	mips_67_11	"Similar to peptide transporter"
	at_At5g46040	mips_67_11	"peptide transporter"
	Propertest Accuracy: 10/11 (90.91%)
	Propertest Frequency class 'mips_67_11': 23/4430 (0.52%)

	New (unknown) data (2885 items):
	at_At5g48390 -	no entry	null
	at_At1g71270 -	no entry	null
	at_At4g17220 -	no entry	null


------------------
Rule 8588
	ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,15.0-30.0),b_len(_2,1.0-3.0) = 1
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 1
	->  class mips_67_11 "peptide transporters"

	Evaluation on training data (5760 items):
	at_At5g46050	mips_67_11	"peptide transporter"
	at_At1g69870	mips_67_11	"unknown protein"
	at_At2g26690	mips_67	"putative nitrate transporter"
			mips_67_10
			mips_67_11
	at_At2g30300 -	mips_01_05_07	"hypothetical protein"
			mips_08_16
			mips_63_99
			mips_67_04
			mips_67_07
	at_At3g25260	mips_67_11	"nitrate transporter, putative"
	at_At3g45700	mips_67_11	"putative transporter protein"
	Training Accuracy: 5/6 (83.33%)
	Training Frequency class 'mips_67_11': 31/5760 (0.54%)

	Evaluation on validation data (2885 items):
	at_At2g05760 -	mips_01_03	"putative membrane transporter"
			mips_01_03_19
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At3g45710	mips_67_10	"putative transporter protein"
			mips_67_11
	at_At3g47960	mips_67	"putative peptide transporter"
			mips_67_10
			mips_67_11
	at_At1g49960 -	mips_01_03	"permease, putative"
			mips_01_03_19
			mips_03_01
			mips_08
			mips_40_02
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_99
	Validation Accuracy: 2/4 (50.00%)
	Validation Frequency class 'mips_67_11': 18/2885 (0.62%)

	Evaluation on propertest data (4430 items):
	at_At1g74810 -	mips_67	"putative anion exchanger"
			mips_67_04_07
			mips_67_50_03
			mips_67_50_05
	at_At3g11820 -	mips_04_09	"putative syntaxin"
			mips_40_09
	at_At3g16180	mips_67_11	"putative transport protein"
	at_At3g45720	mips_67_11	"putative transporter protein"
	at_At4g25570 -	mips_02_11	"unknown protein"
			mips_67
			mips_67_15
	at_At5g60780 -	mips_67_04_07	"high affinity nitrate transporter protein - like"
			mips_67_50_03
	Propertest Accuracy: 2/6 (33.33%)
	Propertest Frequency class 'mips_67_11': 23/4430 (0.52%)

	New (unknown) data (2885 items):
	at_At5g45480 -	no entry	null


------------------
Rule 4171
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_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),alpha_dist(_1,0.0-13.03) = 0
	ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),c_len(_2,9.0-11.0),b_len(_3,9.0-11.0) = 1
	ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,1.0-3.0),b_len(_3,11.0-15.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,29.93-101.0),alpha_dist(_1,0.0-13.03),c_len(_2,9.0-11.0) = 0
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,0.0-13.03) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5760 items):
	at_At1g02460	mips_01_05_01_01_01	"polygalacturonase PG1, putative"
			mips_30_01
	at_At1g23460	mips_01_05_01_01_01	"putative polygalacturonase precursor"
	at_At5g44840	mips_01_05_01_01_01	"polygalacturonase"
	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_At1g70500	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g05650	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g15450	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_30_01
	at_At2g23900	mips_01_05_01_01_01	"putative polygalacturonase"
			mips_01_20_99
	at_At3g07820	mips_01_05_01_01_01	"polygalacturonase (PGA3)"
	at_At3g07840	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_At3g16850	mips_01_05_01_01_01	"polygalacturonase like protein"
			mips_01_20_99
			mips_30_01
	at_At3g26610	mips_01_05_01_01_01	"polygalacturonase, putative"
			mips_30_01
	at_At3g48950	mips_01_05_01_01_01	"endo-polygalacturonase - like protein"
			mips_01_20_99
			mips_30_01
	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_At4g23500	mips_01_05_01_01_01	"putative protein"
			mips_01_20_99
	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_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
	Training Accuracy: 21/21 (100.00%)
	Training Frequency class 'mips_01_05': 693/5760 (12.03%)

	Evaluation on validation data (2885 items):
	at_At1g80170	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g03450 -	mips_01_04	"putative purple acid phosphatase"
	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_At4g34980 -	mips_06_13_04	"subtilisin proteinase - like"
	at_At5g14650	mips_01_05_01_01	"polygalacturonase - like protein"
			mips_01_05_01_01_01
	at_At1g48100	mips_01_05_01_01_01	"polygalacturonase PG1, putative"
	Validation Accuracy: 6/8 (75.00%)
	Validation Frequency class 'mips_01_05': 305/2885 (10.57%)

	Evaluation on propertest data (4430 items):
	at_At1g49320 -	mips_13_11_03	"hypothetical protein"
			mips_13_11_03_13
	at_At2g06510 -	mips_03_01_03	"putative replication protein A1"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10_99
	at_At2g43880	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g07830	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g07970	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g59850	mips_01_05	"polygalacturonase-like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
	at_At5g15950 -	mips_01_20_17_03	"S-adenosylmethionine decarboxylase (adoMetDC2)"
			mips_01_20_23
			mips_01_20_50
			mips_14_04_03
			mips_14_04_03_05
	at_At5g39910	mips_01_05_01_01_01	"polygalacturonase-like protein"
	Propertest Accuracy: 5/8 (62.50%)
	Propertest Frequency class 'mips_01_05': 473/4430 (10.68%)

	New (unknown) data (2885 items):
	at_At1g02790 -	no entry	null
	at_At5g48140 -	no entry	null
	at_At3g59730 -	no entry	null
	at_At4g05260 -	no entry	null
	at_At5g19580 -	no entry	null
	at_At3g45350 -	no entry	null
	at_At4g17280 -	no entry	null
	at_At5g03360 -	no entry	null
	at_At5g18460 -	no entry	null
	at_At5g27530 -	no entry	null
	at_At5g43950 -	no entry	null
	at_At1g52940 -	no entry	null
	at_At1g53080 -	no entry	null
	at_At1g70550 -	no entry	null
	at_At2g17750 -	no entry	null
	at_At2g20620 -	no entry	null
	at_At5g47940 -	no entry	null
	at_At1g28500 -	no entry	null


------------------
Rule 8377
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 0
	ss(_1,_3,b,_2),b_len(_3,9.0-11.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,30.0-1200.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0),ss(_1,_6,a,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 0
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5760 items):
	at_At5g45380 -	mips_08	"urea active transporter-like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_01_03
			mips_13_01_03_99
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_07
			mips_67_07_99
			mips_67_21
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g59250	mips_01_05_04	"D-xylose-H+ symporter - like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At1g34130 -	mips_67_07	"putative protein"
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g05030	mips_01	"putative sugar transporter protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g73220	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At1g77210	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g05570	mips_01_05	"putative glucan synthase"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_99
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_05
			mips_30
			mips_30_01
			mips_40_02
	at_At1g08900	mips_01_05_07	"Beta integral like membrane protein"
			mips_08_19
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08930	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g43330	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At1g16390	mips_01_05_07	"putative transport protein"
			mips_11_07_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At4g21480	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At4g25220	mips_01_05_07	"putative protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g34950	mips_01_05_07	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_08_16
			mips_08_19
			mips_40_02
			mips_40_30
			mips_63_99
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At5g14120	mips_01_01	"nodulin-like protein"
			mips_01_01_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_16
			mips_63_99
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_99
			mips_67_10
	at_At5g16150	mips_01_05	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_40_30
			mips_67
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At5g23270	mips_01_05_04	"monosaccharide transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	Training Accuracy: 18/20 (90.00%)
	Training Frequency class 'mips_01_05': 693/5760 (12.03%)

	Evaluation on validation data (2885 items):
	at_At1g54730	mips_01_05_04	"Unknown protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g67300	mips_01	"putative transport protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g79820	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g20780	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g28120 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g35740	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g18830	mips_01_05_07	"sugar transporter like protein"
			mips_08_19
			mips_67_07
	at_At3g46180 -	mips_40_22	"putative protein"
			mips_67_07
	at_At4g04750	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At5g50520	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	Validation Accuracy: 9/11 (81.82%)
	Validation Frequency class 'mips_01_05': 305/2885 (10.57%)

	Evaluation on propertest data (4430 items):
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g79410	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At2g03250 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_13_11_03
			mips_13_11_03_07
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_03
	at_At2g15820 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g16660 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At1g08920	mips_01_05_04	"putative sugar transport protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g39210	mips_01_05_07	"nodulin-like protein"
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g40090 -	mips_06_07_03	"ABC transporter like protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
			mips_63_99
	at_At2g42850 -	mips_01_06	"putative cytochrome P450"
	at_At3g09990 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_03_19
			mips_67_17
	at_At3g19930	mips_01_05_07	"monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At1g11260	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At4g24120 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g36670	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At5g50630	mips_01_05_07	"nodulin-like protein"
			mips_08_19
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
	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_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	at_At5g62730 -	mips_67_04_07	"nitrate transporter NTL1 - like protein"
			mips_67_11
	Propertest Accuracy: 9/18 (50.00%)
	Propertest Frequency class 'mips_01_05': 473/4430 (10.68%)

	New (unknown) data (2885 items):
	at_At5g45530 -	no entry	null
	at_At1g59720 -	no entry	null
	at_At1g73970 -	no entry	null
	at_At2g06500 -	no entry	null
	at_At3g59090 -	no entry	null
	at_At4g04480 -	no entry	null
	at_At4g12590 -	no entry	null
	at_At5g38460 -	no entry	null
	at_At1g01550 -	no entry	null
	at_At1g15690 -	no entry	null
	at_At1g48010 -	no entry	null
	at_At2g32970 -	no entry	null
	at_At3g13770 -	no entry	null
	at_At3g28810 -	no entry	null
	at_At4g05130 -	no entry	null
	at_At4g27720 -	no entry	null
	at_At5g45540 -	no entry	null
	at_At5g55360 -	no entry	null


------------------
Rule 6973
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 1
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),a_len(_2,6.0-9.0) = 1
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,30.0-1200.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
	ss(_1,_3,c,_2),a_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,15.0-30.0) = 1
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),c_len(_2,15.0-30.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,3.0-6.0) = 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(_4,15.0-30.0) = 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(_4,6.0-9.0) = 0
	ss(_1,_3,b,_2),a_len(_2,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,b,_2),a_len(_2,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 1
	ss(_1,_3,a,_2),c_len(_2,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 1
	ss(_1,_3,a,_2),b_len(_2,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,3.0-6.0) = 0
	ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,45.54-101.0) = 0
	->  class mips_08_01 "nuclear transport"

	Evaluation on training data (5760 items):
	at_At5g50900	mips_08_01	"unknown protein"
			mips_40_10_05
	at_At1g26170	mips_08_01	"hypothetical protein"
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_40_10_05
	at_At1g44120	mips_06_10	"hypothetical protein"
			mips_08_01
	at_At1g60190	mips_08_01	""
			mips_30_10_05
			mips_40_10_05
	at_At1g61350 -	mips_40_10_05	"unknown"
	at_At1g68940	mips_06_10	"hypothetical protein"
			mips_08_01
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At1g71020	mips_08_01	"unknown protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At2g16960 -	mips_06_04	"putative importin, beta subunit"
			mips_08
	at_At2g45720	mips_03_01_05	"unknown protein"
			mips_03_01_05_03
			mips_08_01
	at_At2g46520	mips_08_01	"putative cellular apoptosis susceptibility protein"
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g26600	mips_08_01	"unknown protein"
			mips_30_10_05
			mips_40_10_05
	at_At3g46510	mips_06_04	"arm repeat containing protein homolog"
			mips_08_01
			mips_13_07
			mips_30_10_05
			mips_40_10_05
	at_At3g52450	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
	at_At4g34940	mips_08_01	"putative protein"
			mips_08_13
			mips_30_10
	at_At5g03070	mips_08_01	"importin alpha - like protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	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
	Training Accuracy: 14/16 (87.50%)
	Training Frequency class 'mips_08_01': 63/5760 (1.09%)

	Evaluation on validation data (2885 items):
	at_At1g65540 -	mips_04_05_05	"hypothetical protein"
			mips_04_05_05_01
	at_At1g70590 -	mips_01_05_04	"unknown protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_05
			mips_40_10_99
	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_At2g06210 -	mips_05	"putative TPR repeat nuclear phosphoprotein"
			mips_06_07
			mips_20
			mips_40_03
			mips_63_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_At2g44200 -	mips_62	"putative protein"
			mips_62_01
			mips_62_01_07
			mips_63_17
			mips_63_17_01
	at_At3g60350 -	mips_05	"Arm repeat containing protein - like"
			mips_06_04
			mips_40_10_05
	at_At5g01830	mips_06	"putative protein"
			mips_08_01
			mips_10
			mips_10_01_01
			mips_30_10
			mips_30_10_05
			mips_40_10
			mips_40_10_05
			mips_63_01
	at_At5g27270 -	mips_05_07	"putative protein"
	at_At5g56290 -	mips_30_19	"peroxisomal targeting signal type 1 receptor"
			mips_40_19
	at_At5g65920	mips_06_04	"Unknown protein (At5g65920; K14B20.9)"
			mips_06_10
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_05
	Validation Accuracy: 4/11 (36.36%)
	Validation Frequency class 'mips_08_01': 25/2885 (0.87%)

	Evaluation on propertest data (4430 items):
	at_At1g02690	mips_03_01_05_03	"importin alpha, putative"
			mips_08_01
			mips_30_10_05
			mips_40_10_05
	at_At2g25130 -	mips_03_01	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_03
			mips_06_04
			mips_40_10_05
	at_At2g33680 -	mips_02_30	"hypothetical protein"
	at_At3g08960	mips_03	"hypothetical protein"
			mips_06
			mips_06_04
			mips_08_01
			mips_14
			mips_25_05
			mips_40
			mips_40_10
			mips_63_01
	at_At3g54850	mips_08_01	"putative protein"
			mips_13_07
			mips_30_10_05
	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_At5g28740 -	mips_03_03_01	"putative protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_25_05_10
	at_At5g49310	mips_03_01_05_03	"importin alpha"
			mips_03_03_01_01
			mips_08_01
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At5g54610 -	mips_40_04	"ankyrin-repeat-containing protein-like"
			mips_63_07
	at_At5g58680	mips_08_01	"unknown protein"
			mips_30_10_05
			mips_40_10_05
	Propertest Accuracy: 6/10 (60.00%)
	Propertest Frequency class 'mips_08_01': 48/4430 (1.08%)

	New (unknown) data (2885 items):
	at_At1g02150 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g57250 -	no entry	null
	at_At1g67680 -	no entry	null
	at_At4g28600 -	no entry	null
	at_At1g77270 -	no entry	null
	at_At2g20720 -	no entry	null
	at_At4g22760 -	no entry	null
	at_At4g33990 -	no entry	null
	at_At5g48850 -	no entry	null
	at_At1g27460 -	no entry	null
	at_At2g36810 -	no entry	null
	at_At3g19250 -	no entry	null
	at_At1g14500 -	no entry	null
	at_At4g11000 -	no entry	null
	at_At4g35660 -	no entry	null


------------------
Rule 4390
	ss(_1,_3,b,_2),a_len(_2,3.0-6.0) = 0
	ss(_1,_3,b,_2),c_len(_2,1.0-3.0),b_len(_3,6.0-9.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),coil_dist(_1,1.54-41.76),c_len(_3,1.0-3.0) = 1
	ss(_1,_3,c,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,15.0-30.0) = 0
	ss(_1,_3,a,_2),b_len(_2,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),coil_dist(_1,1.54-41.76) = 0
	->  class mips_40_08 "Golgi"

	Evaluation on training data (5760 items):
	at_At5g43430 -	mips_01_06_04	"electron transfer flavoprotein beta-subunit-like"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_25
			mips_06_10
			mips_67_15
	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_At2g02500 -	mips_01_06_01_07	"2-C-methyl-D-erythritol 4-phosphate cytidyltransferase (ATMEPCT)"
	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_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_At2g35590 -	mips_62_02_01_02	"putative serpin"
			mips_62_02_01_02_03
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_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_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_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_At4g15780	mips_08_07	"SYBL1 like protein"
			mips_40_08
			mips_40_09
	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_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
	Training Accuracy: 8/15 (53.33%)
	Training Frequency class 'mips_40_08': 125/5760 (2.17%)

	Evaluation on validation data (2885 items):
	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_At1g59730 -	mips_01_03_04	"hypothetical protein"
			mips_06_07_99
			mips_11_07_99
			mips_40_27
	at_At2g24040 -	mips_05	"unknown protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_08
			mips_11_01
	at_At2g25240 -	mips_20_25_16	"putative serpin"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g35580 -	mips_20_25_16	"putative serpin"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g45220 -	mips_20_25_16	"serpin-like protein"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g49870	mips_06_04	"ADP-RIBOSYLATION FACTOR like protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At5g02280	mips_08_07	"unknown protein"
			mips_08_07_03
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_07
			mips_40_08
	at_At5g13070	mips_08_07	"putative protein"
			mips_08_07_07
			mips_20_25_16
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_03
			mips_40_08
			mips_48
			mips_63_09
			mips_67_13
	at_At5g57290 -	mips_05_01	"60S acidic ribosomal protein P3"
	at_At5g62980 -	mips_01_07	"dihydroneopterin aldolase-like protein"
			mips_01_07_01
	at_At1g47710 -	mips_06_13	"serpin, putative"
			mips_20_25
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	Validation Accuracy: 4/12 (33.33%)
	Validation Frequency class 'mips_40_08': 65/2885 (2.25%)

	Evaluation on propertest data (4430 items):
	at_At1g02430	mips_06_04	"hypothetical protein"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g02440 -	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g03650 -	mips_03_01_99	"hypothetical protein"
			mips_06_07_04
			mips_30_10
			mips_40_37
	at_At1g64030 -	mips_06	"hypothetical protein"
			mips_06_13
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_02
			mips_40_03
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At1g80800 -	mips_05_01	"ribosomal protein, putative"
			mips_05_01_01
			mips_40_07
			mips_63_03_03
	at_At2g14570 -	mips_29	"Mutator-like transposase"
			mips_29_02
	at_At2g26390 -	mips_20_25_16	"putative serpin"
			mips_40_10
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g10950 -	mips_05_01	"putative 60S ribosomal protein L37a"
			mips_05_01_01
			mips_05_04
	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_At4g12170 -	mips_02_11	"putative protein"
			mips_06_01
			mips_11_07
			mips_25_05_25
			mips_40_07
	at_At5g09490 -	mips_05_01	"ribosomal protein S15-like"
			mips_05_01_01
			mips_30_99
			mips_63_03_01
			mips_63_03_03
			mips_63_07
	at_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_At1g27970 -	mips_06_04	"unknown protein"
			mips_08_01
			mips_14_01
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
			mips_40_10_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: 2/14 (14.29%)
	Propertest Frequency class 'mips_40_08': 96/4430 (2.17%)

	New (unknown) data (2885 items):
	at_At1g35310 -	no entry	null
	at_At1g77910 -	no entry	null
	at_At2g03570 -	no entry	null
	at_At3g16670 -	no entry	null
	at_At3g22050 -	no entry	null
	at_At3g43410 -	no entry	null
	at_At1g14800 -	no entry	null
	at_At4g25890 -	no entry	null
	at_At4g28290 -	mips_99	"unknown protein"
	at_At5g39940 -	no entry	null
	at_At2g25500 -	no entry	null
	at_At4g38090 -	no entry	null
	at_At5g43570 -	no entry	null
	at_At5g55650 -	no entry	null
	at_At1g68500 -	no entry	null
	at_At2g14110 -	no entry	null
	at_At1g08390 -	no entry	null
	at_At2g31700 -	no entry	null
	at_At2g43540 -	no entry	null
	at_At4g30050 -	mips_99	"hypothetical protein"
	at_At5g57680 -	no entry	null


------------------
Rule 8086
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,11.0-15.0) = 0
	ss(_1,_3,b,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
	ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
	ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),coil_dist(_1,60.98-101.0),c_len(_2,15.0-30.0) = 1
	ss(_1,_3,a,_2),alpha_dist(_1,13.03-23.6),c_len(_2,15.0-30.0),a_len(_3,1.0-3.0) = 0
	ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 1
	ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,1.0-3.0) = 0
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5760 items):
	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_At5g49290	mips_08_13	"disease resistance protein-like"
			mips_11_05_01
	at_At1g29740	mips_08_13	"Putative receptor-like serine/threonine kinase"
			mips_11_05_01
	at_At1g34110	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g34420	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_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_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g02220	mips_06_04	"putative receptor-like protein kinase"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g15080	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g32660	mips_10_01	"putative disease resistance protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
			mips_14
			mips_14_01
			mips_14_01_03
	at_At3g11010	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_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_At3g14840	mips_11_05_01	"receptor-like serine/threonine kinase, putative"
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g47090	mips_11_05_01	"receptor kinase-like protein"
	at_At4g04220 -	mips_08_13	"putative disease resistance protein, predicted GPI-anchored protein"
	at_At4g08850	mips_06	"receptor protein kinase like protein"
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At4g13900	mips_08_13	"putative disease resistance protein"
			mips_11_05_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_At1g17230 -	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17240 -	mips_08_13	"putative receptor protein kinase, predicted GPI-anchored protein"
	at_At1g17250	mips_08_13	"putative receptor protein kinase"
			mips_11_05_01
	at_At1g17750	mips_08_13	"hypothetical protein"
			mips_11_05_01
	Training Accuracy: 20/24 (83.33%)
	Training Frequency class 'mips_11_05': 259/5760 (4.50%)

	Evaluation on validation data (2885 items):
	at_At1g74170	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	at_At2g27210 -	mips_02	"putative phosphoprotein phosphatase"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At2g33020	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33080	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At2g34930 -	mips_08_13	"putative disease resistance protein"
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At1g11130 -	mips_10_05	"leucine-rich repeat transmembrane protein kinase, putative"
			mips_40_01
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g61240	mips_10_05	"Cf-5 disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	Validation Accuracy: 4/9 (44.44%)
	Validation Frequency class 'mips_11_05': 123/2885 (4.26%)

	Evaluation on propertest data (4430 items):
	at_At1g33590	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g65380	mips_08_13	"putative protein"
			mips_11_05_01
	at_At1g71400	mips_06	"putative disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_11_05
			mips_11_05_01
	at_At2g32680	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g33060	mips_08_13	"putative leucine-rich repeat disease resistance protein"
			mips_11_05_01
	at_At3g25020 -	mips_08_13	"disease resistance protein, putative"
	at_At4g13820 -	mips_08_13	"putative disease resistance protein"
	at_At4g29240 -	mips_10_01	"extensin-like protein"
			mips_10_01_01
			mips_40_01
	at_At5g06940	mips_08_13	"receptor protein kinase-like protein"
			mips_11_05_01
	at_At5g49780	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g63930	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At1g29730	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	Propertest Accuracy: 9/12 (75.00%)
	Propertest Frequency class 'mips_11_05': 199/4430 (4.49%)

	New (unknown) data (2885 items):
	at_At5g62230 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At1g31600 -	no entry	null
	at_At2g15560 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At3g25000 -	no entry	null
	at_At1g13230 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At5g06860 -	no entry	null
	at_At5g21090 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At1g53730 -	no entry	null
	at_At1g68780 -	no entry	null
	at_At1g73070 -	no entry	null
	at_At2g24230 -	no entry	null
	at_At3g08020 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At1g13910 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At1g29750 -	no entry	null


------------------
Rule 8104
	ss(_1,_3,a,_2),a_len(_3,1.0-3.0) = 1
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
	ss(_1,_3,b,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
	ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),coil_dist(_1,60.98-101.0),c_len(_2,15.0-30.0) = 1
	ss(_1,_3,a,_2),a_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
	->  class mips_08_13 "vacuolar transport"

	Evaluation on training data (5760 items):
	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_At5g48940	mips_08_13	"receptor protein kinase-like protein"
	at_At5g49290	mips_08_13	"disease resistance protein-like"
			mips_11_05_01
	at_At5g56040	mips_08_13	"receptor protein kinase-like protein"
	at_At1g28440	mips_08_13	"hypothetical protein"
	at_At1g29740	mips_08_13	"Putative receptor-like serine/threonine kinase"
			mips_11_05_01
	at_At1g34110	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g34420	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_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_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At1g74360	mips_08_13	"putative receptor protein kinase (At1g74360)"
	at_At2g01820 -	mips_14_01_03	"putative receptor-like protein kinase"
	at_At2g02220	mips_06_04	"putative receptor-like protein kinase"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g15080	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g24130	mips_08_13	"putative receptor-like protein kinase"
	at_At1g09970	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At2g32660 -	mips_10_01	"putative disease resistance protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
			mips_14
			mips_14_01
			mips_14_01_03
	at_At3g11010	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_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_At3g13065	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g14840 -	mips_11_05_01	"receptor-like serine/threonine kinase, putative"
	at_At3g23750	mips_08_13	"receptor-like kinase, putative"
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g47090 -	mips_11_05_01	"receptor kinase-like protein"
	at_At3g53240	mips_08_13	"disease resistance - like protein"
	at_At3g56100 -	mips_14_01_03	"putative protein"
	at_At4g04220	mips_08_13	"putative disease resistance protein, predicted GPI-anchored protein"
	at_At4g08850	mips_06	"receptor protein kinase like protein"
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At4g13900	mips_08_13	"putative disease resistance protein"
			mips_11_05_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_At1g17230	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17240	mips_08_13	"putative receptor protein kinase, predicted GPI-anchored protein"
	at_At1g17250	mips_08_13	"putative receptor protein kinase"
			mips_11_05_01
	at_At1g17750	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At4g36180	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At5g07280	mips_08_13	"receptor-like protein kinase-like protein"
	at_At5g27060	mips_08_13	"resistance protein - like"
	Training Accuracy: 33/39 (84.62%)
	Training Frequency class 'mips_08_13': 92/5760 (1.60%)

	Evaluation on validation data (2885 items):
	at_At1g74170	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	at_At2g25470	mips_08_13	"putative disease resistance protein"
	at_At2g27210 -	mips_02	"putative phosphoprotein phosphatase"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At2g33020	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33080	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At2g34930	mips_08_13	"putative disease resistance protein"
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g23120	mips_08_13	"disease resistance protein, putative"
	at_At1g11130 -	mips_10_05	"leucine-rich repeat transmembrane protein kinase, putative"
			mips_40_01
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g61240 -	mips_10_05	"Cf-5 disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	at_At5g65700 -	mips_10	"receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	Validation Accuracy: 6/13 (46.15%)
	Validation Frequency class 'mips_08_13': 44/2885 (1.53%)

	Evaluation on propertest data (4430 items):
	at_At1g33590	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g35710	mips_08_13	"protein kinase, putative"
	at_At1g65380	mips_08_13	"putative protein"
			mips_11_05_01
	at_At1g71400	mips_06	"putative disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_11_05
			mips_11_05_01
	at_At2g25440 -	mips_10_01	"putative disease resistance protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At2g32680	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g33060	mips_08_13	"putative leucine-rich repeat disease resistance protein"
			mips_11_05_01
	at_At2g33170	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At3g11080	mips_06_04	"hypothetical protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_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_At3g25020	mips_08_13	"disease resistance 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_At4g13820	mips_08_13	"putative disease resistance protein"
	at_At4g20270	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g29240 -	mips_10_01	"extensin-like protein"
			mips_10_01_01
			mips_40_01
	at_At5g06940	mips_08_13	"receptor protein kinase-like protein"
			mips_11_05_01
	at_At5g10020	mips_06_04	"receptor protein kinase -like(fragment)"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g25910	mips_06_04	"disease resistance protein - like"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At5g25930	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	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_At5g49780	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g63930	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At1g29730	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	Propertest Accuracy: 19/23 (82.61%)
	Propertest Frequency class 'mips_08_13': 68/4430 (1.53%)

	New (unknown) data (2885 items):
	at_At5g62230 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At1g31600 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g75640 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At2g41820 -	no entry	null
	at_At3g25000 -	no entry	null
	at_At1g13230 -	no entry	null
	at_At1g14390 -	no entry	null
	at_At3g47570 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g06860 -	no entry	null
	at_At5g18830 -	no entry	null
	at_At5g34990 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At3g25670 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g51350 -	no entry	null
	at_At1g53730 -	no entry	null
	at_At1g68780 -	no entry	null
	at_At1g73070 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At2g24230 -	no entry	null
	at_At2g47090 -	no entry	null
	at_At3g08020 -	no entry	null
	at_At3g14350 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At1g13910 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At1g29750 -	no entry	null


------------------
Rule 6833
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,15.0-30.0) = 0
	ss(_1,_3,a,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 1
	ss(_1,_3,a,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 1
	->  class mips_63_17 "metal binding"

	Evaluation on training data (5760 items):
	at_At1g02060 -	mips_04_05_99	"unknown protein"
	at_At5g49480	mips_10_01_09	"NaCl-inducible Ca2+-binding protein-like; calmodulin-like"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At1g24620	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At1g54140 -	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_40_10_99
	at_At1g62820	mips_06_07_03	"calmodulin, putative"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g73630	mips_63_17_01	"calmodulin like protein"
	at_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_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_At2g46600	mips_10_01_09	"caltractin like protein"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At1g12310 -	mips_10_01_09	"putative protein"
			mips_10_01_09_03
	at_At3g18430	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_10_05
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At3g50360	mips_10_01	"centrin"
			mips_10_01_09
			mips_10_01_09_03
			mips_40_02
			mips_40_03
			mips_63_01
			mips_63_17_01
	at_At4g01420	mips_63_17	"putative calcium-regulated protein phosphatase"
			mips_63_17_01
	at_At4g27280	mips_06_07_03	"unknown protein"
			mips_06_10
			mips_10_01_05
			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
			mips_62_01
			mips_62_01_01
			mips_63_17
			mips_63_17_01
	at_At1g18210	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At1g18530	mips_63_17_01	"hypothetical protein"
	at_At4g37010	mips_10_01_09	"caltractin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g17470	mips_63_17	"calmodulin-like protein"
			mips_63_17_01
	Training Accuracy: 16/21 (76.19%)
	Training Frequency class 'mips_63_17': 255/5760 (4.43%)

	Evaluation on validation data (2885 items):
	at_At1g64480	mips_10_05	"calcineurin B-like protein"
			mips_11_01
			mips_13_05
			mips_40_02
			mips_40_32
			mips_63_17
			mips_63_17_01
	at_At1g80150 -	mips_04_05_99	""
	at_At3g25600	mips_10_01_09	"calmodulin, putative"
			mips_10_01_09_03
			mips_63_17_01
	at_At4g03290	mips_63_17_01	"putative calmodulin"
	at_At5g24270	mips_63_17	"calcium sensor homolog (gb|AAC26110.1)"
			mips_63_17_01
	at_At5g47100	mips_20_25_01	"calcium sensor protein, calcineurin-like"
			mips_20_25_01_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_63_17_01
	Validation Accuracy: 5/6 (83.33%)
	Validation Frequency class 'mips_63_17': 148/2885 (5.13%)

	Evaluation on propertest data (4430 items):
	at_At1g32250	mips_10_01_09	"calmodulin, putative"
			mips_10_01_09_03
			mips_13_05
			mips_40_32
			mips_63_17_01
	at_At1g66400	mips_10	"calmodulin-related protein"
			mips_10_01
			mips_10_01_09
			mips_10_01_09_03
			mips_40_02
			mips_40_03
			mips_63
			mips_63_01
			mips_63_17_01
	at_At1g04830 -	mips_03_03_01	"hypothetical protein"
			mips_03_03_01_03
			mips_10
			mips_14_01_03
			mips_14_01_03_01
			mips_14_04_07
			mips_25_05_25
			mips_33
			mips_33_03
			mips_62_02_01_01
			mips_63_01
	at_At3g07490	mips_10_05	"putative calmodulin"
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At1g11710 -	mips_04_05_99	"putative salt-inducible protein"
	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_At3g60960 -	mips_04_05_99	"putative protein"
	at_At5g37770	mips_10_01_09	"CALMODULIN-RELATED PROTEIN 2, TOUCH-INDUCED (TCH2)"
			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: 7/11 (63.64%)
	Propertest Frequency class 'mips_63_17': 206/4430 (4.65%)

	New (unknown) data (2885 items):
	at_At2g41410 -	no entry	null
	at_At4g14640 -	no entry	null
	at_At1g60770 -	no entry	null
	at_At1g80550 -	no entry	null
	at_At2g07720 -	no entry	null
	at_At4g12860 -	no entry	null
	at_At4g20780 -	no entry	null


------------------
Rule 8371
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,c,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,11.0-15.0) = 1
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,1.0-3.0) = 0
	ss(_1,_3,b,_2),b_len(_3,9.0-11.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,30.0-1200.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0),ss(_1,_6,a,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 0
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,6.0-9.0) = 1
	->  class mips_67_07 "C-compound and carbohydrate transporters"

	Evaluation on training data (5760 items):
	at_At5g45380	mips_08	"urea active transporter-like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_01_03
			mips_13_01_03_99
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_07
			mips_67_07_99
			mips_67_21
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g59250	mips_01_05_04	"D-xylose-H+ symporter - like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At5g62890	mips_01_03_19	"permease 1 - like protein"
			mips_67_07
			mips_67_07_99
			mips_67_50_03
			mips_67_99
	at_At1g34130	mips_67_07	"putative protein"
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g05030	mips_01	"putative sugar transporter protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g73220	mips_01_05_07	"putative transporter"
			mips_08_19
			mips_48
			mips_67_07
			mips_67_21
	at_At1g77210	mips_01	"hypothetical protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g08900	mips_01_05_07	"Beta integral like membrane protein"
			mips_08_19
			mips_40_30
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g08930	mips_01_05_07	"ERD6 protein"
			mips_08_19
			mips_67_07
	at_At2g43330	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At1g16390	mips_01_05_07	"putative transport protein"
			mips_11_07_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04_01
			mips_67_07
			mips_67_21
	at_At4g09810	mips_01_05_01_03_02	"hypothetical protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At4g21480	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At4g25220	mips_01_05_07	"putative protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g31600	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At4g34950	mips_01_05_07	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_08_16
			mips_08_19
			mips_40_02
			mips_40_30
			mips_63_99
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At4g39390	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At5g16150	mips_01_05	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_40_30
			mips_67
			mips_67_07
			mips_67_50_03
			mips_67_50_03_01
	at_At5g23270	mips_01_05_04	"monosaccharide transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	Training Accuracy: 21/21 (100.00%)
	Training Frequency class 'mips_67_07': 104/5760 (1.81%)

	Evaluation on validation data (2885 items):
	at_At1g54730	mips_01_05_04	"Unknown protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g67300	mips_01	"putative transport protein"
			mips_01_05
			mips_01_05_04
			mips_01_05_07
			mips_08
			mips_08_19
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_30
			mips_30_01
			mips_40
			mips_40_02
			mips_67
			mips_67_07
	at_At1g76430	mips_01_05_04	"putative phosphate transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At1g79820	mips_01_05_04	"putative hexose transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g28120 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At2g35740	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At3g18830	mips_01_05_07	"sugar transporter like protein"
			mips_08_19
			mips_67_07
	at_At3g19940	mips_01_05_07	"putative monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g46180	mips_40_22	"putative protein"
			mips_67_07
	at_At4g04750	mips_01_05_04	"putative sugar transporter"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At4g33700 -	mips_11	"unknown protein"
			mips_11_05
			mips_11_05_05
			mips_11_05_05_01
			mips_11_07
			mips_11_07_05
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_30
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g22570 -	mips_67_11	"Similar to LeOPT1 [Lycopersicon esculentum"
	Validation Accuracy: 10/13 (76.92%)
	Validation Frequency class 'mips_67_07': 63/2885 (2.18%)

	Evaluation on propertest data (4430 items):
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g51640 -	mips_08_16	"hypothetical protein"
			mips_13_03
			mips_13_03_01
			mips_40_04_03
	at_At1g69850 -	mips_67_11	"nitrate transporter (NTL1)"
	at_At1g79410	mips_01_05_07	"hypothetical protein"
			mips_67_04
			mips_67_07
			mips_67_21
	at_At2g15820 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g16660 -	mips_08_16	"nodulin-like protein"
			mips_63_99
	at_At1g08920	mips_01_05_04	"putative sugar transport protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At2g39210	mips_01_05_07	"nodulin-like protein"
			mips_43
			mips_43_03
			mips_43_03_07
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_07
			mips_67_07_99
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g40090 -	mips_06_07_03	"ABC transporter like protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
			mips_63_99
	at_At1g11260	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At3g20460	mips_01_05_04	"sugar transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At4g24120 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g36670	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
	at_At5g26820 -	mips_67_04_01	"unknown protein"
			mips_67_04_01_01
	at_At5g28470 -	mips_67_11	"peptide transporter - like protein"
	at_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	at_At5g62730 -	mips_67_04_07	"nitrate transporter NTL1 - like protein"
			mips_67_11
	Propertest Accuracy: 8/17 (47.06%)
	Propertest Frequency class 'mips_67_07': 68/4430 (1.53%)

	New (unknown) data (2885 items):
	at_At5g45530 -	no entry	null
	at_At5g54860 -	no entry	null
	at_At1g04570 -	no entry	null
	at_At1g59720 -	no entry	null
	at_At1g73970 -	no entry	null
	at_At2g06500 -	no entry	null
	at_At2g34220 -	no entry	null
	at_At2g46080 -	no entry	null
	at_At3g59090 -	no entry	null
	at_At4g04480 -	no entry	null
	at_At4g12590 -	no entry	null
	at_At1g01550 -	no entry	null
	at_At3g29450 -	no entry	null
	at_At1g15690 -	no entry	null
	at_At5g19930 -	no entry	null
	at_At1g48010 -	no entry	null
	at_At2g32970 -	no entry	null
	at_At3g28810 -	no entry	null
	at_At4g05130 -	no entry	null
	at_At4g27720 -	no entry	null
	at_At5g45540 -	no entry	null
	at_At5g55360 -	no entry	null


------------------
Rule 6933
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 0
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),a_len(_3,15.0-30.0) = 1
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 1
	ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
	ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
	ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 1
	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(_4,6.0-9.0) = 1
	->  class mips_67_07 "C-compound and carbohydrate transporters"

	Evaluation on training data (5760 items):
	at_At5g48970	mips_01_05_07	"mitochondrial carrier protein-like"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At1g79900	mips_01_05_07	"putative carnitine/acylcarnitine translocase"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At2g16120	mips_01_05	"putative sugar transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At2g17270	mips_01_03_01	"putative mitochondrial phosphate translocator protein"
			mips_01_03_01_01
			mips_01_05_07
			mips_08_04
			mips_30_16
			mips_67_04_07
			mips_67_07
	at_At1g14140	mips_01_05_07	"putative mitochondrial uncoupling protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At1g14560	mips_01	"mitochondrial carrier protein, putative"
			mips_01_03
			mips_01_03_19
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
			mips_67_16
	at_At3g51870	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At3g54110	mips_01_05_07	"uncoupling protein (ucp/PUMP)"
			mips_02_13
			mips_02_99
			mips_08_04
			mips_67_07
	at_At4g01100	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At4g26180	mips_01_03_19	"putative mitochondrial carrier protein"
			mips_01_05
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
			mips_67_16
	at_At4g32400 -	mips_08_04	"adenylate translocator (brittle-1) - like protein"
	at_At5g01340	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	Training Accuracy: 11/12 (91.67%)
	Training Frequency class 'mips_67_07': 104/5760 (1.81%)

	Evaluation on validation data (2885 items):
	at_At2g26360 -	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_16
	at_At1g07030	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
	at_At4g39460	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At5g19980	mips_08_02	"lipophosphoglycan biosynthetic protein - like"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At5g46110	mips_01_05_01_03_02	"phosphate/triose-phosphate translocator precursor (gb|AAC83815.1)"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g46800 -	mips_08_04	"carnitine/acylcarnitine translocase-like protein"
	at_At5g56450 -	mips_02_99	"ADP/ATP translocase-like protein"
			mips_67_01
			mips_67_01_99
	Validation Accuracy: 4/7 (57.14%)
	Validation Frequency class 'mips_67_07': 63/2885 (2.18%)

	Evaluation on propertest data (4430 items):
	at_At2g30160	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08
			mips_08_04
			mips_40_16
			mips_67
			mips_67_04
			mips_67_07
	at_At2g38050 -	mips_01_06	"3-oxo-5-alpha-steroid 4-dehydrogenase"
			mips_01_06_01
			mips_01_06_99
			mips_01_20
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_07
			mips_25_05_23
			mips_37
			mips_37_03
			mips_37_03_15
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_15
	at_At3g55640 -	mips_01_03_19	"Ca-dependent solute carrier - like protein"
			mips_08_04
			mips_67_99
	at_At3g57220 -	mips_01_04_01	"UDP-GlcNAc:dolichol phosphate N-acetylglucosamine-1-phosphate transferase-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_03_03_01
			mips_06_07_02
			mips_30_34
			mips_30_34_07
	at_At5g15640 -	mips_08	"putative mitochondrial carrier protein"
			mips_08_04
			mips_40_16
			mips_67_04
	Propertest Accuracy: 1/5 (20.00%)
	Propertest Frequency class 'mips_67_07': 68/4430 (1.53%)

	New (unknown) data (2885 items):
	at_At1g21620 -	no entry	null
	at_At5g59410 -	no entry	null
	at_At2g45870 -	no entry	null
	at_At3g17680 -	no entry	null
	at_At3g44690 -	no entry	null
	at_At5g28320 -	no entry	null
	at_At5g14990 -	no entry	null
	at_At5g09800 -	no entry	null


------------------
Rule 8578
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,9.0-11.0) = 0
	ss(_1,_3,a,_2),c_len(_2,15.0-30.0),a_len(_3,30.0-1200.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,15.0-30.0),b_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),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(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
	ss(_1,_3,c,_2),b_len(_2,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 1
	ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 0
	ss(_1,_3,a,_2),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
	ss(_1,_3,a,_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) = 1
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
	ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
	->  class mips_67_07 "C-compound and carbohydrate transporters"

	Evaluation on training data (5760 items):
	at_At5g42420	mips_01_05_01_03_02	"putative protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g43350	mips_01_05_07	"phosphate transporter (gb|AAB17265.1)"
			mips_08_19
			mips_67_04_07
			mips_67_07
	at_At5g50140 -	mips_40_08	"ankyrin-like protein"
			mips_67_99
	at_At5g55950	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g59740	mips_01_05_07	"protein serine /threonine kinase - like protein"
			mips_40_08
			mips_40_22
			mips_67_07
	at_At1g30560	mips_01_05_07	"unknown protein, 5' partial"
			mips_08_19
			mips_45_03_17
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At1g61630 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT7 (ENT7)"
	at_At1g61800	mips_01_05	"Similar to glucose-6-phosphate/phosphate-translocator"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_04
			mips_08_02
			mips_10
			mips_40_10
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At1g66570	mips_33	"hypothetical protein"
			mips_33_03
			mips_33_03_99
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g71890	mips_33	"putative sucrose transport protein"
			mips_33_03
			mips_33_03_99
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g02860	mips_33	"Sucrose transporter (suc3)"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g13120	mips_01_05_04	"pseudogene; similar to MURA transposase of maize Mutator transposon"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
			mips_67_50_03
	at_At2g16120	mips_01_05	"putative sugar transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At2g22730	mips_01_05_07	"hypothetical protein"
			mips_08_19
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At2g26900	mips_13_01	"putative Na+ dependent ileal bile acid transporter"
			mips_13_01_01
			mips_40_30
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_99
			mips_67_28
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
			mips_67_99
	at_At2g33820	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At2g37450 -	mips_01_04	"nodulin-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	at_At1g12500	mips_01_05_01_03_02	"hypothetical protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At3g18200 -	mips_25_03	"integral membrane protein, putative"
	at_At3g30340 -	mips_01_04	"hypothetical protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_25_03
	at_At3g47420	mips_01_04	"putative sugar transporter protein"
			mips_01_04_07
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_07
			mips_67_04_07_07
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_99
	at_At4g02050	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g28040 -	mips_25_03	"Medicago nodulin N21-like protein"
	at_At1g18940	mips_01_05_07	"hypothetical protein"
			mips_67_07
			mips_67_99
	at_At4g32510 -	mips_67_04	"putative protein"
			mips_67_04_07
			mips_67_50
			mips_67_50_05
	at_At4g38050	mips_01_03_19	"putative protein"
			mips_67_07
			mips_67_07_99
			mips_67_99
	at_At5g06170	mips_33	"sucrose transporter protein"
			mips_33_03
			mips_33_03_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g20860	mips_01_04_07	"putative inorganic phosphate transporter protein"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_67
			mips_67_04_07
			mips_67_07
	at_At5g17010	mips_01_05_07	"sugar transporter - like protein"
			mips_08_19
			mips_67_07
	at_At5g17630	mips_01_05_01	"glucose 6 phosphate/phosphate translocator-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50_05
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	Training Accuracy: 24/31 (77.42%)
	Training Frequency class 'mips_67_07': 104/5760 (1.81%)

	Evaluation on validation data (2885 items):
	at_At1g76340	mips_01	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At2g30080 -	mips_13_01	"putative Fe(II) transport protein"
			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
	at_At2g32830	mips_01_04_07	"putative phosphate transporter"
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_13_11_03
			mips_13_11_03_01
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At3g12360 -	mips_63_07	"unknown protein"
	at_At3g14410	mips_01_05_01_03_02	"unknown protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At3g17430	mips_01_05_01	"Unknown protein (At3g17430; MTO12.2)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08
			mips_08_02
			mips_10_05
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g15080 -	mips_01_06_10	"putative phosphatidic acid phosphatase"
			mips_03_03_03
			mips_13_05
			mips_13_05_01
			mips_25_05_25
	at_At3g45060 -	mips_01_04_07	"high-affinity nitrate transporter - like protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50_03
	at_At3g56620 -	mips_25_03	"nodulin-like protein"
	at_At4g20410 -	mips_08_07_03	"unknown protein"
			mips_08_07_05
			mips_08_16
			mips_08_16_05
			mips_13_03
			mips_13_03_01
			mips_40_07
			mips_40_09
	at_At4g30420 -	mips_01_05	"nodulin-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_98
	at_At4g36790 -	mips_01_04_07	"putative protein"
			mips_67_04_07
			mips_67_04_07_07
			mips_67_50
			mips_67_50_03
	at_At5g18840	mips_01_05_04	"sugar transporter - like protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_67_07
	at_At5g19980	mips_08_02	"lipophosphoglycan biosynthetic protein - like"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_07_01
			mips_67_50
			mips_67_50_05
	at_At1g21870	mips_01_05_01_03_02	"glucose 6 phosphate/phosphate translocator, putative"
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At5g43360	mips_01_04	"inorganic phosphate transporter (dbj|BAA24281.1)"
			mips_01_04_07
			mips_01_05_04
			mips_01_05_07
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04
			mips_67_04_07
			mips_67_07
	at_At1g31470 -	mips_08_16	"hypothetical protein"
			mips_63_99
	at_At1g54090 -	mips_08_16	"hypothetical protein"
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_04
			mips_40_04_03
	Validation Accuracy: 8/18 (44.44%)
	Validation Frequency class 'mips_67_07': 63/2885 (2.18%)

	Evaluation on propertest data (4430 items):
	at_At1g55720 -	mips_08_13	"H+/Ca2+ antiporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_01_99
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
			mips_67_50_05_01
	at_At1g75990 -	mips_06_07_03	"proteasome regulatory subunit S3, putative"
			mips_06_13_01
			mips_06_13_01_01
	at_At1g76670	mips_01_05_01_03_02	"unknown protein"
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At2g18590	mips_01_05_04	"hypothetical protein"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g23150 -	mips_08_19	"putative metal ion transporter (NRAMP)"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At2g39010 -	mips_25_05_13	"putative aquaporin (water channel protein)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_99
	at_At3g10290	mips_01_05_01_03	"unknown protein"
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At3g16090 -	mips_25_05_10	"putative zinc finger protein"
	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_At3g45280 -	mips_06_04	"syntaxin of plants 72 (SYP72)"
			mips_08
			mips_08_07
			mips_08_16
			mips_13_03
			mips_13_03_01
			mips_40_02
	at_At3g45660 -	mips_67_11	"putative protein"
	at_At3g53560 -	mips_06_07_02	"putative protein"
			mips_06_07_02_01
			mips_06_13_01
	at_At3g61560 -	mips_14_10	"putative protein"
			mips_14_10_02
			mips_40_27
	at_At4g15310 -	mips_45	"cytochrome P450 like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g02410 -	mips_01_05_04	"putative protein"
	at_At5g14570 -	mips_01_04_07	"high affinity nitrate transporter - like protein"
			mips_01_05_07
			mips_67_04_07
			mips_67_04_07_07
			mips_67_04_07_99
			mips_67_50_03
	at_At5g16830 -	mips_04_09	"syntaxin homologue"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_08_13
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_25
			mips_40_02
			mips_40_09
			mips_40_22
			mips_67
	at_At5g24120 -	mips_04_05_01_01	"sigma-like factor (emb|CAA77213.1)"
			mips_11_01_03
			mips_11_01_05
			mips_11_01_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_14_10
			mips_14_10_90
			mips_40_37
			mips_63_03_01
	at_At5g43370	mips_01_04_07	"inorganic phosphate transporter (dbj|BAA24282.1)"
			mips_01_05_07
			mips_08_19
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_03
			mips_67_04_07
			mips_67_07
	at_At5g43610	mips_33_03_99	"sucrose transporter protein"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At5g47560	mips_01_05_07	"sodium-dicarboxylate cotransporter-like"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20
			mips_14_20
			mips_20_05
			mips_20_07
			mips_20_07_05
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_05
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_07_03
			mips_67_50
			mips_67_50_01
			mips_67_50_03
			mips_67_50_03_03
	at_At5g57100	mips_01_05	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_08_02
			mips_40_26
			mips_40_26_03
			mips_63_13
			mips_63_13_01
			mips_67
			mips_67_07
			mips_67_07_01
			mips_67_07_99
			mips_67_16
	at_At1g29330 -	mips_06_04	"ER lumen protein retaining receptor"
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_07_07
			mips_08_07_25
			mips_08_07_27
			mips_08_07_29
			mips_10_05
			mips_40_07
			mips_40_08
	Propertest Accuracy: 7/23 (30.43%)
	Propertest Frequency class 'mips_67_07': 68/4430 (1.53%)

	New (unknown) data (2885 items):
	at_At5g47460 -	no entry	null
	at_At5g58560 -	no entry	null
	at_At1g33940 -	no entry	null
	at_At1g48280 -	no entry	null
	at_At1g78930 -	no entry	null
	at_At1g14530 -	no entry	null
	at_At3g48650 -	no entry	null
	at_At3g59310 -	no entry	null
	at_At3g59800 -	no entry	null
	at_At3g60800 -	no entry	null
	at_At1g16230 -	no entry	null
	at_At5g23920 -	no entry	null
	at_At5g25040 -	no entry	null
	at_At5g40240 -	no entry	null
	at_At5g41600 -	no entry	null
	at_At1g06090 -	no entry	null
	at_At1g14480 -	no entry	null
	at_At3g59340 -	no entry	null
	at_At4g05120 -	no entry	null
	at_At4g32450 -	no entry	null
	at_At5g04680 -	no entry	null
	at_At1g26460 -	no entry	null
	at_At1g43650 -	no entry	null
	at_At1g68170 -	no entry	null
	at_At1g10340 -	no entry	null
	at_At2g32040 -	no entry	null
	at_At3g23160 -	no entry	null
	at_At3g28050 -	no entry	null
	at_At3g28820 -	no entry	null
	at_At1g18920 -	no entry	null
	at_At4g34320 -	no entry	null
	at_At5g09950 -	no entry	null
	at_At1g25270 -	no entry	null


------------------
Rule 5403
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 0
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0) = 1
	ss(_1,_3,c,_2),coil_dist(_1,53.24-60.98),c_len(_3,9.0-11.0),b_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,1.0-3.0),b_len(_3,11.0-15.0) = 1
	ss(_1,_3,b,_2),c_len(_2,30.0-1200.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,b,_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),ss(_1,_5,c,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),b_len(_4,3.0-6.0) = 0
	->  class mips_06_13 "proteolytic degradation"

	Evaluation on training data (5760 items):
	at_At5g42400 -	mips_03_01_09	"trithorax-related protein 7 (ATXR7)"
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_05
			mips_30_01
			mips_30_10
			mips_30_10_03
			mips_63_17
			mips_63_17_09
	at_At5g45680	mips_06_01	"putative protein"
			mips_06_13
			mips_08
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At5g59180 -	mips_03_01_05_01	"RNA polymerase II"
			mips_03_01_05_01_99
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_11_07_07
			mips_25_05_10
			mips_63_03_01
	at_At1g29320 -	mips_10_01_05	"hypothetical protein"
			mips_10_01_05_05
			mips_20_25_01
			mips_20_25_01_01
	at_At1g31450	mips_06_13	"hypothetical protein"
	at_At1g62450 -	mips_10_01	"hypothetical protein similar to F24O1.19"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_07
			mips_20_25
			mips_40_09
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_09
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_62_02_01_02_01
			mips_63_01
	at_At1g64010 -	mips_14_10	"hypothetical protein"
			mips_14_10_02
			mips_14_10_02_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_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_At1g79720	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At1g05500 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
	at_At2g05920	mips_06_13_04	"serine protease like protein"
	at_At2g10370 -	mips_03_01_03	"putative replication protein A1"
	at_At2g14450 -	mips_03_01	"putative replication protein A1"
			mips_03_01_03
	at_At2g21610 -	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At2g28010	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At1g09750	mips_06_13_99	"unknown protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At2g34210 -	mips_03_03_01_01_11	"putative transcription elongation factor"
			mips_04_05_01_04_03
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_01_01
			mips_14_01_03
			mips_25_05_13
			mips_30_10_03
			mips_48
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At2g36670	mips_04	"putative protease"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_40
			mips_40_26
			mips_40_26_03
			mips_99
	at_At2g37670 -	mips_62_02_01	"putative WD-40 repeat protein"
			mips_62_02_01_01
	at_At2g38440 -	mips_10_01_05_05	"unknown protein"
			mips_13_05
			mips_30_04_03
			mips_40_04_03
			mips_62_02_05
	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_At2g46300 -	mips_11_05_01	"hypothetical protein"
	at_At2g47940	mips_06_07_11	"DegP2 protease (DEGP2)"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g12070 -	mips_10_01_05_05	"putative GDP-dissociation inhibitor"
			mips_10_01_05_05_01
			mips_13_07
			mips_20_25_16
			mips_40_09
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_09
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_02
			mips_62_02_01_02_01
	at_At3g14240	mips_06_13_04	"unknown protein"
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51330	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_At3g52500	mips_06	"Unknown protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_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_At3g61820	mips_06_13	"unknown protein"
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At4g00230	mips_06_13	"subtilisin-type serine endopeptidase XSP1"
	at_At4g04460	mips_06	"putative aspartic protease"
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63
			mips_63_01
			mips_98
	at_At4g05570 -	mips_03_01_03	""
	at_At4g08820 -	mips_29_01	"putative protein"
	at_At4g15510 -	mips_02_30	"unknown protein"
	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_At4g24690 -	mips_13_05	"putative protein"
	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_At5g10760 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g10770 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g19110 -	mips_20_03	"dermal glycoprotein - like"
			mips_40_25
	at_At5g19620 -	mips_08_02	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At5g33340	mips_04	"putative protein"
			mips_06
			mips_06_13
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At5g36260	mips_06_13	"aspartyl protease-like predicted GPI-anchored protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_20
			mips_20_03
			mips_40_25
	at_At5g37540 -	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	Training Accuracy: 23/46 (50.00%)
	Training Frequency class 'mips_06_13': 252/5760 (4.38%)

	Evaluation on validation data (2885 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_At1g05840	mips_06_13_99	"unknown protein"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g10060 -	mips_06_01	"unknown protein"
	at_At3g10530 -	mips_25_05_25	"hypothetical protein"
	at_At3g12700	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
	at_At3g42980 -	mips_03_01_03	"putative protein"
			mips_03_01_05
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At4g07410 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_62_02_01_01
	at_At4g19330 -	mips_06_04	"puatative protein"
			mips_14_01
			mips_40_04
			mips_63_07
	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
	at_At5g28940 -	mips_03_01_05_01	"replication protein - like"
			mips_03_01_05_03
	at_At5g33350	mips_06_13_99	"putative protein"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g55600 -	mips_03_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_10_05
			mips_40_10_03
	at_At1g32960	mips_06_13	"hypothetical protein"
	at_At1g49050	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_20
			mips_20_03
			mips_40_26
			mips_40_26_03
	at_At1g51430 -	mips_11_05_03	"hypothetical protein"
	Validation Accuracy: 8/17 (47.06%)
	Validation Frequency class 'mips_06_13': 139/2885 (4.82%)

	Evaluation on propertest data (4430 items):
	at_At1g03220	mips_06_13_04	"unknown protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g60590 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g61480 -	mips_10_05	"S-like receptor protein kinase; member of gene cluster; similar to EST gb|T41816"
	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_At1g64830	mips_06_13	"hypothetical protein"
			mips_20_03
	at_At1g67520 -	mips_11_07_03	"putative receptor protein kinase"
	at_At2g02270 -	mips_06_99	"putative phloem-specific lectin"
	at_At2g21590 -	mips_01_05_01_03	"putative ADP-glucose pyrophosphorylase large subunit"
			mips_01_05_01_03_02
			mips_01_07
			mips_01_07_01
			mips_02_19
			mips_05_04
	at_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_At2g31030 -	mips_03_01_09	"putative oxysterol-binding protein"
			mips_03_01_09_05
			mips_63_09
	at_At1g08210	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	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_At2g34680 -	mips_08_13	"auxin-induced protein (AIR9)"
			mips_11_05_01
	at_At2g39710	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_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
	at_At2g44150 -	mips_03_01_09	"unknown protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_04_99
			mips_14_04_03
			mips_14_04_03_05
			mips_30_01
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g11960 -	mips_03_01_05_01	"hypothetical protein"
			mips_04_05_05_01
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
	at_At3g25700	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g42550	mips_06_13	"putative protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g47800 -	mips_01_05_01_03	"aldose 1-epimerase - like protein"
			mips_02_01
	at_At3g48620 -	mips_06_04	"putative protein"
			mips_08_02
			mips_40_26
			mips_40_26_03
	at_At4g12920	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g25820 -	mips_01_05_99	"putative xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_01
	at_At4g30020	mips_06_13	""
	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_At5g22850	mips_06_13_04	"protease-like protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g24760 -	mips_01_05_01	"alcohol dehydrogenase - like protein"
			mips_01_05_01_01
			mips_01_05_01_01_03
			mips_01_20
			mips_01_20_01
			mips_01_20_01_05
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g26960 -	mips_11_01_01	"putative protein"
			mips_11_01_09
			mips_25_05_25
	at_At5g40480 -	mips_08_01	"nuclear pore protein -like"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g43100	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g25510	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_06_13_99
			mips_10_01
			mips_10_01_05
			mips_10_01_05_03
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At5g58760 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
	at_At1g30090 -	mips_63_07	"putative protein"
	at_At1g31200 -	mips_06_99	"hypothetical protein"
	Propertest Accuracy: 14/34 (41.18%)
	Propertest Frequency class 'mips_06_13': 188/4430 (4.24%)

	New (unknown) data (2885 items):
	at_At5g51750 -	no entry	null
	at_At5g54450 -	no entry	null
	at_At5g58830 -	no entry	null
	at_At5g59120 -	no entry	null
	at_At1g26890 -	no entry	null
	at_At1g27690 -	no entry	null
	at_At1g30570 -	no entry	null
	at_At1g32950 -	no entry	null
	at_At1g32970 -	no entry	null
	at_At1g33020 -	no entry	null
	at_At1g61420 -	no entry	null
	at_At1g61440 -	no entry	null
	at_At1g65800 -	no entry	null
	at_At1g70040 -	no entry	null
	at_At2g15020 -	no entry	null
	at_At2g18910 -	no entry	null
	at_At2g22620 -	no entry	null
	at_At1g09880 -	no entry	null
	at_At2g38220 -	no entry	null
	at_At2g45940 -	no entry	null
	at_At2g46100 -	no entry	null
	at_At3g11650 -	no entry	null
	at_At1g11410 -	no entry	null
	at_At3g13820 -	no entry	null
	at_At3g19085 -	mips_99	"hypothetical protein, 3' partial"
	at_At3g29180 -	no entry	null
	at_At1g12870 -	no entry	null
	at_At3g46770 -	no entry	null
	at_At3g48370 -	mips_29	"putative protein"
	at_At3g56820 -	no entry	null
	at_At4g03940 -	no entry	null
	at_At4g10410 -	no entry	null
	at_At4g16080 -	no entry	null
	at_At4g21380 -	no entry	null
	at_At4g22430 -	no entry	null
	at_At4g22960 -	no entry	null
	at_At4g23350 -	no entry	null
	at_At4g24110 -	no entry	null
	at_At4g26330 -	no entry	null
	at_At4g27290 -	no entry	null
	at_At4g30030 -	no entry	null
	at_At5g03365 -	no entry	null
	at_At5g05420 -	no entry	null
	at_At5g11370 -	no entry	null
	at_At1g20990 -	no entry	null
	at_At5g17590 -	no entry	null
	at_At5g19170 -	no entry	null
	at_At5g25470 -	no entry	null
	at_At5g39490 -	no entry	null
	at_At1g61400 -	no entry	null
	at_At1g61430 -	no entry	null
	at_At2g25330 -	no entry	null
	at_At2g29010 -	no entry	null
	at_At1g09910 -	no entry	null
	at_At2g35970 -	no entry	null
	at_At3g23880 -	no entry	null
	at_At3g45530 -	no entry	null
	at_At3g46880 -	no entry	null
	at_At3g57380 -	no entry	null
	at_At4g15070 -	no entry	null
	at_At4g22400 -	no entry	null
	at_At4g26380 -	no entry	null
	at_At4g33900 -	no entry	null
	at_At4g35670 -	no entry	null
	at_At4g39590 -	no entry	null
	at_At5g14150 -	no entry	null
	at_At5g42350 -	no entry	null
	at_At5g59810 -	no entry	null
	at_At5g60140 -	no entry	null
	at_At1g50120 -	no entry	null
	at_At1g35930 -	no entry	null
	at_At1g36990 -	no entry	null
	at_At1g49990 -	no entry	null
	at_At1g54700 -	no entry	null
	at_At1g54710 -	no entry	null
	at_At1g54850 -	no entry	null
	at_At1g55390 -	no entry	null
	at_At1g61380 -	no entry	null
	at_At1g61550 -	mips_10	""
	at_At1g62070 -	no entry	null
	at_At1g71320 -	no entry	null
	at_At2g11800 -	no entry	null
	at_At2g19170 -	no entry	null
	at_At2g27520 -	no entry	null
	at_At2g37680 -	no entry	null
	at_At2g38200 -	no entry	null
	at_At2g39360 -	no entry	null
	at_At2g40920 -	no entry	null
	at_At2g44000 -	no entry	null
	at_At3g09540 -	no entry	null
	at_At3g11070 -	no entry	null
	at_At3g22700 -	no entry	null
	at_At3g22730 -	no entry	null
	at_At3g46840 -	no entry	null
	at_At3g48510 -	no entry	null
	at_At3g60710 -	no entry	null
	at_At4g21600 -	no entry	null
	at_At4g24430 -	no entry	null
	at_At4g33740 -	no entry	null
	at_At4g38030 -	no entry	null
	at_At4g39750 -	no entry	null
	at_At5g02990 -	no entry	null
	at_At5g03700 -	no entry	null
	at_At5g06310 -	no entry	null
	at_At5g20030 -	no entry	null
	at_At1g20940 -	no entry	null
	at_At5g22160 -	no entry	null
	at_At5g39920 -	no entry	null
	at_At5g46130 -	no entry	null
	at_At5g59100 -	no entry	null
	at_At5g60130 -	no entry	null
	at_At5g67360 -	no entry	null
	at_At1g31350 -	no entry	null


------------------
Rule 8316
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),c_len(_2,9.0-11.0),b_len(_3,1.0-3.0) = 1
	ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 1
	->  class mips_67_50 "transport mechanism"

	Evaluation on training data (5760 items):
	at_At1g02530	mips_67_28	"hypothetical protein"
			mips_67_50
			mips_67_50_25
	at_At5g58270	mips_30_25	"ABC transporter-like protein"
			mips_67_50_25
	at_At1g28010	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g10680	mips_67_28	"putative P-glycoprotein-2 emb|CAA71277"
			mips_67_50
			mips_67_50_25
	at_At3g13080	mips_67_50_25	"ABC transporter, putative"
	at_At3g28345	mips_67_50	"P-glycoprotein, putative, 3'partial"
			mips_67_50_25
	at_At3g28390	mips_67_28	"P-glycoprotein, putative"
			mips_67_50
			mips_67_50_25
	at_At3g28860	mips_14_04	"P-glycoprotein, putative"
			mips_63_19
			mips_67
			mips_67_50_25
	at_At3g62150	mips_01_06	"P-glycoprotein-like proetin"
			mips_08
			mips_40_02
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At4g01820	mips_67_28	"P-glycoprotein-like protein pgp3"
			mips_67_50
			mips_67_50_25
	at_At4g28620	mips_30_25	"ABC transporter - like protein"
			mips_67_50_25
	at_At4g28630	mips_30_25	"half-molecule ABC transporter ATM1"
			mips_67_50_25
	Training Accuracy: 12/12 (100.00%)
	Training Frequency class 'mips_67_50': 210/5760 (3.65%)

	Evaluation on validation data (2885 items):
	at_At1g02520	mips_67_28	"P-glycoprotein, putative"
			mips_67_50_25
	at_At2g34660	mips_67_50	"MRP-like ABC transporter"
			mips_67_50_25
	at_At3g28380	mips_67_50	"P-glycoprotein, putative"
			mips_67_50_25
	Validation Accuracy: 3/3 (100.00%)
	Validation Frequency class 'mips_67_50': 97/2885 (3.36%)

	Evaluation on propertest data (4430 items):
	at_At1g54350	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At2g27170	mips_03_01_01	"putative chromosome associated protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_30_10_03
			mips_67_50_25
	at_At2g47800	mips_67_50	"MRP-like ABC transporter"
			mips_67_50_25
	at_At3g28344	mips_67_50	"P-glycoprotein, 5' partial"
			mips_67_50_25
	at_At3g28360	mips_67_50_25	"P-glycoprotein like protein"
	at_At3g54670	mips_03_03_01	"structural maintenance of chromosomes (SMC) - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_05
			mips_03_03_04_07
			mips_30_10_03
			mips_67_50_25
	at_At3g55320	mips_67_28	"P-glycoprotein - like"
			mips_67_50_25
	at_At3g58160 -	mips_06_04	"myosin heavy chain MYA3"
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_63_06
	at_At4g01830	mips_67_28	"putative P-glycoprotein-like protein"
			mips_67_50_25
	at_At4g18050	mips_01_06	"multidrug resistance protein/P-glycoprotein - like"
			mips_06_13
			mips_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_02
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At4g25960	mips_67_28	"P-glycoprotein-2 (pgp2)"
			mips_67_50
			mips_67_50_25
	at_At1g20400 -	mips_40_04	"hypothetical protein"
	at_At4g39850	mips_01	"peroxisomal ABC transporter (PED3)"
			mips_01_06
			mips_08
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At5g03910	mips_67_50_25	"ABC transporter -like protein"
	at_At5g20490 -	mips_13_11	"myosin-like protein"
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_06
			mips_63_07
	at_At5g39040	mips_67_50_25	"transporter associated with antigen processing-like protein (TAP2)"
	at_At5g46540	mips_67_28	"multidrug resistance p-glycoprotein"
			mips_67_50_25
	at_At5g54280 -	mips_20_25_01	"myosin heavy chain"
			mips_20_25_01_01
			mips_63_06
	at_At1g27940	mips_67_50	"hypothetical protein"
			mips_67_50_25
	Propertest Accuracy: 15/19 (78.95%)
	Propertest Frequency class 'mips_67_50': 138/4430 (3.12%)

	New (unknown) data (2885 items):
	at_At5g33310 -	no entry	null
	at_At3g31540 -	no entry	null
	at_At3g18730 -	no entry	null
	at_At4g37130 -	no entry	null
	at_At1g28410 -	no entry	null


------------------
Rule 7944
	ss(_1,_3,c,_2),alpha_dist(_1,45.54-101.0),c_len(_3,9.0-11.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
	ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),a_len(_4,15.0-30.0) = 1
	ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),c_len(_2,3.0-6.0),b_len(_3,11.0-15.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),a_len(_2,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,6.0-9.0) = 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(_4,11.0-15.0) = 0
	ss(_1,_3,a,_2),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),ss(_1,_5,b,_7),notequal(_7,_6),notequal(_7,_5),notequal(_7,_2),notequal(_7,_4),notequal(_7,_3) = 1
	->  class mips_67_50 "transport mechanism"

	Evaluation on training data (5760 items):
	at_At5g44240	mips_01_05_07	"ATPase, calcium-transporting"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g63850	mips_01	"amino acid transporter AAP4 (pir||S51169)"
			mips_01_01_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g64700 -	mips_01_04	"nodulin-like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_25_03
	at_At1g24400	mips_01_01_07	"amino acid transporter-like protein 2 (AATL2)"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_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_At1g27770	mips_13_01	"envelope Ca2+-ATPase"
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g48640 -	mips_08_10	"At1g48640/F11I4_17"
			mips_30_19
			mips_40_19
	at_At1g58360	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At1g61270	mips_01_01_07	"amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At1g71680	mips_01_01_07	"amino acid permease, putative"
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50_03
	at_At1g79400 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g80660	mips_02	"H+-transporting ATPase 9 (aha9)"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At2g03290 -	mips_06_04	"putative Golgi-associated membrane trafficking protein"
			mips_40_09
	at_At2g13620 -	mips_67_04_01	"putative Na/H antiporter"
			mips_67_04_01_02
	at_At2g20800 -	mips_02_11_05	"putative NADH-ubiquinone oxireductase"
			mips_02_13
			mips_02_13_03
	at_At2g28180 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	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_At1g08140 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g08150 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g08230	mips_01_01_07	"hypothetical protein"
			mips_08_99
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At1g08960	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
			mips_67_50_05
	at_At2g30070	mips_67_04_01	"high affinity K+ transporter (AtKUP1/AtKT1p)"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g38460 -	mips_67_04	"unknown protein"
			mips_67_04_01
			mips_67_04_01_01
	at_At2g39890	mips_01_01	"proline transporter 1"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At2g43240 -	mips_01_05_07	"unknown protein"
			mips_06_07_02
			mips_08_07
			mips_08_07_05
			mips_40_08
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
	at_At3g10600 -	mips_01_01_07	"putative amino acid transporter"
			mips_48
			mips_67_10
			mips_67_12
	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_At3g29320 -	mips_01_05_01_01_02	"alpha-glucan phosphorylase, putative"
			mips_01_05_01_03_02
			mips_02_19
			mips_02_99
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g33000	mips_02	"ATPase a subunit, putative"
			mips_02_11
			mips_02_13
			mips_02_45
			mips_02_45_15
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_02
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g12600 -	mips_01_05_07	"hypothetical protein"
			mips_06_07
			mips_08
			mips_40_08
			mips_40_22
			mips_67_07
	at_At1g12840	mips_40_25	"vacuolar ATP sythase subunit C (DET3)"
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_07
			mips_63_09
			mips_63_19_03
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At3g53720 -	mips_67	"putative protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_99
	at_At3g54540	mips_05_07	"ABC transporter - like protein"
			mips_08_16
			mips_08_16_03
			mips_67_50_25
	at_At3g57330	mips_40_02	"Ca2+-transporting ATPase-like protein"
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_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_At4g16480 -	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At4g19960	mips_67_04_01	"potassium transporter-like protein"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g18270 -	mips_01_01_01_15	"unknown protein (At1g18270)"
			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_01
			mips_02_07
	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_At5g03570 -	mips_14	"transporter like protein"
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At5g15240	mips_01_01_07	"putative protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g17850	mips_67_04	"potassium-dependent sodium-calcium exchanger - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	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_At5g22910 -	mips_67_04	"Na+/H+ antiporter-like protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At5g38820	mips_01_01_07	"transporter -like protein"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g40780	mips_01_01_07	"amino acid permease"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	Training Accuracy: 25/47 (53.19%)
	Training Frequency class 'mips_67_50': 210/5760 (3.65%)

	Evaluation on validation data (2885 items):
	at_At1g01590 -	mips_01_20_35	"ferric-chelate reductase FRO1"
			mips_01_20_35_02
			mips_11_07_07
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67
	at_At1g67640	mips_01_01_07	"putative amino acid permease"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	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_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_At2g40540	mips_67_04_01	"putative potassium transporter AtKT2p (AtKT2)"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g41560	mips_47_03_01	"putative Ca2+-ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g44660 -	mips_40_07	"putative glucosyltransferase"
	at_At3g11320	mips_08_02	"hypothetical protein"
			mips_40_26
			mips_40_26_03
			mips_67_07
			mips_67_50
			mips_67_50_05
	at_At3g11900	mips_01_01	"putative amino acid transporter protein"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At3g20050 -	mips_06_01	"t-complex polypeptide 1 homologue"
	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_At1g10980 -	mips_10_01_05_05	"membrane protein PTM1 precursor isolog"
			mips_10_05_02
			mips_10_05_02_24
			mips_63_09
			mips_63_99
	at_At4g15540 -	mips_25_03	"hypothetical protein"
	at_At4g33530	mips_67_04_01	"putative potassium transporter AtKT5p (AtKT5)"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g09930	mips_03_01	"ABC transporter, ATP-binding protein-like"
			mips_03_01_05
			mips_03_01_05_01
			mips_08
			mips_08_16
			mips_08_16_03
			mips_40_16
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At5g41800	mips_01_01_07	"amino acid permease-like protein; proline transporter-like protein"
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_99
	at_At1g24070 -	mips_01	"glucosyltransferase, putative"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30
			mips_30_27
			mips_30_27_01
			mips_40
			mips_40_02
			mips_98
			mips_99
	at_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
	at_At1g44100	mips_01_01_07	"amino acid permease AAP5"
			mips_08_99
			mips_67
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	Validation Accuracy: 11/19 (57.89%)
	Validation Frequency class 'mips_67_50': 97/2885 (3.36%)

	Evaluation on propertest data (4430 items):
	at_At1g51730 -	mips_04_05_01_04_01	"putative protein"
			mips_05_07
			mips_10_01_11
			mips_14_04
			mips_63_01
			mips_63_19
	at_At1g64170 -	mips_67_04_01	"hypothetical protein"
			mips_67_04_01_02
	at_At1g70300	mips_67_04	"high affinity potassium transporter AtHAK6 (At1g70300)"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At2g30460	mips_01_05_01_03	"putative integral membrane protein"
			mips_01_05_01_03_02
			mips_63_13
			mips_63_13_01
			mips_67_07
			mips_67_07_99
			mips_67_16
			mips_67_50
			mips_67_50_05
	at_At1g08350 -	mips_40_22	"endosomal like protein"
			mips_67_01
	at_At1g10010	mips_01_01	"putative amino acid permease"
			mips_01_01_07
			mips_40_09
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
	at_At2g36590	mips_01_01_07	"putative proline transporter"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At2g42590 -	mips_10_05_01	"14-3-3 regulatory protein (GF14 mu)"
			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_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_20_25_01
			mips_20_25_07
			mips_20_25_07_03
			mips_20_25_07_99
			mips_43
			mips_43_03
			mips_43_03_13
			mips_43_03_99
			mips_62_01_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
	at_At2g47600	mips_13_05	"magnesium/proton exchanger AtMHX"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At3g28100 -	mips_01_04	"unknown protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_25_03
	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_At3g44920 -	mips_67_04	"putative protein"
			mips_67_04_01
			mips_67_04_01_02
	at_At3g55740	mips_01_01_07	"proline transporter 2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At4g07960 -	mips_01_05_01_03_02	"putative glucosyltransferase"
			mips_30_34
			mips_30_34_03
	at_At4g23640	mips_67_04_01	"putative potassium transport protein"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	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_At1g18520 -	mips_14_20	"unknown protein"
	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_At4g38250	mips_01_01	"putative amino acid transport protein"
			mips_01_01_07
			mips_13_03
			mips_13_03_01
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g09220	mips_01_01_07	"amino acid transport protein AAP2"
			mips_08_99
			mips_67_10
			mips_67_12
			mips_67_50_03
			mips_67_50_03_03
	at_At5g13760 -	mips_67_07	"unknown protein"
			mips_67_07_99
			mips_67_12
	at_At1g23020 -	mips_11_07_07	"putative superoxide-generating NADPH oxidase flavocytochrome"
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
	at_At1g23480 -	mips_01_05_01_03_02	"putative glucosyltransferase"
			mips_30_34
			mips_30_34_03
	at_At5g23990 -	mips_11_07_07	"FRO2 homolog"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_01
	at_At5g26830 -	mips_01_03_16	"threonyl-tRNA synthetase"
			mips_04_03
			mips_04_03_01
			mips_05_10
	at_At5g36170 -	mips_05_04_03	"translation releasing factor RF-2"
			mips_05_07
			mips_40_16
	at_At5g44140 -	mips_03_01_03	"prohibitin"
			mips_10_01_11
			mips_14_01_05
			mips_14_01_99
			mips_20_25_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45_03_03
	at_At5g44790	mips_67_50	"COPPER-TRANSPORTING ATPASE RAN1 (RESPONSIVE-TO-ANTAGONIST 1)"
			mips_67_50_25
	at_At5g50110 -	mips_03_03_03	"putative protein"
	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_At1g24510 -	mips_06_01	"T-complex chaperonin protein , epsilon subunit"
	at_At1g25530	mips_01_01_07	"hypothetical protein"
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At5g62670	mips_02_45	"plasma membrane proton ATPase-like"
			mips_02_45_99
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	Propertest Accuracy: 14/33 (42.42%)
	Propertest Frequency class 'mips_67_50': 138/4430 (3.12%)

	New (unknown) data (2885 items):
	at_At1g21460 -	no entry	null
	at_At5g49670 -	no entry	null
	at_At1g30840 -	no entry	null
	at_At1g75500 -	no entry	null
	at_At2g18680 -	no entry	null
	at_At2g21120 -	no entry	null
	at_At2g33750 -	no entry	null
	at_At2g40710 -	no entry	null
	at_At3g08930 -	no entry	null
	at_At3g59330 -	no entry	null
	at_At3g60070 -	no entry	null
	at_At3g63170 -	no entry	null
	at_At1g15610 -	no entry	null
	at_At4g14280 -	no entry	null
	at_At4g14590 -	no entry	null
	at_At4g18080 -	no entry	null
	at_At4g18190 -	no entry	null
	at_At4g19370 -	no entry	null
	at_At4g24460 -	no entry	null
	at_At1g18420 -	no entry	null
	at_At1g18510 -	no entry	null
	at_At4g30850 -	no entry	null
	at_At4g34830 -	no entry	null
	at_At4g38760 -	mips_99	"putative protein"
	at_At5g11960 -	no entry	null
	at_At1g19720 -	no entry	null
	at_At5g17830 -	no entry	null
	at_At5g36800 -	no entry	null
	at_At1g61740 -	no entry	null
	at_At1g61790 -	no entry	null
	at_At1g64490 -	no entry	null
	at_At1g71900 -	no entry	null
	at_At1g75000 -	no entry	null
	at_At2g15250 -	no entry	null
	at_At1g10090 -	no entry	null
	at_At2g31330 -	no entry	null
	at_At2g35070 -	no entry	null
	at_At2g42470 -	no entry	null
	at_At3g15480 -	no entry	null
	at_At3g55860 -	no entry	null
	at_At4g18200 -	no entry	null
	at_At5g01460 -	no entry	null
	at_At5g02630 -	no entry	null
	at_At5g24790 -	no entry	null
	at_At1g44750 -	no entry	null
	at_At1g33960 -	no entry	null
	at_At1g57680 -	no entry	null
	at_At1g61670 -	no entry	null
	at_At1g72480 -	no entry	null
	at_At1g04280 -	no entry	null
	at_At2g31940 -	no entry	null
	at_At3g09570 -	no entry	null
	at_At3g11810 -	no entry	null
	at_At3g23200 -	no entry	null
	at_At1g15620 -	no entry	null
	at_At3g61500 -	no entry	null
	at_At4g03540 -	no entry	null
	at_At4g21260 -	no entry	null
	at_At4g21900 -	no entry	null
	at_At4g35330 -	no entry	null
	at_At5g13390 -	no entry	null
	at_At5g36710 -	no entry	null
	at_At5g37920 -	no entry	null
	at_At5g38380 -	no entry	null
	at_At1g28220 -	no entry	null
	at_At5g58100 -	no entry	null


------------------
Rule 5049
	ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),a_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),b_len(_2,6.0-9.0) = 1
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0) = 0
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 0
	ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 1
	ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),c_len(_2,3.0-6.0),b_len(_3,1.0-3.0) = 0
	ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,1.0-3.0),b_len(_3,11.0-15.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,29.93-101.0),alpha_dist(_1,0.0-13.03),c_len(_2,9.0-11.0) = 1
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5760 items):
	at_At5g51480	mips_01_20_17_01	"predicted GPI-anchored protein"
			mips_11_07_03
			mips_11_07_99
	at_At5g58910	mips_01_20_17_01	"laccase precursor - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_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_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_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_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
	Training Accuracy: 12/12 (100.00%)
	Training Frequency class 'mips_11_07': 232/5760 (4.03%)

	Evaluation on validation data (2885 items):
	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_At4g03280 -	mips_02_11_05	"AT4g03280/F4C21_21"
			mips_02_13
			mips_02_13_03
			mips_14_04
			mips_25_05
			mips_30_16
			mips_63_17_09
			mips_67
			mips_67_15
	at_At1g21860	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_11_07': 132/2885 (4.58%)

	Evaluation on propertest data (4430 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_At1g41830	mips_01_20_17_01	"pectinesterase, putative"
			mips_01_20_99
			mips_11_07_03
	at_At2g23630	mips_01_20_17_01	"putative pectinesterase"
			mips_11_07_03
			mips_11_07_99
	at_At2g40370	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g46570	mips_01_20_17_01	"diphenol oxidase like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g09220	mips_01_20_17	"putative laccase"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At3g24670 -	mips_01_05_01_01_01	"pectate lyase, putative"
	at_At4g22010	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_11_07_99
	at_At5g01190	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	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_At5g48450	mips_01_20_17	"putative protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
	at_At5g49270	mips_11_07_99	"predicted GPI-anchored protein"
	Propertest Accuracy: 9/12 (75.00%)
	Propertest Frequency class 'mips_11_07': 197/4430 (4.45%)

	New (unknown) data (2885 items):
	at_At2g15180 -	no entry	null
	at_At2g26610 -	no entry	null
	at_At2g29800 -	no entry	null
	at_At4g03030 -	no entry	null
	at_At4g04590 -	no entry	null
	at_At5g40110 -	no entry	null
	at_At5g58840 -	no entry	null
	at_At5g17640 -	no entry	null


------------------
Rule 4209
	ss(_1,_3,c,_2),a_len(_2,30.0-1200.0) = 0
	ss(_1,_3,c,_2),a_len(_2,15.0-30.0),ss(_1,_5,c,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 1
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,41.76-48.08),a_len(_2,3.0-6.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,5.15-11.94),a_len(_4,1.0-3.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,45.54-101.0),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),alpha_dist(_1,45.54-101.0),c_len(_2,11.0-15.0),a_len(_3,9.0-11.0) = 1
	ss(_1,_3,a,_2),c_len(_2,9.0-11.0),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
	ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
	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),c_len(_5,3.0-6.0) = 1
	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),beta_dist(_1,0.0-5.15) = 0
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5760 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_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_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_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_At3g14620 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	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_At4g12310 -	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
	at_At4g20240	mips_11_07_01	"putative protein"
	Training Accuracy: 13/15 (86.67%)
	Training Frequency class 'mips_11_07': 232/5760 (4.03%)

	Evaluation on validation data (2885 items):
	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_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_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_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_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_At3g49900 -	mips_13_11_01	"putative protein"
			mips_13_11_01_05
			mips_25_05_25
	at_At4g39480	mips_11_07_01	"cytochrome P450 - like protein"
	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_At5g23900 -	mips_05	"60S ribosomal protein L13"
			mips_05_01
			mips_05_01_01
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At5g41240	mips_01_01_10_05	"glutathione transferase"
			mips_11_07_07
			mips_11_07_07_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_03
			mips_62_02_01_01
	at_At5g47540 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	Validation Accuracy: 8/12 (66.67%)
	Validation Frequency class 'mips_11_07': 132/2885 (4.58%)

	Evaluation on propertest data (4430 items):
	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_At2g38810 -	mips_03_01_99	"histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g15700 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At3g56350	mips_11_01_01	"manganese superoxide dismutase-like protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
			mips_63_17
			mips_63_17_09
	at_At4g17270 -	mips_14_04_03	"putative protein"
			mips_14_04_03_01
	at_At1g17180	mips_05	"putative glutathione transferase"
			mips_05_04
			mips_05_04_02
			mips_05_07
			mips_05_10
			mips_05_99
			mips_06_01
			mips_06_10
			mips_11_07
			mips_11_07_07
			mips_11_07_07_01
			mips_11_07_07_03
			mips_40_07
	at_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_At5g18940 -	mips_14	"putative protein"
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
	at_At5g20040 -	mips_01_03_01	"IPP transferase - like protein"
			mips_04_03
			mips_04_03_01
			mips_04_03_03
			mips_04_03_06
	at_At5g36270 -	mips_40_10_05	"GSH-dependent dehydroascorbate reductase 1-like"
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50_25
	at_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_At5g47450 -	mips_13_01	"membrane channel protein-like; aquaporin (tonoplast intrinsic protein)-like"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At5g63450 -	mips_01_06_99	"cytochrome P450-like protein"
	at_At1g29630 -	mips_01_03	"exonuclease, putative"
			mips_01_03_16
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_99
			mips_25_05_10
	Propertest Accuracy: 10/20 (50.00%)
	Propertest Frequency class 'mips_11_07': 197/4430 (4.45%)

	New (unknown) data (2885 items):
	at_At1g72350 -	no entry	null
	at_At2g16840 -	no entry	null
	at_At4g19060 -	no entry	null
	at_At4g38810 -	no entry	null
	at_At5g52320 -	no entry	null


------------------
Rule 3511
	ss(_1,_3,b,_2),a_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2) = 1
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),a_len(_2,3.0-6.0) = 1
	ss(_1,_3,b,_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),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),c_len(_3,15.0-30.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 1
	ss(_1,_3,c,_2),b_len(_2,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,45.54-101.0),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),alpha_dist(_1,23.6-33.33),c_len(_2,30.0-1200.0) = 0
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,45.54-101.0),a_len(_4,30.0-1200.0) = 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),coil_dist(_1,53.24-60.98) = 0
	->  class mips_11_07 "detoxification"

	Evaluation on training data (5760 items):
	at_At1g01600	mips_02	"hypothetical protein"
			mips_01_06
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At5g45340	mips_01_06_01_07	"cytochrome P450"
			mips_01_06_01_07_11
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At5g47990 -	mips_01_20_17_07	"cytochrome P450"
	at_At1g33720	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g34540 -	mips_45	"cytochrome p450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g47620 -	mips_02_11	"hypothetical protein"
	at_At1g57750 -	mips_02_11	"putative protein"
	at_At1g64930 -	mips_01_20_17_07	"hypothetical protein"
	at_At1g66540 -	mips_01_20_35	"hypothetical protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At1g69500 -	mips_02	"hypothetical protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g74540	mips_11_07_01	"cytochrome P450 like protein"
	at_At1g78490	mips_02	"putative protein"
			mips_01_06
			mips_01_06_04
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
	at_At2g02580	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g05180 -	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_20
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At2g23190 -	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g26170	mips_01_06_04	"Cytochrome P450 like protein"
			mips_11_07_01
	at_At2g27010	mips_02	"putative cytochrome P450"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_40_02
	at_At2g30770	mips_11_07_01	"putative cytochrome P450"
	at_At2g42250	mips_01_20	"putative cytochrome P450"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At2g45550	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g45560	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At2g45580	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g46660	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g11600 -	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At3g14640 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g26150	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26160	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26170	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26180	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26200	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26210	mips_11_07	"cytochrome P450, putative"
			mips_11_07_01
	at_At3g26300	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26330	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26830	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At3g44250	mips_01	"cytochrome P450-like protein"
			mips_01_20
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At1g13100	mips_11_07_01	"putative cytochrome P450 monooxygenase"
	at_At1g13140	mips_02_11	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g13710 -	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At3g45080 -	mips_01_20_17_03	"sulfotransferase-like protein"
			mips_01_20_50
	at_At3g52970	mips_02	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At3g53280	mips_11_07	"cytochrome P450 monooxygenase (CYP71B5)"
			mips_11_07_01
	at_At3g61040	mips_01_20	"cytochrome P450 monooxygenase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g12310 -	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
	at_At4g12320	mips_01_20_17_07	"cytochrome P450 homolog"
			mips_11_07_01
	at_At4g16270	mips_11_07	"peroxidase like protein"
	at_At4g19230	mips_01_06_01	"putative cytochrome P450 protein"
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g22710	mips_01_20_17	"cytochrome P450 - like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At4g31500	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83B1)"
	at_At4g37310 -	mips_01_20_35	"cytochrome P450-like protein"
			mips_01_20_35_01
			mips_01_20_99
			mips_02_11
	at_At4g37330 -	mips_01_20_35	"cytochrome P450-like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37340 -	mips_01_20_99	"cytochrome P450-like protein"
	at_At4g37370 -	mips_01_20_35	"cytochrome P450 - like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37410 -	mips_01_20_35	"cytochrome P450 monooxygenase like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37430 -	mips_01_20_17_07	"cytochrome P450 monooxygenase (CYP91A2)"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g39500	mips_02	"cytochrome P450 -like protein"
			mips_01_06
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At4g39510 -	mips_01_20_17	"cytochrome P450 -like protein"
			mips_01_20_17_07
	at_At5g02900	mips_11_07_01	"cytochrome P450 - like protein"
	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_At5g14400	mips_01_06_04	"putative protein"
			mips_11_07_01
	at_At5g25180	mips_11_07_01	"cytochrome P450 71B1 - like protein"
	at_At5g36220 -	mips_01_20_35	"cytochrome P450 monooxygenase (CYP91A1)"
			mips_01_20_35_01
			mips_01_20_99
	at_At5g38450 -	mips_01_06	"cytochrome P450-like protein"
	Training Accuracy: 40/65 (61.54%)
	Training Frequency class 'mips_11_07': 232/5760 (4.03%)

	Evaluation on validation data (2885 items):
	at_At1g64940	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g64950 -	mips_01	"unknown protein"
			mips_02
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At2g14100 -	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
	at_At2g24180	mips_11_07_01	"putative cytochrome P450"
	at_At2g44890 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g20120 -	mips_01_20	"cytochrome P450, putative"
	at_At3g26270	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At1g13080	mips_11_07	"putative cytochrome P450 monooxygenase (At1g13080)"
			mips_11_07_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_At3g48270	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48320	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g61880	mips_02	"cytochrome p450 (CYP78A9)"
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At4g15380 -	mips_01	"cytochrome P450 like protein"
			mips_02
			mips_01_06
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At4g22690	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_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_At4g37320 -	mips_01_20	"cytochrome P450-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At5g25900	mips_01_20_13	"cytochrome P450 GA3"
			mips_11_07_01
			mips_20_20
			mips_20_20_18
	at_At5g44100 -	mips_01_04	"casein kinase I"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
	at_At5g57220 -	mips_01_20_17	"cytochrome P450"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At1g50560	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	Validation Accuracy: 13/21 (61.90%)
	Validation Frequency class 'mips_11_07': 132/2885 (4.58%)

	Evaluation on propertest data (4430 items):
	at_At1g01190	mips_11_07_01	"cytochrome P450, putative"
	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_At1g64900 -	mips_02_11	"putative protein"
	at_At1g65670 -	mips_01_06_01	"cytochrome P450, putative"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_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_At2g45510 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g45570	mips_01_20_17_07	"cytochrome P450 (CYP76C2)"
			mips_11_07_01
	at_At2g45970	mips_11_07_01	"putative cytochrome P450"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g10560	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g10570	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_11_07_01
	at_At1g11610	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g12740 -	mips_45_03_15	"hypothetical protein"
			mips_47_03_15
			mips_47_03_15_07
	at_At1g13090	mips_11_07_01	"cytochrome P450 monooxygenase like protein"
	at_At1g13110	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At3g20110 -	mips_02	"cytochrome P450, putative"
			mips_01_20
			mips_02_11
	at_At3g26190	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26220	mips_02	"cytochrome P450 monooxygenase (CYP71B3)"
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g26230	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26280	mips_01	"cytochrome P450 monooxygenase (CYP71B4)"
			mips_02
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g26320	mips_11_07_01	"cytochrome P450, putative"
	at_At3g48290	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48310	mips_11_07_01	"cytochrome P450 - like protein"
	at_At3g50660 -	mips_01_06_01_07	"steroid 22-alpha-hydroxylase (DWF4)"
			mips_01_06_01_07_11
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g03250 -	mips_04_05_01_04_01	"putative DNA-binding protein"
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_14_10_02_99
			mips_20_25_01
			mips_20_25_01_03
			mips_20_25_03
			mips_20_25_03_99
			mips_25_05_13
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_47_03_01
			mips_47_03_01_01
			mips_62_01
			mips_62_01_07
			mips_62_02_99
	at_At4g12300	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
			mips_11_07_01
	at_At4g12330	mips_01_20	"flavonoid 3',5'-hydroxylase like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g13770	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83A1)"
	at_At4g15350	mips_11_07	"cytochrome P450 like protein"
			mips_11_07_01
	at_At4g26280 -	mips_01_06	"steroid sulfotransferase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_03
	at_At4g36220 -	mips_01_20_35_01	"ferulate-5-hydroxylase (FAH1)"
	at_At4g36380 -	mips_02	"cytochrome P450 (ROTUNDIFOLIA3)"
			mips_01_06
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
	at_At4g37360 -	mips_01_20_99	"cytochrome p450 - like protein"
	at_At4g39950 -	mips_01_20_17_07	"cytochrome P450 like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g04330 -	mips_01_20_35	"ferulate-5-hydroxylase (CYP84)"
			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_At5g09210 -	mips_63_03_01	"putative protein"
	at_At5g42590	mips_11_07_01	"cytochrome P450"
	at_At5g55310 -	mips_03_01_03	"DNA topoisomerase I like protein"
			mips_03_01_05
			mips_04_99
			mips_25_05_25
	at_At5g57260	mips_11_07_01	"cytochrome P450"
	at_At5g58860	mips_02	"cytochrome P450 CYP86A1"
			mips_01_06
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At5g61320	mips_01	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At5g67310 -	mips_01_20_17_07	"cytochrome P450"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	Propertest Accuracy: 29/46 (63.04%)
	Propertest Frequency class 'mips_11_07': 197/4430 (4.45%)

	New (unknown) data (2885 items):
	at_At5g61120 -	no entry	null
	at_At5g61930 -	no entry	null
	at_At1g41900 -	no entry	null
	at_At1g58260 -	no entry	null
	at_At1g74110 -	no entry	null
	at_At2g30750 -	no entry	null
	at_At2g44960 -	no entry	null
	at_At3g15040 -	no entry	null
	at_At3g20080 -	no entry	null
	at_At3g20090 -	no entry	null
	at_At3g20950 -	no entry	null
	at_At3g24740 -	no entry	null
	at_At3g56630 -	no entry	null
	at_At3g20960 -	no entry	null
	at_At3g30180 -	no entry	null
	at_At3g42820 -	no entry	null
	at_At4g13310 -	no entry	null
	at_At4g31950 -	no entry	null
	at_At5g24950 -	no entry	null
	at_At1g23070 -	no entry	null
	at_At1g28430 -	no entry	null
	at_At1g68250 -	no entry	null
	at_At2g21910 -	no entry	null
	at_At2g23180 -	no entry	null
	at_At3g61950 -	no entry	null
	at_At4g15330 -	no entry	null
	at_At4g31410 -	no entry	null
	at_At4g32170 -	no entry	null
	at_At5g24960 -	no entry	null
	at_At5g25130 -	no entry	null
	at_At5g25140 -	no entry	null
	at_At5g38970 -	no entry	null


------------------
Rule 8220
	ss(_1,_3,b,_2),c_len(_2,6.0-9.0),b_len(_3,9.0-11.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,15.0-30.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,33.33-45.54),c_len(_3,30.0-1200.0),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),c_len(_2,9.0-11.0),b_len(_3,1.0-3.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),c_len(_2,6.0-9.0),b_len(_3,3.0-6.0) = 0
	ss(_1,_3,b,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),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,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),alpha_dist(_1,33.33-45.54) = 0
	ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),c_len(_2,11.0-15.0),a_len(_3,9.0-11.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,11.0-15.0),a_len(_3,15.0-30.0) = 0
	ss(_1,_3,a,_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),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
	ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 1
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 0
	->  class mips_63_07 "structural protein"

	Evaluation on training data (5760 items):
	at_At5g42880 -	mips_63_06	"putative protein"
	at_At5g49880	mips_40_03	"mitotic checkpoint protein-like"
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At5g55230 -	mips_02_45	"putative protein"
			mips_03_03_01_01
			mips_03_03_03
			mips_03_03_04
			mips_03_03_04_07
			mips_13_05
			mips_20_25_09
			mips_25_05_15
			mips_30_04_03
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g58320	mips_45	"contains similarity to unknown protein (gb|AAB63087.1)"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g59210	mips_13	"unknown protein"
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_04
			mips_30_04_07
			mips_30_27
			mips_30_27_01
			mips_35_03_09
			mips_40_04
			mips_40_27
			mips_40_27_01
			mips_63
			mips_63_07
	at_At5g60210 -	mips_40_04	"putative protein"
			mips_63_06
	at_At5g61200 -	mips_06_07_03	"putative protein"
			mips_14_10
			mips_14_10_02
			mips_40_04
	at_At5g66030	mips_14_01	"unknown protein"
			mips_30_04
			mips_30_04_07
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_47_03_13_05
			mips_63_07
	at_At1g50660	mips_13_07	"hypothetical protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At1g05130 -	mips_20_25	"unknown protein"
			mips_20_25_01
			mips_20_25_01_03
			mips_20_25_01_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_47
			mips_47_03
			mips_47_03_02
	at_At1g58110 -	mips_02_45	"hypothetical protein"
			mips_02_45_99
			mips_04_05_01_04
			mips_13
			mips_13_05
			mips_20_25
			mips_20_25_09
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_40_04_99
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g61250 -	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At1g63300 -	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	at_At1g64320	mips_13	"bZIP transcription factor, putative"
			mips_13_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_40_27
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At1g68060 -	mips_06_07	"unknown protein"
			mips_13_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_06
	at_At1g68910 -	mips_40_04	"unknown protein"
			mips_63_06
	at_At1g73030 -	mips_06_04	"unknown protein"
			mips_06_10
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_14
			mips_14_04
			mips_30
			mips_30_22
			mips_40_04
			mips_40_09
			mips_40_22
			mips_40_25
			mips_63_01
			mips_63_06
			mips_63_19
			mips_67
			mips_67_11
	at_At1g75410 -	mips_25_05_10	"homeodomain protein BELL1, putative"
			mips_25_05_13
			mips_25_05_15
			mips_33_03_13
			mips_35_03_17
	at_At1g77920 -	mips_13_05	"bZip transcription factor AtbZip50"
			mips_20_25_16
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g01910	mips_03_03_03	"unknown protein"
			mips_13_07
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g21230	mips_04_05	"bZIP transcription factor AtbZip30"
			mips_04_05_01
			mips_04_05_01_04
			mips_40_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_03
			mips_63_07
	at_At2g30500	mips_13	"unknown protein"
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_27
			mips_30_27_01
			mips_35_03_12
			mips_40
			mips_40_27
			mips_40_27_01
			mips_63
			mips_63_07
	at_At2g34580 -	mips_01_04	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_05
			mips_05_04
			mips_06_07_03
			mips_13_07
			mips_30_04
	at_At2g35940 -	mips_04_05_01_04_01	"putative homeodomain transcription factor"
			mips_04_05_99
			mips_04_99
			mips_40_99
	at_At2g38370 -	mips_13_07	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_45_03_12
	at_At2g38580	mips_13_07	"hypothetical protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g40620	mips_06_07	"bZIP transcription factor AtbZip18"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_06
			mips_63_07
	at_At2g42560	mips_13_07	"putative seed maturation protein"
			mips_20_25_16
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g46180 -	mips_13_05	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At3g10880	mips_25_05_09	"hypothetical protein"
			mips_30_04_07
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_47_03_13
			mips_47_03_13_05
			mips_63_07
	at_At3g12550	mips_13_07	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At3g18480	mips_13_07	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At1g13220	mips_13_05	"putative nuclear matrix constituent protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_06
			mips_63_07
	at_At3g53040	mips_45	"late embryogenesis abundant protein - like"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At3g61710	mips_03_03_01_01	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_13_99
			mips_08_13
			mips_14_10_02
			mips_14_10_02_01
			mips_20_25
			mips_30_10
			mips_48
			mips_63_07
	at_At4g01780 -	mips_63_06	"hypothetical protein"
	at_At4g02710 -	mips_13_05	"predicted protein of unknown function"
			mips_25_05_15
			mips_35_03_12
	at_At1g14840 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_12
	at_At1g15910	mips_13_05	""
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At4g17210	mips_45	"putative protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At4g32980 -	mips_25_05_07	"homeobox gene ATH1"
			mips_25_05_19
			mips_25_05_19_05
			mips_37
			mips_37_03
			mips_37_03_15
			mips_37_03_15_04
			mips_37_03_99
	at_At4g33390	mips_01	"putative protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_13
			mips_13_05
			mips_40
			mips_40_04
			mips_63
			mips_63_07
			mips_63_19
			mips_99
	at_At4g40060 -	mips_04_05_01_04_01	"homeodomain - like protein"
			mips_14_01_03_03
			mips_25_05_10
			mips_25_05_19
			mips_25_05_19_07
	at_At5g07650 -	mips_04_05_01_04_01	"putative protein"
	at_At5g07660 -	mips_03_01_05	"SMC-like protein"
			mips_03_01_05_01
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At5g13460 -	mips_40_04	"unknown protein"
			mips_63_01
			mips_63_19
	at_At5g13750 -	mips_67_50_03	"transporter-like protein"
	at_At5g22950 -	mips_08_07	"Unknown protein (At5g22950; MRN17.18)"
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_63_06
			mips_67_11
	at_At5g27330	mips_45	"glutamic acid-rich protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g38150	mips_40_27	"putative protein"
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g41140 -	mips_06_07	"putative protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_63_06
	at_At5g41410 -	mips_25_05_13	"homeotic protein BEL1 homolog"
	Training Accuracy: 23/52 (44.23%)
	Training Frequency class 'mips_63_07': 129/5760 (2.24%)

	Evaluation on validation data (2885 items):
	at_At1g03950	mips_06_10	"unknown protein (At1g03950)"
			mips_08_07
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_40_27
			mips_63_06
			mips_63_07
			mips_67_11
	at_At1g58450 -	mips_06_01	"hypothetical protein"
			mips_25_03
	at_At1g67230 -	mips_63_06	"unknown protein"
	at_At2g01750 -	mips_13_05	"putative myosin heavy chain-like protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At2g06530 -	mips_08_07_22	"unknown protein"
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_63_06
			mips_67_11
	at_At2g13150 -	mips_04_05_01_04_01	"bZIP transcription factor AtbZip31"
			mips_40_10_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_03_01
	at_At2g18340	mips_06_10	"similar to late embryogenesis abundant proteins"
			mips_13_07
			mips_25_05_09
			mips_25_05_15
			mips_30_27
			mips_30_27_01
			mips_35
			mips_35_03
			mips_35_03_12
			mips_37
			mips_37_03
			mips_37_03_13
			mips_40_27
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_13
			mips_47_03_13_99
			mips_63_07
	at_At2g26410 -	mips_10_05	"putative SF16 protein {Helianthus annuus}"
			mips_30_03
			mips_40_04
			mips_40_10_99
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_06
	at_At2g26570 -	mips_63_06	"unknown protein"
	at_At1g10320 -	mips_04_05_05_01	"unknown protein"
	at_At2g34730	mips_45	"putative myosin heavy chain"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At2g42170	mips_06	"pseudogene"
			mips_06_04
			mips_08
			mips_08_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_07
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_03
			mips_40_04
			mips_40_04_07
			mips_47
			mips_47_03
			mips_47_03_13
			mips_47_03_13_05
			mips_63
			mips_63_01
			mips_63_07
	at_At3g07190 -	mips_63_17_01	"unknown protein"
	at_At3g22790 -	mips_03_03_01	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_99
	at_At3g23980 -	mips_40_04	"unknown protein"
			mips_63_06
	at_At3g25540 -	mips_03	"unknown protein"
			mips_03_99
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06_04
			mips_06_10
			mips_10_05
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_01
			mips_14
			mips_14_04
			mips_14_04_09
			mips_14_04_09_05
			mips_14_10
			mips_14_20
			mips_40_07
			mips_40_27
			mips_40_27_99
			mips_63_01
			mips_63_03
	at_At3g27660 -	mips_30_09	"oleosin isoform"
	at_At3g32400 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_40_04
			mips_40_04_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_01
			mips_63_03
			mips_63_19
	at_At3g52400 -	mips_04_09	"syntaxin-like protein synt4"
			mips_40_09
	at_At4g03330 -	mips_04_09	"SYR1-like syntaxin"
			mips_08_07
			mips_13_03
			mips_13_03_01
			mips_25_05_25
			mips_40_09
			mips_67_01
	at_At4g03620	mips_14	"hypothetical protein"
			mips_14_01
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_04
			mips_30_04_07
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04
			mips_40_04_07
			mips_63_07
	at_At4g11100	mips_25_05_09	"unknown protein"
			mips_30_04_07
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47_03_13
			mips_47_03_13_05
			mips_63_07
	at_At1g20530 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_09
			mips_63
			mips_63_03
			mips_98
			mips_99
	at_At4g34430 -	mips_03_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_01
			mips_30_10_03
			mips_40_10_99
	at_At4g34610 -	mips_20_25_16	"Homeodomain - like protein"
			mips_25_05_10
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_03
			mips_37_03_21_03_05
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_05
	at_At5g02370 -	mips_63_06	"kinesin -like protein"
	at_At5g08080 -	mips_08_07	"syntaxin-like protein"
			mips_13_03
			mips_13_03_01
			mips_25_05_09
			mips_40_09
			mips_67_01
	at_At5g09720 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
	at_At5g39510 -	mips_03	"v-SNARE AtVTI1a"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_03
			mips_08_07_07
			mips_30
			mips_30_08
			mips_40_02
			mips_40_03
			mips_40_08
			mips_40_09
			mips_63_17
			mips_63_17_01
			mips_67
	at_At5g57410 -	mips_06_04	"putative protein"
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_10_05_01_12_99
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_03
			mips_63_17
			mips_63_17_01
	at_At1g32050 -	mips_06_04	"unknown protein"
			mips_08
			mips_08_07
			mips_08_07_07
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At1g52320 -	mips_40_27	"bZIP protein, putative"
			mips_40_27_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_05
	Validation Accuracy: 6/32 (18.75%)
	Validation Frequency class 'mips_63_07': 58/2885 (2.01%)

	Evaluation on propertest data (4430 items):
	at_At1g04130 -	mips_03_03_01_01	"unknown protein (At1g04130)"
			mips_03_03_01_01_11
			mips_03_03_01_01_13
			mips_03_03_01_03
			mips_30_05
			mips_40_05
	at_At1g47750 -	mips_30_19	"unknown protein"
			mips_40_19
	at_At1g56440 -	mips_06_01	"hypothetical protein"
	at_At1g65010 -	mips_40_04	"hypothetical protein"
			mips_63_06
	at_At1g74250 -	mips_06_01	"putative heat shock protein"
			mips_11_01_05
			mips_25_05_15
	at_At1g04800 -	mips_13_07	"unknown protein"
			mips_25_05_02
	at_At1g05320 -	mips_63_06	"unknown protein"
	at_At1g06530 -	mips_25_05_09	"hypothetical protein"
			mips_30_04_07
			mips_33_03_17
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45_03_09
			mips_47_03_13
			mips_47_03_13_05
	at_At1g77580 -	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	at_At2g16400 -	mips_01_06_01_07	"putative homeodomain transcription factor"
			mips_01_06_01_07_11
			mips_04
			mips_25_05_13
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_10
	at_At2g17990 -	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_40_03
			mips_63_03
			mips_63_17
			mips_63_17_01
	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_At2g19950 -	mips_63_06	"hypothetical protein"
	at_At2g27090 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_99
	at_At2g27990 -	mips_13_11	"putative homeodomain transcription factor"
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
			mips_25_05_10
	at_At2g35330 -	mips_45_03_12	"unknown protein"
	at_At2g37080 -	mips_14_01	"putative myosin heavy chain"
	at_At2g41520 -	mips_06_01	"Unknown protein"
			mips_08_10
			mips_40_19
	at_At3g11820 -	mips_04_09	"putative syntaxin"
			mips_40_09
	at_At3g13190	mips_14_01	"hypothetical protein"
			mips_25_05_09
			mips_30_04
			mips_30_04_07
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_47_03_13_05
			mips_63_07
	at_At3g15050 -	mips_40_04	"hypothetical protein"
			mips_63_06
	at_At3g17440 -	mips_08_07_03	"unknown protein"
			mips_08_07_07
			mips_30_04
			mips_30_08
			mips_40_09
	at_At3g47430 -	mips_30_19	"unknown protein"
			mips_40_19
	at_At3g51720 -	mips_01_04	"unknown protein"
			mips_30_04
	at_At4g00380 -	mips_04	""
			mips_40_04
			mips_63_06
			mips_63_19
			mips_67
			mips_67_13
	at_At4g19700 -	mips_03_01_05_03	"putative protein"
			mips_48
	at_At1g17730 -	mips_08_07_22	"unknown protein"
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_40_25
			mips_63_06
			mips_67_11
	at_At1g19700 -	mips_01_06_01_07	"unknown protein"
			mips_01_06_01_07_11
			mips_25_05_19
			mips_25_05_23
	at_At4g39190	mips_01_04	"hypothetical protein"
			mips_14_01
			mips_14_01_03
			mips_30_04
			mips_63_07
			mips_63_17
			mips_63_17_01
	at_At5g02030 -	mips_04_05_01_04_01	"putative homeodomain protein"
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_37_03_01_01_01_01
			mips_37_03_01_01_01_02
	at_At5g05180 -	mips_45_03_12	"unknown protein"
	at_At5g05760 -	mips_04_09	"t-SNARE SED5 (gb|AAC06291.1)"
			mips_06_04
			mips_13
			mips_25_05
			mips_67
	at_At5g09690 -	mips_04_05	"putative protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_16
	at_At1g21810 -	mips_63_06	"myosin-like protein"
	at_At1g22070 -	mips_04_05_01_04_01	"bZIP transcription factor TGA3/AtbZIP22"
	at_At5g40420 -	mips_30_09	"oleosin"
	at_At5g47130 -	mips_14_10_02	"putative protein"
	at_At5g51450 -	mips_30_19	"unknown protein"
			mips_40_19
	at_At5g51570 -	mips_03_01_03	"putative protein"
			mips_10_05_02
			mips_10_05_02_30
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_45
			mips_45_03
			mips_45_03_03
			mips_67_01
			mips_67_01_01
	at_At5g51600 -	mips_03_03_03	"putative protein"
			mips_63_06
	at_At1g27920	mips_03_03_03	"hypothetical protein"
			mips_13_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At5g62250 -	mips_01_04	"cytokinesis regulating protein - like"
			mips_03
			mips_03_03
			mips_03_03_03
			mips_06_07
			mips_10_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_19
	at_At5g66250 -	mips_06_07_03	"unknown protein"
			mips_13_07
			mips_30_27
			mips_30_27_01
	Propertest Accuracy: 4/43 (9.30%)
	Propertest Frequency class 'mips_63_07': 97/4430 (2.19%)

	New (unknown) data (2885 items):
	at_At1g02110 -	no entry	null
	at_At5g42570 -	no entry	null
	at_At5g45830 -	no entry	null
	at_At5g54480 -	no entry	null
	at_At5g65220 -	no entry	null
	at_At5g66660 -	no entry	null
	at_At1g31300 -	no entry	null
	at_At1g32040 -	no entry	null
	at_At1g48240 -	no entry	null
	at_At1g48300 -	no entry	null
	at_At2g23760 -	no entry	null
	at_At2g27740 -	no entry	null
	at_At1g09950 -	no entry	null
	at_At2g36650 -	no entry	null
	at_At3g21580 -	no entry	null
	at_At3g51290 -	no entry	null
	at_At3g62490 -	no entry	null
	at_At4g02880 -	no entry	null
	at_At1g16520 -	no entry	null
	at_At4g22020 -	mips_30	"glycine-rich protein"
	at_At4g27500 -	no entry	null
	at_At4g32560 -	no entry	null
	at_At1g21200 -	no entry	null
	at_At5g15990 -	no entry	null
	at_At5g41530 -	no entry	null
	at_At1g58340 -	no entry	null
	at_At1g66780 -	no entry	null
	at_At2g17110 -	no entry	null
	at_At1g06510 -	no entry	null
	at_At1g08780 -	no entry	null
	at_At2g43680 -	no entry	null
	at_At1g11670 -	no entry	null
	at_At1g15180 -	no entry	null
	at_At3g61800 -	no entry	null
	at_At4g00820 -	no entry	null
	at_At4g12000 -	no entry	null
	at_At4g29020 -	no entry	null
	at_At4g35710 -	no entry	null
	at_At5g23570 -	no entry	null
	at_At5g59390 -	no entry	null
	at_At1g58330 -	no entry	null
	at_At1g71870 -	no entry	null
	at_At1g05070 -	no entry	null
	at_At1g76870 -	no entry	null
	at_At2g15110 -	no entry	null
	at_At2g16990 -	no entry	null
	at_At2g32580 -	no entry	null
	at_At3g32990 -	no entry	null
	at_At3g49580 -	no entry	null
	at_At1g15150 -	no entry	null
	at_At3g61260 -	no entry	null
	at_At3g61570 -	no entry	null
	at_At4g04250 -	no entry	null
	at_At4g13160 -	mips_98	"putative protein"
	at_At4g17220 -	no entry	null
	at_At4g22790 -	no entry	null
	at_At4g39790 -	no entry	null
	at_At5g16790 -	no entry	null
	at_At5g19700 -	no entry	null
	at_At5g23890 -	no entry	null
	at_At5g48660 -	no entry	null
	at_At5g52050 -	no entry	null
	at_At5g61920 -	no entry	null


------------------
Rule 8297
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),c_len(_2,9.0-11.0),b_len(_3,1.0-3.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,45.54-101.0),a_len(_2,15.0-30.0) = 0
	ss(_1,_3,b,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,a,_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),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
	ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 1
	ss(_1,_3,a,_2),a_len(_3,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,33.33-45.54) = 0
	->  class mips_63_06 "motor protein"

	Evaluation on training data (5760 items):
	at_At1g22270 -	mips_45_03_12	"hypothetical protein"
	at_At1g23300 -	mips_11	"conserved hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At5g42880	mips_63_06	"putative protein"
	at_At5g43900	mips_08_16	"myosin heavy chain MYA2 (pir||S51824)"
			mips_08_22
			mips_14_04_03_01
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_30_25
			mips_63_06
	at_At5g44560	mips_08_07	"putative protein"
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_63_06
			mips_67_11
	at_At5g48160	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_08
			mips_08_22
			mips_08_22_01
			mips_14
			mips_14_04
			mips_25
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_63_03
			mips_63_06
			mips_63_19
	at_At5g49880	mips_40_03	"mitotic checkpoint protein-like"
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At5g54650 -	mips_03_01	"unknown protein"
			mips_03_01_03
			mips_13_11
			mips_40_04
			mips_40_04_03
			mips_62_02_01
			mips_62_02_01_01
	at_At5g55230 -	mips_02_45	"putative protein"
			mips_03_03_01_01
			mips_03_03_03
			mips_03_03_04
			mips_03_03_04_07
			mips_13_05
			mips_20_25_09
			mips_25_05_15
			mips_30_04_03
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04_03
			mips_45
			mips_45_03
			mips_45_03_12
	at_At5g57200 -	mips_01_03	"putative protein"
			mips_01_03_16
			mips_06_10
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_40_09
	at_At5g58320 -	mips_45	"contains similarity to unknown protein (gb|AAB63087.1)"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g59210 -	mips_13	"unknown protein"
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_04
			mips_30_04_07
			mips_30_27
			mips_30_27_01
			mips_35_03_09
			mips_40_04
			mips_40_27
			mips_40_27_01
			mips_63
			mips_63_07
	at_At5g60210	mips_40_04	"putative protein"
			mips_63_06
	at_At5g60930	mips_08_22	"microtubule-associated motor - like"
			mips_08_22_01
			mips_63_06
	at_At5g61200 -	mips_06_07_03	"putative protein"
			mips_14_10
			mips_14_10_02
			mips_40_04
	at_At5g62410 -	mips_03_01	"chromosomal protein - like"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_05
			mips_03_03_04_07
			mips_06_10
			mips_08
			mips_14_01
			mips_14_01_01
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_67_50
			mips_67_50_25
	at_At5g65930	mips_08_99	"kinesin-like calmodulin-binding protein"
			mips_30
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g66030 -	mips_14_01	"unknown protein"
			mips_30_04
			mips_30_04_07
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_47_03_13_05
			mips_63_07
	at_At1g32530	mips_13_07	"unknown protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_06
	at_At1g33240 -	mips_63_03_01	"DNA-binding factor, putative"
			mips_63_17_09
	at_At1g34260 -	mips_08_13	"hypothetical protein"
			mips_30_25
	at_At1g50660 -	mips_13_07	"hypothetical protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At1g50970 -	mips_08_07	"hypothetical protein"
			mips_40_08
	at_At1g03550 -	mips_08_07_07	"unknown protein"
			mips_40_09
	at_At1g03830	mips_63_06	"hypothetical protein"
	at_At1g04160	mips_08_07	"myosin heavy chain MYA2"
			mips_08_16
			mips_08_22
			mips_14_04_03
			mips_14_04_03_01
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_30_25
			mips_63_06
	at_At1g05130 -	mips_20_25	"unknown protein"
			mips_20_25_01
			mips_20_25_01_03
			mips_20_25_01_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_47
			mips_47_03
			mips_47_03_02
	at_At1g58110	mips_02_45	"hypothetical protein"
			mips_02_45_99
			mips_04_05_01_04
			mips_13
			mips_13_05
			mips_20_25
			mips_20_25_09
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_40_04_99
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_03
			mips_47_03_03
			mips_47_03_03_01
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g62740 -	mips_11_01	"TPR-repeat protein"
			mips_14_01
	at_At1g63300	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	at_At1g66840	mips_63_06	"hypothetical protein"
	at_At1g68060	mips_06_07	"unknown protein"
			mips_13_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_06
	at_At1g68910	mips_40_04	"unknown protein"
			mips_63_06
	at_At1g70610 -	mips_67_50	"transporter associated with antigen processing-like protein (TAP1)"
			mips_67_50_25
	at_At1g70750	mips_40_03	"IFA-binding protein"
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g71820 -	mips_08_16	"unknown protein (At1g71820)"
			mips_13_03
			mips_13_03_01
			mips_40_04_03
			mips_40_27
	at_At1g73030	mips_06_04	"unknown protein"
			mips_06_10
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_14
			mips_14_04
			mips_30
			mips_30_22
			mips_40_04
			mips_40_09
			mips_40_22
			mips_40_25
			mips_63_01
			mips_63_06
			mips_63_19
			mips_67
			mips_67_11
	at_At1g75410 -	mips_25_05_10	"homeodomain protein BELL1, putative"
			mips_25_05_13
			mips_25_05_15
			mips_33_03_13
			mips_35_03_17
	at_At1g76890 -	mips_63_03_01	"unknown protein"
			mips_63_17
			mips_63_17_09
	at_At1g77920 -	mips_13_05	"bZip transcription factor AtbZip50"
			mips_20_25_16
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g06300 -	mips_40_19	"hypothetical protein, 5' partial"
			mips_67_15
	at_At2g01910 -	mips_03_03_03	"unknown protein"
			mips_13_07
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g04070 -	mips_11_07	"hypothetical protein"
			mips_67_28
	at_At2g16950 -	mips_06_04	"putative transportin"
			mips_08
			mips_40_16
	at_At2g21230 -	mips_04_05	"bZIP transcription factor AtbZip30"
			mips_04_05_01
			mips_04_05_01_04
			mips_40_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_03
			mips_63_07
	at_At2g23360	mips_63_06	"unknown protein"
	at_At2g27220 -	mips_01_06_01	"putative homeodomain transcription factor"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_25_05_19
			mips_25_05_23
	at_At1g08730	mips_20_25	"putative myosin MYA1, class V (Z28389)"
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_06
	at_At1g09470 -	mips_25_05_09	"hypothetical protein"
			mips_30_04_07
	at_At2g30500 -	mips_13	"unknown protein"
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_27
			mips_30_27_01
			mips_35_03_12
			mips_40
			mips_40_27
			mips_40_27_01
			mips_63
			mips_63_07
	at_At2g31370 -	mips_13_03	"bZIP transcription factor PosF21 / AtbZip59"
			mips_13_03_01
			mips_63_17_01
	at_At2g31970	mips_03_01	"putative RAD50 DNA repair protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03
			mips_03_03_02
			mips_08
			mips_11_01
			mips_13_11
			mips_30_10
			mips_40_04
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At2g35690 -	mips_02	"putative acyl-CoA oxidase"
			mips_01_06
			mips_01_06_04
			mips_40_19
			mips_67_15
	at_At2g35940 -	mips_04_05_01_04_01	"putative homeodomain transcription factor"
			mips_04_05_99
			mips_04_99
			mips_40_99
	at_At2g36200	mips_08_22	"putative kinesin-related cytokinesis protein"
			mips_63_06
	at_At2g37420	mips_63_06	"putative kinesin heavy chain"
	at_At2g38330 -	mips_11	"hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At2g38510 -	mips_67_28	"hypothetical protein"
	at_At2g38580 -	mips_13_07	"hypothetical protein"
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g39480 -	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	at_At2g40620	mips_06_07	"bZIP transcription factor AtbZip18"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_06
			mips_63_07
	at_At2g42560 -	mips_13_07	"putative seed maturation protein"
			mips_20_25_16
			mips_30_27
			mips_30_27_01
			mips_40_27
			mips_40_27_01
			mips_63_07
	at_At2g43800 -	mips_03_01	"unknown protein"
			mips_03_01_03
			mips_03_03
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g45130 -	mips_01_04_04	"hypothetical protein"
			mips_08_13
			mips_10_05_02
			mips_10_05_02_24
			mips_14_01_03
	at_At2g46180	mips_13_05	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At3g10880 -	mips_25_05_09	"hypothetical protein"
			mips_30_04_07
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_47_03_13
			mips_47_03_13_05
			mips_63_07
	at_At3g12020	mips_08_22	"hypothetical protein"
			mips_63_06
	at_At1g11180 -	mips_08_07	"secretory carrier membrane protein, putative"
			mips_08_07_07
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At3g12550 -	mips_13_07	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At3g18480 -	mips_13_07	"unknown protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At3g24300 -	mips_08_19	"ammonium transporter"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At3g32190	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At1g13220	mips_13_05	"putative nuclear matrix constituent protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_06
			mips_63_07
	at_At1g13580 -	mips_03_99	"hypothetical protein"
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_01
			mips_14_04_09
			mips_14_04_09_05
			mips_14_10
			mips_14_20
			mips_40_27
			mips_40_27_99
	at_At3g47730 -	mips_67_50	"ABC-type transport protein-like protein"
			mips_67_50_25
	at_At3g48670	mips_63_06	"putative protein"
	at_At3g53040 -	mips_45	"late embryogenesis abundant protein - like"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At3g58970 -	mips_04_05_05_01	"unknown protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
	at_At3g59020 -	mips_01_03_16	"putative protein"
			mips_08_01
			mips_40_10_05
	at_At4g01780	mips_63_06	"hypothetical protein"
	at_At4g02710 -	mips_13_05	"predicted protein of unknown function"
			mips_25_05_15
			mips_35_03_12
	at_At1g14840 -	mips_45	"putative protein"
			mips_45_03
			mips_45_03_12
	at_At1g15130 -	mips_01_04	"unknown protein"
			mips_06_07
			mips_06_07_03
			mips_11_01
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_40_04
			mips_40_27
			mips_40_27_01
	at_At1g15910 -	mips_13_05	""
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At4g21270	mips_08_22	"kinesin-related protein katA"
			mips_08_99
			mips_20_25_01
			mips_20_25_01_01
			mips_63_06
	at_At4g22990 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_24
			mips_10_05_99
			mips_13_11_03
			mips_13_11_03_03
			mips_14_01_03
			mips_40_30
			mips_67_07
			mips_67_07_99
	at_At4g27180	mips_08_22	"kinesin-related protein katB"
			mips_08_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_04
			mips_63_06
	at_At1g17580 -	mips_20_25_01	"myosin"
			mips_20_25_01_01
			mips_30_03
	at_At1g17680 -	mips_40_10_99	"hypothetical protein"
	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_At4g32980 -	mips_25_05_07	"homeobox gene ATH1"
			mips_25_05_19
			mips_25_05_19_05
			mips_37
			mips_37_03
			mips_37_03_15
			mips_37_03_15_04
			mips_37_03_99
	at_At4g33390 -	mips_01	"putative protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_13
			mips_13_05
			mips_40
			mips_40_04
			mips_63
			mips_63_07
			mips_63_19
			mips_99
	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_At4g38070	mips_63_06	"hypothetical protein"
	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_At4g40060 -	mips_04_05_01_04_01	"homeodomain - like protein"
			mips_14_01_03_03
			mips_25_05_10
			mips_25_05_19
			mips_25_05_19_07
	at_At5g06140 -	mips_10_05_01	"sorting nexin-like protein"
			mips_10_05_01_12
			mips_40_08
	at_At5g07650 -	mips_04_05_01_04_01	"putative protein"
	at_At5g07660	mips_03_01_05	"SMC-like protein"
			mips_03_01_05_01
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At5g12150 -	mips_08_16	"putative protein"
			mips_08_16_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04
			mips_25_05
			mips_30
			mips_30_04_03
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45_03_17
			mips_47_03_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_21
			mips_63_21_01
			mips_98
	at_At5g13460 -	mips_40_04	"unknown protein"
			mips_63_01
			mips_63_19
	at_At5g13750 -	mips_67_50_03	"transporter-like protein"
	at_At5g15920	mips_03_01_05_01	"putative protein"
			mips_63_06
			mips_67_50
			mips_67_50_25
	at_At5g20450	mips_30_03	"putative protein"
			mips_63_06
	at_At5g22950	mips_08_07	"Unknown protein (At5g22950; MRN17.18)"
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_63_06
			mips_67_11
	at_At5g38030 -	mips_67	"putative transmembrane protein"
			mips_67_28
	at_At5g38150 -	mips_40_27	"putative protein"
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At5g41140	mips_06_07	"putative protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_63_06
	at_At5g41410 -	mips_25_05_13	"homeotic protein BEL1 homolog"
	Training Accuracy: 40/109 (36.70%)
	Training Frequency class 'mips_63_06': 119/5760 (2.07%)

	Evaluation on validation data (2885 items):
	at_At1g03950	mips_06_10	"unknown protein (At1g03950)"
			mips_08_07
			mips_08_07_22
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_40_27
			mips_63_06
			mips_63_07
			mips_67_11
	at_At1g06070 -	mips_01_04	"bZip transcription factor AtbZip69"
			mips_06_07
			mips_08_16
			mips_08_22
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_25
	at_At1g54560	mips_20_25_01	""
			mips_20_25_01_01
			mips_30_03
			mips_63_06
			mips_63_07
	at_At1g55250	mips_63_06	"unknown protein"
	at_At1g58450 -	mips_06_01	"hypothetical protein"
			mips_25_03
	at_At1g67230	mips_63_06	"unknown protein"
	at_At1g70140 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_62_02_01_01
	at_At2g01750	mips_13_05	"putative myosin heavy chain-like protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At2g06210 -	mips_05	"putative TPR repeat nuclear phosphoprotein"
			mips_06_07
			mips_20
			mips_40_03
			mips_63_01
	at_At2g06530	mips_08_07_22	"unknown protein"
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_63_06
			mips_67_11
	at_At2g13150 -	mips_04_05_01_04_01	"bZIP transcription factor AtbZip31"
			mips_40_10_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_03_01
	at_At2g18260 -	mips_08_07	"putative syntaxin"
			mips_13_03
			mips_13_03_01
			mips_25_05_09
			mips_40_09
			mips_67_01
	at_At2g18340 -	mips_06_10	"similar to late embryogenesis abundant proteins"
			mips_13_07
			mips_25_05_09
			mips_25_05_15
			mips_30_27
			mips_30_27_01
			mips_35
			mips_35_03
			mips_35_03_12
			mips_37
			mips_37_03
			mips_37_03_13
			mips_40_27
			mips_40_27_01
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_13
			mips_47_03_13_99
			mips_63_07
	at_At2g22560 -	mips_45	"hypothetical protein"
			mips_45_03
			mips_45_03_12
			mips_63_07
	at_At2g26410	mips_10_05	"putative SF16 protein {Helianthus annuus}"
			mips_30_03
			mips_40_04
			mips_40_10_99
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_06
	at_At2g26570	mips_63_06	"unknown protein"
	at_At2g28620	mips_08_22	"putative kinesin-like spindle protein"
			mips_40_04
			mips_63_06
	at_At1g10320 -	mips_04_05_05_01	"unknown protein"
	at_At2g32240	mips_40_04	"putative myosin heavy chain"
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g34360 -	mips_11_07	"hypothetical protein"
			mips_67_28
	at_At2g42170 -	mips_06	"pseudogene"
			mips_06_04
			mips_08
			mips_08_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_07
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_03
			mips_40_04
			mips_40_04_07
			mips_47
			mips_47_03
			mips_47_03_13
			mips_47_03_13_05
			mips_63
			mips_63_01
			mips_63_07
	at_At2g44950	mips_63_06	"unknown protein"
	at_At3g07190 -	mips_63_17_01	"unknown protein"
	at_At3g07740 -	mips_03_03	"unknown protein"
			mips_03_03_01
			mips_04_05_99
			mips_40_10_03
			mips_40_10_99
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_63_03_01
	at_At3g12400 -	mips_02	"unknown protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_06_07
			mips_06_13
			mips_06_13_04
			mips_08
			mips_08_13
			mips_63_01
			mips_63_03
	at_At3g15380 -	mips_67_07	"unknown protein"
			mips_67_07_99
			mips_67_12
	at_At3g15950	mips_63_06	"unknown protein"
	at_At3g16000	mips_63_06	"myosin heavy chain like protein"
	at_At3g22790 -	mips_03_03_01	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_99
	at_At3g23980	mips_40_04	"unknown protein"
			mips_63_06
	at_At3g25540 -	mips_03	"unknown protein"
			mips_03_99
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06_04
			mips_06_10
			mips_10_05
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_01
			mips_14
			mips_14_04
			mips_14_04_09
			mips_14_04_09_05
			mips_14_10
			mips_14_20
			mips_40_07
			mips_40_27
			mips_40_27_99
			mips_63_01
			mips_63_03
	at_At3g27660 -	mips_30_09	"oleosin isoform"
	at_At3g28770	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_08
			mips_63_06
	at_At3g32400 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_40_04
			mips_40_04_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_01
			mips_63_03
			mips_63_19
	at_At3g43680 -	mips_25_05_09	"putative protein"
			mips_40_27
	at_At1g12150 -	mips_13_05	"hypothetical protein"
			mips_13_07
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At3g47460 -	mips_03_01	"chromosome assembly protein homolog"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_05
			mips_03_03_04_07
			mips_06_10
			mips_14_01_01
			mips_30_10_03
			mips_48
			mips_67_50_25
	at_At3g52400 -	mips_04_09	"syntaxin-like protein synt4"
			mips_40_09
	at_At3g53350 -	mips_45_03_12	"unknown protein"
	at_At4g03620 -	mips_14	"hypothetical protein"
			mips_14_01
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_04
			mips_30_04_07
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04
			mips_40_04_07
			mips_63_07
	at_At4g09150 -	mips_33	"putative protein"
			mips_33_03
			mips_33_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At4g11100 -	mips_25_05_09	"unknown protein"
			mips_30_04_07
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47_03_13
			mips_47_03_13_05
			mips_63_07
	at_At4g13780 -	mips_05_10	"methionyl-tRNA synthetase - like protein"
			mips_40_26
			mips_40_26_03
	at_At4g25640 -	mips_11	"putative protein"
			mips_11_07
			mips_67
			mips_67_28
	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_At1g20530 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_09
			mips_63
			mips_63_03
			mips_98
			mips_99
	at_At4g34430 -	mips_03_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_01
			mips_30_10_03
			mips_40_10_99
	at_At4g34610 -	mips_20_25_16	"Homeodomain - like protein"
			mips_25_05_10
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_03
			mips_37_03_21_03_05
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_05
	at_At4g37460 -	mips_14_01	"putative protein"
	at_At4g38380 -	mips_08	"putative protein"
			mips_08_16
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_05_01_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_05
			mips_40_02
			mips_67
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_50_05_03
	at_At4g39030 -	mips_67_28	"enhanced disease susceptibility 5 gene (EDS5)"
	at_At5g02370	mips_63_06	"kinesin -like protein"
	at_At5g06110 -	mips_40_10_03	"cell division related protein-like"
	at_At5g06680 -	mips_03_03_01_01	"gamma-tubulin interacting protein-like"
			mips_03_03_01_01_11
			mips_03_03_05
			mips_03_03_05_01
			mips_03_03_05_99
			mips_30_04_05
			mips_30_04_99
			mips_40_04_05
			mips_40_05
			mips_63_07
	at_At5g09720 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
	at_At5g10200 -	mips_06_01	"putative protein"
	at_At5g17250 -	mips_01_04_01	"unknown protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_13_05
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_40_01
	at_At5g20470	mips_30	"myosin-like protein"
			mips_30_03
			mips_30_04
			mips_40_03
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g27220	mips_06_07_03	"putative protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At5g39510 -	mips_03	"v-SNARE AtVTI1a"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_03
			mips_08_07_07
			mips_30
			mips_30_08
			mips_40_02
			mips_40_03
			mips_40_08
			mips_40_09
			mips_63_17
			mips_63_17_01
			mips_67
	at_At5g41790	mips_63_06	"myosin heavy chain-like protein"
	at_At1g22710 -	mips_33_03_99	"putative sucrose transport protein, SUC2"
			mips_47_03_15
			mips_47_03_15_09
			mips_67_07
			mips_67_50_03
	at_At5g53480 -	mips_08_01	"importin beta"
			mips_40_10_05
			mips_63_17
			mips_63_17_09
	at_At5g57410 -	mips_06_04	"putative protein"
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_10_05_01_12_99
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_03
			mips_63_17
			mips_63_17_01
	at_At5g61460 -	mips_03_01	"MIM protein"
			mips_03_01_05
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
	at_At1g52320 -	mips_40_27	"bZIP protein, putative"
			mips_40_27_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_05
	Validation Accuracy: 19/66 (28.79%)
	Validation Frequency class 'mips_63_06': 62/2885 (2.15%)

	Evaluation on propertest data (4430 items):
	at_At1g01950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At1g03290	mips_45	"unknown protein"
			mips_45_03
			mips_45_03_12
			mips_63_06
			mips_63_07
	at_At1g04130 -	mips_03_03_01_01	"unknown protein (At1g04130)"
			mips_03_03_01_01_11
			mips_03_03_01_01_13
			mips_03_03_01_03
			mips_30_05
			mips_40_05
	at_At1g47750 -	mips_30_19	"unknown protein"
			mips_40_19
	at_At1g47900	mips_63_06	"mysoin-like protein"
	at_At1g51610 -	mips_03_01_11	"unknown protein (At1g51610)"
			mips_40_09
			mips_40_22
			mips_67_50
			mips_67_50_25
	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_At1g56440 -	mips_06_01	"hypothetical protein"
	at_At1g59910 -	mips_03_01_03	"hypothetical protein"
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g63010 -	mips_01_05_07	"putative tetracycline resistance efflux protein"
			mips_08_19
			mips_67_07
			mips_67_99
	at_At1g64330	mips_63_06	"unknown protein"
	at_At1g65010	mips_40_04	"hypothetical protein"
			mips_63_06
	at_At1g65260 -	mips_13_07	"unknown protein"
			mips_30_27
			mips_30_27_99
			mips_40_27
			mips_40_27_99
			mips_63_07
	at_At1g74250 -	mips_06_01	"putative heat shock protein"
			mips_11_01_05
			mips_25_05_15
	at_At1g04800 -	mips_13_07	"unknown protein"
			mips_25_05_02
	at_At1g05020 -	mips_06_10	"putative clathrin protein"
			mips_08_19
			mips_13_03_01
			mips_40_09
	at_At1g05320	mips_63_06	"unknown protein"
	at_At1g06530 -	mips_25_05_09	"hypothetical protein"
			mips_30_04_07
			mips_33_03_17
			mips_35_03_09
			mips_37
			mips_37_03
			mips_37_03_13
			mips_37_03_13_05
			mips_40_04_07
			mips_43
			mips_43_03
			mips_43_03_17
			mips_45_03_09
			mips_47_03_13
			mips_47_03_13_05
	at_At1g76850 -	mips_08_16	"hypothetical protein"
			mips_10_01_05_01
			mips_10_05_01
			mips_10_05_01_12
			mips_13_03_01
			mips_14_01_03
			mips_14_01_05
			mips_14_01_05_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
			mips_40_04_03
			mips_40_27
			mips_47_03_03
			mips_47_03_03_02
	at_At1g76880 -	mips_63_03_01	"hypothetical protein"
			mips_63_17
			mips_63_17_09
	at_At1g77580	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35_03_12
			mips_63_06
	at_At1g80410 -	mips_01_06_07	"putative N-terminal acetyltransferase (At1g80410)"
			mips_05_99
	at_At1g80790	mips_40_04	"hypothetical protein"
			mips_63_06
	at_At2g16400 -	mips_01_06_01_07	"putative homeodomain transcription factor"
			mips_01_06_01_07_11
			mips_04
			mips_25_05_13
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_10
	at_At2g17990 -	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_40_03
			mips_63_03
			mips_63_17
			mips_63_17_01
	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_At2g19950	mips_63_06	"hypothetical protein"
	at_At2g27090 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_99
	at_At2g27990 -	mips_13_11	"putative homeodomain transcription factor"
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
			mips_25_05_10
	at_At2g33240	mips_20_25_01	"putative myosin heavy chain"
			mips_20_25_01_01
			mips_30_03
			mips_63_06
	at_At2g34670 -	mips_04	"hypothetical protein"
			mips_40_10
	at_At2g35330 -	mips_45_03_12	"unknown protein"
	at_At2g37080 -	mips_14_01	"putative myosin heavy chain"
	at_At2g40480 -	mips_25_05	"hypothetical protein"
			mips_25_05_09
			mips_40_04
			mips_40_04_07
			mips_40_27_01
	at_At2g41520 -	mips_06_01	"Unknown protein"
			mips_08_10
			mips_40_19
	at_At2g45150 -	mips_01_03_99	"putative phosphatidate cytidylyltransferase (T14P1.4/At2g45150)"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_40_10_05
	at_At2g46430 -	mips_06	"putative cyclic nucleotide-regulated ion channel protein"
			mips_10
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_10
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_05
			mips_47_03_03
			mips_47_03_03_01
			mips_63_01
			mips_67
			mips_67_01
			mips_67_01_01
	at_At3g15050	mips_40_04	"hypothetical protein"
			mips_63_06
	at_At3g16320 -	mips_03_03_01_01_11	"unknown protein"
			mips_03_03_01_01_13
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_10
			mips_14_01_01
			mips_30_05
			mips_40_04_05
			mips_40_05
			mips_62_01_07
	at_At3g17360	mips_03_03_01_01	"kinesin-like protein"
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_40_10_03
			mips_63_06
	at_At3g17440 -	mips_08_07_03	"unknown protein"
			mips_08_07_07
			mips_30_04
			mips_30_08
			mips_40_09
	at_At3g19370	mips_63_06	"unknown protein"
	at_At1g12430	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At1g12930 -	mips_04_07	"unknown protein"
			mips_04_09
			mips_08_01
	at_At3g44050	mips_63_06	"kinesin -like protein"
	at_At3g47430 -	mips_30_19	"unknown protein"
			mips_40_19
	at_At3g51720 -	mips_01_04	"unknown protein"
			mips_30_04
	at_At3g54630 -	mips_13_05	"putative protein"
			mips_25_05_09
			mips_40_27
			mips_63_07
	at_At3g54870	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At3g56480	mips_03_03_01	"putative protein"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_06
	at_At4g00380	mips_04	""
			mips_40_04
			mips_63_06
			mips_63_19
			mips_67
			mips_67_13
	at_At4g10640	mips_63_06	"putative protein"
	at_At4g11420 -	mips_03	"putative protein"
			mips_03_03
			mips_03_03_01
			mips_05
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_08
			mips_40_09
			mips_63
			mips_98
	at_At4g14760	mips_03	"centromere protein homolog"
			mips_03_03
			mips_03_03_01
			mips_03_99
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At4g16150	mips_14_04_03	"Calmodulin-binding transcription activator 5 (CAMTA5)"
			mips_14_04_03_01
			mips_30_04
			mips_63_06
	at_At4g19700 -	mips_03_01_05_03	"putative protein"
			mips_48
	at_At1g17730	mips_08_07_22	"unknown protein"
			mips_08_10
			mips_08_13
			mips_30_22
			mips_40_09
			mips_40_22
			mips_40_25
			mips_63_06
			mips_67_11
	at_At1g18410	mips_08_99	"kinesin-related protein, putative"
			mips_30_04
			mips_63_06
	at_At1g19700 -	mips_01_06_01_07	"unknown protein"
			mips_01_06_01_07_11
			mips_25_05_19
			mips_25_05_23
	at_At1g20570 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_01_01_11
			mips_03_03_05
			mips_03_03_05_01
			mips_03_03_05_99
			mips_30_04
			mips_30_04_05
			mips_30_04_99
			mips_40_04_05
			mips_40_05
			mips_63_07
	at_At4g30090	mips_03_03	"putative protein"
			mips_30_04
			mips_40_04
			mips_63_06
	at_At4g36870 -	mips_14_10	"BEL1-like homeobox 2 protein (BLH2)"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_03_01
	at_At4g39190 -	mips_01_04	"hypothetical protein"
			mips_14_01
			mips_14_01_03
			mips_30_04
			mips_63_07
			mips_63_17
			mips_63_17_01
	at_At4g40020 -	mips_06_07_03	"putative protein"
			mips_30
			mips_40_04
	at_At5g02030 -	mips_04_05_01_04_01	"putative homeodomain protein"
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_37_03_01_01_01_01
			mips_37_03_01_01_01_02
	at_At5g05180 -	mips_45_03_12	"unknown protein"
	at_At5g05760 -	mips_04_09	"t-SNARE SED5 (gb|AAC06291.1)"
			mips_06_04
			mips_13
			mips_25_05
			mips_67
	at_At5g07760 -	mips_14_01	"putative protein"
			mips_40_04_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g09690 -	mips_04_05	"putative protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_16
	at_At5g09900 -	mips_06_13_01	"26S proteasome p55 protein-like"
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	at_At5g13260	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			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_63_06
	at_At5g16730	mips_06_07_03	"putative protein"
			mips_13_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_06
	at_At5g16930 -	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_48
	at_At1g21810	mips_63_06	"myosin-like protein"
	at_At1g22070 -	mips_04_05_01_04_01	"bZIP transcription factor TGA3/AtbZIP22"
	at_At1g22260	mips_63_06	"hypothetical protein"
	at_At5g22830 -	mips_04_05_05	"magnesium transporter protein (GMN10)"
			mips_04_05_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
	at_At5g38720 -	mips_04_01	"putative protein"
			mips_04_01_04
			mips_05_99
	at_At5g40420 -	mips_30_09	"oleosin"
	at_At5g41310	mips_08_99	"kinesin-like protein"
			mips_63_06
	at_At5g47130 -	mips_14_10_02	"putative protein"
	at_At5g48600 -	mips_03_03_01	"chromosome condensation protein"
			mips_03_03_01_01_11
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_30_10_03
			mips_67_50_25
	at_At5g51450 -	mips_30_19	"unknown protein"
			mips_40_19
	at_At5g51570 -	mips_03_01_03	"putative protein"
			mips_10_05_02
			mips_10_05_02_30
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_45
			mips_45_03
			mips_45_03_03
			mips_67_01
			mips_67_01_01
	at_At5g51600	mips_03_03_03	"putative protein"
			mips_63_06
	at_At5g52280	mips_40_03	"hyaluronan mediated motility receptor-like protein"
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g54440 -	mips_08_07	"unknown protein"
			mips_08_07_03
			mips_40_08
			mips_67
	at_At1g27920 -	mips_03_03_03	"hypothetical protein"
			mips_13_07
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_27
			mips_63_07
	at_At5g62250 -	mips_01_04	"cytokinesis regulating protein - like"
			mips_03
			mips_03_03
			mips_03_03_03
			mips_06_07
			mips_10_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_19
	at_At5g64760 -	mips_06_13_01	"proteasome regulatory subunit-like"
			mips_06_13_01_01
	at_At5g66250 -	mips_06_07_03	"unknown protein"
			mips_13_07
			mips_30_27
			mips_30_27_01
	Propertest Accuracy: 32/91 (35.16%)
	Propertest Frequency class 'mips_63_06': 103/4430 (2.33%)

	New (unknown) data (2885 items):
	at_At1g02110 -	no entry	null
	at_At5g42570 -	no entry	null
	at_At5g45830 -	no entry	null
	at_At5g54480 -	no entry	null
	at_At5g65220 -	no entry	null
	at_At5g65380 -	no entry	null
	at_At1g31300 -	no entry	null
	at_At1g34590 -	no entry	null
	at_At1g42200 -	no entry	null
	at_At1g47530 -	no entry	null
	at_At1g48240 -	no entry	null
	at_At1g48300 -	no entry	null
	at_At1g61890 -	no entry	null
	at_At1g64820 -	mips_67	"hypothetical protein"
	at_At1g79830 -	no entry	null
	at_At2g04100 -	no entry	null
	at_At2g23760 -	no entry	null
	at_At2g27740 -	no entry	null
	at_At1g09950 -	no entry	null
	at_At3g21580 -	no entry	null
	at_At3g25680 -	no entry	null
	at_At3g26590 -	no entry	null
	at_At3g28270 -	no entry	null
	at_At1g14740 -	no entry	null
	at_At3g51290 -	no entry	null
	at_At3g62490 -	no entry	null
	at_At4g01180 -	no entry	null
	at_At4g02800 -	no entry	null
	at_At4g02880 -	no entry	null
	at_At1g16520 -	no entry	null
	at_At4g10780 -	no entry	null
	at_At4g13630 -	no entry	null
	at_At4g18680 -	no entry	null
	at_At4g22020 -	mips_30	"glycine-rich protein"
	at_At4g25070 -	no entry	null
	at_At4g27500 -	no entry	null
	at_At4g30130 -	no entry	null
	at_At4g32560 -	no entry	null
	at_At4g34660 -	no entry	null
	at_At4g35240 -	no entry	null
	at_At5g04700 -	no entry	null
	at_At1g21200 -	no entry	null
	at_At5g15990 -	no entry	null
	at_At5g41530 -	no entry	null
	at_At1g66330 -	no entry	null
	at_At1g73020 -	no entry	null
	at_At1g79910 -	no entry	null
	at_At2g04080 -	no entry	null
	at_At2g17110 -	no entry	null
	at_At1g06510 -	no entry	null
	at_At1g08780 -	no entry	null
	at_At2g43680 -	no entry	null
	at_At3g23930 -	no entry	null
	at_At3g43310 -	no entry	null
	at_At1g11670 -	no entry	null
	at_At1g12270 -	no entry	null
	at_At3g61800 -	no entry	null
	at_At4g00820 -	no entry	null
	at_At4g12000 -	no entry	null
	at_At4g28200 -	no entry	null
	at_At4g29020 -	no entry	null
	at_At4g35710 -	no entry	null
	at_At5g18410 -	no entry	null
	at_At5g23570 -	no entry	null
	at_At5g27230 -	no entry	null
	at_At5g32440 -	no entry	null
	at_At5g53020 -	no entry	null
	at_At5g59390 -	no entry	null
	at_At1g25420 -	no entry	null
	at_At1g50730 -	no entry	null
	at_At1g51900 -	no entry	null
	at_At1g51340 -	mips_67	"putative protein"
	at_At1g58330 -	no entry	null
	at_At1g66760 -	no entry	null
	at_At1g05070 -	no entry	null
	at_At1g76630 -	no entry	null
	at_At1g76870 -	no entry	null
	at_At2g04040 -	mips_67	"hypothetical protein"
	at_At2g04050 -	no entry	null
	at_At2g15110 -	no entry	null
	at_At2g25320 -	no entry	null
	at_At2g31240 -	no entry	null
	at_At2g32580 -	no entry	null
	at_At2g46250 -	no entry	null
	at_At3g32990 -	no entry	null
	at_At3g49580 -	no entry	null
	at_At3g60320 -	no entry	null
	at_At3g61260 -	no entry	null
	at_At3g61570 -	no entry	null
	at_At3g62080 -	no entry	null
	at_At4g04250 -	no entry	null
	at_At4g10840 -	no entry	null
	at_At4g13160 -	mips_98	"putative protein"
	at_At4g13200 -	no entry	null
	at_At4g14650 -	no entry	null
	at_At4g21900 -	no entry	null
	at_At4g22500 -	no entry	null
	at_At4g23030 -	no entry	null
	at_At4g32350 -	no entry	null
	at_At4g39790 -	no entry	null
	at_At5g10820 -	no entry	null
	at_At5g16790 -	no entry	null
	at_At5g17700 -	no entry	null
	at_At5g19700 -	no entry	null
	at_At5g23890 -	no entry	null
	at_At5g25590 -	no entry	null
	at_At5g41780 -	no entry	null
	at_At5g52050 -	no entry	null
	at_At5g52410 -	no entry	null
	at_At5g52450 -	no entry	null
	at_At5g55860 -	no entry	null
	at_At5g61920 -	no entry	null
	at_At5g63210 -	no entry	null


------------------
Rule 545
	beta_dist(_1,11.94-19.41),alpha_dist(_1,33.33-45.54) = 1
	ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 1
	ss(_1,_3,c,_2),coil_dist(_1,53.24-60.98),c_len(_3,1.0-3.0),a_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,6.0-9.0),a_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,1.0-3.0),b_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),coil_dist(_1,48.08-53.24),c_len(_2,30.0-1200.0),b_len(_3,3.0-6.0) = 0
	ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),c_len(_2,1.0-3.0),b_len(_3,9.0-11.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),alpha_dist(_1,33.33-45.54),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,6.0-9.0),b_len(_3,9.0-11.0) = 0
	ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),a_len(_2,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_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),c_len(_5,3.0-6.0) = 1
	ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,11.94-19.41),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,33.33-45.54),b_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,1.0-3.0),a_len(_3,15.0-30.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,1.0-3.0),a_len(_3,9.0-11.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,1.0-3.0),a_len(_3,6.0-9.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,41.76-48.08),b_len(_2,3.0-6.0),a_len(_3,3.0-6.0) = 0
	ss(_1,_3,a,_2),alpha_dist(_1,33.33-45.54),coil_dist(_1,48.08-53.24),c_len(_2,30.0-1200.0) = 0
	ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,6.0-9.0) = 0
	ss(_1,_3,a,_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),b_len(_4,6.0-9.0) = 0
	ss(_1,_3,a,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),b_len(_2,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),coil_dist(_1,1.54-41.76) = 0
	ss(_1,_3,a,_2),b_len(_2,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,9.0-11.0) = 0
	ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
	ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,48.08-53.24) = 0
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,41.76-48.08) = 0
	ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,6.0-9.0) = 0
	ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,1.0-3.0) = 0
	->  class mips_01_01 "amino acid metabolism"

	Evaluation on training data (5760 items):
	at_At1g22210 -	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g22380 -	mips_01_05	"hypothetical protein, 5' partial"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At1g22940	mips_01_01	"phosphomethylpyrimidine kinase"
			mips_01_01_01
			mips_01_07
			mips_01_07_01
	at_At5g43650 -	mips_01_06_10	"putative protein"
	at_At5g44640 -	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g45000 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At5g47810 -	mips_02	"pyrophosphate-fructose-6-phosphate 1-phosphotransferase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_04
			mips_02_01
			mips_40_03
	at_At5g47890 -	mips_02_13	"NADH dehydrogenase 10.5K chain-like protein"
			mips_02_13_03
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_67_04
			mips_67_15
	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_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_At5g53970	mips_01_01	"tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At5g57280 -	mips_01_05_01	"protein carboxyl methylase-like"
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20
			mips_01_20_23
			mips_06_07
			mips_11_07
			mips_11_07_99
			mips_20
			mips_25_05_25
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_09
			mips_63_21
	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_At5g63400	mips_01	"adenylate kinase"
			mips_01_01
			mips_01_01_01
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_99
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_19
			mips_63_19_03
	at_At1g23800 -	mips_01_20_05	"putative aldehyde dehydrogenase NAD+"
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At5g66040 -	mips_01_04_99	"senescence-associated protein sen1-like protein; ketoconazole resistance protein-like"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_14_20
	at_At5g66180 -	mips_04_01	"putative protein"
			mips_04_01_04
			mips_40_10_07
	at_At5g66410 -	mips_13_11_01	"putative protein"
			mips_13_11_03
			mips_13_11_03_07
			mips_20_25_01
			mips_20_25_01_01
			mips_62_02_05
	at_At1g43910 -	mips_06_10	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	at_At1g51280 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g51720	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
	at_At1g52460 -	mips_01	"hypothetical protein"
			mips_01_06
	at_At1g52900 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g04980 -	mips_02_11	"disulfide isomerase-related protein, putative"
			mips_06_01
			mips_25_05_25
			mips_40_07
	at_At1g55510	mips_01_01	"branched-chain alpha-keto acid decarboxylase E1 beta subunit"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_06
			mips_02_01
			mips_02_10
			mips_40_16
	at_At1g57830 -	mips_11	"hypothetical protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g57850 -	mips_11_01	"hypothetical protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g64910 -	mips_01_20_17_07	"hypothetical protein"
	at_At1g68010	mips_01_01_01_11_01	"hydroxypyruvate reductase (HPR)"
			mips_01_01_10_05
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g69190	mips_01_01_01	"putative dihydropterin pyrophosphokinase/dihydropteroate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_07
			mips_01_07_01
	at_At1g71280 -	mips_04_01	"putative DEAD/DEAH box helicase"
			mips_04_01_04
			mips_04_05_05_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_At1g73480 -	mips_01_06_04	"putative lysophospholipase (At1g73480)"
			mips_02_25
	at_At1g76550 -	mips_02_01	"putative pyrophosphate-dependent phosphofructokinase alpha subunit"
	at_At1g77670	mips_01_01	"putative aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
			mips_01_20_50
			mips_63_11
	at_At1g79550 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	at_At1g06830 -	mips_01_03	"glutaredoxin like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At1g07440	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g01140 -	mips_02	"putative fructose-bisphosphate aldolase, plastidic form"
			mips_01_04
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At2g02000	mips_01_01_01_11	"putative glutamate decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05_01
	at_At2g02010	mips_01_01_01_11	"putative glutamate decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_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_At2g04400	mips_01_01_01_11	"indole-3-glycerol phosphate synthase like protein"
			mips_01_01_01_11_13
			mips_01_07_01
			mips_02_01
	at_At2g13360	mips_01_01_01_07	"alanine-glyoxylate aminotransferase"
			mips_01_01_01_07_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
			mips_04_03
			mips_04_03_03
			mips_40_19
	at_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_At2g21330 -	mips_01_05	"fructose bisphosphate aldolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_02_01
			mips_02_07
			mips_13
			mips_13_05
	at_At2g21940	mips_01_01	"putative shikimate kinase precursor"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
	at_At2g22250	mips_01_01_01_07	"putative aspartate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02_01
			mips_63_21
			mips_63_21_17
	at_At2g22930 -	mips_01_20_17	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20_17_07
	at_At2g26970 -	mips_01_03	"unknown protein"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_16_03
			mips_04_01
			mips_04_01_04
			mips_11
			mips_11_10
			mips_11_10_03
			mips_40_03
			mips_40_16
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_17
			mips_63_17_09
	at_At2g29160	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
	at_At2g29170	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	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_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_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_At2g30390 -	mips_01_07	"putative ferrochelatase precusor"
			mips_01_20_19
			mips_01_20_19_01
			mips_02_13
			mips_02_13_03
			mips_13_01_01
			mips_13_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_17_09
	at_At2g32070 -	mips_03_03_01_01	"putative CCR4-associated factor protein"
			mips_04_05_01_04_03
			mips_04_99
			mips_10_01_05_01
			mips_10_01_99
			mips_14_01_05
			mips_14_01_05_01
			mips_30_10
			mips_63_03_01
	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_At2g35040 -	mips_01_03	"putative phosphoribosylaminoimidazolecarboxamide formyltransferase"
			mips_01_03_01
			mips_01_03_01_03
			mips_03_01
	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_At2g37770 -	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_01_06
			mips_01_06_04
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g37920 -	mips_08_19	"hypothetical protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_20_03
			mips_48
			mips_63_09
			mips_67_04_01
			mips_67_04_01_01
	at_At2g39400 -	mips_01	"phospholipase like protein"
			mips_02
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11
			mips_11_01
			mips_13
			mips_13_11
	at_At2g39420 -	mips_01_06_04	"phospholipase like protein"
			mips_02_25
	at_At2g40010 -	mips_01_03_16	"60S acidic ribosomal protein P0"
	at_At2g41790 -	mips_06_07_11	"putative zinc protease"
			mips_14_04_03
			mips_14_04_03_03
			mips_25_05_23
			mips_40_19
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_07
	at_At2g44480 -	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g45440	mips_01	"putative dihydrodipicolinate synthase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_05
	at_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_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_At2g47880 -	mips_01_03	"putative glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At3g08860	mips_01_01_01_01	"putative aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_At1g10840 -	mips_06_13_01	"putative translation initiation factor"
			mips_06_13_01_01
			mips_25_05_25
	at_At3g12790	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_40_16
	at_At3g13450	mips_01_01_10	"branched chain alpha-keto acid dehydrogenase E1 beta subunit"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At3g15290 -	mips_01_05_01_05	"putative 3-hydroxybutyryl-CoA dehydrogenase"
			mips_01_05_01_05_07
			mips_02_25
	at_At3g17720	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_15
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_At3g21750 -	mips_01_20_17	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At3g22740	mips_01	"selenocysteine methyltransferase like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_03
			mips_01_05
			mips_25_05
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_40
	at_At3g23530 -	mips_01_07_01	"unknown protein"
			mips_06_07_99
	at_At3g25100 -	mips_03_01	"Cdc45-like protein"
			mips_03_01_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_40_10_99
	at_At3g25900	mips_01_01	"homocysteine S-methyltransferase AtHMT-1 identical to GB:AAF23821 from [Arabidopsis thaliana]"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_03
			mips_01_05
			mips_01_05_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_03
	at_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_At3g29360 -	mips_01_05_01_03_02	"UDP-glucose dehydrogenase, putative"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At3g29630 -	mips_01_20_17	"flavonol 3-O-Glucosyltransferase, putative"
			mips_01_20_17_07
	at_At3g31490 -	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At3g47340	mips_01_01_01	"glutamine-dependent asparagine synthetase"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_07
			mips_01_01_01_07_02
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_02_01
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	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_At3g52160 -	mips_01_06_01	"beta-ketoacyl-CoA synthase like protein"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_20_35
			mips_01_20_35_01
	at_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_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g59710	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_05
			mips_01_20_50
	at_At3g61080 -	mips_01_05_01	"unknown"
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_63_13
			mips_63_13_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_At3g62130	mips_01_01_01_11	"unknown protein"
			mips_01_01_10_05
			mips_01_02
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_At3g63250	mips_01_01_01_01	"homocysteine S-methyltransferase AtHMT-2"
			mips_01_01_01_07
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g00110 -	mips_01_05_01_01_01	"putative nucleotide sugar epimerase"
			mips_01_05_99
			mips_02_01
	at_At1g16340	mips_01_01	"putative 3-deoxy-D-manno-2-octulosonate-8-phosphate synthase"
			mips_01_01_01
			mips_01_01_01_11
	at_At4g04950 -	mips_02	"putative thioredoxin"
			mips_02_11
			mips_02_13
			mips_02_13_03
			mips_06_07
			mips_11
			mips_11_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_67
			mips_67_15
	at_At4g07610 -	mips_03_01_05_03	""
			mips_29_01
	at_At4g09760 -	mips_01_06	"choline kinase GmCK2p -like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_13
			mips_01_20_17
			mips_01_20_17_01
			mips_10
			mips_98
	at_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_At4g13890	mips_01_01_01_11	"glycine hydroxymethyltransferase - like protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03_01
			mips_01_06_10
	at_At4g13930	mips_01_01_10_05	"hydroxymethyltransferase"
			mips_01_03_01
			mips_01_05
			mips_01_06_10
			mips_02_13
	at_At4g14430 -	mips_01_06_01	"carnitine racemase like protein"
			mips_01_06_01_05
	at_At4g14880	mips_01_01_01_11	"cytosolic O-acetylserine(thiol)lyase (EC 4.2.99.8)"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At4g15700 -	mips_01_03	"glutaredoxin homolog"
			mips_02
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	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_At4g28680	mips_01_01_99	"aromatic amino-acid decarboxylase - like protein"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05
	at_At4g30250 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At4g33680	mips_01_01_01_07	"unknown protein"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_63_21
			mips_63_21_17
	at_At4g34240 -	mips_01_07	"aldehyde dehydrogenase like protein"
			mips_01_20
			mips_01_20_05
			mips_02_01
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g35990 -	mips_04_01	"hypothetical protein"
			mips_10_01_05_05
	at_At4g36610 -	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_07
			mips_06_13
			mips_11_01
	at_At4g37150 -	mips_01_02	"hydroxynitrile lyase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At4g39660	mips_01_01_10	"alanine:glyoxylate aminotransferase 2 homolog (AGT2)"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_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_At5g02820 -	mips_03_01_05_03	"meiosis specific - like protein"
			mips_03_01_05_03_01
			mips_03_03_02
	at_At5g04620	mips_01_01	"8-amino-7-oxononanoate synthase - like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_07
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20_37
			mips_25_05_25
			mips_30_02
			mips_40_07
	at_At5g07440	mips_01_01	"glutamate dehydrogenase 2 (GDH2)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
			mips_40_16
			mips_45
			mips_45_03
			mips_45_03_17
			mips_67
			mips_67_15
	at_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_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_At5g10240	mips_01_01_01_01	"asparagine synthetase ASN3"
			mips_01_01_01_01_02
			mips_01_01_01_07
			mips_01_01_01_07_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_02
			mips_01_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g13050	mips_01_01_01	"5-formyltetrahydrofolate cyclo-ligase-like protein"
			mips_01_05_01_07
			mips_01_05_01_07_03
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_63_21
	at_At5g13830 -	mips_03_03_01_03	"FtsJ (dbj|BAA83750.1)"
			mips_03_99
			mips_04_01
			mips_04_01_04
			mips_05_99
			mips_40_10_07
	at_At5g15490 -	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g15520 -	mips_05	"40S RIBOSOMAL PROTEIN S19 - like"
			mips_05_01_01
			mips_06
			mips_06_10
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_04
			mips_14_04_07
			mips_33_03_07
			mips_33_03_99
			mips_40
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At5g17330	mips_01_01_10_01	"glutamate decarboxylase 1 (GAD 1) (sp|Q42521)"
			mips_01_01_10_01_04
			mips_01_06_04
	at_At5g17990	mips_01_01	"anthranilate phosphoribosyltransferase, chloroplast precursor (sp|Q02166)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
	at_At5g19290 -	mips_01_06_04	"phospholipase - like protein"
			mips_02_25
	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_At5g21950 -	mips_03_03_01_02	"putative protein"
			mips_06_07_03
			mips_08_01
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
			mips_13_01_01_99
			mips_13_11_03
			mips_13_11_03_05
			mips_14_01_01
	at_At5g26030 -	mips_01_20_19	"ferrochelatase-I"
			mips_01_20_19_01
			mips_02_13
			mips_02_13_03
			mips_13_01_01_01
			mips_40_26
			mips_40_26_03
	at_At5g26600	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_04_03
			mips_04_03_03
			mips_04_03_06
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_21
			mips_63_21_17
	at_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_At5g39320 -	mips_01_05_01_03_02	"UDP-glucose dehydrogenase-like protein"
			mips_01_05_01_03_04
			mips_01_20_01
			mips_01_20_01_07
			mips_01_20_01_99
			mips_01_20_03
			mips_30_34
			mips_30_34_07
	at_At5g40370 -	mips_01_03_07	"glutaredoxin -like protein"
			mips_67
	at_At5g40850 -	mips_01_07_01	"urophorphyrin III methylase (gb|AAB92676.1)"
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_19_05
	Training Accuracy: 60/141 (42.55%)
	Training Frequency class 'mips_01_01': 339/5760 (5.89%)

	Evaluation on validation data (2885 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_At1g02200 -	mips_01_06_01_07	"CER1 protein"
			mips_01_06_01_07_11
	at_At1g60270 -	mips_01_20_01	""
			mips_01_20_01_07
	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_At1g64920 -	mips_01_20_17_07	"hypothetical protein"
	at_At1g65960	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
	at_At1g79500	mips_01_01_01_11	"putative protein"
	at_At1g80360	mips_01_01	"putative aspartate aminotransferase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
			mips_63_21
			mips_63_21_17
	at_At2g13810	mips_01_01_01_07	"putative aspartate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At2g14200 -	mips_01_07	"F15N24.6"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g17580 -	mips_04_03	"putative poly(A) polymerase"
			mips_04_03_06
			mips_04_05_05_05
	at_At2g18990 -	mips_13_11_01	"putative ATP binding protein"
			mips_13_11_03
			mips_13_11_03_07
			mips_62_02_01_02
			mips_62_02_05
	at_At2g21260 -	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	at_At2g21370 -	mips_01_06_01	"putative xylulose kinase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_10_01_05
			mips_67_07
			mips_67_07_01
	at_At2g25100 -	mips_01_03_16	"putative ribonuclease large subunit"
			mips_01_03_16_01
	at_At2g30800 -	mips_03_01_05_01	"unknown protein"
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_63_03_01
	at_At2g32420 -	mips_04_01	"hypothetical protein"
			mips_04_01_04
			mips_14_20
			mips_40_10_07
	at_At2g35320 -	mips_14_01	"similar to eyes absent protein"
			mips_14_01_03
			mips_20
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
			mips_25_05_10
			mips_33
			mips_33_03
			mips_33_03_17
			mips_33_03_23
			mips_37
			mips_37_03
			mips_37_03_02
			mips_37_03_07
			mips_37_03_07_01
			mips_37_03_99
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_03
			mips_45_03_17
			mips_45_03_99
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_02
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
	at_At2g39410 -	mips_01_06_04	"putative phospholipase"
			mips_02_25
	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_At2g45630 -	mips_01_04	"putative glycerate dehydrogenase"
			mips_01_20_05
			mips_03_03_03
			mips_04_05_01_04_03
			mips_06_10
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67_15
	at_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_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_At3g15140 -	mips_03_01_03_01	"unknown protein"
			mips_03_01_03_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_37
	at_At3g21640 -	mips_06_01	"FKBP-type peptidyl-prolyl cis-trans isomerases, putative"
	at_At3g21820 -	mips_03_01_09	"unknown protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_14_04_03_05
			mips_30_10_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
	at_At3g23470 -	mips_01	"cyclopropane-fatty-acyl-phospholipid synthase, putative"
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_04
			mips_04_03
			mips_04_03_03
			mips_06
			mips_06_07
			mips_40_10
			mips_40_16
			mips_40_99
	at_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_At1g12550	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_05
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At3g46650 -	mips_01_20_17_07	"glucosyltransferase-like protein"
	at_At3g52390 -	mips_08_16	"putative protein"
			mips_08_16_11
	at_At3g55180 -	mips_01_06_04	"lipase -like protein"
			mips_02_25
	at_At3g55440 -	mips_01_03	"cytosolic triosephosphatisomerase"
			mips_01_05_01_01_01
			mips_01_06_01
			mips_01_07
			mips_02_01
			mips_02_01_01
			mips_30_03
	at_At3g55630	mips_01_01_01_01	"putative tetrahydrofolylpolyglutamate synthase precursor"
			mips_01_01_99
			mips_01_07_01
			mips_01_07_04
			mips_01_07_99
			mips_01_20_29
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_14_01_01
			mips_30_03
			mips_30_16
			mips_63_02
	at_At3g58130 -	mips_01_06_01_01	"putative protein"
			mips_01_06_01_03
			mips_06_07_04
	at_At3g62980 -	mips_20_20	"transport inhibitor response 1 (TIR1)"
			mips_20_20_18
	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_At4g13120 -	mips_29_03	"putative protein (possibly fragment)"
	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_At4g15660 -	mips_01_03_07	"glutaredoxin"
	at_At4g22100 -	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g24710 -	mips_02_11	"putative protein binding protein"
			mips_02_11_05
			mips_04_05_01_04_99
			mips_06_13_01
			mips_08_07
	at_At1g15920 -	mips_04_05_01_04_03	"putative protein"
			mips_04_99
			mips_10_01_05_01
			mips_10_01_99
			mips_14_01_05
			mips_14_01_05_01
	at_At4g32840 -	mips_02_01	"putative pyrophosphate--fructose-6-phosphate 1-phosphotransferase"
	at_At4g33670 -	mips_13_01	"putative protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_62_02_99
			mips_67_01
			mips_67_15
	at_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_At4g39540	mips_01	"shikimate kinase - like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_40_03
	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_At5g06300	mips_01_01_01_07	"lysine decarboxylase-like protein"
			mips_01_01_01_07_06
			mips_01_01_10_03
			mips_01_01_10_03_05
	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_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_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_At5g17030 -	mips_01_20_17_07	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
	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_At5g19210 -	mips_04_05_05_01	"eIF-4AII - like protein"
			mips_25_05_10
	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_At5g22250 -	mips_03_03_01_01	"CCR4-associated factor-like protein"
			mips_04_05_01_04_03
			mips_04_99
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_30_10
			mips_63_03_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_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_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_At5g61170 -	mips_05	"40S ribsomal protein S19 - like"
			mips_05_01_01
			mips_06_10
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_33_03_07
			mips_33_03_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_03_03
	at_At5g62790 -	mips_01_06_01_07	"1-deoxy-D-xylulose 5-phosphate reductoisomerase (DXR)"
	at_At5g63030 -	mips_01_03_07	"glutaredoxin-like protein"
	at_At1g27980	mips_01_01_01_01	"putative protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_06_04
	at_At1g51760	mips_01_01_10_05	"putative protein"
			mips_63_17_11
	Validation Accuracy: 18/68 (26.47%)
	Validation Frequency class 'mips_01_01': 180/2885 (6.24%)

	Evaluation on propertest data (4430 items):
	at_At1g01670	mips_01_01_01_11	"hypothetical protein"
	at_At1g01800 -	mips_01_20_05	"putative short-chain dehydrogenase"
			mips_01_20_05_09
			mips_11_07
			mips_11_07_07
	at_At1g34780 -	mips_02	"Unknown protein (At1g34780; F21H2.1)"
			mips_02_11
			mips_06_01
			mips_06_04
			mips_40_07
			mips_40_16
	at_At1g35620 -	mips_06_01	"protein disulfide isomerase, putative (At1g35620)"
	at_At1g36830 -	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g51990 -	mips_01_20_17_03	""
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g60530 -	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06
			mips_06_04
			mips_08_22
			mips_20_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_10
			mips_63_01
			mips_63_06
			mips_63_19
			mips_63_19_05
	at_At1g64660	mips_01_01_01_07	"similar to O-succinylhomoserine sulfhydrylase"
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
	at_At1g66720 -	mips_01_20	"hypothetical protein"
	at_At1g68540 -	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g71200 -	mips_20_25	"hypothetical protein"
			mips_20_25_16
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
	at_At1g71920	mips_01_01_01_07	"putative histidinol-phosphate aminotransferase"
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
	at_At1g73160 -	mips_14_04_01	"putative glycosyl transferase"
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
	at_At1g73740 -	mips_01_05_01_03_02	"putative UDP-N-acetylglucosamine--N-acetylmuramyl-(pentapeptide)-pyrophosphoryl-undecaprenol N-acetylglucosamine transferase"
			mips_01_05_01_03_04
			mips_01_20_17_07
			mips_30_34
			mips_30_34_07
	at_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_At1g77590 -	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_25_05_25
	at_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_At1g78690 -	mips_13_05	"unknown protein"
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
	at_At2g11820 -	mips_01_05	"MGDG synthase type C (mgdC)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_06_01_03
			mips_01_06_99
			mips_30_34
			mips_30_34_07
	at_At2g18360 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g20860 -	mips_01_06	"lipoic acid synthase (LIP1)"
			mips_01_07
			mips_01_07_01
			mips_40_16
	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_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_At2g25870 -	mips_63_01	"hypothetical protein"
			mips_67
			mips_67_50
			mips_67_50_25
	at_At2g26250 -	mips_01_06_01	"beta-ketoacyl-CoA synthase (FIDDLEHEAD)"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_07
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_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_At1g09400 -	mips_02	"putative 12-oxophytodienoate reductase OPR1"
			mips_02_11
			mips_02_99
			mips_14
			mips_14_04
			mips_25
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67
			mips_67_15
	at_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_At1g09620 -	mips_05_04	"putative leucyl-tRNA synthetase (At1g0962)"
			mips_05_10
	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_At1g10490 -	mips_10_01_99	"unknown protein"
	at_At2g37790 -	mips_01_05_01_01_01	"putative alcohol dehydrogenase"
			mips_01_05_07
			mips_01_06_04
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_15
	at_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_At2g46230 -	mips_25_05_25	"unknown protein"
	at_At3g10700 -	mips_01_05	"galactokinase-like protein"
			mips_01_05_01_01
			mips_01_05_04
			mips_01_20_01
			mips_63_13
			mips_63_13_01
			mips_63_19
			mips_63_19_03
	at_At3g11270 -	mips_06_13_01	"hypothetical protein"
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	at_At3g18000 -	mips_01_06_01	"methyltransferase, putative"
			mips_01_07
			mips_01_07_01
			mips_04_05_05
			mips_40_99
	at_At1g11090 -	mips_01_06_04	"lysophospholipase isolog"
			mips_02_25
	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_At3g27890 -	mips_01_20_15	"NADPH:quinone oxidoreductase (NQR)"
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67_15
	at_At3g28600 -	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
	at_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_At3g45100 -	mips_01_05_01	"n-acetylglucosaminyl-phosphatidylinositol-like protein"
			mips_01_05_01_03
			mips_01_06
			mips_01_06_01
			mips_06_07
			mips_30_01
			mips_30_34
			mips_40_07
			mips_40_16
			mips_40_30
	at_At3g48780 -	mips_01_07_01	"serine palmitoyltransferase-like protein"
			mips_25_05_25
			mips_30_02
	at_At3g48880 -	mips_06_13	"unknown protein"
			mips_11_05
			mips_11_05_05
			mips_11_05_05_06
			mips_40_10_99
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At3g50520 -	mips_01_04_99	"phosphoglyerate mutase like protein"
			mips_02_01
			mips_02_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At3g50560	mips_01	"unknown protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_19
			mips_67
			mips_67_15
	at_At3g54640	mips_01_01	"tryptophan synthase alpha chain"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
	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_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_At3g61220 -	mips_01_20_05	"putative protein"
			mips_01_20_05_09
			mips_11_07_07
	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_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_At3g62930 -	mips_01_03_07	"glutaredoxin -like protein"
	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_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_At4g19210 -	mips_01_03	"RNase L inhibitor-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_02_11
			mips_04_05_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_67_15
			mips_67_50
			mips_67_50_25
	at_At4g21470 -	mips_01_07	"putative protein"
			mips_01_07_01
			mips_01_07_07
	at_At4g23590	mips_01_01_01_11	"tyrosine transaminase like protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g23600	mips_01_01_01_11	"tyrosine transaminase like protein"
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_25
			mips_01_20_35
	at_At4g24360	mips_01_01_01	"putative protein"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_03
			mips_01_03_01
			mips_65
	at_At4g27560 -	mips_01_20_17_07	"UDP rhamnose-anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
	at_At1g17390 -	mips_29	"hypothetical protein"
			mips_29_99
	at_At4g29490 -	mips_03_01	"putative prolidase, fragment"
			mips_03_01_99
			mips_06_13
			mips_06_13_99
			mips_25_05_10
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At4g32520	mips_01_01_01	"glycine hydroxymethyltransferase (EC 2.1.2.1) - like protein"
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_06
			mips_01_06_10
			mips_02_13
			mips_40_16
	at_At4g33040 -	mips_01_02_99	"unknown protein"
			mips_01_03_07
	at_At5g01320	mips_01_01	"pyruvate decarboxylase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
	at_At5g03340 -	mips_02_11_05	"transitional endoplasmic reticulum ATPase"
			mips_03
			mips_03_03_01
			mips_04_09
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_10_01_01
			mips_14_04
			mips_25_05
			mips_30_07
			mips_30_08
			mips_40_09
			mips_63_19
	at_At5g03430	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_03_01_01
			mips_03_01_01_01
	at_At5g04120 -	mips_01_05_04	"phosphoglycerate mutase - like protein"
			mips_02_01
			mips_02_01_03
			mips_47_03_15
			mips_47_03_15_07
	at_At5g10330	mips_01_01	"histidinol-phosphate aminotransferase-like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
	at_At5g10960 -	mips_01	"CCR4-ASSOCIATED FACTOR -like protein"
			mips_01_05
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_04_99
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_99
			mips_14
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_30
			mips_30_10
			mips_40_10
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_01
	at_At5g14070 -	mips_01_03	"glutaredoxin-like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
	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_At5g17530 -	mips_02	"phosphoglucomutase-like protein"
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_40_16
	at_At5g17570 -	mips_08_16	"putative protein"
			mips_08_16_11
	at_At5g17750 -	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
	at_At5g23310 -	mips_11_01_01	"iron superoxide dismutase 3 (gb|AAC24834.1)"
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_07
	at_At5g23670 -	mips_01_20_19	"serine palmitoyltransferase"
			mips_01_20_19_01
			mips_30_02
	at_At5g26040 -	mips_01_04_01	"unknown protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g26140	mips_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_10_03
			mips_01_01_10_03_05
	at_At5g40010 -	mips_02_11	"putative protein"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At5g41480	mips_01_01_01_01	"folylpolyglutamate synthase-like protein"
			mips_01_01_99
			mips_01_05_01_07
			mips_01_05_01_07_03
			mips_01_07_01
			mips_01_07_04
			mips_01_07_99
			mips_01_20_29
	at_At5g41920 -	mips_25_03	"SCARECROW gene regulator-like protein"
	at_At5g49550	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_07
			mips_01_07_01
			mips_02_08
			mips_02_10
			mips_02_11
			mips_67_15
	at_At5g50370 -	mips_01_03_01	"adenylate kinase"
			mips_01_03_01_03
			mips_01_03_99
			mips_63_19_03
	at_At5g50850	mips_01_01_10	"pyruvate dehydrogenase E1 component beta subunit, mitochondrial precursor (PDHE1-B) (sp|Q38799)"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At5g53990 -	mips_01_20_17	"flavonol 3-O-glucosyltransferase-like protein"
			mips_01_20_17_07
	at_At5g57300 -	mips_01_07	"ubiquinone/menaquinone biosynthesis methyltransferase-like"
			mips_01_07_01
	at_At5g57480 -	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_40_16
			mips_63
			mips_63_19
			mips_99
	at_At5g58490 -	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g60730 -	mips_08_01	"ATPase - like protein"
			mips_11_07
			mips_30_03
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g66280 -	mips_01_05_01_03	"GDP-D-mannose 4,6-dehydratase; GMD1 (gb|AAF07199.1)"
			mips_01_05_01_03_02
			mips_02_01
	at_At1g30540 -	mips_01_05_01_01_04	"unknown protein"
	Propertest Accuracy: 23/99 (23.23%)
	Propertest Frequency class 'mips_01_01': 285/4430 (6.43%)

	New (unknown) data (2885 items):
	at_At5g51360 -	no entry	null
	at_At1g24270 -	no entry	null
	at_At1g35340 -	no entry	null
	at_At1g48420 -	no entry	null
	at_At1g71730 -	no entry	null
	at_At1g72510 -	no entry	null
	at_At1g72920 -	no entry	null
	at_At1g80380 -	no entry	null
	at_At2g09980 -	no entry	null
	at_At2g10360 -	mips_29	"hypothetical protein"
	at_At2g10990 -	no entry	null
	at_At2g16620 -	no entry	null
	at_At2g22860 -	no entry	null
	at_At2g26680 -	no entry	null
	at_At1g07960 -	no entry	null
	at_At1g08710 -	no entry	null
	at_At1g09990 -	no entry	null
	at_At2g31410 -	no entry	null
	at_At2g39170 -	no entry	null
	at_At2g47780 -	no entry	null
	at_At3g11480 -	no entry	null
	at_At3g19630 -	mips_99	"unknown protein"
	at_At3g21865 -	no entry	null
	at_At3g44700 -	no entry	null
	at_At3g44860 -	no entry	null
	at_At3g49560 -	no entry	null
	at_At3g52360 -	no entry	null
	at_At3g58370 -	no entry	null
	at_At1g15040 -	no entry	null
	at_At4g16710 -	no entry	null
	at_At4g20560 -	no entry	null
	at_At4g20590 -	no entry	null
	at_At4g20600 -	no entry	null
	at_At4g20610 -	no entry	null
	at_At4g20620 -	no entry	null
	at_At4g20630 -	no entry	null
	at_At4g32120 -	no entry	null
	at_At4g33110 -	no entry	null
	at_At4g33780 -	no entry	null
	at_At4g38370 -	no entry	null
	at_At1g19640 -	no entry	null
	at_At5g20560 -	no entry	null
	at_At5g26590 -	no entry	null
	at_At5g27250 -	no entry	null
	at_At5g32450 -	no entry	null
	at_At5g37990 -	no entry	null
	at_At1g02230 -	no entry	null
	at_At1g05970 -	no entry	null
	at_At1g57630 -	no entry	null
	at_At1g62420 -	no entry	null
	at_At1g66330 -	no entry	null
	at_At2g13990 -	no entry	null
	at_At2g32140 -	no entry	null
	at_At3g28700 -	no entry	null
	at_At3g45050 -	no entry	null
	at_At3g54290 -	no entry	null
	at_At4g10680 -	no entry	null
	at_At4g19290 -	mips_29	"hypothetical protein"
	at_At4g20550 -	no entry	null
	at_At4g20570 -	no entry	null
	at_At4g20580 -	no entry	null
	at_At4g20640 -	no entry	null
	at_At4g20650 -	no entry	null
	at_At4g25410 -	no entry	null
	at_At1g19380 -	no entry	null
	at_At4g30620 -	no entry	null
	at_At4g34600 -	no entry	null
	at_At5g03770 -	no entry	null
	at_At5g17660 -	no entry	null
	at_At5g19240 -	no entry	null
	at_At5g39410 -	no entry	null
	at_At5g44820 -	no entry	null
	at_At5g54540 -	mips_99	"putative protein"
	at_At5g59490 -	no entry	null
	at_At1g41670 -	mips_29	"hypothetical protein"
	at_At1g43570 -	no entry	null
	at_At1g63810 -	no entry	null
	at_At1g72020 -	no entry	null
	at_At1g72930 -	no entry	null
	at_At1g79340 -	no entry	null
	at_At2g20210 -	no entry	null
	at_At1g09240 -	no entry	null
	at_At2g32920 -	no entry	null
	at_At3g07640 -	no entry	null
	at_At3g09240 -	no entry	null
	at_At3g43840 -	no entry	null
	at_At3g44840 -	no entry	null
	at_At3g48210 -	no entry	null
	at_At3g53250 -	no entry	null
	at_At3g62590 -	no entry	null
	at_At4g07470 -	no entry	null
	at_At4g16930 -	no entry	null
	at_At4g20530 -	no entry	null
	at_At4g20540 -	no entry	null
	at_At4g26160 -	no entry	null
	at_At4g33640 -	no entry	null
	at_At5g14930 -	no entry	null
	at_At5g57060 -	no entry	null


------------------
Rule 5981
	ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),a_len(_2,11.0-15.0) = 1
	ss(_1,_3,b,_2),alpha_dist(_1,23.6-33.33),c_len(_2,9.0-11.0),b_len(_3,3.0-6.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,33.33-45.54),a_len(_4,11.0-15.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,3.0-6.0),a_len(_3,30.0-1200.0) = 0
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5760 items):
	at_At1g01160	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
	at_At1g01520	mips_04_05_01_04_03	"hypothetical protein"
			mips_06_07_04
	at_At1g21700 -	mips_01_05_04	"putative transcriptional regulatory protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_14_04_03
			mips_14_04_03_03
	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
	at_At5g44260 -	mips_14_01	"zinc finger like protein"
			mips_25_03
	at_At5g44800 -	mips_03_01_99	"helicase-like protein"
	at_At5g47370 -	mips_14_01_03	"homeobox-leucine zipper protein-like"
			mips_20_25_01
			mips_20_25_01_01
			mips_25_05_09
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g48560	mips_04_05_01_04_99	"putative bHLH transcription factor (bHLH078)"
			mips_10_01_99
			mips_13_11_11
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g51700 -	mips_25_05_15	"similar to RAR1"
			mips_35_03_12
			mips_63_17_09
	at_At5g51910	mips_04	"unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At5g54230	mips_04	"Myb-related transcription factor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At5g55100	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
	at_At5g58040 -	mips_63_06	"putative protein"
	at_At5g58620 -	mips_63_03_01	"putative protein"
	at_At5g58850 -	mips_40_10_99	"putative transcription factor MYB119 (MYB119)"
	at_At5g59170 -	mips_40_01	"cell wall protein"
	at_At5g59340 -	mips_14_10	"wuschel protein - like"
			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_At5g61610 -	mips_20_25	"putative protein"
	at_At5g61660 -	mips_40_01	"unknown protein"
	at_At5g62310 -	mips_01_04	"IRE (root hair elongation)"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01
			mips_14_01_03
			mips_25_03
	at_At5g62780 -	mips_06_01	"putative protein"
			mips_11_01_05
			mips_30_07
			mips_40_07
	at_At5g64980	mips_01_06	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_07
			mips_40_10_05
			mips_63_03
	at_At1g25440 -	mips_11_01	"hypothetical protein"
			mips_25_03
	at_At5g67300	mips_04_05_01_01	"myb-related protein, 33.3K (pir||S71284)"
	at_At1g26960 -	mips_14_10	"putative DNA-binding protein"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g31050	mips_04_05_01_04_01	"putative bHLH transcription factor (AtbHLH111)"
	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_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_At1g48620 -	mips_03_01_99	"unknown protein"
			mips_14_04_07
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g49560 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At1g49590	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_99
	at_At1g52300 -	mips_05_01	"60S ribosomal protein L37, putative"
			mips_05_01_01
	at_At1g54140	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_40_10_99
	at_At1g55040 -	mips_40_10_05	"putative protein"
			mips_67_01
			mips_67_01_05
	at_At1g55260 -	mips_08_16	"unknown protein"
			mips_08_99
			mips_67_13
	at_At1g55950 -	mips_13_07	"hypothetical protein"
			mips_25_05_01
	at_At1g62970 -	mips_20	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
			mips_20_25_01_07
			mips_40_09
			mips_47
			mips_47_03
			mips_47_03_02
			mips_98
	at_At1g65660	mips_04_05_05	"step II splicing factor, putative"
			mips_04_05_05_01
	at_At1g67170 -	mips_43	"hypothetical protein"
			mips_43_03
			mips_43_03_13
			mips_47_03_01
			mips_63_17_01
	at_At1g69780	mips_04	"homeobox gene 13 protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
			mips_40_10
			mips_63
			mips_63_03
			mips_67
			mips_67_01
			mips_67_04
	at_At1g72670 -	mips_20_25_01	"hypothetical protein"
			mips_20_25_01_01
			mips_63_06
	at_At1g73410	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
	at_At1g74160 -	mips_01_04	"unknown protein"
			mips_06_07
			mips_06_13
			mips_08
			mips_10_05
			mips_25
			mips_25_05
			mips_25_05_15
			mips_40_04
			mips_63_01
			mips_63_07
			mips_63_19
			mips_67
	at_At1g74690 -	mips_62_02_01	"unknown protein"
			mips_62_02_01_01
			mips_63_06
	at_At1g79430 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At1g79960 -	mips_13_05	"hypothetical protein"
			mips_13_05_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g06230	mips_01_05	"Ring3-like bromodomain protein"
			mips_01_05_04
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_40_10_03
			mips_63_01
			mips_63_03
			mips_63_19
	at_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_At2g14880	mips_03_01_09	"Unknown protein (At2g14880; T26I20.4)"
			mips_03_01_09_05
			mips_04_05_01_04_01
			mips_30_10_03
	at_At2g17950 -	mips_14_01_03	"homeodomain transcription factor wuschel (wus)"
			mips_14_01_03_01
			mips_14_01_03_99
			mips_14_04
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_25_05_19
			mips_25_05_19_09
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g18350 -	mips_13_11	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25_05_09
			mips_25_05_10
	at_At2g20570 -	mips_10_05_01	"GPRI1 protein (gpri1)"
			mips_10_05_01_10
	at_At2g22840 -	mips_25_03	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At2g24070 -	mips_01_20_01	"unknown protein"
			mips_06_13_01
			mips_08_07_22
			mips_10_01_09
			mips_30_02
			mips_30_09
			mips_40_09
			mips_43
			mips_43_03
			mips_43_03_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At2g26460 -	mips_20	"unknown protein"
			mips_14_04_09
			mips_14_04_09_01
			mips_20_25
			mips_20_25_16
			mips_40_27
	at_At2g26950 -	mips_03_03	"putative MYB family transcription factor"
			mips_03_03_01
			mips_14_10_02
			mips_40_10_03
	at_At2g26960 -	mips_40_10_99	"putative transcription factor (MYB81)"
	at_At2g28380	mips_04_05_05_99	"unknown protein"
	at_At2g28610 -	mips_14_01	"putative homeodomain transcription factor"
			mips_14_01_03
			mips_14_04_07
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25_05_10
			mips_25_05_99
			mips_33
			mips_33_03
			mips_33_03_23
			mips_35
			mips_35_03
			mips_35_03_99
			mips_37
			mips_37_03
			mips_37_03_02
			mips_43
			mips_43_03
			mips_43_03_23
			mips_45
			mips_45_03
			mips_45_03_99
			mips_47
			mips_47_03
			mips_47_03_02
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
	at_At2g28910 -	mips_08_07	"unknown protein"
			mips_14_01_03
			mips_20_25_16
			mips_25_05_25
			mips_40_08
	at_At1g09540 -	mips_04	"putative transcription factor (MYB61)"
			mips_40_10
	at_At2g30620 -	mips_63_07	"putative histone H1 protein"
	at_At2g32590 -	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_40_10_99
	at_At2g34420 -	mips_02	"photosystem II type I chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At2g35940	mips_04_05_01_04_01	"putative homeodomain transcription factor"
			mips_04_05_99
			mips_04_99
			mips_40_99
	at_At2g38800 -	mips_40_10	"unknown protein"
			mips_63
			mips_63_03
	at_At2g39880	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
			mips_04_05_01_01
	at_At2g40070 -	mips_25_05_15	"En/Spm-like transposon protein"
			mips_35_03_12
	at_At2g40650	mips_04_05_01_04_03	"unknown protein"
			mips_20_25_16
	at_At2g42750 -	mips_05	"unknown protein"
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_16
	at_At2g43800 -	mips_03_01	"unknown protein"
			mips_03_01_03
			mips_03_03
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g46270 -	mips_14_01_03	"G-box binding bZIP transcription factor GBF3 / AtbZip55"
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_20_25_01
			mips_20_25_01_03
			mips_25_05_10
			mips_33
			mips_33_03
			mips_33_03_17
			mips_33_03_23
			mips_43
			mips_43_03
			mips_43_03_13
			mips_47_03_01
	at_At2g46590	mips_04_05	"putative DOF zinc finger protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At3g07340 -	mips_01_05_04	"putative bHLH transcription factor (bHLH062)"
			mips_01_06_10
	at_At3g07540 -	mips_25_05_25	"putative protein"
			mips_62_02_01_01
	at_At3g09230	mips_04_05_01_01	"unknown protein"
	at_At3g10820	mips_04_05_01_04_01	"hypothetical protein"
			mips_05_04
			mips_40_10_99
			mips_45
			mips_45_03
			mips_45_03_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_At3g11280 -	mips_03	"unknown protein"
			mips_03_03_01
	at_At3g11440 -	mips_01_01_04	"transcription factor like protein (MYB65)"
			mips_01_03_13
	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_At3g14200 -	mips_06_01	"hypothetical protein"
			mips_11_01_05
	at_At3g16160 -	mips_11_07_07	"hypothetical protein"
			mips_63_17_09
	at_At3g16857 -	mips_10_05_01	"ARR1 protein, putative, 5' partial"
			mips_10_05_01_10
	at_At3g20850 -	mips_40_01	"hypothetical protein"
			mips_40_08
			mips_40_09
	at_At3g23140	mips_04_05_01_04_01	"hypothetical protein"
			mips_63_17
			mips_63_17_09
	at_At3g25790 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At3g29020	mips_03	"putative transcription factor (MYB110)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_25
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At3g30230 -	mips_40_04	"hypothetical protein"
	at_At3g43980 -	mips_05_01	"ribosomal S29 -like protein"
			mips_05_01_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_63_03_03
	at_At3g44010 -	mips_05	"ribosomal protein S29 - like"
			mips_05_01
			mips_05_01_01
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_40_07
			mips_63_03_03
			mips_63_17_09
	at_At3g50060	mips_03_03_01	"R2R3-MYB transcription factor"
			mips_04_05_01_01
	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_At3g53200	mips_04_05_01	"putative transcription factor (MYB27)"
			mips_04_05_01_01
			mips_04_05_01_04
	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_At3g60390 -	mips_14_10	"homeobox-leucine zipper protein HAT3"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_40_10_03
	at_At3g61890	mips_04_05_01_04_01	"homeobox-leucine zipper protein ATHB-12"
			mips_37
			mips_37_03
			mips_37_03_05
			mips_37_03_05_01
	at_At4g01280	mips_04_05_01_04_03	"putative myb-related DNA-binding protein"
			mips_06_07_04
	at_At4g03100 -	mips_20_25_01	"putative rac GTPase activating protein"
			mips_20_25_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_05
			mips_63_06
	at_At4g03510 -	mips_47_03_15	"RMA1 RING zinc finger protein"
			mips_47_03_15_07
			mips_63_17_09
	at_At1g16490 -	mips_40_10_99	"transcription factor (MYB58) like protein"
	at_At4g10040 -	mips_02_11_05	"cytochrome c"
			mips_02_13
			mips_02_13_03
			mips_02_45
			mips_02_45_99
			mips_14_10
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_02_02_01
			mips_14_10_02_02_02
			mips_14_10_02_03
			mips_14_10_02_03_02
			mips_63_21
			mips_63_21_01
	at_At4g10340 -	mips_02_11_05	"chlorophyll a/b-binding protein - like"
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
	at_At4g11250 -	mips_25_05_15	"putative protein"
			mips_35
			mips_35_03
			mips_35_03_12
	at_At4g15160 -	mips_06_13_01	"cell wall protein like"
			mips_06_13_01_01
	at_At4g18600 -	mips_13_05	"gene 11-1 protein - like"
			mips_13_05_01
			mips_30_04_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g18770	mips_03	"myb - like protein"
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04
			mips_14_04
			mips_40_10_99
	at_At4g25880 -	mips_04_99	"pumilio like protein"
	at_At4g27430 -	mips_20_25	"COP1-interacting protein 7 (CIP7)"
			mips_20_25_16
			mips_25_05_13
			mips_30_04
	at_At4g28270 -	mips_37	"putative protein"
			mips_37_03
			mips_37_03_15
			mips_37_03_15_07
	at_At1g17380 -	mips_10	"unknown protein"
			mips_40_10
	at_At1g17790 -	mips_14_01_03	"putative protein"
			mips_14_04_03
			mips_14_04_03_05
	at_At1g17950	mips_04_05_01_01	"unknown protein"
	at_At1g18570	mips_04_05_01_01	"putative protein"
	at_At4g28820 -	mips_13_03	"putative protein"
			mips_13_03_01
	at_At4g29000 -	mips_11_07	"putative transcription factor"
			mips_11_07_07
			mips_13_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_63_17
			mips_63_17_09
	at_At4g31880	mips_04_05_01_04_03	"putative protein"
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_09
			mips_63_03_01
			mips_63_19_03
	at_At4g32760 -	mips_08_07	"putative protein"
			mips_08_07_07
			mips_08_13
			mips_30_08
			mips_30_22
			mips_40_08
			mips_40_09
	at_At4g35550 -	mips_13_03	"homeodomain - like protein"
			mips_13_03_01
			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_At4g35900	mips_01_07	"bZIP transcription factor AtbZIP14"
			mips_01_07_01
			mips_04_01
			mips_04_05_01_04_01
			mips_40_10_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_03_01
	at_At4g36740	mips_04_05	"homeodomain protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_20
			mips_20_07
			mips_20_07_07
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_10_03
			mips_63_03
	at_At4g37260	mips_04_05_01_01	"myb-related protein"
	at_At4g37790 -	mips_14_10	"homeobox protein (HAT22)"
			mips_14_10_02
			mips_25_05_13
			mips_25_05_15
			mips_63_03_01
	at_At4g38000	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
	at_At4g39680 -	mips_01_05	"putative protein"
			mips_10_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_63_03
	at_At5g05140	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g06100	mips_01	"putative transcription factor MYB33"
			mips_01_01
			mips_01_01_04
			mips_01_03
			mips_01_03_13
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At5g06800 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g08230	mips_03_01_05_01	"putative protein"
			mips_04_05_01_04_01
			mips_40_10_03
			mips_63_03_01
	at_At5g09540 -	mips_06_01	"putative protein"
	at_At5g10120 -	mips_10_01_99	"transcription factor TEIL/ethylene-insensitive - like protein"
			mips_20_20
			mips_20_20_18
	at_At5g10280	mips_04	"putative transcription factor MYB92"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g11710 -	mips_08_07	"clathrin binding protein - like"
			mips_08_07_22
			mips_08_07_22_01
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_13_03_99
			mips_14_01_05
			mips_14_01_05_01
			mips_30_08
			mips_33
			mips_33_03
			mips_33_03_11
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	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_At1g19870 -	mips_20_25_16	"hypothetical protein"
			mips_62_02_01_01
			mips_63_06
	at_At1g20670	mips_04_05_01_04_01	"hypothetical protein"
	at_At1g20700 -	mips_13_03	"hypothetical 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_At1g20710 -	mips_13_03	"hypothetical protein"
			mips_13_03_01
			mips_40_10_03
			mips_63_03_01
	at_At5g14270	mips_03_03_01_01	"kinase - like protein"
			mips_03_03_01_01_09
			mips_04_05_01_04_01
			mips_10_01_09
			mips_10_01_09_07
			mips_14_01_03
			mips_63_03_01
	at_At5g14750 -	mips_25_03	"myb transcription factor werewolf (WER)/ MYB66"
	at_At5g15150	mips_04_05_01_01	"homeobox protein"
			mips_04_05_01_04_99
			mips_04_05_99
			mips_04_99
			mips_13_07
			mips_14_01_03
			mips_14_04_07
			mips_25_05_10
			mips_25_05_17
			mips_33_03_13
			mips_33_03_99
			mips_35_03_17
			mips_47_03_01
	at_At5g15570	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_14
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_99
	at_At5g16560 -	mips_10_05_01	"KANADI protein (KAN)"
			mips_10_05_01_10
			mips_30_04
	at_At5g16650 -	mips_06_01	"unknown protein"
			mips_06_04
			mips_08_10
			mips_11_01_05
			mips_13_11
			mips_30_19
	at_At5g17160 -	mips_03_01_09	"putative protein (fragment)"
			mips_03_01_99
			mips_20_25_16
	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_At5g21120 -	mips_10_01_99	"ethylene-insensitive3-like2"
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g21160	mips_04	"unknown protein"
			mips_04_03
			mips_04_05_05
			mips_04_05_05_99
			mips_04_99
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_63_03
			mips_63_03_03
			mips_98
	at_At5g26660	mips_04_05	"ATMYB4 (Atmyb4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g37260	mips_04_05_01_04_03	"putative protein"
			mips_06_07_04
	at_At5g41520 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_01
			mips_63_03_03
	Training Accuracy: 51/151 (33.77%)
	Training Frequency class 'mips_04_05': 607/5760 (10.54%)

	Evaluation on validation data (2885 items):
	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_At1g69560 -	mips_40_10_99	"myb-related transcription factor, putative"
	at_At1g69580 -	mips_10_05_01	"transfactor, putative"
			mips_10_05_01_10
	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_At1g73150 -	mips_14_01_03	"hypothetical protein"
			mips_33_03_13
			mips_35_03_17
	at_At1g75660 -	mips_01_03_16	"Dhp1-like protein"
			mips_04_01
			mips_04_01_04
			mips_08_01
	at_At2g17770 -	mips_40_10_05	"bZIP transcription factor atbzip27"
	at_At2g18550 -	mips_25_05_10	"putative homeodomain transcription factor"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g20400 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At2g23290	mips_04_05_01_01	"putative MYB family transcription factor"
	at_At2g25900 -	mips_25_03	"Cys3His zinc finger like protein ATCTH (ATCTH)"
	at_At2g29190	mips_04_05_01	"putative pumilio/Mpt5 family RNA-binding protein"
			mips_04_05_01_04
			mips_04_99
			mips_14
			mips_14_04
			mips_63_03
	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_At2g36320	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
			mips_08_07
			mips_08_07_22
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At2g38410 -	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_30_08
			mips_30_22
			mips_40_08
	at_At2g40140 -	mips_01_04	"putative CCCH-type zinc finger protein"
			mips_10_05_02
			mips_10_05_02_26
			mips_13_07
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_20_25
			mips_20_25_16
			mips_20_25_16_07
	at_At2g41900 -	mips_30_04	"CCCH-type zinc finger like protein"
			mips_40_07
			mips_40_08
	at_At2g42150	mips_04_05_01_04_01	"hypothetical protein"
			mips_10_01_09
			mips_10_01_09_07
			mips_33_03_13
			mips_35_03_17
	at_At3g08790 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_07
			mips_08_07_07
			mips_30
			mips_30_08
			mips_30_22
			mips_30_25
			mips_40_08
			mips_63_01
	at_At3g09670 -	mips_20_25_16	"hypothetical protein"
			mips_30_10
			mips_30_10_03
			mips_63_07
	at_At3g10580 -	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
	at_At3g10590 -	mips_14_10	"hypothetical protein"
			mips_14_10_02
			mips_40_10_03
	at_At3g15400 -	mips_13_07	"anther development protein, ATA20"
	at_At3g16350	mips_04_05_01_04_03	"putative MYB family transcription factor"
	at_At3g21880 -	mips_62_02_01_01	"hypothetical protein"
	at_At3g28770 -	mips_13_05	"hypothetical protein"
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_08
			mips_63_06
	at_At3g44460	mips_04_05_01_01	"bZIP transcription factor DPBF2 / AtbZip67"
	at_At1g12440	mips_04_05_01_01	"hypothetical protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
			mips_08_07_22
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At1g13300 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At1g14640	mips_04_05_05	"splicing factor, putative"
			mips_04_05_05_01
			mips_06_10
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
	at_At3g47470 -	mips_02_11	"light-harvesting chlorophyll a/b-binding protein (Cab4)"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67_15
	at_At3g55980 -	mips_25_03	"unknown protein"
			mips_30_04
			mips_40_02
	at_At3g57980 -	mips_20_25	"unknown protein"
			mips_20_25_16
	at_At3g59290 -	mips_06_04	"epsin-like protein"
			mips_08_07_22
			mips_08_07_22_01
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_13_03_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_30_08
			mips_33_03_11
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g00850	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At4g04580 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At4g09350 -	mips_06_01	"putative protein"
			mips_11_01_05
			mips_30_07
	at_At4g09450 -	mips_10_05	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
	at_At4g12040	mips_04	"unknown protein"
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
			mips_08_07_22
			mips_10
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_10
			mips_63_19
	at_At4g12530 -	mips_30	"AIR1A-like protein"
			mips_30_01
	at_At4g13350 -	mips_62_02_01_01	"unknown protein"
	at_At4g28610 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At4g34430	mips_03_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_01
			mips_30_10_03
			mips_40_10_99
	at_At4g34680 -	mips_25_05_10	"GATA transcription factor 3"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g39160 -	mips_04_01	"putative protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
	at_At5g04170 -	mips_10_01_09	"EF - hand Calcium binding protein - like"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g05090 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At5g07210 -	mips_01_04_04	"putative protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At5g07600 -	mips_01_06	"unknown protein"
	at_At5g11050 -	mips_40_10_99	"putative transcription factor MYB64 (MYB64)"
	at_At5g12850 -	mips_63_17_01	"zinc finger transcription factor -like protein"
	at_At5g23130 -	mips_30_01	"unknown protein"
	at_At5g25790	mips_04	"putative protein"
			mips_04_05
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_01
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_63
			mips_63_17
			mips_63_17_09
	at_At5g28640	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At5g39700	mips_04_05_01	"myb like transcription factor (MYB89)"
			mips_04_05_01_04
			mips_40_10_99
			mips_63_03
	at_At5g45580 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g47660 -	mips_63_03_01	"putative protein"
			mips_63_17
			mips_63_17_09
	at_At5g47670	mips_04_05_01_01	"putative protein"
			mips_40_10_99
	at_At5g52660	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
	at_At5g58900 -	mips_06_01	"I-box binding factor - like protein"
	at_At5g59780	mips_04	"MYB27 protein - like"
			mips_04_05_01_04
			mips_40
			mips_40_10
	at_At5g65100	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_10_01
			mips_10_01_99
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g67270 -	mips_03_03_05	"unknown protein"
			mips_03_03_05_01
			mips_03_03_05_99
			mips_10_01_09
			mips_10_01_09_99
			mips_30_04_05
			mips_40_04_05
	at_At1g31870 -	mips_13_07	"hypothetical protein"
			mips_25_05_01
	at_At1g48570 -	mips_06_04	"putative protein"
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	Validation Accuracy: 19/65 (29.23%)
	Validation Frequency class 'mips_04_05': 314/2885 (10.88%)

	Evaluation on propertest data (4430 items):
	at_At1g01110 -	mips_30_03	"unknown protein"
			mips_62_02_01_01
			mips_63_06
	at_At1g32150	mips_04_05_01_01	"bZip transcription factor AtbZip68"
			mips_11_01_01
			mips_30_10
			mips_43
			mips_43_03
			mips_43_03_13
			mips_47_03_01
	at_At1g41690 -	mips_11_07	"hypothetical protein"
			mips_11_07_01
	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_At1g48490 -	mips_14_01_03	"transcription factor IRE"
			mips_25_05_10
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	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_At1g51200	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
			mips_08
			mips_08_07
			mips_08_07_22
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At1g54160	mips_04_05_01	"Unknown protein (F15I1.26)"
			mips_04_05_01_04
			mips_63_03
	at_At1g62500 -	mips_10_01_09	"putative proline-rich cell wall protein (pir|IS52985); similar to ESTs gb|AI239404, gb|R89984, and emb|Z17709"
			mips_10_01_09_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_07
			mips_63_17
			mips_63_17_01
	at_At1g63910 -	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
	at_At1g68200 -	mips_63_03_01	"putative zinc finger protein"
	at_At1g70620 -	mips_20_25_16	"unknown protein"
	at_At1g73680 -	mips_11_07	"feebly-like protein"
			mips_11_07_07
			mips_14_04_09
			mips_14_04_09_01
			mips_20_25
			mips_40_25
			mips_40_27
	at_At1g74430 -	mips_40_10_99	"putative transcription factor (MYB95)"
	at_At1g05020 -	mips_06_10	"putative clathrin protein"
			mips_08_19
			mips_13_03_01
			mips_40_09
	at_At1g80810	mips_04_05_01_04_03	"unknown protein"
			mips_14_01_01
			mips_14_01_05
			mips_47_03_15
			mips_47_03_15_09
			mips_63_03_01
			mips_63_19_03
	at_At2g01710 -	mips_02	"unknown protein"
			mips_02_11
			mips_06_01
	at_At2g06020 -	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
	at_At2g07440 -	mips_10_01_05	"putative two-component response regulator protein"
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_63_03_01
	at_At2g13390 -	mips_03_01_09	"pseudogene"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_40_10_03
	at_At2g13570	mips_04_05_01_04_03	"putative CCAAT-box binding trancription factor"
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_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_At2g16400 -	mips_01_06_01_07	"putative homeodomain transcription factor"
			mips_01_06_01_07_11
			mips_04
			mips_25_05_13
			mips_25_05_23
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_10
	at_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_At2g27100 -	mips_11_05_01	"unknown protein"
	at_At2g27580	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
			mips_08_07_22
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At2g29210 -	mips_06_13	"putative proline-rich protein"
			mips_08
			mips_10_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_04
			mips_63_07
	at_At2g33610	mips_03_01	"putative SWI/SNF complex subunit SW13"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_01
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_40_10_99
			mips_63_03_01
	at_At2g35530 -	mips_13_11	"bZIP transcription factor AtbZip16"
			mips_13_11_03
			mips_13_11_03_07
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_29
	at_At2g38300 -	mips_10_05	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At2g39830 -	mips_11_05_01	"hypothetical protein"
			mips_25_05_10
			mips_30_04
			mips_67_01
			mips_67_04
	at_At2g40100 -	mips_02	"putative chlorophyll a/b binding protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_40_26
			mips_40_26_03
			mips_67
			mips_67_15
	at_At2g40260 -	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
			mips_30_04
	at_At2g42660 -	mips_10_05	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At2g44430 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_05
			mips_40_10_99
	at_At2g44910 -	mips_14_01_01	"homeodomain transcription factor (ATHB-4)"
			mips_14_04
			mips_14_04_07
	at_At3g08500	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At3g09600	mips_04_05_01_04_03	"putative MYB-related protein"
			mips_06_07
			mips_06_07_04
	at_At3g10300 -	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
			mips_40_03
			mips_63_01
			mips_63_17
			mips_63_17_01
	at_At3g10680 -	mips_13_07	"hypothetical protein"
			mips_25_05_01
	at_At3g10760 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At3g12630	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
	at_At3g13310 -	mips_11_01_05	"DnaJ protein, putative"
			mips_62_02_01_02
	at_At3g19510 -	mips_20_25_16	"putative homeobox protein, HAT3.1"
			mips_40_27
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_63_03_01
	at_At3g21430 -	mips_20_25	"unknown protein"
			mips_20_25_16
	at_At3g25500 -	mips_62_02_01_01	"formin-like protein AHF1"
	at_At3g43720 -	mips_08_16	"lipid-transfer protein-like, predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At3g46640 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At3g48710 -	mips_10	"unknown protein"
			mips_13_07
			mips_25_05_01
	at_At3g55730	mips_04_05_01_01	"MYB transcription factor - like protein"
	at_At1g15250 -	mips_05	"putative 60s ribosomal protein L37"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_63_03
	at_At1g15940 -	mips_63_07	"T24D18.4"
	at_At4g00540 -	mips_01_01_04	"putative c-myb-like transcription factor (MYB3R2)"
			mips_01_03_13
	at_At4g01680	mips_04_05	"putative transcription factor"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g08370 -	mips_40_01	"extensin-like protein"
	at_At4g08960 -	mips_03_01_05_01	"putative phosphotyrosyl phosphatase activator protein"
			mips_62_02_01_01
	at_At4g09030 -	mips_40_01	"arabinogalactan-protein AGP10"
	at_At4g13830 -	mips_06_01	"DnaJ-like protein"
			mips_11_01_05
			mips_30_07
	at_At4g16780 -	mips_14_10	"DNA-binding homeotic protein Athb-2"
			mips_14_10_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
	at_At4g16830	mips_04_05_05_11	"nuclear antigen homolog"
			mips_63_03_03
	at_At4g17410 -	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_01
			mips_03_03_01_03
			mips_06_10
			mips_25_05_10
			mips_63_03_01
	at_At4g17460 -	mips_25_05_10	"homeobox-leucine zipper protein HAT1 (hd-zip protein 1)"
			mips_25_05_13
	at_At4g17520	mips_04_05_05_11	"nuclear RNA binding protein A-like protein"
			mips_63_03_03
	at_At4g22250 -	mips_14_04_03_03	"hypothetical protein"
			mips_48
	at_At4g25740 -	mips_05_01	"putative ribosomal protein S10"
			mips_05_01_01
			mips_05_04
			mips_63_03_01
			mips_63_03_03
	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_At4g27900 -	mips_25_03	"unknown protein"
	at_At1g17480 -	mips_30_03	"hypothetical protein"
			mips_62_02_01
			mips_62_02_01_01
			mips_63_06
	at_At4g31200 -	mips_25_05_13	"predicted protein"
			mips_29_99
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g31920 -	mips_02_13	"predicted protein"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04
			mips_10
			mips_10_01_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At4g32730 -	mips_03_03_01_02	"putative myb-protein"
			mips_62_02_01_01
	at_At4g34340	mips_04_05_01_01	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
	at_At4g37180 -	mips_10	"putative cytoskeletal protein"
			mips_10_01_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g38560 -	mips_01_06_04	"Phospholipase like protein"
	at_At4g38620	mips_04_05	"putative transcription factor (MYB4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At5g02460	mips_04	"putative zinc finger protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_98
	at_At5g02950 -	mips_03_01_05	"putative protein"
			mips_30_10_03
	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_At5g05790	mips_04_05_01_04_01	"putative protein"
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At5g06710	mips_04_05_01_04_01	"homeobox protein"
			mips_14_10
			mips_14_10_02
			mips_37
			mips_37_03
			mips_37_03_05
			mips_37_03_05_01
	at_At5g08130	mips_04_05_01_04_01	"putative bHLH transcription factor (bHLH046)"
			mips_04_05_01_04_99
			mips_10_01_99
			mips_13_11_11
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_02
			mips_47_03_11
			mips_47_03_11_07
	at_At5g08520 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g14920 -	mips_20_20	"unknown protein"
			mips_20_20_18
	at_At5g16270 -	mips_03_01	"RAD21-3"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_03_01
			mips_03_03_02
	at_At5g19490 -	mips_40_10_99	"putative protein"
	at_At1g21660 -	mips_13_03_01	"auxilin-like protein"
			mips_67_01
	at_At5g22000 -	mips_04	"RING-H2 finger protein RHF2a"
			mips_06
			mips_63_01
	at_At5g23150 -	mips_40_10_07	"transcription factor-like protein (gb|AAD31171.1)"
	at_At5g42630 -	mips_10_01_01	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
	at_At5g44080 -	mips_40_10_05	"bZIP protein AtbZIP13"
	at_At5g46550 -	mips_14_04_09	"putative protein"
			mips_14_04_09_01
			mips_33_03_13
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_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_At5g53200	mips_04_05_01_01	"putative protein"
			mips_25_03
			mips_40_10_99
	at_At1g25550 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At1g27660	mips_04_05_01_04_01	"putative bHLH transcription factor (AtbHLH110)"
			mips_35_03_17
			mips_45_03_17
	at_At1g27950 -	mips_08_16	"unknown protein"
			mips_08_99
			mips_67
			mips_67_13
	at_At5g59570 -	mips_10_05_01	"ARR1 protein - like"
			mips_10_05_01_10
	at_At5g65310	mips_04_05	"homeobox-leucine zipper protein ATHB-5 (HD-zip protein ATHB-5) (sp|P46667)"
			mips_04_05_01
			mips_04_05_01_04
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_03
	at_At5g65630 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_09
			mips_14_04_03
			mips_14_04_03_05
			mips_63_03_01
	at_At1g29170 -	mips_06_10	"hypothetical protein"
			mips_13_05
			mips_13_05_01
			mips_14_01
			mips_30_04
			mips_30_04_03
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At1g31240	mips_04_05_01_01	"hypothetical protein"
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_99
	Propertest Accuracy: 26/101 (25.74%)
	Propertest Frequency class 'mips_04_05': 453/4430 (10.23%)

	New (unknown) data (2885 items):
	at_At1g02750 -	no entry	null
	at_At1g02900 -	no entry	null
	at_At5g45850 -	mips_99	"putative protein"
	at_At5g48250 -	no entry	null
	at_At5g49280 -	no entry	null
	at_At5g49440 -	no entry	null
	at_At5g49620 -	no entry	null
	at_At5g51190 -	no entry	null
	at_At5g51850 -	no entry	null
	at_At5g52230 -	no entry	null
	at_At5g52260 -	no entry	null
	at_At5g52600 -	no entry	null
	at_At5g53930 -	no entry	null
	at_At5g55020 -	no entry	null
	at_At5g58360 -	no entry	null
	at_At5g60200 -	no entry	null
	at_At5g61420 -	no entry	null
	at_At5g62470 -	no entry	null
	at_At5g64170 -	no entry	null
	at_At5g65230 -	no entry	null
	at_At5g65410 -	no entry	null
	at_At1g24630 -	no entry	null
	at_At1g25200 -	no entry	null
	at_At1g26780 -	no entry	null
	at_At5g67000 -	no entry	null
	at_At5g67420 -	no entry	null
	at_At1g27430 -	no entry	null
	at_At1g27720 -	no entry	null
	at_At1g28520 -	no entry	null
	at_At1g28630 -	no entry	null
	at_At1g29640 -	no entry	null
	at_At1g34220 -	no entry	null
	at_At1g34670 -	no entry	null
	at_At1g35300 -	no entry	null
	at_At1g35650 -	no entry	null
	at_At1g36150 -	no entry	null
	at_At1g43750 -	no entry	null
	at_At1g50770 -	no entry	null
	at_At1g51700 -	no entry	null
	at_At1g52200 -	no entry	null
	at_At1g53230 -	no entry	null
	at_At1g58320 -	no entry	null
	at_At1g64370 -	no entry	null
	at_At1g66390 -	no entry	null
	at_At1g68320 -	no entry	null
	at_At1g68610 -	no entry	null
	at_At1g69010 -	no entry	null
	at_At1g70950 -	no entry	null
	at_At1g72690 -	no entry	null
	at_At1g73350 -	no entry	null
	at_At1g74650 -	no entry	null
	at_At1g75240 -	no entry	null
	at_At1g75260 -	no entry	null
	at_At1g76380 -	no entry	null
	at_At1g78310 -	no entry	null
	at_At1g05490 -	no entry	null
	at_At1g06180 -	no entry	null
	at_At2g02820 -	no entry	null
	at_At2g06260 -	no entry	null
	at_At2g07430 -	no entry	null
	at_At2g10960 -	no entry	null
	at_At2g16720 -	no entry	null
	at_At2g17160 -	no entry	null
	at_At2g18050 -	no entry	null
	at_At2g21490 -	no entry	null
	at_At2g25230 -	no entry	null
	at_At2g26050 -	no entry	null
	at_At1g08760 -	no entry	null
	at_At1g09670 -	no entry	null
	at_At2g33780 -	no entry	null
	at_At2g34340 -	no entry	null
	at_At2g34720 -	no entry	null
	at_At2g36020 -	no entry	null
	at_At2g36890 -	no entry	null
	at_At2g36960 -	no entry	null
	at_At2g44440 -	no entry	null
	at_At2g45680 -	no entry	null
	at_At2g46420 -	no entry	null
	at_At2g46970 -	no entry	null
	at_At3g07790 -	no entry	null
	at_At3g10360 -	no entry	null
	at_At1g11480 -	no entry	null
	at_At3g12720 -	no entry	null
	at_At3g12820 -	no entry	null
	at_At3g13990 -	no entry	null
	at_At3g15030 -	no entry	null
	at_At3g18450 -	no entry	null
	at_At3g18460 -	no entry	null
	at_At3g18470 -	no entry	null
	at_At3g18550 -	no entry	null
	at_At3g21440 -	no entry	null
	at_At3g21740 -	no entry	null
	at_At3g22380 -	no entry	null
	at_At3g23130 -	no entry	null
	at_At3g23250 -	no entry	null
	at_At3g26400 -	no entry	null
	at_At3g27920 -	no entry	null
	at_At3g28470 -	no entry	null
	at_At3g28910 -	no entry	null
	at_At3g29140 -	no entry	null
	at_At3g30830 -	no entry	null
	at_At3g31360 -	mips_29	"hypothetical protein"
	at_At3g32010 -	mips_29	"hypothetical protein"
	at_At3g42190 -	no entry	null
	at_At3g42530 -	no entry	null
	at_At3g43640 -	no entry	null
	at_At1g14350 -	no entry	null
	at_At3g46130 -	no entry	null
	at_At3g46750 -	no entry	null
	at_At3g49690 -	no entry	null
	at_At3g49930 -	no entry	null
	at_At3g50410 -	no entry	null
	at_At3g52290 -	no entry	null
	at_At3g52740 -	no entry	null
	at_At3g55370 -	no entry	null
	at_At3g57920 -	no entry	null
	at_At3g59060 -	no entry	null
	at_At3g60110 -	mips_99	"unknown protein"
	at_At3g60230 -	no entry	null
	at_At3g60460 -	no entry	null
	at_At3g61380 -	no entry	null
	at_At3g62610 -	no entry	null
	at_At3g62630 -	no entry	null
	at_At3g66652 -	no entry	null
	at_At4g00220 -	no entry	null
	at_At4g00250 -	no entry	null
	at_At4g00940 -	no entry	null
	at_At4g02170 -	no entry	null
	at_At4g04900 -	no entry	null
	at_At4g08080 -	no entry	null
	at_At4g09460 -	no entry	null
	at_At4g09830 -	no entry	null
	at_At4g12480 -	no entry	null
	at_At4g13480 -	no entry	null
	at_At4g18390 -	no entry	null
	at_At4g19320 -	no entry	null
	at_At4g22470 -	no entry	null
	at_At4g23060 -	no entry	null
	at_At4g23910 -	no entry	null
	at_At4g26930 -	no entry	null
	at_At4g28110 -	no entry	null
	at_At4g28300 -	no entry	null
	at_At1g18620 -	no entry	null
	at_At1g18960 -	no entry	null
	at_At4g29440 -	no entry	null
	at_At4g32630 -	no entry	null
	at_At4g34990 -	no entry	null
	at_At4g38410 -	no entry	null
	at_At4g38710 -	no entry	null
	at_At5g03230 -	no entry	null
	at_At5g04090 -	no entry	null
	at_At5g04560 -	no entry	null
	at_At5g04760 -	no entry	null
	at_At5g05190 -	no entry	null
	at_At5g05330 -	no entry	null
	at_At5g07690 -	no entry	null
	at_At5g08770 -	no entry	null
	at_At5g11510 -	no entry	null
	at_At5g12840 -	no entry	null
	at_At5g12870 -	no entry	null
	at_At5g14340 -	no entry	null
	at_At5g14370 -	no entry	null
	at_At5g14540 -	no entry	null
	at_At5g15510 -	no entry	null
	at_At5g16200 -	no entry	null
	at_At5g16470 -	no entry	null
	at_At5g16770 -	no entry	null
	at_At5g17800 -	no entry	null
	at_At5g21940 -	no entry	null
	at_At5g23000 -	no entry	null
	at_At5g23080 -	no entry	null
	at_At5g23180 -	no entry	null
	at_At5g29040 -	no entry	null
	at_At5g30460 -	mips_29	"putative protein"
			mips_99
	at_At5g33210 -	no entry	null
	at_At5g34800 -	no entry	null
	at_At5g35990 -	no entry	null
	at_At5g38650 -	no entry	null
	at_At5g38740 -	no entry	null
	at_At5g39760 -	no entry	null
	at_At5g40330 -	no entry	null
	at_At5g40350 -	no entry	null
	at_At5g40430 -	no entry	null
	at_At1g02700 -	no entry	null
	at_At1g56160 -	no entry	null
	at_At1g56650 -	no entry	null
	at_At1g61930 -	no entry	null
	at_At1g63670 -	no entry	null
	at_At1g67250 -	no entry	null
	at_At1g71030 -	no entry	null
	at_At1g74080 -	no entry	null
	at_At1g77980 -	no entry	null
	at_At2g15590 -	no entry	null
	at_At2g17240 -	no entry	null
	at_At2g19710 -	no entry	null
	at_At2g20870 -	no entry	null
	at_At2g27380 -	no entry	null
	at_At2g27950 -	no entry	null
	at_At2g28510 -	no entry	null
	at_At1g07090 -	no entry	null
	at_At1g08790 -	no entry	null
	at_At2g31160 -	no entry	null
	at_At2g31850 -	no entry	null
	at_At2g32460 -	no entry	null
	at_At2g35470 -	no entry	null
	at_At2g37110 -	no entry	null
	at_At2g37300 -	no entry	null
	at_At2g42610 -	no entry	null
	at_At2g47190 -	no entry	null
	at_At3g09310 -	no entry	null
	at_At3g10250 -	no entry	null
	at_At3g12500 -	no entry	null
	at_At3g13890 -	no entry	null
	at_At3g19580 -	no entry	null
	at_At3g21270 -	no entry	null
	at_At3g21400 -	no entry	null
	at_At3g42360 -	no entry	null
	at_At3g44450 -	no entry	null
	at_At1g11700 -	no entry	null
	at_At3g45210 -	no entry	null
	at_At3g45370 -	no entry	null
	at_At3g48920 -	no entry	null
	at_At3g49940 -	no entry	null
	at_At3g56720 -	no entry	null
	at_At3g61250 -	no entry	null
	at_At4g03880 -	mips_29	"putative transposon protein"
	at_At4g05600 -	no entry	null
	at_At4g12490 -	no entry	null
	at_At4g12500 -	no entry	null
	at_At4g14010 -	no entry	null
	at_At4g19570 -	no entry	null
	at_At4g19590 -	no entry	null
	at_At4g21030 -	no entry	null
	at_At4g21040 -	no entry	null
	at_At4g21440 -	no entry	null
	at_At4g26750 -	no entry	null
	at_At4g26950 -	no entry	null
	at_At1g20440 -	no entry	null
	at_At4g33450 -	no entry	null
	at_At4g37710 -	no entry	null
	at_At4g37780 -	no entry	null
	at_At5g01200 -	no entry	null
	at_At5g03040 -	no entry	null
	at_At5g03510 -	no entry	null
	at_At5g06930 -	no entry	null
	at_At5g07700 -	no entry	null
	at_At5g09520 -	no entry	null
	at_At5g09960 -	no entry	null
	at_At5g15580 -	no entry	null
	at_At5g23650 -	no entry	null
	at_At5g35140 -	no entry	null
	at_At5g35550 -	no entry	null
	at_At5g36020 -	no entry	null
	at_At5g37370 -	no entry	null
	at_At5g40120 -	no entry	null
	at_At1g21310 -	no entry	null
	at_At1g21610 -	no entry	null
	at_At1g21830 -	no entry	null
	at_At1g22640 -	no entry	null
	at_At5g48050 -	no entry	null
	at_At5g56110 -	no entry	null
	at_At5g61470 -	no entry	null
	at_At5g64310 -	no entry	null
	at_At5g67450 -	no entry	null
	at_At1g25340 -	no entry	null
	at_At1g26260 -	no entry	null
	at_At1g26620 -	no entry	null
	at_At1g27730 -	no entry	null
	at_At1g28310 -	no entry	null
	at_At1g30140 -	no entry	null
	at_At1g31460 -	no entry	null
	at_At1g31890 -	no entry	null
	at_At1g35830 -	no entry	null
	at_At1g49130 -	no entry	null
	at_At1g53860 -	no entry	null
	at_At1g01730 -	no entry	null
	at_At1g02070 -	no entry	null
	at_At1g02870 -	no entry	null
	at_At1g03780 -	no entry	null
	at_At1g03820 -	no entry	null
	at_At1g50850 -	no entry	null
	at_At1g56200 -	no entry	null
	at_At1g56680 -	no entry	null
	at_At1g60670 -	no entry	null
	at_At1g66230 -	no entry	null
	at_At1g66370 -	no entry	null
	at_At1g68510 -	no entry	null
	at_At1g68630 -	no entry	null
	at_At1g70420 -	no entry	null
	at_At1g70650 -	no entry	null
	at_At1g72390 -	no entry	null
	at_At1g05860 -	no entry	null
	at_At1g06920 -	no entry	null
	at_At1g74660 -	no entry	null
	at_At1g78080 -	no entry	null
	at_At1g79090 -	no entry	null
	at_At1g79180 -	no entry	null
	at_At1g80730 -	no entry	null
	at_At2g03810 -	no entry	null
	at_At2g06490 -	no entry	null
	at_At2g07720 -	no entry	null
	at_At2g11640 -	no entry	null
	at_At2g13550 -	no entry	null
	at_At2g17710 -	no entry	null
	at_At2g18500 -	no entry	null
	at_At2g19390 -	no entry	null
	at_At2g19810 -	no entry	null
	at_At2g22880 -	no entry	null
	at_At2g25720 -	no entry	null
	at_At2g25920 -	no entry	null
	at_At2g28540 -	no entry	null
	at_At2g28810 -	no entry	null
	at_At2g29140 -	no entry	null
	at_At2g29200 -	no entry	null
	at_At2g29620 -	no entry	null
	at_At1g07640 -	no entry	null
	at_At1g08810 -	no entry	null
	at_At1g09040 -	no entry	null
	at_At2g31070 -	no entry	null
	at_At2g31180 -	no entry	null
	at_At2g36270 -	no entry	null
	at_At2g42190 -	no entry	null
	at_At2g42430 -	no entry	null
	at_At2g43610 -	no entry	null
	at_At2g43620 -	no entry	null
	at_At2g45420 -	no entry	null
	at_At2g45900 -	no entry	null
	at_At2g46240 -	no entry	null
	at_At2g47460 -	no entry	null
	at_At2g47850 -	no entry	null
	at_At3g10000 -	no entry	null
	at_At3g12310 -	no entry	null
	at_At3g12320 -	no entry	null
	at_At3g12910 -	no entry	null
	at_At3g13200 -	no entry	null
	at_At3g13222 -	no entry	null
	at_At3g13540 -	no entry	null
	at_At3g18050 -	no entry	null
	at_At1g13020 -	no entry	null
	at_At3g22610 -	no entry	null
	at_At3g23290 -	no entry	null
	at_At3g24310 -	no entry	null
	at_At3g27780 -	no entry	null
	at_At3g27810 -	no entry	null
	at_At3g30210 -	no entry	null
	at_At3g30440 -	no entry	null
	at_At3g43480 -	no entry	null
	at_At3g43730 -	no entry	null
	at_At3g44040 -	no entry	null
	at_At3g44960 -	no entry	null
	at_At3g47500 -	no entry	null
	at_At3g47600 -	no entry	null
	at_At3g48030 -	no entry	null
	at_At3g50350 -	no entry	null
	at_At3g50890 -	no entry	null
	at_At3g50900 -	no entry	null
	at_At3g51210 -	no entry	null
	at_At3g52440 -	no entry	null
	at_At3g53600 -	no entry	null
	at_At3g53860 -	no entry	null
	at_At3g56850 -	no entry	null
	at_At1g14440 -	no entry	null
	at_At1g14870 -	no entry	null
	at_At1g14900 -	no entry	null
	at_At1g15350 -	no entry	null
	at_At4g00120 -	no entry	null
	at_At4g02640 -	mips_65	"bZIP protein Atbzip10"
	at_At4g03860 -	no entry	null
	at_At4g08020 -	mips_29	"putative transposon protein"
	at_At4g12350 -	no entry	null
	at_At4g17920 -	no entry	null
	at_At4g18150 -	no entry	null
	at_At4g18610 -	no entry	null
	at_At4g20020 -	no entry	null
	at_At4g20420 -	no entry	null
	at_At4g24500 -	no entry	null
	at_At4g24660 -	no entry	null
	at_At4g25560 -	no entry	null
	at_At4g25580 -	no entry	null
	at_At4g26880 -	no entry	null
	at_At1g18330 -	no entry	null
	at_At1g18710 -	no entry	null
	at_At4g29790 -	no entry	null
	at_At4g29880 -	no entry	null
	at_At4g36500 -	no entry	null
	at_At4g37540 -	no entry	null
	at_At4g37860 -	no entry	null
	at_At4g38900 -	no entry	null
	at_At5g01840 -	no entry	null
	at_At5g02210 -	no entry	null
	at_At5g02320 -	no entry	null
	at_At5g02440 -	no entry	null
	at_At5g04340 -	no entry	null
	at_At5g10660 -	no entry	null
	at_At5g11600 -	no entry	null
	at_At5g13470 -	no entry	null
	at_At5g13970 -	no entry	null
	at_At5g15310 -	no entry	null
	at_At5g17360 -	no entry	null
	at_At5g17790 -	no entry	null
	at_At5g18440 -	no entry	null
	at_At5g25160 -	no entry	null
	at_At5g25540 -	no entry	null
	at_At5g28490 -	no entry	null
	at_At5g29070 -	no entry	null
	at_At5g40360 -	no entry	null
	at_At5g43160 -	no entry	null
	at_At5g43270 -	no entry	null
	at_At5g44060 -	no entry	null
	at_At5g46380 -	no entry	null
	at_At5g47390 -	no entry	null
	at_At5g49330 -	no entry	null
	at_At5g49390 -	no entry	null
	at_At5g52300 -	no entry	null
	at_At5g52310 -	no entry	null
	at_At5g53420 -	no entry	null
	at_At1g24300 -	no entry	null
	at_At1g26600 -	no entry	null
	at_At5g57570 -	mips_99	"putative protein"
	at_At5g57620 -	no entry	null
	at_At5g60680 -	no entry	null
	at_At5g60890 -	no entry	null
	at_At5g62240 -	no entry	null
	at_At5g62320 -	no entry	null
	at_At5g64780 -	no entry	null
	at_At5g65330 -	no entry	null
	at_At5g65790 -	no entry	null
	at_At1g29350 -	no entry	null
	at_At1g29370 -	no entry	null
	at_At1g30210 -	no entry	null
	at_At1g30750 -	no entry	null


------------------
Rule 2742
	ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2) = 1
	ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,3.0-6.0),b_len(_2,15.0-30.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,15.0-30.0),a_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,9.0-11.0),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),a_len(_2,11.0-15.0) = 0
	ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),c_len(_3,3.0-6.0),a_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,33.33-45.54),coil_dist(_1,53.24-60.98),c_len(_3,9.0-11.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,30.0-1200.0),a_len(_2,1.0-3.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0),b_len(_2,11.0-15.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0),a_len(_2,3.0-6.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
	ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),c_len(_3,11.0-15.0),b_len(_2,6.0-9.0) = 0
	ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_5,c,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_5,15.0-30.0) = 1
	ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
	ss(_1,_3,c,_2),c_len(_3,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,30.0-1200.0) = 0
	ss(_1,_3,c,_2),a_len(_2,9.0-11.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,30.0-1200.0) = 0
	ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,1.54-41.76),a_len(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),c_len(_2,9.0-11.0),b_len(_3,9.0-11.0) = 0
	ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,60.98-101.0),c_len(_2,11.0-15.0) = 0
	ss(_1,_3,b,_2),alpha_dist(_1,23.6-33.33),b_len(_3,3.0-6.0),a_len(_2,3.0-6.0) = 0
	ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,1.0-3.0),b_len(_3,11.0-15.0) = 0
	ss(_1,_3,b,_2),c_len(_2,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),c_len(_2,30.0-1200.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,30.0-1200.0) = 0
	ss(_1,_3,b,_2),b_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,45.54-101.0) = 0
	ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,11.0-15.0) = 0
	ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,13.03-23.6),b_len(_4,15.0-30.0) = 0
	ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,45.54-101.0),c_len(_4,1.0-3.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,53.24-60.98),c_len(_2,30.0-1200.0),a_len(_3,6.0-9.0) = 0
	ss(_1,_3,a,_2),coil_dist(_1,53.24-60.98),c_len(_2,9.0-11.0),a_len(_3,15.0-30.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,29.93-101.0),alpha_dist(_1,0.0-13.03),c_len(_2,9.0-11.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),coil_dist(_1,60.98-101.0),c_len(_2,15.0-30.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),alpha_dist(_1,23.6-33.33),c_len(_2,30.0-1200.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_2,9.0-11.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,33.33-45.54),c_len(_2,9.0-11.0) = 0
	ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,6.0-9.0),a_len(_3,6.0-9.0) = 0
	ss(_1,_3,a,_2),alpha_dist(_1,45.54-101.0),c_len(_2,11.0-15.0),a_len(_3,9.0-11.0) = 0
	ss(_1,_3,a,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_3,15.0-30.0) = 0
	ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
	ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
	ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,48.08-53.24) = 0
	ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 0
	->  class mips_01_20 "secondary metabolism"

	Evaluation on training data (5760 items):
	at_At1g01290 -	mips_01_07	"molybdopterin biosynthesis CNX3 protein, putative"
			mips_01_07_01
	at_At1g01420	mips_01_20_17	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_17_07
			mips_01_20_35_01
	at_At1g01460 -	mips_01_06_01_03	"hypothetical protein"
			mips_06_07_03
			mips_10_01_09
			mips_10_01_09_11
	at_At1g01490 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_01
			mips_13_01
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g01760 -	mips_01_03_01	"double-stranded RNA-specific editase, putative"
			mips_01_03_10
			mips_04_05_05_09
			mips_33_03_13
	at_At1g02740 -	mips_03_01	"unknown protein"
			mips_03_01_99
			mips_03_03
			mips_03_03_01
			mips_14_01
			mips_14_01_05
			mips_14_10
			mips_14_20
			mips_40_10_03
	at_At1g03190 -	mips_03_01_05_01	"putative DNA repair protein"
			mips_03_03_04
			mips_03_03_04_05
			mips_04_05_01_01
			mips_14_10_02_01
	at_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_At1g21850	mips_01_20_17_01	"pectinesterase, putative"
			mips_11_07_03
	at_At1g22360	mips_01_20_17_07	"putative protein"
	at_At1g22390	mips_01	"hypothetical protein, 3' partial"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_99
	at_At1g22400	mips_01_20_17	"Putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At1g22920 -	mips_04_05_01_04_01	"putative JUN kinase activator protein"
			mips_04_05_01_04_99
			mips_05_04
			mips_05_07
			mips_05_99
			mips_06_10
			mips_25_05_25
			mips_30_10
			mips_30_10_99
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
			mips_63_03_01
	at_At1g22940 -	mips_01_01	"phosphomethylpyrimidine kinase"
			mips_01_01_01
			mips_01_07
			mips_01_07_01
	at_At1g23000 -	mips_13	"hypothetical protein"
			mips_13_01
	at_At1g23700 -	mips_01_04	"putative Ser/Thr protein kinase"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_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_At5g44130	mips_01_20_01	"predicted GPI-anchored protein"
			mips_25_03
			mips_40_01
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g46410 -	mips_03_03_02	"unknown protein"
			mips_04_05_01_01
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_05
			mips_30_10
	at_At5g47720	mips_01_01	"acetoacyl-CoA-thiolase"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_04
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_20_25
			mips_02_25
			mips_02_45
			mips_02_45_20
			mips_02_45_99
			mips_02_99
	at_At5g47800 -	mips_13_11_01	"photoreceptor-interacting protein-like"
			mips_13_11_01_05
	at_At5g47950	mips_01_20_15	"acetyl-CoA:benzylalcohol acetyltranferase-like protein"
	at_At5g48220 -	mips_01_01	"indole-3-glycerol phosphate synthase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_07
			mips_01_07_01
			mips_03_99
	at_At5g48440 -	mips_01_01_01_11	"putative protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	at_At5g48930	mips_01_20_15	"anthranilate N-benzoyltransferase"
			mips_01_20_99
	at_At5g49930 -	mips_11_05_05	"putative protein"
			mips_13_07
	at_At5g50800 -	mips_14_20	"MtN3-like protein"
	at_At5g51060	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_02_11
			mips_11_05_03
			mips_11_07_07
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_15
	at_At5g51380 -	mips_14_01	"putative protein"
			mips_14_01_03
	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_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_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
	at_At5g54960 -	mips_01_01_01	"pyruvate decarboxylase (gb|AAB16855.1)"
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g55070 -	mips_01_05_01_05	"2-oxoglutarate dehydrogenase E2 subunit"
			mips_01_05_01_05_07
			mips_02_01
			mips_02_10
	at_At5g55760 -	mips_03_01_09	"transcription regulator Sir2-like protein"
			mips_03_01_09_05
			mips_04_05_01_04_05
			mips_06_07_99
			mips_10_01_99
			mips_40_10_07
			mips_62_01_01
			mips_62_01_99
			mips_62_02_99
			mips_63_19_99
	at_At5g55900 -	mips_01_05_01_01	"sucrose cleavage protein-like"
			mips_01_05_01_01_01
	at_At5g56750 -	mips_03_03_01_02	"pollen specific protein SF21"
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
			mips_11_05_03
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_13_03
			mips_13_03_01
			mips_13_11_03
			mips_13_11_03_05
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_20_25
			mips_20_25_03
			mips_20_25_03_03
	at_At5g56760	mips_01_01	"serine O-acetyltransferase (EC 2.3.1.30) Sat-52 (pir||S71207)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_20
			mips_01_20_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At5g57840	mips_01_20_15	"N-hydroxycinnamoyl/benzoyltransferase"
			mips_01_20_35_01
			mips_01_20_99
	at_At5g58460 -	mips_67_04_01	"putative protein"
			mips_67_04_01_02
	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_At5g59700 -	mips_10_01	"receptor-like protein kinase precursor - like"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At5g60490	mips_01_20_01	"fasciclin-like arabinogalactan protein FLA12"
			mips_13_07
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_01
	at_At5g61580 -	mips_01_05_04	"pyrophosphate-dependent phosphofructo-1-kinase - like protein"
			mips_02_01
			mips_02_01_03
	at_At5g63530 -	mips_06_07	"putative metal-binding protein"
			mips_13_01
	at_At5g63600	mips_01_20_17_07	"1-aminocyclopropane-1-carboxylic acid oxidase-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g63630 -	mips_04_01	"RNA helicase"
			mips_04_01_04
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	at_At5g63750 -	mips_63_17_09	"ARI-like RING zinc finger protein-like"
	at_At5g64220 -	mips_40_08	"Calmodulin-binding transcription activator 2 (CAMTA2)"
	at_At1g24420	mips_01_20_15	"unknown protein"
	at_At1g25290 -	mips_63_17	""
			mips_63_17_01
	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_At1g26550 -	mips_03_03_01_03	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_08_16
	at_At5g65550	mips_01_20_17_07	"anthocyanidin-3-glucoside rhamnosyltransferase"
	at_At5g65750 -	mips_01_05	"2-oxoglutarate dehydrogenase, E1 component"
			mips_01_05_01_01
			mips_02_10
			mips_14_04
			mips_25_05
	at_At5g66690	mips_01_05	"UTP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g66710 -	mips_25_05_13	"protein kinase ATN1-like protein"
			mips_33_03_13
			mips_35_03_17
	at_At5g67160	mips_01_20	"anthranilate N-hydroxycinnamoyl/benzoyltransferase-like protein"
			mips_01_20_15
			mips_01_20_35
			mips_01_20_35_01
			mips_06_07
	at_At1g27440	mips_01_20_13	"unknown protein"
	at_At1g27620	mips_01	"putative hypersensitivity-related protein"
			mips_01_20_15
			mips_01_20_99
			mips_11_05
			mips_11_05_03
	at_At1g28610	mips_01_06	"lipase, putative"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g30000 -	mips_01_05_01_01_02	"endoplasmic reticulum alpha-mannosidase, putative"
			mips_63_17_01
	at_At1g30530	mips_01_20_17	"putative UDP-gulcoronosyl and UDP-glucosyl transferase family protein"
			mips_01_20_17_07
	at_At1g30680 -	mips_20_25_01	"hypothetical protein"
			mips_20_25_01_01
			mips_30_16
			mips_30_99
	at_At1g32900 -	mips_01_05_01_03_02	"unknown protein"
			mips_01_05_01_03_04
			mips_02_19
			mips_30_34
			mips_30_34_07
			mips_40_30
	at_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_At1g42440 -	mips_04_99	"unknown protein"
			mips_63_07
	at_At1g42970 -	mips_02	"putative glyceraldehyde-3-phosphate dehydrogenase (At1g42970)"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_02_01_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_40_32
			mips_43
			mips_43_03
			mips_43_03_02
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g43190 -	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g48430 -	mips_06_07_03	"dihydroxyacetone kinase, putative"
	at_At1g49250 -	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_03_03
			mips_06_10
			mips_11_01
			mips_11_01_09
			mips_14_01
			mips_14_01_01
			mips_25_05_99
			mips_30_10
			mips_30_10_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
	at_At1g50440 -	mips_04_99	"unknown protein"
	at_At1g50580	mips_01	"rhamnosyltransferase, putative"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_99
	at_At1g51470	mips_01_05	"myrosinase precursor, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g51630 -	mips_11_01	"hypothetical protein"
			mips_14_01
			mips_14_01_05
	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_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_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_At1g03390	mips_01_20_15	"hypothetical protein"
			mips_01_20_99
	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_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_At1g03870	mips_01_20_01	"predicted GPI-anchored protein"
			mips_25_03
			mips_40_01
	at_At1g04630 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_14_10_02_02
			mips_29_99
	at_At1g55810 -	mips_01_03	"uracil phosphoribosyltransferase 1, putative"
			mips_01_03_04
			mips_01_03_04_03
			mips_01_04
			mips_01_04_01
			mips_01_04_04
			mips_63_19_05
			mips_63_19_99
	at_At1g56600 -	mips_01_05_01_03_02	"putative galactinol synthase"
			mips_02_19
	at_At1g58280 -	mips_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_04
			mips_02_01
			mips_02_19
			mips_04_01
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_40_03
	at_At1g58400 -	mips_11_05_01	"hypothetical protein"
	at_At1g59990 -	mips_63_19_03	"putative protein"
	at_At1g60090	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_At1g60140 -	mips_01_05_04	""
			mips_02_19
	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_At1g62180 -	mips_01_01_01_11	"putative adenosine-5'-phosphosulfate reductase"
			mips_01_01_01_11_03
			mips_01_02_01
	at_At1g63390 -	mips_01_01_99	"unknown protein"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g63680 -	mips_01_05_01_03	"putative UDP-N-acetylmuramoylalanyl-D-glutamate--2,6-diaminopimelate ligase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_05_01_07
			mips_01_05_01_07_03
			mips_01_07
			mips_01_07_01
			mips_11_05
			mips_11_05_01
			mips_11_05_05
			mips_11_05_05_09
			mips_14_01
			mips_30_34
			mips_30_34_07
	at_At1g64390 -	mips_01_05_01	"endo-beta-1,4-glucanase, putative"
			mips_01_05_01_01
			mips_30_01
	at_At1g64910	mips_01_20_17_07	"hypothetical protein"
	at_At1g64930	mips_01_20_17_07	"hypothetical protein"
	at_At1g65190 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g66200 -	mips_01_01_01_01	"unknown protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_02
			mips_01_02_01
			mips_13_03
			mips_13_03_01
	at_At1g66350 -	mips_25_03	"gibberellin regulatory protein, putative"
	at_At1g66970 -	mips_01_05	"predicted GPI-anchored protein"
			mips_01_05_01_01
			mips_01_06
			mips_01_06_04
			mips_01_06_07
			mips_11_01_11
			mips_11_07_99
			mips_14_04
			mips_25_05
			mips_40_27_99
	at_At1g68180 -	mips_06_10	"unknown protein"
			mips_45
			mips_45_03
			mips_45_03_17
	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_At1g69830 -	mips_01_05_01_01_01	"putative alpha-amylase"
			mips_02_19
	at_At1g71280 -	mips_04_01	"putative DEAD/DEAH box helicase"
			mips_04_01_04
			mips_04_05_05_01
	at_At1g71330 -	mips_67_50	"putative ABC transporter"
			mips_67_50_25
	at_At1g72230 -	mips_67_04_01	"blue copper protein - like predicted GPI-anchored protein"
			mips_67_04_01_01
	at_At1g73170 -	mips_01_01_07	"unknown protein"
			mips_63_19_03
			mips_67_10
			mips_67_50_25
	at_At1g73590 -	mips_20_20	"auxin transporter splice variant b, putative"
			mips_20_20_18
			mips_67_99
	at_At1g73800 -	mips_10	"putative calmodulin-binding protein"
			mips_10_01
			mips_10_01_01
			mips_98
	at_At1g74210 -	mips_01	"putative glycerophosphodiester phosphodiesterase"
			mips_01_05
			mips_01_05_01_01
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_04
			mips_01_06_07
			mips_11
			mips_11_01
			mips_11_01_11
			mips_11_07_99
			mips_14
			mips_14_04
			mips_25_05
			mips_40
			mips_40_27
			mips_40_27_99
	at_At1g74260 -	mips_01_03_01	"putative phosphoribosylformylglycinamidine synthase"
			mips_01_03_01_03
			mips_11_07_07
	at_At1g75680 -	mips_30_01	"endo-beta-1,4-glucanase, putative"
	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_At1g76130 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_05
			mips_02_16
			mips_02_19
			mips_02_22
	at_At1g76490 -	mips_01_06_01	"3-hydroxy-3-methylglutaryl CoA reductase (AA 1-592)"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_13_05
			mips_13_05_01
			mips_37
			mips_37_03
			mips_37_03_15
			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_At1g78460 -	mips_01_07	"unknown protein"
			mips_01_07_10
			mips_20
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_23
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_99
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_04
	at_At1g78500 -	mips_01_06_01	"Putative Oxidosqualene Cyclase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_40_07
	at_At1g79920 -	mips_01_03_16	"putative heat-shock protein (At1g79920)"
			mips_01_03_16_01
			mips_04_05_05_11
			mips_11_01_05
			mips_20_25_16
	at_At1g80290 -	mips_01_05	"unknown protein"
			mips_10_01
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_25
			mips_25_05
			mips_25_05_07
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_07
			mips_62
			mips_62_01_01
			mips_62_01_07
			mips_63_01
	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_At1g05590 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
			mips_40_25
	at_At1g06690 -	mips_01_05	"unknown protein"
			mips_01_05_07
			mips_01_06
			mips_02_16
			mips_20_03
			mips_67
			mips_67_07
			mips_67_15
	at_At1g06820	mips_01_03_04	"unknown protein"
			mips_01_20_13
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_30_26
			mips_30_26_03
			mips_67_15
	at_At1g07270 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40_03
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_19
	at_At2g01140 -	mips_02	"putative fructose-bisphosphate aldolase, plastidic form"
			mips_01_04
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_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_At2g04030 -	mips_11_01_05	"heat shock like protein"
			mips_40_04_05
	at_At2g04780	mips_01_20_01	"fasciclin-like arabinogalactan protein FLA7"
			mips_40_01
	at_At2g05010 -	mips_29_02	"Mutator-like transposase"
	at_At2g06450 -	mips_29_02	"putative transposase of FARE2.11"
	at_At2g07670 -	mips_03_01_03	"putative non-LTR retrolelement reverse transcriptase"
			mips_03_01_05
	at_At2g12190	mips_01_20_17	"pseudogene"
			mips_01_20_17_07
	at_At2g13060 -	mips_03_01_03	"pseudogene"
			mips_03_01_05
			mips_03_01_05_03
	at_At2g13240 -	mips_29_01	"pseudogene"
	at_At2g15160 -	mips_29_02	"putative transposase of FARE2.2 (CDS1)"
	at_At2g15790 -	mips_04	"cyclophilin-40"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_13
	at_At2g15810 -	mips_29	"Mutator-like transposase"
			mips_29_02
	at_At2g15920 -	mips_10_01	"putative retroelement pol polyprotein"
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_At2g17280 -	mips_01_05_04	"unknown protein"
	at_At2g17490 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
	at_At2g19070	mips_01	"putative anthranilate N-hydroxycinnamoyl/benzoyltransferase"
			mips_01_20
			mips_01_20_15
			mips_01_20_99
			mips_06
			mips_06_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g19930 -	mips_03	"hypothetical protein"
			mips_03_03
			mips_11
			mips_11_05
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_98
	at_At2g19940 -	mips_01_01	"putative N-acetyl-gamma-glutamyl-phosphate reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_40_16
	at_At2g20360 -	mips_01_06_01_07	"putative NADH-ubiquinone oxireductase"
			mips_01_06_01_07_11
			mips_02_11_05
			mips_30_16
	at_At2g20370	mips_01	"unknown protein"
			mips_01_20
			mips_01_20_13
			mips_99
	at_At2g20520	mips_01_20_01	"fasciclin-like arabinogalactan-protein 6 (Fla6)"
			mips_13_07
			mips_40_01
			mips_40_27_01
			mips_63_13
			mips_63_13_99
	at_At2g20910 -	mips_63_17_01	"putative diacylglycerol kinase"
	at_At2g20950 -	mips_01_06_04	"unknown protein"
	at_At2g21250 -	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
	at_At2g21940 -	mips_01_01	"putative shikimate kinase precursor"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_01_01_11_13
	at_At2g22440 -	mips_29_02	"putative non-LTR retroelement reverse transcriptase"
			mips_29_99
	at_At2g22530	mips_01_04_01	"unknown protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_06_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_14_04_03_05
			mips_20_03
			mips_40_01
	at_At2g22930	mips_01_20_17	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20_17_07
	at_At2g23140 -	mips_06_04	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_40_10_05
			mips_63_01
	at_At2g23510	mips_01_20	"putative anthranilate N-hydroxycinnamoyl/benzoyltransferase"
			mips_01_20_15
			mips_01_20_99
			mips_11_05
			mips_11_05_03
	at_At2g24450	mips_01_06_04	"predicted GPI-anchored protein"
			mips_01_06_07
			mips_01_20_01
			mips_13_11_03
			mips_13_11_03_05
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_40_01
			mips_40_08
	at_At2g24500 -	mips_63_17_09	"putative C2H2-type zinc finger protein"
	at_At2g25020 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_99
			mips_30
			mips_63_19
	at_At2g25150	mips_01_20_15	"unknown protein"
			mips_01_20_99
	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_At2g25850 -	mips_04_05_05_05	"nuclear poly(A) polymerase"
			mips_47_03_15
			mips_47_03_15_07
	at_At2g26420 -	mips_06_07_03	"putative phosphatidylinositol-4-phosphate 5-kinase"
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_99
			mips_14_04_03_01
	at_At2g26800 -	mips_01_01_01_15	"hydroxymethylglutaryl-CoA lyase like protein"
			mips_01_01_01_15_03
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_03
			mips_02_01
	at_At2g27010	mips_02	"putative cytochrome P450"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_40_02
	at_At2g27040 -	mips_05_04_01	"Argonaute (AGO1)-like protein"
			mips_05_07
			mips_63_03_03
	at_At2g27880 -	mips_05_04_01	"Argonaute (AGO1)-like protein"
			mips_05_07
			mips_25_03
	at_At2g28070 -	mips_01	"putative ABC transporter"
			mips_01_06
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g28080	mips_01_05_01	"putative glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At2g28110	mips_01_20_13	"unknown protein"
	at_At2g29230 -	mips_29_02	"Mutator-like transposase"
	at_At1g08130 -	mips_03_01_05_01	"DNA ligase"
			mips_03_01_05_01_01
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_11_01_09
			mips_14_01_01
			mips_25_05_99
			mips_30_10
			mips_30_10_03
			mips_62_01
			mips_62_01_07
	at_At1g08520	mips_01_20_19	"Mg-chelatase like protein"
			mips_01_20_19_01
			mips_03_01_03
			mips_40_10_03
			mips_40_10_99
			mips_63_03_01
	at_At1g09420 -	mips_01_03	"putative Glucose-6-phosphate dehydrogenase (F14J9.8)"
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11_07
	at_At1g10040 -	mips_01_06_04	"unknown protein"
	at_At2g29680 -	mips_03	"cell division control protein 6 (cdc6)"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40_03
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_19
	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_At2g30770 -	mips_11_07_01	"putative cytochrome P450"
	at_At2g31790	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g32480 -	mips_06_07_11	"unknown protein"
			mips_20_25_16_99
			mips_47_03_11
	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_At2g33230 -	mips_01_02	"putative flavin-containing monooxygenase"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_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_At2g36770	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g39140 -	mips_01_03	"unknown protein"
			mips_01_03_04
			mips_01_03_99
			mips_01_07
			mips_01_07_01
			mips_04_01
			mips_04_01_99
			mips_04_03
			mips_04_03_06
	at_At2g39980	mips_01_20_15	"putative anthocyanin 5-aromatic acyltransferase"
			mips_01_20_35_01
	at_At2g41220 -	mips_01	"ferredoxin-dependent glutamate synthase (GLU2)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_06
			mips_01_06_04
			mips_02_11
			mips_40
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_67
			mips_67_15
	at_At2g41790 -	mips_06_07_11	"putative zinc protease"
			mips_14_04_03
			mips_14_04_03_03
			mips_25_05_23
			mips_40_19
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_07
	at_At2g41930 -	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g42710 -	mips_05	"hypothetical protein"
			mips_05_01
			mips_05_01_01
			mips_40
			mips_40_26
			mips_40_26_03
	at_At2g42790 -	mips_01_05_01_01_01	"putative citrate synthase"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At2g43840	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g44180 -	mips_03_01_01	"methionine aminopeptidase-like protein"
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_06_07_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
	at_At2g44450	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44460	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g44570 -	mips_01_05_01_01	"putative glucanase"
	at_At2g45440 -	mips_01	"putative dihydrodipicolinate synthase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_05
	at_At2g45560	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At2g45730 -	mips_04	"unknown protein"
			mips_04_03
			mips_04_03_03
			mips_05
			mips_05_04
			mips_40
			mips_40_03
	at_At3g06940 -	mips_29	"putative mudrA protein"
			mips_29_02
			mips_99
	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_At3g07690 -	mips_01_05_01_01_01	"putative glycerol-3-phosphate dehydrogenase"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g08510 -	mips_01_06_04	"phosphoinositide specific phospholipase C (AtPLC2)"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
	at_At3g08860	mips_01_01_01_01	"putative aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_At3g08970 -	mips_06_01	"putative DnaJ protein"
			mips_11_01_05
			mips_37
			mips_37_03
			mips_37_03_03
			mips_37_03_03_02
	at_At3g09100 -	mips_04_05_05_03	"putative mRNA capping enzyme, RNA guanylyltransferase"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
	at_At3g10160	mips_01_01_99	"putative folylpolyglutamate synthetase"
			mips_01_07_04
			mips_01_07_99
			mips_01_20_29
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_14_01_01
			mips_30_03
			mips_30_16
			mips_63_02
			mips_63_11
			mips_63_19_03
			mips_63_21
			mips_63_21_99
	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_At3g11870 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At3g12120 -	mips_01_06_99	"unknown protein"
	at_At1g10930 -	mips_03_01_05	"DNA helicase isolog"
			mips_03_01_05_01
			mips_14_10
			mips_63_03_03
			mips_63_19_03
	at_At1g11600	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At1g11680 -	mips_45	"obtusifoliol 14-alpha demethylase like protein"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g12530 -	mips_14_01	"hypothetical protein"
			mips_14_01_03
			mips_25_05_10
	at_At3g13640 -	mips_01_03	"RNase L inhibitor, putative"
			mips_02
			mips_01_03_16
			mips_01_03_16_01
			mips_02_11
			mips_04_05
			mips_04_05_05
			mips_08
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_19
			mips_67
			mips_67_15
			mips_67_50
			mips_67_50_25
	at_At3g14300 -	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At3g14550	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase (GGPS3)"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g15650 -	mips_01_06_07	"putative lysophospholipase"
			mips_01_06_10
			mips_48
	at_At3g15940 -	mips_02	"hypothetical protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_99
			mips_02_11
			mips_02_19
			mips_14
			mips_14_04
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_34
			mips_40_34_09
	at_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_At3g16520	mips_01_20_17	"glucosyltransferase like protein"
			mips_01_20_17_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_At3g20810 -	mips_01	"unknown protein"
			mips_01_06
			mips_01_06_04
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_04_05_01_04_05
			mips_04_99
			mips_11
			mips_11_01
			mips_11_01_01
			mips_40_10
			mips_98
	at_At3g21370	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g21750	mips_01_20_17	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At3g21780	mips_01_20_17	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At3g22250	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At3g23050 -	mips_20_20	"indoleacetic acid (IAA)-inducible gene (IAA7)"
			mips_20_20_18
	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_At3g25100 -	mips_03_01	"Cdc45-like protein"
			mips_03_01_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_40_10_99
	at_At3g26410 -	mips_03_01_05_01	"putative protein"
	at_At3g27300 -	mips_01_03	"glucose-6-phosphate 1-dehydrogenase, putative"
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
	at_At3g27720 -	mips_03_03	"hypothetical protein"
			mips_20
			mips_20_25
			mips_20_25_16
			mips_63_17
			mips_63_17_09
	at_At3g28450 -	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g29430	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g29630	mips_01_20_17	"flavonol 3-O-Glucosyltransferase, putative"
			mips_01_20_17_07
	at_At3g29670	mips_01_20_15	"anthocyanin 5-aromatic acyltransferase, putative"
	at_At3g29680	mips_01_20_15	"anthocyanin 5-aromatic acyltransferase, putative"
	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_At3g31530 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
			mips_63
			mips_63_03
	at_At3g32040	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g42140 -	mips_29_01	"putative protein"
	at_At3g42180	mips_01_20_13	"putative protein"
	at_At1g13070	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At1g13150 -	mips_02_11	"putative cytochrome P450 monooxygenase"
	at_At1g13710	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g13830 -	mips_01_04_01	"hypothetical protein"
			mips_01_05
	at_At3g45770 -	mips_02_16	"nuclear receptor binding factor-like protein"
	at_At3g46450 -	mips_08_07	"putative protein"
			mips_08_07_07
			mips_40_08
			mips_48
	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_At3g47010 -	mips_01_05_01_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	at_At3g47280 -	mips_29	"putative protein"
			mips_29_02
	at_At3g47310 -	mips_29_02	"putative protein"
	at_At3g48730	mips_01_01_99	"glutamate-1-semialdehyde aminotransferase"
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_99
			mips_40_26
			mips_40_26_03
	at_At3g49000 -	mips_04_03	"RNA polymerase III subunit - like protein"
	at_At3g50000 -	mips_01_04	"CASEIN KINASE II, ALPHA CHAIN 2 (CK II)"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01
			mips_13_11
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g50070 -	mips_03_03	"cyclin D3-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_40_08
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g50110 -	mips_01_04	"tyrosine phosphatase like protein"
			mips_06_07
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_99
			mips_40_02
			mips_40_04
			mips_67_01
			mips_67_04
	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_At3g50270	mips_01	"anthranilate N-hydroxycinnamoyl/benzoyltransferase - like protein"
			mips_01_20
			mips_01_20_15
			mips_01_20_35
			mips_01_20_35_01
			mips_06
			mips_06_07
			mips_99
	at_At3g50280	mips_01_20_15	"anthranilate N-hydroxycinnamoyl/benzoyltransferase - like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At3g51470 -	mips_10_01_05_01	"protein phosphatase 2C-like protein"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_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_At3g52050 -	mips_01_03_16	"putative protein"
			mips_01_03_16_03
			mips_40_37
	at_At3g52200 -	mips_02	"dihydrolipoamide S-acetyltransferase precursor"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_05
			mips_01_05_01_05_07
			mips_01_07
			mips_02_01
			mips_02_08
			mips_02_10
			mips_40_16
	at_At3g52950 -	mips_01	"putative protein"
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_99
	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_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_At3g53870 -	mips_05_01	"ribosomal protein S3a homolog"
			mips_05_01_01
	at_At3g57550 -	mips_01_03	"guanylate kinase (GK-2)"
			mips_01_03_01
			mips_10_05
			mips_10_05_01
			mips_13_07
			mips_40_02
			mips_40_04
	at_At3g59350 -	mips_10_05	"protein kinase-like protein"
	at_At3g59720 -	mips_29_01	"copia-type reverse transcriptase-like protein"
	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_At3g61000 -	mips_11_01_01	"putative protein"
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_65
	at_At3g62160	mips_01_20_15	"putative protein"
			mips_01_20_99
			mips_11_05_03
	at_At3g62740 -	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_05_01_01_02
	at_At3g63410	mips_01_07_01	"putative chloroplast inner envelope protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_15
			mips_01_20_15_03
			mips_40_26
			mips_40_26_03
	at_At4g01370 -	mips_10_01_05_01	"MAP kinase 4"
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At4g01690 -	mips_01_07_01	"protoporphyrinogen oxidase"
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_07
	at_At4g03340 -	mips_01_05	"putative glycosylation enzyme"
			mips_01_05_01_01
	at_At4g03370 -	mips_05	"putative protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_07
			mips_06_13
			mips_40_03
	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_At1g16980 -	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At4g04560 -	mips_29_01	"putative transposon protein"
			mips_29_99
	at_At4g05440 -	mips_03_01_01	"D123 -like protein"
			mips_13_11_03
			mips_25_01
			mips_25_01_01
	at_At4g07660 -	mips_03_01	"putative athila transposon protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_06_13
			mips_29
	at_At4g08680 -	mips_29_02	"putative MuDR-A-like transposon protein"
	at_At4g08800 -	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g09380 -	mips_29	"putative protein"
			mips_29_02
	at_At4g09730 -	mips_04_01	"putative protein"
			mips_04_01_04
			mips_04_01_99
			mips_04_05_99
			mips_25_05_10
			mips_63_19
	at_At4g09740 -	mips_01_05_01_01	"cellulase-like protein"
	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_At4g10320 -	mips_05_10	"isoleucine-tRNA ligase - like protein"
	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_At4g11260 -	mips_03_03_01_01	"Sgt1 like protein"
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_03_03_01_01_11
			mips_03_03_04
			mips_03_03_04_01
			mips_03_03_04_07
			mips_25_05_25
			mips_40_07
			mips_40_10_03
			mips_63_17
			mips_63_17_09
	at_At4g11830	mips_01_06	"phospholipase D-gamma-2"
			mips_01_06_04
			mips_01_20
			mips_01_20_19
			mips_01_20_19_99
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_01_09
			mips_11
			mips_11_01
			mips_30
			mips_30_04
			mips_40_02
	at_At4g12320	mips_01_20_17_07	"cytochrome P450 homolog"
			mips_11_07_01
	at_At4g12730 -	mips_13_07	"fasciclin-like arabinogalactan protein FLA2"
			mips_40_27
			mips_40_27_01
			mips_63_13
			mips_63_13_99
	at_At4g13840	mips_01_06	"fatty acid elongase - like protein (cer2-like)"
			mips_01_06_01
			mips_01_20
			mips_01_20_15
	at_At4g14100	mips_01_20_17_07	"glucosyltransferase like protein"
	at_At4g14140 -	mips_01_03	"(cytosine-5-)-methyltransferase"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_09
			mips_63_17
			mips_63_17_09
	at_At4g14250 -	mips_05_01	"hypothetical protein"
			mips_05_01_01
			mips_05_04_01
			mips_05_04_02
	at_At4g15280	mips_01_20_17	"UTP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At4g15390	mips_01_20_15	"HSR201 like protein"
			mips_01_20_99
			mips_11_05_03
	at_At4g15440 -	mips_01_06_04	"hydroperoxide lyase (HPL1)"
			mips_11_07_01
	at_At4g16310	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At4g17150 -	mips_01_05_01_01	"hypothetical protein"
			mips_01_05_01_01_01
	at_At4g17450 -	mips_29_01	"retrotransposon like protein"
			mips_29_02
			mips_29_99
	at_At4g18270 -	mips_01_05_01_03_04	"putative protein"
			mips_01_06_01_03
			mips_11_05_01_01
			mips_30_34
			mips_30_34_07
			mips_40_30
	at_At4g18300 -	mips_01_07_01	"initiation factor-2Bepsilon-like protein"
	at_At4g18410 -	mips_29_99	"MuDR transposable element - like protein"
	at_At4g20330 -	mips_04_05_01_01	"putative protein"
	at_At4g21320 -	mips_06	"putative protein"
			mips_06_13
	at_At4g23210 -	mips_10_05	"serine/threonine kinase - like protein"
	at_At4g23340	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g23400 -	mips_20	"water channel - like protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_67_99
	at_At4g25540 -	mips_03_01_05	"putative DNA mismatch repair protein"
	at_At4g26110 -	mips_03_01_99	"nucleosome assembly protein I-like protein"
			mips_30_10
			mips_30_10_03
	at_At4g26250 -	mips_01_05_01_03	"putative protein"
			mips_01_05_01_03_02
			mips_02_19
	at_At4g26940 -	mips_05	"Avr9 elicitor response like protein"
			mips_11_05
			mips_11_05_03
	at_At4g27570	mips_01_20_17	"UDP rhamnose--anthocyanidin-3-glucoside rhamnosyltransferase - like protein"
			mips_01_20_17_07
	at_At4g27830 -	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_11_05_03
	at_At4g28520 -	mips_01_05_01_01_03	"12S cruciferin seed storage protein"
			mips_65
	at_At4g28540 -	mips_01	"protein kinase ADK1-like protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At1g17650 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At1g18770 -	mips_06_10	"hypothetical protein"
	at_At1g18830 -	mips_03_03_02	"hypothetical protein"
			mips_08_07
			mips_40_09
	at_At4g29460 -	mips_01_06_04	"phospholipase A2-like protein"
	at_At4g30250 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At4g31910	mips_01_20_15	"putative protein"
			mips_01_20_99
			mips_11_05_03
	at_At4g32180 -	mips_03_03_01_01	"putative protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
	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_At4g33730 -	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	at_At4g33920 -	mips_10_01_05	"unknown protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g34200 -	mips_01_01_01	"Phosphoglycerate dehydrogenase - like protein"
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_67_15
	at_At4g34490 -	mips_01_03_13	"putative cyclase associated protein CAP"
			mips_01_07_07
			mips_10_01_09
			mips_13_11_03
			mips_13_11_03_01
			mips_14_01_03
			mips_25_05_10
			mips_25_05_25
			mips_62_01
			mips_62_01_99
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_62_02_99
	at_At4g36450 -	mips_10_01_05_01	"MAP kinase like protein"
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At4g36930 -	mips_04	"bHLH transcription factor / SPATULA (SPT)"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33_03_11
			mips_33_03_13
			mips_35_03_17
			mips_40_10
			mips_63_01
			mips_63_03
			mips_98
	at_At4g36950 -	mips_01_05_04	"MAP3K-like protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g36980 -	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_99
			mips_63_03_03
	at_At4g37200 -	mips_25_05_25	"thiol-disulfide interchange like protein"
	at_At4g38190 -	mips_01_05_01_03_02	"putative protein"
	at_At4g39640 -	mips_01_01_04	"gamma-glutamyltransferase like protein"
			mips_01_01_07
			mips_01_07
			mips_01_07_01
			mips_03_03
			mips_03_03_01
			mips_11_01
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_03
			mips_11_99
			mips_20_25
			mips_30_01
	at_At4g40000 -	mips_03_03	"proliferating-cell nucleolar antigen - like protein"
			mips_03_03_01
			mips_04_01
			mips_04_01_04
			mips_04_03
			mips_04_03_06
			mips_40_10_07
	at_At5g01210	mips_01_20_15	"anthranilate N-benzoyltransferase - like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g01330 -	mips_01_01_01_15	"pyruvate decarboxylase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At5g02100 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_14_10
	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_At5g04260 -	mips_02_11	"thioredoxin - like protein"
			mips_06_01
			mips_40_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_At5g05730	mips_01_01	"anthranilate synthase component I-1 precursor (sp|P32068)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_07
			mips_01_07_01
			mips_01_20_33
	at_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_At5g05990 -	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_01
			mips_47_03_05
			mips_62_01
			mips_62_01_07
	at_At5g06470 -	mips_01_03_07	"putative protein"
			mips_02_13
			mips_02_13_03
	at_At5g06620 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_14_04_03
			mips_14_04_03_05
			mips_30_01
			mips_30_10
			mips_30_10_03
	at_At5g07480	mips_01_20_17	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At5g07850	mips_01_20_15	"proanthranilate N-benzoyltransferase -like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g07860	mips_01_20_15	"N-hydroxycinnamoyl/benzoyltransferase - like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g08420 -	mips_04_01	"rev interacting protein mis3 - like"
			mips_04_01_04
	at_At5g09850 -	mips_04_05_01_01	"unknown protein"
			mips_04_05_01_04_01
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
			mips_63_03_01
	at_At5g09970	mips_01_20_17_07	"cytochrome P450"
	at_At5g11110 -	mips_01	"sucrose-phosphate synthase -like protein"
			mips_01_05
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_01_05_99
			mips_02_19
			mips_30
			mips_30_34
			mips_30_34_07
			mips_98
	at_At5g12890	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g13050 -	mips_01_01_01	"5-formyltetrahydrofolate cyclo-ligase-like protein"
			mips_01_05_01_07
			mips_01_05_01_07_03
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_63_21
	at_At1g19230 -	mips_11_05	"hypothetical protein"
			mips_11_05_03
			mips_11_07_07
			mips_14_01_03
			mips_14_04
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	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_At1g20620 -	mips_11_05_01	"unknown protein"
			mips_11_07
			mips_11_07_03
			mips_11_07_07
			mips_11_07_07_01
			mips_40_19
	at_At1g20750 -	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_01
			mips_04_05_01_01
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
	at_At5g13640 -	mips_01_06_01	"unknown protein"
			mips_01_06_04
			mips_01_06_13
			mips_40_27
			mips_63_09
	at_At5g13850 -	mips_05_07	"putative protein"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
	at_At5g14460 -	mips_01_03_04	"tRNA synthase - like protein"
			mips_04_01
			mips_04_01_04
			mips_04_03
			mips_04_03_01
			mips_04_03_03
			mips_40_10_07
	at_At5g14640 -	mips_25_05_07	"protein kinase MSK-3 - like"
	at_At5g14700	mips_01_01_01_11	"cinnamoyl CoA reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_02
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_07_99
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At5g16340	mips_01_05_01_01	"AMP-binding protein"
			mips_01_05_01_01_03
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_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_At5g17230	mips_01_06_01	"phytoene synthase (gb|AAB65697.1)"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20_13
			mips_40_07
			mips_43
			mips_43_03
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_99
			mips_63_21
			mips_63_21_07
	at_At5g17380 -	mips_01_01_01_15	"2-hydroxyphytanoyl-CoA lyase-like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_05_01_01_01
			mips_01_06_04
			mips_02_10
			mips_02_16
			mips_02_16_01
			mips_40_19
			mips_40_26
			mips_40_26_03
			mips_63_17_07
			mips_63_21
			mips_63_21_05
			mips_63_21_11
	at_At5g17540	mips_01_20_15	"putative protein"
			mips_01_20_99
			mips_11_05_03
	at_At5g18110 -	mips_03_01_99	"eukaryotic cap-binding protein (gb|AAC17220.1)"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_05_04
	at_At5g18190 -	mips_03_03_01_01	"casein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
	at_At5g18870 -	mips_01_03_01	"putative protein"
			mips_13_05
			mips_63_07
	at_At5g18890 -	mips_13_05	"putative protein"
			mips_63_07
	at_At5g19280 -	mips_06_07	"kinase associated protein phosphatase"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g19290 -	mips_01_06_04	"phospholipase - like protein"
			mips_02_25
	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_At5g19670	mips_01_20_13	"putative protein"
	at_At5g19750 -	mips_11_07_07	"unknown protein"
			mips_30_19
			mips_40_19
	at_At5g23690 -	mips_04_03	"unknown protein"
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_05
	at_At5g23710 -	mips_04_01	"unknown protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_30_01
			mips_40_10_99
	at_At5g23720 -	mips_01_04	"putative protein"
			mips_06_07_03
			mips_11_01_01
			mips_11_01_05
			mips_11_07
			mips_11_07_07
			mips_14_10
			mips_14_10_02
			mips_40_10_99
	at_At5g24440 -	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g24580 -	mips_67_50_25	"unknown protein"
	at_At5g26000	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_At5g27190 -	mips_29	"putative protein"
			mips_29_02
	at_At5g27380	mips_01_01	"glutathione synthetase gsh2"
			mips_01_07
			mips_01_07_01
			mips_01_20_37
			mips_01_20_37_01
			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_At5g27600 -	mips_01_06_01	"long-chain-fatty-acid--CoA ligase-like protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
			mips_63_19_01
			mips_63_19_99
	at_At5g34860 -	mips_29	"putative protein"
			mips_29_02
	at_At5g35600 -	mips_03_01_09	"histone deacetylase"
			mips_03_01_09_05
			mips_04_05_01_04_03
			mips_06_07_04
			mips_14_10
			mips_14_10_02
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g37060 -	mips_67_04_01	"putative transporter protein"
			mips_67_04_01_02
	at_At5g37510	mips_01_05_01_01	"putative NADH dehydrogenase (ubiquinone) 76K chain precursor protein"
			mips_01_05_01_01_05
			mips_01_20_09
			mips_02_11_99
			mips_02_13
			mips_02_13_01
			mips_63_21
			mips_63_21_07
	at_At5g38040	mips_01_20_17	"glucosyltransferase-like protein"
			mips_01_20_17_07
	at_At5g39050	mips_01_20_15	"Anthocyanin acyltransferase - like protein"
	at_At5g39990 -	mips_01_05_01_01_01	"putative protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_40_01
	at_At5g41040	mips_01_20_15	"N-hydroxycinnamoyl/benzoyltransferase-like protein"
			mips_01_20_99
			mips_11_05_03
	at_At5g41370 -	mips_03_01_05	"putative DNA repair protein and transcription factor (XPB1)"
			mips_03_01_05_01
			mips_04_05_01_01
	Training Accuracy: 147/415 (35.42%)
	Training Frequency class 'mips_01_20': 604/5760 (10.49%)

	Evaluation on validation data (2885 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_At1g01390	mips_01_20_17_07	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g01560 -	mips_10_01_05_01	"hypothetical protein"
			mips_10_01_05_01_03
			mips_13_05
			mips_20_25_16_07
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_21
			mips_47_03_21_02
			mips_47_03_21_03
			mips_47_03_21_03_01
			mips_47_03_21_03_05
	at_At1g04920 -	mips_01_05_01_03	"sucrose-phosphate synthase, putative"
			mips_01_05_99
			mips_02_11
			mips_02_19
			mips_30_34
	at_At1g05370 -	mips_01_06_13	"hypothetical protein"
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At1g05530	mips_01_20_17_07	"hypothetical protein"
	at_At1g06220 -	mips_04_05_05	"elongation factor, putative"
			mips_05
			mips_05_04
			mips_05_04_02
			mips_40_10_99
			mips_63_03_03
	at_At1g57870 -	mips_01	"protein kinase, putative"
			mips_01_05
			mips_03
			mips_03_03
			mips_06
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25_03
			mips_25_05
			mips_30
			mips_30_04
			mips_63_19
	at_At1g59580 -	mips_10_01_05_01	"putative mitogen-activated protein kinase MMK2"
			mips_10_01_05_01_03
			mips_13_05
			mips_20_25_16
	at_At1g60250 -	mips_11_01	""
	at_At1g60260	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
			mips_40_02
	at_At1g62580 -	mips_01_02	"similar to flavin-containing monooxygenase form 2 (sp|Q28505); similar to ESTs gb|T88100, gb|R30018, and gb|T23015"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g64060 -	mips_11_07_07	"cytochrome b245 beta chain homolog RbohAp108"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At1g64920	mips_01_20_17_07	"hypothetical protein"
	at_At1g64940	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	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_At1g67830	mips_01_06	"ENOD8-like protein"
			mips_01_06_04
			mips_01_20
			mips_01_20_13
	at_At1g69820 -	mips_01_01_04	"putative gamma-glutamyltransferase (light chain II)"
			mips_01_01_07
			mips_01_07_01
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_11_99
			mips_20_25_16
	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_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_At1g71770 -	mips_01_03_16	"polyadenylate-binding protein 5"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g72520 -	mips_01_06_10	"putative lipoxygenase"
			mips_25_05_09
			mips_47_03_13
	at_At1g72650 -	mips_03_01_11	"unknown protein"
			mips_03_03_01_01
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_48
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At1g72750 -	mips_30_16	"inner mitochondrial membrane protein"
	at_At1g73360 -	mips_14_10	""
			mips_14_10_02
			mips_25_05_10
	at_At1g73490 -	mips_01_03_16	""
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g73880	mips_01_06	"putative glucosyltransferase"
			mips_01_06_04
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	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_At1g74380 -	mips_14_04_03	"putative alpha galactosyltransferase"
			mips_14_04_03_01
			mips_30_01
			mips_40_07
	at_At2g03620 -	mips_04_05_05_01	"putative protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
	at_At2g04820 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g04950 -	mips_29_02	"putative transposase of transposon FARE2.9 (cds1)"
	at_At2g12160 -	mips_29_02	"pseudogene"
	at_At2g14100	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
	at_At2g14200	mips_01_07	"F15N24.6"
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At2g15650 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g20610	mips_01_01	"putative tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_17
			mips_01_20_50
			mips_11_07
			mips_11_07_03
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_63_11
	at_At2g21260 -	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	at_At2g24820	mips_01_02	"putative Rieske iron-sulfur protein"
			mips_01_02_01
			mips_01_20_17_03
			mips_02_13
			mips_02_13_01
	at_At2g25630	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
	at_At2g26200 -	mips_01_07_01	"unknown protein"
	at_At2g26480	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g28090 -	mips_63_19	"hypothetical protein"
			mips_67
			mips_67_50
			mips_67_50_25
	at_At2g28560 -	mips_03_01_05_01	"putative RAD51B-like DNA repair protein"
			mips_03_01_05_03
			mips_03_03_02
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10_03
	at_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_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_At1g07160 -	mips_10_01_05	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g07180 -	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_67_15
	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_At1g07430 -	mips_10_01_05	"protein phosphatase 2C, putative"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_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_At1g08750 -	mips_01_06_07	"putative GPI-anchor transamidase (U32517)"
			mips_06_13_04
			mips_40_25
			mips_65
	at_At1g09170 -	mips_08_99	"putative kinesin"
	at_At1g09840 -	mips_14_01_03	"shaggy-like protien kinase, kappa"
	at_At1g10210 -	mips_10_01_05	"putative mitogen-activated protein kinase, MAP Kinase 1"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At1g10520 -	mips_03_01_03	"putative DNA polymerase Beta"
			mips_03_01_05
			mips_03_01_05_01_01
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03_01_03
			mips_03_03_02
			mips_03_99
			mips_11_01_09
	at_At1g10600 -	mips_04_05_05_01	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_01
	at_At2g29070 -	mips_06_13_01	"putative ubiquitin fusion-degradation protein"
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g29080 -	mips_02_13	"AAA-type like ATPase"
			mips_06_13_99
	at_At2g29740	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g30980 -	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g31000 -	mips_20_20	"hypothetical protein"
			mips_20_20_18
	at_At2g32390 -	mips_10_05_02	"ionotropic glutamate receptor ortholog GLR6 (GLR6)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At2g36780	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g36950 -	mips_20_25	"putative farnesylated protein"
			mips_20_25_16
	at_At2g41700 -	mips_08	"ATP-binding cassette transporter ABCA1"
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At2g42830 -	mips_04_05_01	"MADS box transcription factor (AGL5)"
			mips_04_05_01_04
			mips_25_03
	at_At2g44270 -	mips_01_03_01	"hypothetical protein"
			mips_04_03
			mips_04_03_03
			mips_04_03_06
	at_At2g44550 -	mips_01_05_01_01	"putative glucanase"
	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_At2g45530 -	mips_04_99	"unknown protein"
			mips_14_04_03
			mips_14_04_03_03
	at_At2g46070 -	mips_01_04	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_11
			mips_11_01
			mips_11_01_03
			mips_13
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_63_19
	at_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_At3g06670 -	mips_01_05_04	"unknown protein"
	at_At3g11340	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At3g12380 -	mips_13_05	"actin like protein"
			mips_30_04_03
			mips_63_06
	at_At3g13180 -	mips_04_01	"putative sun (fmu) protein"
			mips_04_01_04
			mips_40_10_07
	at_At3g15460 -	mips_04_01	"unknown protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_10_01_05_05
			mips_10_01_05_05_03
	at_At3g16190	mips_01_01_01_03	"hydrolase like protein"
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_36
			mips_01_20_37
			mips_01_20_37_99
			mips_05_99
	at_At3g16950 -	mips_20_07	"dihydrolipoamide dehydrogenase lpd1"
			mips_20_07_05
			mips_20_07_07
			mips_20_25_16_01
			mips_20_25_16_01_03
			mips_20_25_16_01_05
			mips_30_03
			mips_30_16
			mips_35_03_03
			mips_62_01_99
			mips_62_02_99
			mips_63_02
			mips_63_21
			mips_63_21_05
	at_At3g19010	mips_01_20_17_07	"oxidase like protein"
	at_At3g20540 -	mips_40_37	"DNA polymerase, putative"
	at_At3g21640 -	mips_06_01	"FKBP-type peptidyl-prolyl cis-trans isomerases, putative"
	at_At3g26040	mips_01_20_15	"hypothetical protein"
	at_At3g27730 -	mips_04_05_05	"hypothetical protein"
	at_At3g29510 -	mips_29_01	"hypothetical protein"
			mips_29_99
	at_At3g29540 -	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_29
			mips_29_01
			mips_29_99
	at_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_At3g44310 -	mips_01_02	"nitrilase 1"
			mips_20
			mips_20_20
			mips_20_20_18
	at_At1g14260	mips_01_03	"hypothetical protein, 5' partial"
			mips_01_04
			mips_01_04_99
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20
			mips_11_01
			mips_13_07
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_02
			mips_40_08
			mips_40_25
			mips_63_17
			mips_63_17_01
			mips_63_17_07
			mips_63_17_11
			mips_63_19_99
	at_At1g15550	mips_01_20_13	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g45520 -	mips_29_01	"copia-like polyprotein"
			mips_29_99
	at_At3g45550 -	mips_03_01_05_01	"putative protein"
			mips_29_01
			mips_29_99
	at_At3g45880 -	mips_01_06_04	"phospholipase - 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_At3g47170	mips_01_20_15	"hypersensitivity-related protein-like protein"
			mips_11_05_03
	at_At3g48270 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48320 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48740 -	mips_14	"MTN3-like protein"
			mips_14_20
	at_At3g50300	mips_01_20_15	"anthranilate N-hydroxycinnamoyl/benzoyltransferase - like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At3g51270 -	mips_25_05_09	"putative protein"
			mips_37
			mips_37_03
			mips_37_03_15
	at_At3g52750 -	mips_03_03_03	"plastid division protein FtsZ-like"
			mips_03_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_26
			mips_30_26_03
			mips_40_26
			mips_40_26_03
			mips_63_19_05
	at_At3g53150	mips_01_20_17_07	"glucosyltransferase - like protein"
	at_At3g53230 -	mips_02_11_05	"CDC48 - like protein"
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
			mips_08_07_25
			mips_25_05_25
			mips_30_07
			mips_30_08
			mips_40_08
			mips_40_09
	at_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_At3g54610 -	mips_03_01	"histone acetyltransferase (HAT1)"
			mips_03_01_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_04_05_01_04_01
			mips_04_99
			mips_06_07_04
			mips_13_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_47_03_15
			mips_47_03_15_01
	at_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_At3g57470 -	mips_06_07_11	"protease like protein"
			mips_06_13
			mips_14_04_03
			mips_14_04_03_03
			mips_25_05_23
			mips_40_16
			mips_40_19
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_07
			mips_63_17_09
	at_At3g59950 -	mips_06_13	"putative protein"
			mips_06_13_04
			mips_08_22
	at_At3g60880 -	mips_01_01_01_07	"dihydrodipicolinate synthase precursor"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_02_05
	at_At4g00590	mips_01_01_10	"putative glycosylasparaginase"
			mips_01_01_10_03
			mips_01_20_01
			mips_01_20_01_07
			mips_40_25
	at_At4g01190 -	mips_01_04	"putative phosphatidylinositol kinase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_03
			mips_06_07
			mips_06_07_03
			mips_10_01_09
			mips_10_01_09_11
			mips_10_05
	at_At4g01730 -	mips_06_07_01	"hypothetical protein"
			mips_08_19
			mips_48
	at_At4g01810 -	mips_06_04	"putative protein transport factor"
			mips_40_07
			mips_40_09
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At4g04060 -	mips_03_01	"putative transposon protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
	at_At4g04410 -	mips_29	"putative polyprotein"
			mips_29_01
	at_At4g10380 -	mips_33_03_13	"major intrinsic protein (MIP) - like"
			mips_35_03_17
			mips_67_99
	at_At4g10460 -	mips_29	"putative retrotransposon"
			mips_29_02
	at_At4g11330 -	mips_10_01_05_01	"MAP kinase (ATMPK5)"
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_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_At4g11610	mips_01_01	"putative phosphoribosylanthranilate transferase"
			mips_01_01_01
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_20_35
			mips_01_20_35_01
	at_At4g13600 -	mips_01_04	"putative protein"
			mips_01_04_01
			mips_30_01
	at_At4g15260	mips_01_20_17_07	"glucosyltransferase"
	at_At4g15380 -	mips_01	"cytochrome P450 like protein"
			mips_02
			mips_01_06
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_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_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_At4g18040 -	mips_03_01_99	"translation initiation factor eIF4E"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At4g19520 -	mips_11_05_01	"resistance protein RPP5 - like"
	at_At4g21330 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	at_At4g21690	mips_01_20_13	"gibberellin 3 beta-hydroxylase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g21750 -	mips_25_03	"L1 specific homeobox gene ATML1/ovule-specific homeobox protein A20"
	at_At4g22820 -	mips_04_05_01_01	"predicted protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
	at_At4g23650 -	mips_10_01_01	"calcium-dependent protein kinase (CDPK6)"
	at_At4g24510	mips_01_06_01	"CER2"
			mips_01_20_15
	at_At4g25300	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At4g27800 -	mips_01_04	"protein phosphatase homolog (PPH1)"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_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_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_At4g29250	mips_01_20_15	"hypothetical protein"
			mips_01_20_99
			mips_11_05_03
	at_At4g29810 -	mips_01_02	"MAP kinase kinase 2"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At4g34150 -	mips_08	"unknown protein"
			mips_08_16
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_09
	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_At4g35500 -	mips_01_04	"protein kinase - like protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g35640 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_01_06_01
			mips_01_06_01_03
			mips_11_05_01
			mips_11_07
			mips_11_07_03
			mips_30_01
			mips_30_34
			mips_30_34_07
	at_At4g36290 -	mips_25_05_25	"unknown protein"
	at_At4g37590 -	mips_13_11_01	"unknown protein"
			mips_13_11_01_05
	at_At4g38420	mips_01_20_17_01	"pectinesterase like protein"
			mips_11_07_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_At5g05880	mips_01_20_17	"glucuronosyl transferase-like protein"
			mips_01_20_17_07
			mips_11_07
	at_At5g07470 -	mips_01_01_01	"peptide methionine sulfoxide reductase (msr)"
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_03_01_05
			mips_06_07_99
			mips_11_01_01
			mips_11_07_07
	at_At5g07710 -	mips_03_01_03_01	"exonuclease-like protein"
			mips_03_01_03_05
			mips_40_37
	at_At5g11320	mips_02	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_99
	at_At5g11480 -	mips_05_04_01	"putative GTP-binding protein"
			mips_10_01_05_05
	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_At5g13860 -	mips_02	"putative protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_06_07
			mips_06_13
			mips_06_13_04
			mips_08
			mips_08_13
	at_At5g14390 -	mips_14_04_03_01	"putative protein"
	at_At5g14860 -	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_05_01_03_04
	at_At5g15530 -	mips_01_06_01_05	"biotin carboxyl carrier protein isoform 2 (BCCP2)"
			mips_02_01
			mips_02_08
			mips_63_21
			mips_63_21_15
	at_At5g16570 -	mips_01_01_01_01	"glutamine synthetase"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_02
			mips_01_02_01
			mips_13_03
			mips_13_03_01
	at_At5g16620 -	mips_06_13_01	"translocon Tic40-like protein"
			mips_06_13_01_01
			mips_40_08
	at_At5g17030	mips_01_20_17_07	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
	at_At5g18120 -	mips_02	"putative protein"
			mips_01_06
			mips_01_06_13
			mips_02_11
			mips_06_01
			mips_06_04
			mips_06_07
			mips_40_07
	at_At5g18860 -	mips_13_05	"putative protein"
			mips_63_07
	at_At5g18960 -	mips_29_02	"FAR1 - like protein"
	at_At5g19450 -	mips_10_01	"calcium-dependent protein kinase"
			mips_10_01_01
	at_At5g19740	mips_01_20_05	"peptidase-like protein"
			mips_01_20_05_99
			mips_05_01
			mips_05_01_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_01
			mips_40_22
			mips_47_03_15
			mips_47_03_15_09
	at_At5g19920 -	mips_04_05_05	"TipD - like WD repeat protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_01_99
			mips_06_10
			mips_10_01_05
			mips_10_01_05_05
			mips_40_10_99
			mips_63_03_03
	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_At5g25820	mips_01_20	"putative protein"
			mips_01_20_13
	at_At5g25980	mips_01_20_01	"myrosinase TGG2"
			mips_01_20_01_07
	at_At5g26210 -	mips_47_03_15	"nucleic acid binding protein - like"
			mips_47_03_15_07
			mips_63_03_01
	at_At5g26570 -	mips_01_05_01_01_01	"putative protein"
			mips_02_01
			mips_13_05
			mips_20_25_07
			mips_20_25_07_01
	at_At5g38010	mips_01_20	"glucosyltransferase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At5g38130	mips_01_20_15	"anthranilate N-benzoyltransferase -like protein"
			mips_01_20_35
			mips_01_20_35_01
	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_At5g39090	mips_01_20_15	"acyltransferase -like protein"
	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_At1g20630 -	mips_11_07_03	"putative protein"
			mips_11_07_07
			mips_40_19
			mips_43
			mips_43_03
			mips_43_03_07
	at_At1g20850 -	mips_02_99	"putative cysteine proteinase"
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At1g21430	mips_01_02	"flavin-containing monooxygenases, putative"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g22340	mips_01_20_17_07	"hypothetical protein"
	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_At1g24430	mips_01_20	"similar to acetyl-CoA:benzylalcoholo acetyltransferase"
			mips_01_20_15
	at_At5g43210 -	mips_03_01_05	"putative protein"
			mips_03_01_05_01
	at_At5g43810 -	mips_05_04	"PINHEAD (gb|AAD40098.1); translation initiation factor"
			mips_05_04_01
			mips_05_07
			mips_25_03
			mips_63_03_03
	at_At5g43890	mips_01	"dimethylaniline monooxygenase-like"
			mips_02
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_98
	at_At5g45020	mips_01_20_35	"putative protein"
			mips_01_20_35_01
			mips_11_05_03
			mips_30_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g46190 -	mips_06_13	"unknown protein"
	at_At5g49420 -	mips_25_05_09	"MADS-box protein-like"
			mips_25_05_13
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
	at_At5g49690	mips_01_20	"anthocyanidin-3-glucoside rhamnosyltransferase-like"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g50180 -	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At5g52170 -	mips_25_03	"homeodomain transcription factor-like"
	at_At5g53580 -	mips_01_05_07	"aldo/keto reductase-like protein"
			mips_01_06_04
			mips_02_01
			mips_02_16
			mips_20_03
			mips_67_07
	at_At5g53770 -	mips_03_03_04	"unknown protein"
			mips_03_03_04_03
	at_At5g57590 -	mips_01_01_01_01	"adenosylmethionine-8-amino-7-oxononanoate aminotransferase-like protein"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_13_03_01
	at_At5g57625 -	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	at_At5g57690 -	mips_63_17_01	"diacylglycerol kinase-like protein"
	at_At5g59450 -	mips_25_03	"putative SCARECROW transcriptional regulatory protein (F2O15.13)"
	at_At5g59530	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase - like protein"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g61840	mips_01_20	"unknown protein"
			mips_01_20_13
	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
	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_At5g66160 -	mips_06_13_04	"ReMembR-H2 protein JR700 (gb|AAF32325.1)"
			mips_08_13
			mips_40_25
	at_At5g67460 -	mips_01_04_01	"putative protein"
	at_At1g28580	mips_01_06_04	"lipase, putative"
			mips_01_20_13
	at_At1g28660	mips_01_06_04	"unknown protein"
			mips_01_20_13
	at_At1g28680	mips_01_20	"anthranilate N-hydroxycinnamoyl/benzoyltransferase, putative"
			mips_01_20_15
			mips_06_07
			mips_11_05
			mips_11_05_03
	at_At1g28960 -	mips_01_03_01	"unknown protein"
			mips_01_03_10
			mips_01_03_99
			mips_01_07_99
	at_At1g32820 -	mips_29_02	"putative transposase of FARE2.4 (cds1)"
	at_At1g32910	mips_01_20_15	"hypothetical protein"
			mips_01_20_99
	at_At1g35470 -	mips_13	"unknown protein"
			mips_13_11
			mips_14_04
			mips_25_05
			mips_30
			mips_30_10_03
			mips_40_04
			mips_63_01
	at_At1g47370 -	mips_11_05	"disease resistance protein, putative"
			mips_11_05_01
			mips_11_05_03
	at_At1g47600	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	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_At1g49640 -	mips_01_06_04	"hypothetical protein"
	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_At1g51760 -	mips_01_01_10_05	"putative protein"
			mips_63_17_11
	at_At1g54360 -	mips_03_01_09	"TATA binding protein-associated factor - like"
			mips_03_01_09_05
			mips_04_05_01_01
			mips_40_10_99
	Validation Accuracy: 69/221 (31.22%)
	Validation Frequency class 'mips_01_20': 255/2885 (8.84%)

	Evaluation on propertest data (4430 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_At1g01220 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_11_07
			mips_63_13
			mips_63_13_01
			mips_63_19_03
	at_At1g02270 -	mips_01_01_04	"putative protein"
			mips_01_05_04
			mips_02_16
			mips_04_05_99
	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_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_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_At1g03470 -	mips_03_03_01	"hypothetical protein"
			mips_03_99
	at_At1g03480 -	mips_01_07	"coproporphyrinogen III oxidase (LIN2)"
			mips_01_07_01
	at_At1g03940	mips_01_20	"hypothetical protein"
			mips_01_20_15
			mips_01_20_99
			mips_06_07
			mips_11_05
			mips_11_05_03
	at_At1g32220 -	mips_01_05_01_01_01	"unknown protein"
			mips_02_01
	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_At1g35370 -	mips_03_01_05_03	"hypothetical protein"
			mips_29_01
	at_At1g36090 -	mips_29_02	"hypothetical protein"
	at_At1g43940 -	mips_29	"hypothetical protein"
			mips_29_01
			mips_29_99
	at_At1g48920 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_05
			mips_04_99
			mips_05
			mips_05_07
			mips_05_99
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	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_At1g50520 -	mips_02_11	"cytochrome P450, putative"
	at_At1g50700 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
	at_At1g51390 -	mips_01	"unknown protein"
			mips_01_02
			mips_01_02_01
			mips_06
			mips_06_99
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_98
	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_At1g52510 -	mips_01_02	"unknown protein (At1g52510)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
	at_At1g52520 -	mips_29_02	"F6D8.26"
	at_At1g52750 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	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_At1g52930 -	mips_04_01	"unknown protein"
			mips_04_01_04
	at_At1g53100 -	mips_01_05_01_01_01	"unknown protein"
	at_At1g55020 -	mips_01_06_10	"putative protein"
			mips_25_05_09
	at_At1g55090 -	mips_01_02	"hypothetical protein"
			mips_01_02_01
			mips_01_07_01
			mips_11_01_03
			mips_11_01_05
			mips_11_01_11
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g55180 -	mips_01_06_04	"phospholipase D alpha, putative"
			mips_03_03_02
			mips_10_01_09
			mips_14_04_03
			mips_14_04_03_05
	at_At1g55290	mips_01_01_99	"leucoanthocyanidin dioxygenase 2, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	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_At1g55560	mips_01_20_17_01	""
			mips_11_07_03
			mips_11_07_99
	at_At1g55840 -	mips_01_06_13	"polyphosphoinositide binding protein, putative"
			mips_63_09
			mips_63_21
			mips_63_21_99
	at_At1g55850 -	mips_01_05_01_03_02	"putative cellulose synthase catalytic subunit (At1g55850)"
	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_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_At1g61850 -	mips_01_06_99	"hypothetical protein"
			mips_65
	at_At1g61950 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g62020 -	mips_40_07	"hypothetical protein"
			mips_40_09
	at_At1g62400 -	mips_04_09	"hypothetical protein"
			mips_40_04_03
	at_At1g62640 -	mips_01_06_01_05	"3-ketoacyl-acyl carrier protein synthase III (KAS III)"
			mips_01_06_01_07
			mips_01_06_01_07_11
	at_At1g63880 -	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g65300 -	mips_25_03	""
	at_At1g65450	mips_01_20	"unknown protein"
			mips_01_20_15
			mips_01_20_99
			mips_06_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g65640 -	mips_06_07_11	"serine protease DO, putative"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g66270	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66730 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_03_03
			mips_06_10
			mips_11
			mips_11_01
			mips_11_01_09
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03
			mips_63_19
	at_At1g67340 -	mips_01_06_10	"unknown protein"
			mips_02_99
			mips_03_03_01_01
			mips_03_03_01_01_01
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_20_25
			mips_20_25_07
			mips_20_25_07_03
			mips_20_25_16
			mips_30_03
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_99
	at_At1g67630 -	mips_03_01	"putative DNA polymerase alpha subunit"
			mips_03_01_03
			mips_03_01_05
			mips_40_10_99
	at_At1g68470	mips_01_20_13	"hypothetical protein"
	at_At1g68540	mips_01_05_01_01	"putative reductase"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g69340 -	mips_03_01_09	"unknown protein (At1g69340)"
			mips_03_01_09_05
			mips_03_01_99
			mips_10_01_05
			mips_10_01_05_05
			mips_30_10
			mips_30_10_03
			mips_35_03_17
			mips_40_10_03
	at_At1g69790 -	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At1g71410 -	mips_03_03_01_01	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
	at_At1g72770 -	mips_01_04	"protein phosphatase 2C (AtP2C-HA)"
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g74390 -	mips_03_01	"putative exonuclease"
			mips_03_01_03
			mips_03_01_03_01
			mips_03_01_03_05
			mips_03_01_05
			mips_40_37
	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_At1g05230 -	mips_13_11	"homeobox like protein"
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_25_05_10
	at_At1g05460 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_04_07
			mips_63_03_01
			mips_63_03_03
	at_At1g05560	mips_01_20_17	"UDP-Glucose Transferase (UGT75B2)"
			mips_01_20_17_07
	at_At1g05580 -	mips_67_04_01	"unknown protein"
			mips_67_04_01_02
	at_At1g06000	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At1g06210 -	mips_08_07_07	"unknown protein"
			mips_30_08
			mips_30_25
			mips_40_22
			mips_40_25
	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_At1g07240	mips_01_20_17_07	"unknown protein"
	at_At1g76320 -	mips_29	"putative phytochrome A signaling protein"
			mips_29_02
	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_At1g78060 -	mips_01_05_01_03_02	"putative protein"
			mips_40_01
	at_At1g78550	mips_01_01_99	"Hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g78570 -	mips_01_03	"Similar to dTDP-D-glucose 4,6-dehydratase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_05_99
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At1g78990	mips_01_20_15	""
			mips_01_20_99
			mips_11_05_03
	at_At1g80320	mips_01_20_17	"oxidoreductase like protein"
			mips_01_20_17_07
			mips_10
	at_At2g01420 -	mips_20_20	"auxin transporter splice variant b (PIN4)"
			mips_20_20_18
			mips_67_99
	at_At2g02060 -	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At2g04310 -	mips_29	"Mutator-like transposase"
			mips_29_02
	at_At2g05790 -	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At2g05960 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g06190 -	mips_03_01_05_03	"putative Ty3-gypsy-like retroelement pol polyprotein"
	at_At2g07320 -	mips_29_99	"Mutator-like transposase"
	at_At2g13340 -	mips_03_01	"F14O4.9"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_05
			mips_29_01
			mips_63_17_09
	at_At2g13940 -	mips_29	"putative retroelement pol polyprotein"
			mips_29_01
			mips_29_99
	at_At2g14030 -	mips_29_02	"Mutator-like transposase"
	at_At2g15210 -	mips_29	"putaive transposase of transposon FARE2.7 (cds1)"
			mips_29_02
	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_At2g17650	mips_01_06_01_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_35_01
			mips_02_25
	at_At2g18030 -	mips_01_01_01_07	"putative peptide methionine sulfoxide reductase"
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_06_07_99
			mips_11_01_01
			mips_11_07_07
	at_At2g18170 -	mips_01_04	"MAP kinase (ATMPK7)"
			mips_03_01_01
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_25_05_15
			mips_33
			mips_33_03
			mips_33_03_17
			mips_35
			mips_35_03
			mips_35_03_12
	at_At2g18570	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g18730 -	mips_10	"putative diacylglycerol kinase"
			mips_10_01_01
			mips_40_10
			mips_63_17_01
	at_At2g18820 -	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29
			mips_29_01
			mips_29_99
			mips_63
			mips_63_03
	at_At2g19120 -	mips_04_03	"putative DNA2-NAM7 helicase family protein"
			mips_04_03_03
			mips_04_03_99
			mips_04_07
	at_At2g19480 -	mips_03_01_99	"putative nucleosome assembly protein"
			mips_30_10
			mips_30_10_03
	at_At2g21030 -	mips_03_99	"hypothetical protein"
	at_At2g21170 -	mips_01_03	"putative triosephosphate isomerase"
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_02_01
			mips_02_01_01
			mips_30_03
	at_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_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_At2g25940 -	mips_01_06_07	"putative vacuolar processing enzyme"
			mips_06_13_04
			mips_40_25
			mips_65
	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_At2g29400 -	mips_01_04	"phosphoprotein phosphatase, type 1 catalytic subunit"
	at_At2g29630 -	mips_01_07_01	"putative thiamin biosynthesis protein"
	at_At2g29710	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g29730	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g30140	mips_01_20_17	"putative glucosyltransferase"
			mips_01_20_17_07
	at_At2g30830	mips_01_01_99	"putative dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35_01
	at_At1g09020 -	mips_01_05_04	"putative activator subunit of SNF1-related protein kinase SNF4"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_06_07_03
			mips_25_05_25
	at_At1g09400 -	mips_02	"putative 12-oxophytodienoate reductase OPR1"
			mips_02_11
			mips_02_99
			mips_14
			mips_14_04
			mips_25
			mips_40_03
			mips_63
			mips_63_21
			mips_63_21_05
			mips_63_21_07
			mips_67
			mips_67_15
	at_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_At1g10240 -	mips_29_02	"putative protein"
	at_At1g10490 -	mips_10_01_99	"unknown protein"
	at_At2g31220 -	mips_01_06	"putative transcription factor BHLH10"
			mips_14_10
			mips_14_10_02
			mips_40_07
			mips_40_10_05
	at_At2g32940 -	mips_05_04_01	"Argonaute (AGO1)-like protein"
			mips_05_07
			mips_63_03_03
	at_At2g33590	mips_01_05_01_03_01	"putative cinnamoyl-CoA reductase"
			mips_01_05_01_03_02
			mips_01_20_35_01
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At2g33700 -	mips_10_01_05	"putative protein phosphatase 2C"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g36390 -	mips_01_05_01_03	"starch branching enzyme class II (sbe2-1)"
			mips_01_05_01_03_02
			mips_02_19
	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_At2g36790	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g36970	mips_01_20_17_07	"putative glucosyltransferase"
	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_At2g38400	mips_01_01	"putative beta-alanine-pyruvate aminotransferase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_07
			mips_01_07_01
			mips_01_20_17
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At2g40230	mips_01_20_15	"putative anthranilate N-hydroxycinnamoyl/benzoyltransferase"
			mips_01_20_99
	at_At2g40860 -	mips_01_04	"putative protein phosphatase 2C"
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g41210 -	mips_01_06_01	"putative phosphatidylinositol-4-phosphate 5-kinase"
			mips_06_07_03
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_99
			mips_14_04_03_01
	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_At2g43100 -	mips_01_01_01_15	"3-isopropylmalate dehydratase, small subunit"
			mips_01_01_01_15_03
			mips_02_10
	at_At2g43790 -	mips_10_01_05	"MAP kinase (ATMPK6)"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20_05
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At2g44140 -	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_08
			mips_08_22
	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_At2g46990 -	mips_04_05	"IAA20"
			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_At2g47580 -	mips_05_07	"small nuclear ribonucleoprotein U1A"
			mips_05_99
	at_At2g47650 -	mips_01_03	"putative nucleotide-sugar dehydratase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_99
			mips_02_01
			mips_40_16
	at_At3g06730 -	mips_01_03_04	"thioredoxin, putative"
			mips_06_01
			mips_06_07_99
			mips_11_07_03
	at_At3g07040 -	mips_11_05_01	"disease resistance gene (RPM1)"
			mips_11_05_03
	at_At3g07620	mips_01	"hypothetical protein"
			mips_01_20
			mips_01_20_13
			mips_99
	at_At3g07770 -	mips_11_01_05	"putative heat-shock protein"
			mips_40_04_05
	at_At3g08950 -	mips_02_11	"putative SCO1 protein"
			mips_02_13
			mips_02_13_05
			mips_06_10
			mips_08_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_12_02
			mips_45_03_12_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_17
			mips_63_17_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At3g10390	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
	at_At3g10730 -	mips_40_04_05	"hypothetical protein"
			mips_47_03_15
			mips_47_03_15_07
	at_At3g11180	mips_01_01_99	"putative leucoanthocyanidin dioxygenase"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g11970 -	mips_03_01_05	"hypothetical protein"
			mips_03_01_05_03
			mips_29_01
	at_At3g13380 -	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g13840 -	mips_25_03	"hypothetical protein"
	at_At3g15980 -	mips_40_08	"putative coatomer complex subunit"
	at_At3g17770 -	mips_01_05_01	"dihydroxyacetone kinase, putative"
			mips_06_07
			mips_06_07_03
			mips_11_01
	at_At3g18070	mips_01_05_01_01_02	"beta-glucosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g19390 -	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_40_25
	at_At3g19420 -	mips_06	"putative tyrosine phosphatase"
			mips_10
			mips_10_01_01
			mips_14_10
			mips_14_10_02
			mips_25_05_10
			mips_63_01
	at_At3g19750 -	mips_14_01	"hypothetical protein"
			mips_30_04
			mips_40_04
			mips_63_07
	at_At1g10950 -	mips_40_22	"putative endomembrane protein EMP70 precusor isolog (At1g10950)"
			mips_67_01
	at_At1g12050 -	mips_01_01_01_11	"fumarylacetoacetate hydrolase-like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_05
			mips_01_05_01_05_01
	at_At1g12760 -	mips_30_19	"hypothetical protein"
			mips_40_19
	at_At1g12990	mips_01_05_01_03_04	"putative beta-1,4-N-acetylglucosaminyltransferase"
			mips_01_20_01
			mips_01_20_01_99
			mips_01_20_37
			mips_01_20_37_99
	at_At3g20520 -	mips_01_06_01	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_04
			mips_11_01_11
			mips_11_07
			mips_11_07_99
			mips_40_27
			mips_40_27_99
	at_At3g20650 -	mips_04_05_05	"unknown protein"
			mips_04_05_05_03
	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_At3g21300 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_04_03
			mips_04_03_03
			mips_06_07
			mips_63_03
	at_At3g21500 -	mips_01_05	"1-D-deoxyxylulose 5-phosphate synthase, putative"
			mips_01_06_01_07
			mips_02_07
			mips_02_19
			mips_02_30
			mips_25_05
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At3g21800	mips_01_05_01	"putative UDP-glucose glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At3g22420 -	mips_03_03_01_02	"putative protein kinase"
			mips_03_03_01_03
	at_At3g22840 -	mips_02_30	"early light-induced protein"
	at_At3g24040 -	mips_05_01	"hypothetical protein"
			mips_05_01_01
	at_At3g25480 -	mips_03_01_03	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_29_01
	at_At3g26190 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26310 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g27560 -	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g29590	mips_01_20_15	"Anthocyanin 5-aromatic acyltransferase, putative"
	at_At3g30290 -	mips_02	"cytochrome P450, putative"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g30380 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_01
	at_At3g31480 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
	at_At3g31970 -	mips_03_01_05_03	"hypothetical protein"
	at_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_At3g45340 -	mips_29_02	"putative protein"
	at_At3g45640 -	mips_10_01_05	"mitogen-activated protein kinase 3"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At3g45790 -	mips_04_09	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At3g45810 -	mips_02	"respiratory burst oxidase - like protein"
			mips_02_11
			mips_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63
			mips_63_17_01
			mips_98
	at_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_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_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_At3g47290 -	mips_01_06_04	"1-phosphatidylinositol-4,5-bisphosphate phosphodiesterase"
			mips_10_01_05
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_99
			mips_63_09
			mips_63_17
			mips_63_17_01
	at_At3g47450 -	mips_08_16	"putative protein"
	at_At3g48280	mips_01_20	"Cytochrome P450 - like protein"
	at_At3g48290 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48690 -	mips_01_06_04	"putative protein"
			mips_01_06_07
			mips_11_10
			mips_11_10_09
	at_At3g48720	mips_01_20_15	"putative protein"
			mips_01_20_99
			mips_11_05
			mips_11_05_03
	at_At3g48830 -	mips_04_03	"putative protein"
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_05
	at_At3g49390 -	mips_01_03_16	"RNA-binding - like protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25_16
			mips_20_25_16_09
	at_At3g50290	mips_01_20_15	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At3g51240	mips_01_20_17	"flavanone 3-hydroxylase (FH3)"
			mips_01_20_17_07
	at_At3g51430	mips_01_20	"mucin -like protein"
			mips_40_01
	at_At3g53160	mips_01_20_17_07	"glucosyltransferase - like protein"
	at_At3g53300 -	mips_02_11	"CYTOCHROME P450-like protein"
			mips_11_07
			mips_11_07_01
	at_At3g53520 -	mips_01_05_01_01	"UDP-glucuronic acid decarboxylase (UXS1)"
			mips_01_05_99
	at_At3g54350 -	mips_04_99	"putative protein"
			mips_40_10_07
			mips_40_10_99
	at_At3g54720	mips_01_20_05	"peptidase like protein"
			mips_01_20_05_99
			mips_08_19
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_01
			mips_47_03_15
			mips_47_03_15_09
	at_At3g55410 -	mips_01_05_01_01_01	"2-oxoglutarate dehydrogenase, E1 subunit - like protein"
			mips_02_10
	at_At3g55700	mips_01_20_17_07	"glucuronosyl transferase - like protein"
	at_At3g55850 -	mips_01_03_04	"unknown protein"
			mips_14_01_03
			mips_14_01_03_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_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_At3g57460 -	mips_14_04_03	"putative protein"
			mips_14_04_03_03
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
	at_At3g57890 -	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_04
			mips_30_04_05
	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_At3g60900	mips_01_20_01	"fasciclin-like arabinogalactan protein FLA10"
			mips_40_01
	at_At1g14000 -	mips_06_07_03	"putative protein kinase"
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_63_01
			mips_63_19
	at_At1g14170 -	mips_06_13	"unknown protein"
	at_At1g14510 -	mips_03_01_99	"unknown protein"
	at_At3g61160 -	mips_02	"shaggy-like kinase beta"
			mips_01_04
			mips_01_05
			mips_03
			mips_03_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_03
			mips_25_05
			mips_30
			mips_30_04
			mips_63_19
	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_At3g62720 -	mips_30_01	"alpha galactosyltransferase-like protein"
	at_At3g63260 -	mips_01_04	"ATMRK1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At4g01560 -	mips_04_01	"unknown protein"
			mips_04_01_04
			mips_04_05_05
	at_At4g02510 -	mips_06_07_03	"chloroplast protein import component Toc159-like"
			mips_08_02
			mips_11_05_03
			mips_30_26
			mips_30_26_03
			mips_40_26
			mips_40_26_03
			mips_63_19_05
			mips_67_99
	at_At4g03070	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g03650 -	mips_03_01_03	"putative reverse transcriptase"
			mips_03_01_05
			mips_03_01_05_03
			mips_29_01
	at_At4g03980 -	mips_29_02	"putative transposon protein"
	at_At4g04440 -	mips_29_01	"putative transposon protein"
			mips_29_02
			mips_29_99
	at_At4g04890 -	mips_25_05_10	"putative homeotic protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g05480 -	mips_25_03	"N7 -like protein"
	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_At4g08250 -	mips_25_03	"putative protein"
	at_At4g09500	mips_01	"putative protein"
			mips_01_05
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_99
	at_At4g10180 -	mips_10_01	"Deetiolated1 (DET1) light signal transduction protein"
			mips_10_01_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_01_03_99
	at_At4g10570 -	mips_06_07_05	"putative protein"
			mips_06_07_07
			mips_11_05_05
			mips_40_10
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At4g10590 -	mips_06_07_05	"unknown protein"
			mips_06_07_07
			mips_11_05_05
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At4g11230 -	mips_11_05_03	"respiratory burst oxidase homolog F - like protein"
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67_15
	at_At4g12300	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
			mips_11_07_01
	at_At4g12650 -	mips_08_07	"putative protein"
			mips_40_22
			mips_67_01
	at_At4g13610 -	mips_01_03_10	"DNA (cytosine-5-)-methyltransferase - like protein"
			mips_03_01_05_01
			mips_03_01_09
	at_At4g13770 -	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83A1)"
	at_At4g14070 -	mips_01_06_01	"A6 anther-specific protein (Z97335.16)"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g15360	mips_01_20_17	"cytochrome P450 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_At4g16250 -	mips_02_13	"phytochrome D"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_06_07_03
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_40_01
			mips_40_30
	at_At4g16700 -	mips_01_06_01_01	"decarboxylase like protein"
			mips_01_06_01_03
	at_At4g19210 -	mips_01_03	"RNase L inhibitor-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_02_11
			mips_04_05_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_67_15
			mips_67_50
			mips_67_50_25
	at_At4g19880	mips_01_20_35	"unknown protein"
			mips_01_20_35_01
			mips_11_05_03
			mips_30_01
	at_At4g21360 -	mips_29_01	"putative transposable element"
			mips_29_02
			mips_29_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_At4g22150 -	mips_02	"putative protein"
			mips_02_19
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_05
			mips_05_07
			mips_08
			mips_14_04_03
			mips_14_04_03_01
			mips_30_90
			mips_30_90_01
			mips_40_27
			mips_43
			mips_43_03
			mips_43_03_01
			mips_43_03_09
	at_At4g23120 -	mips_03_01	"putative protein"
			mips_03_01_09
			mips_03_01_09_01
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_05
			mips_06_07
			mips_06_07_04
			mips_40_10_99
			mips_63_03_01
	at_At4g24190 -	mips_02	"HSP90-like protein"
			mips_02_19
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_25
			mips_25_05
			mips_40_02
			mips_40_03
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63
			mips_63_02
			mips_63_07
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g24520	mips_02	"NADPH-ferrihemoprotein reductase ATR1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_40_07
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At4g25000 -	mips_01_05	"alpha-amylase like protein"
			mips_01_05_01_01
			mips_02_19
	at_At4g25130 -	mips_01_01_01	"protein-methionine-S-oxide reductase"
			mips_01_01_01_07
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_03_01_05
			mips_06_07_99
			mips_11_01_01
			mips_11_07_07
	at_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_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_At4g26690 -	mips_01_05	"unknown protein"
			mips_01_06
			mips_01_06_04
			mips_11
			mips_11_01
			mips_11_01_11
			mips_11_07
			mips_11_07_99
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_27
			mips_40_27_99
	at_At4g26910 -	mips_02_10	"putative dihydrolipoamide succinyltransferase"
			mips_02_16
			mips_02_16_05
	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_At4g27890 -	mips_03_03	"putative protein"
			mips_03_03_04
			mips_03_03_04_09
	at_At1g17890 -	mips_02_01	"GDP-L-fucose synthetase like protein"
	at_At1g18800 -	mips_03_01_99	"hypothetical protein"
	at_At1g19330 -	mips_04_05_01_04_03	"unknown protein"
			mips_40_10_03
			mips_40_10_99
	at_At4g29720 -	mips_02_11	"unknown protein"
	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_At4g31370	mips_01_20_01	"predicted GPI-anchored protein"
			mips_13_07
			mips_20_25_01
			mips_20_25_01_01
			mips_40_01
			mips_40_27
	at_At4g32540	mips_01_07	"dimethylaniline monooxygenase - like protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At4g32610 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_01
			mips_40_02
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_05
			mips_62
			mips_62_01
			mips_62_01_07
	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_At4g33070 -	mips_01_01	"pyruvate decarboxylase-1 (Pdc1)"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
			mips_63_21
			mips_63_21_11
	at_At4g34000 -	mips_10_01_09	"abscisic acid responsive elements-binding factor (ABRE/ABF3) / bZip transcription factor AtbZip37"
			mips_10_01_09_07
	at_At4g34135	mips_01_20_17_07	"glucosyltransferase like protein"
	at_At4g34138	mips_01_20_17_07	"glucosyltransferase -like protein"
	at_At4g34930 -	mips_01_25	"putative protein"
			mips_01_25_07
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At4g35180 -	mips_01_01_07	"amino acid permease - like protein"
			mips_67_10
			mips_67_12
	at_At4g35350 -	mips_06_13	"cysteine proteinase - like protein"
			mips_06_13_99
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g35650 -	mips_01_05_01_01	"NAD+ dependent isocitrate dehydrogenase -like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_04_99
	at_At4g36580 -	mips_06_13_01	"ATPase-like protein"
			mips_06_13_01_01
	at_At4g36750 -	mips_02_30	"minor allergen"
			mips_04_99
			mips_67_28
	at_At4g36880 -	mips_06_13_99	"cysteine proteinase"
			mips_08_13
			mips_40_25
	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_At4g38180 -	mips_10	"hypothetical protein"
			mips_29
			mips_29_02
	at_At4g38530 -	mips_01_06_04	"phosphoinositide-specific phospholipase C"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
			mips_63_17_01
	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_At4g39400 -	mips_08_13	"brassinosteroid insensitive 1 gene (BRI1)"
			mips_11_05_01
	at_At4g39650	mips_01_01_07	"putative gamma-glutamyltransferase"
			mips_01_20_37
			mips_01_20_37_01
			mips_11_01_01
			mips_11_07_07
			mips_11_07_07_03
			mips_11_99
	at_At4g39950	mips_01_20_17_07	"cytochrome P450 like protein"
			mips_01_20_35
			mips_01_20_35_01
	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_At5g01290 -	mips_04_05_05_03	"mRNA capping enzyme - like protein"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
	at_At5g01320 -	mips_01_01	"pyruvate decarboxylase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_10
			mips_02
			mips_01_05_01
			mips_01_07
			mips_01_07_07
			mips_02_13
			mips_02_16
			mips_02_16_01
	at_At5g01390 -	mips_11_01_05	"heat shock protein 40-like"
	at_At5g01420 -	mips_02	"putative protein"
			mips_02_11
	at_At5g04330	mips_01_20_35	"ferulate-5-hydroxylase (CYP84)"
			mips_01_20_35_01
	at_At5g04360 -	mips_01_05_01_01_01	"pullulanase-like protein (starch debranching enzyme)"
			mips_02_19
	at_At5g05600	mips_01_01_99	"leucoanthocyanidin dioxygenase-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g05900	mips_01_05	"glucuronosyl transferase-like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At5g06460 -	mips_06_13_01	"ubiquitin activating enzyme 2 (gb|AAB37569.1)"
	at_At5g06750 -	mips_01_04	"protein phosphatase 2C-like"
			mips_63_17
			mips_63_17_01
	at_At5g06905	mips_01_20_17	"cytochrome P450-like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At5g07460 -	mips_01	"peptide methionine sulfoxide reductase-like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_99
			mips_03
			mips_03_01
			mips_03_01_05
			mips_06
			mips_06_07
			mips_06_07_99
			mips_11
			mips_11_01
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
	at_At5g08250 -	mips_01_06_01	"cytochrome P450-like protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g11130	mips_01_20_13	"putative protein"
	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_At5g14310 -	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_06
			mips_01_06_04
			mips_01_06_07
			mips_11_10
			mips_11_10_09
	at_At5g15880 -	mips_14	"putative protein"
			mips_14_01
			mips_30
			mips_30_04
			mips_40
			mips_40_04
			mips_63
			mips_63_07
			mips_99
	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_At5g16410	mips_01_20_15	"putative protein"
			mips_01_20_99
			mips_11_05_03
	at_At5g17040	mips_01_20_17	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_20_17_07
	at_At5g18760 -	mips_04_99	"putative protein"
	at_At1g22370	mips_01_20	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g22480 -	mips_02	"blue copper protein precursor-like predicted GPI-anchored protein"
			mips_02_11
			mips_11
			mips_11_01
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At1g24100	mips_01_20_17_07	"putative indole-3-acetate beta-glucosyltransferase"
	at_At5g21150 -	mips_05_04_01	"zwille/pinhead-like protein"
			mips_05_07
			mips_63_03_03
	at_At5g22030 -	mips_06_07_05	"ubiquitin-specific protease 8 (UBP8)"
			mips_06_13_01
	at_At5g23020 -	mips_01_01	"2-isopropylmalate synthase-like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_03
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_01_07
			mips_63_21
			mips_63_21_15
	at_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_At5g23240 -	mips_06_01	"putative protein"
	at_At5g23330 -	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_01_07_07
			mips_06_07
			mips_40_03
	at_At5g23940	mips_01_20_15	"acyltransferase"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g23970	mips_01_20_15	"acetyl-CoA:benzylalcohol acetyltranferase-like 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_At5g25620	mips_01_07	"unknown protein"
			mips_01_20_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g25800 -	mips_01_03	"exonuclease - like protein"
			mips_01_03_16
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_03
			mips_63_03_01
			mips_63_03_03
	at_At5g26310	mips_01_20_17_07	"UTP-glucose glucosyltransferase - like protein"
	at_At5g27680 -	mips_03_01_99	"unknown protein"
			mips_40_10
			mips_40_10_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_At5g35570 -	mips_11_01	"unknown protein"
			mips_14_01
			mips_14_01_05
	at_At5g37810 -	mips_25_05	"Membrane integral protein (MIP) -like"
			mips_33_03_13
			mips_35_03_17
			mips_67
			mips_67_01
			mips_67_99
	at_At5g39960 -	mips_08_16	"putative protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g40540 -	mips_04_09	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g41360 -	mips_03_01_05	"putative DNA repair protein and transcription factor (XPB2)"
			mips_04_05_01_01
			mips_40_10_99
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g42580	mips_01_20_17_07	"cytochrome P450"
	at_At5g42830	mips_01_20_15	"N-hydroxycinnamoyl/benzoyltransferase-like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g43440	mips_01_01	"1-aminocyclopropane-1-carboxylate oxidase"
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_20
			mips_20_20
			mips_20_20_18
	at_At5g47980	mips_01_20_15	"acetyl-CoA:benzylalcohol acetyltranferase-like protein"
			mips_01_20_99
			mips_11_05_03
	at_At5g49650 -	mips_01_06_01_01	"xylulose kinase"
			mips_01_06_01_03
			mips_67_07
			mips_67_07_01
	at_At5g49910 -	mips_11_01_05	"heat shock protein 70 (Hsc70-7)"
			mips_20_25_16
	at_At5g49980 -	mips_10_01	"transport inhibitor response 1 protein"
			mips_10_01_01
			mips_20_20
			mips_20_20_18
	at_At5g50850 -	mips_01_01_10	"pyruvate dehydrogenase E1 component beta subunit, mitochondrial precursor (PDHE1-B) (sp|Q38799)"
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At5g51120 -	mips_04_05_99	"putative polyA-binding protein II"
	at_At5g52650 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_05_04
			mips_63_03_01
			mips_63_03_03
	at_At5g53460 -	mips_01_01	"NADH-dependent glutamate synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_02_11
			mips_67_15
	at_At5g54060	mips_01_20_17_07	"flavonol 3-O-glucosyltransferase-like"
	at_At5g55480 -	mips_01_06_04	"predicted GPI-anchored protein"
			mips_11_01_11
			mips_11_07
			mips_11_07_99
			mips_40_27
			mips_40_27_99
	at_At5g55580 -	mips_04_05_01_04_03	"Unknown protein (At5g55580; MDF20.2)"
			mips_30_16
			mips_40_16
	at_At5g56220 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At1g27120 -	mips_01_05_01_01_01	"unknown protein"
			mips_40_08
	at_At1g28180 -	mips_04_05_05_01	"hypothetical protein"
			mips_33
			mips_33_03
			mips_33_03_02
	at_At5g57020 -	mips_01_06_07	"N-myristoyltransferase 1 (NMT1)"
	at_At5g57090 -	mips_67_99	"root gravitropism control protein (PIN2)"
	at_At5g57260 -	mips_11_07_01	"cytochrome P450"
	at_At5g57380 -	mips_25_05_15	"putative protein"
			mips_35_03_12
	at_At5g57480 -	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_40_16
			mips_63
			mips_63_19
			mips_99
	at_At5g58170 -	mips_01_06_01_01	"predicted GPI-anchored protein"
			mips_01_06_01_03
			mips_01_06_04
			mips_11_01_11
			mips_11_07_99
			mips_40_27
			mips_40_27_99
	at_At5g58490	mips_01_05_01_01	"cinnamoyl-CoA reductase - like protein"
			mips_01_05_01_01_01
			mips_01_05_01_03_01
			mips_01_05_01_03_02
			mips_01_20_35
			mips_01_20_35_01
			mips_02_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_09
			mips_63_21
			mips_63_21_07
			mips_63_21_99
			mips_63_99
	at_At5g58690 -	mips_01_06	"phosphoinositide-specific phospholipase C-line (MZN1.13)"
			mips_01_06_04
			mips_10_01
			mips_10_01_05
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
			mips_63_17_01
	at_At5g59580	mips_01_20	"glucuronosyl transferase - like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g59590	mips_01_20_17	"glucuronosyl transferase - like protein"
			mips_01_20_17_07
			mips_11_07
	at_At5g61160	mips_01_20_15	"anthocyanin 5-aromatic acyltransferase - like protein"
	at_At5g61320	mips_01	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At5g61700 -	mips_67_50_25	"ABC family transporter - like protein"
	at_At5g62800 -	mips_14_10_02	"SIAH1 - like protein"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At5g63770 -	mips_01	"diacylglycerol kinase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_10
			mips_10_01
			mips_10_05
			mips_40
			mips_40_10
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At5g63870 -	mips_01_05_04	"ser/thr protein phosphatase catalytic subunit-like protein"
	at_At5g64440 -	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_99
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_05
			mips_05_10
			mips_05_99
			mips_40_03
			mips_40_16
	at_At5g64460 -	mips_02_01	"putative phosphoglycerate mutase"
			mips_13_05
			mips_43
			mips_43_03
			mips_43_03_07
	at_At5g64670 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At5g65090 -	mips_08_07_22	"inositol-1, 4, 5-trisphosphate 5-phosphatase-like protein"
			mips_10_01_09
			mips_13_03
			mips_13_03_01
			mips_30_02
			mips_30_09
			mips_40_09
			mips_43
			mips_43_03
			mips_43_03_13
	at_At5g66920	mips_01_20_17	"pectinesterase like protein"
			mips_01_20_17_01
			mips_11_07
			mips_11_07_03
			mips_30_01
	at_At5g67150	mips_01_20_15	"anthranilate N-hydroxycinnamoyl/benzoyltransferase-like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g28670	mips_01	"lipase"
			mips_01_06
			mips_01_06_04
			mips_01_20
			mips_01_20_13
			mips_98
	at_At1g29550 -	mips_03_01_99	"eukaryotic translation initiation factor 4E, putative"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At1g29770 -	mips_03_03_02	"hypothetical protein"
			mips_04_05_01_01
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_05
	at_At1g30120 -	mips_01_01_10_04	"unknown protein"
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_02_01
			mips_02_08
			mips_02_10
	at_At1g31490	mips_01_20_15	"putative protein"
			mips_01_20_99
	at_At1g31540 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	Propertest Accuracy: 111/374 (29.68%)
	Propertest Frequency class 'mips_01_20': 435/4430 (9.82%)

	New (unknown) data (2885 items):
	at_At1g01770 -	no entry	null
	at_At1g03040 -	no entry	null
	at_At1g22090 -	no entry	null
	at_At1g23500 -	no entry	null
	at_At5g43720 -	no entry	null
	at_At5g45410 -	no entry	null
	at_At5g45670 -	no entry	null
	at_At5g45790 -	no entry	null
	at_At5g47900 -	no entry	null
	at_At5g50730 -	no entry	null
	at_At5g51330 -	no entry	null
	at_At5g52180 -	no entry	null
	at_At5g56440 -	no entry	null
	at_At5g56780 -	no entry	null
	at_At5g57790 -	no entry	null
	at_At5g59460 -	no entry	null
	at_At5g61450 -	no entry	null
	at_At5g61720 -	no entry	null
	at_At5g62270 -	no entry	null
	at_At5g62390 -	no entry	null
	at_At5g62620 -	no entry	null
	at_At5g63780 -	no entry	null
	at_At5g64260 -	no entry	null
	at_At1g26740 -	no entry	null
	at_At5g65810 -	no entry	null
	at_At5g66210 -	no entry	null
	at_At1g28270 -	no entry	null
	at_At1g29050 -	no entry	null
	at_At1g33580 -	no entry	null
	at_At1g34700 -	no entry	null
	at_At1g35220 -	no entry	null
	at_At1g37170 -	no entry	null
	at_At1g42430 -	no entry	null
	at_At1g42450 -	no entry	null
	at_At1g44850 -	mips_99	"hypothetical protein"
	at_At1g48060 -	no entry	null
	at_At1g48210 -	no entry	null
	at_At1g48540 -	no entry	null
	at_At1g49580 -	no entry	null
	at_At1g50040 -	no entry	null
	at_At1g51130 -	no entry	null
	at_At1g51580 -	no entry	null
	at_At1g53760 -	no entry	null
	at_At1g53770 -	no entry	null
	at_At1g04500 -	no entry	null
	at_At1g04560 -	no entry	null
	at_At1g05080 -	no entry	null
	at_At1g05410 -	no entry	null
	at_At1g55580 -	no entry	null
	at_At1g55980 -	no entry	null
	at_At1g58430 -	no entry	null
	at_At1g60790 -	no entry	null
	at_At1g61260 -	no entry	null
	at_At1g61320 -	no entry	null
	at_At1g64150 -	no entry	null
	at_At1g64460 -	no entry	null
	at_At1g68660 -	no entry	null
	at_At1g68810 -	no entry	null
	at_At1g70230 -	no entry	null
	at_At1g71050 -	no entry	null
	at_At1g71260 -	no entry	null
	at_At1g74680 -	no entry	null
	at_At1g74800 -	no entry	null
	at_At1g75910 -	no entry	null
	at_At1g76940 -	no entry	null
	at_At1g77220 -	no entry	null
	at_At1g77810 -	no entry	null
	at_At1g77860 -	no entry	null
	at_At1g78120 -	no entry	null
	at_At1g80480 -	no entry	null
	at_At1g80960 -	no entry	null
	at_At2g02200 -	no entry	null
	at_At2g06140 -	no entry	null
	at_At2g07360 -	no entry	null
	at_At2g10570 -	no entry	null
	at_At2g11190 -	mips_29	"putative retroelement pol polyprotein"
	at_At2g12860 -	no entry	null
	at_At2g15290 -	no entry	null
	at_At2g15690 -	no entry	null
	at_At2g15740 -	no entry	null
	at_At2g16190 -	no entry	null
	at_At2g16290 -	no entry	null
	at_At2g19840 -	no entry	null
	at_At2g20080 -	no entry	null
	at_At2g23890 -	no entry	null
	at_At2g24530 -	no entry	null
	at_At2g24560 -	no entry	null
	at_At2g25740 -	no entry	null
	at_At2g26590 -	no entry	null
	at_At2g27190 -	no entry	null
	at_At2g28700 -	no entry	null
	at_At2g28860 -	no entry	null
	at_At2g29910 -	no entry	null
	at_At2g30640 -	no entry	null
	at_At2g30740 -	no entry	null
	at_At2g30750 -	no entry	null
	at_At2g31130 -	no entry	null
	at_At2g31610 -	no entry	null
	at_At2g31990 -	no entry	null
	at_At2g32250 -	no entry	null
	at_At2g32640 -	no entry	null
	at_At2g34470 -	no entry	null
	at_At2g34490 -	no entry	null
	at_At2g35890 -	no entry	null
	at_At2g36540 -	no entry	null
	at_At2g38320 -	no entry	null
	at_At2g38690 -	no entry	null
	at_At2g40280 -	no entry	null
	at_At2g40320 -	no entry	null
	at_At2g41800 -	no entry	null
	at_At2g46220 -	no entry	null
	at_At2g47070 -	no entry	null
	at_At2g48030 -	no entry	null
	at_At2g48090 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g10230 -	no entry	null
	at_At3g11640 -	no entry	null
	at_At3g15240 -	no entry	null
	at_At3g19310 -	no entry	null
	at_At3g20490 -	no entry	null
	at_At3g21760 -	no entry	null
	at_At3g21790 -	no entry	null
	at_At3g24210 -	no entry	null
	at_At3g24850 -	no entry	null
	at_At3g26000 -	no entry	null
	at_At3g26440 -	no entry	null
	at_At3g26820 -	no entry	null
	at_At3g27550 -	no entry	null
	at_At3g28150 -	no entry	null
	at_At3g29500 -	no entry	null
	at_At3g30400 -	no entry	null
	at_At3g31350 -	no entry	null
	at_At3g31370 -	no entry	null
	at_At3g32080 -	no entry	null
	at_At3g33530 -	no entry	null
	at_At3g42840 -	no entry	null
	at_At1g14070 -	no entry	null
	at_At1g14100 -	no entry	null
	at_At1g14110 -	no entry	null
	at_At3g45090 -	no entry	null
	at_At3g45200 -	no entry	null
	at_At3g47490 -	no entry	null
	at_At3g48980 -	no entry	null
	at_At3g50170 -	no entry	null
	at_At3g50760 -	no entry	null
	at_At3g51040 -	no entry	null
	at_At3g51850 -	no entry	null
	at_At3g52150 -	no entry	null
	at_At3g52870 -	no entry	null
	at_At3g58110 -	no entry	null
	at_At3g58880 -	no entry	null
	at_At3g58980 -	no entry	null
	at_At3g59110 -	no entry	null
	at_At3g59190 -	no entry	null
	at_At3g59200 -	no entry	null
	at_At3g59250 -	no entry	null
	at_At3g60660 -	no entry	null
	at_At3g61020 -	no entry	null
	at_At3g62220 -	no entry	null
	at_At3g62390 -	no entry	null
	at_At3g62440 -	no entry	null
	at_At3g62500 -	no entry	null
	at_At4g01080 -	no entry	null
	at_At4g02290 -	no entry	null
	at_At4g02810 -	no entry	null
	at_At4g03890 -	no entry	null
	at_At4g04740 -	no entry	null
	at_At4g10690 -	no entry	null
	at_At4g11910 -	no entry	null
	at_At4g13990 -	no entry	null
	at_At4g15120 -	no entry	null
	at_At4g15300 -	no entry	null
	at_At4g17350 -	no entry	null
	at_At4g18530 -	no entry	null
	at_At4g19180 -	no entry	null
	at_At4g20510 -	no entry	null
	at_At4g21500 -	no entry	null
	at_At4g21940 -	no entry	null
	at_At4g22920 -	no entry	null
	at_At4g22950 -	no entry	null
	at_At4g25530 -	no entry	null
	at_At4g26370 -	no entry	null
	at_At4g27050 -	no entry	null
	at_At4g28260 -	no entry	null
	at_At4g28430 -	no entry	null
	at_At4g28570 -	no entry	null
	at_At1g17920 -	no entry	null
	at_At1g18280 -	no entry	null
	at_At4g28780 -	no entry	null
	at_At4g28900 -	no entry	null
	at_At4g28960 -	no entry	null
	at_At4g30060 -	no entry	null
	at_At4g31750 -	no entry	null
	at_At4g32750 -	no entry	null
	at_At4g33300 -	no entry	null
	at_At4g33750 -	no entry	null
	at_At4g35980 -	no entry	null
	at_At4g38870 -	no entry	null
	at_At5g01960 -	no entry	null
	at_At5g03380 -	no entry	null
	at_At5g05690 -	no entry	null
	at_At5g06610 -	no entry	null
	at_At5g08270 -	no entry	null
	at_At5g08720 -	no entry	null
	at_At5g08750 -	no entry	null
	at_At5g09570 -	no entry	null
	at_At5g10900 -	no entry	null
	at_At5g12180 -	no entry	null
	at_At1g20640 -	no entry	null
	at_At5g14090 -	no entry	null
	at_At5g15720 -	no entry	null
	at_At5g17100 -	no entry	null
	at_At5g23850 -	no entry	null
	at_At5g24840 -	no entry	null
	at_At5g25580 -	no entry	null
	at_At5g27910 -	no entry	null
	at_At5g32610 -	no entry	null
	at_At5g34880 -	no entry	null
	at_At5g35540 -	no entry	null
	at_At5g39650 -	no entry	null
	at_At5g40860 -	no entry	null
	at_At5g40940 -	no entry	null
	at_At5g40990 -	no entry	null
	at_At5g41270 -	no entry	null
	at_At5g41630 -	no entry	null
	at_At5g41690 -	no entry	null
	at_At5g41840 -	no entry	null
	at_At1g02960 -	no entry	null
	at_At1g04430 -	no entry	null
	at_At1g59780 -	no entry	null
	at_At1g73110 -	no entry	null
	at_At1g73610 -	no entry	null
	at_At1g75770 -	no entry	null
	at_At1g75880 -	no entry	null
	at_At1g76530 -	no entry	null
	at_At2g04890 -	no entry	null
	at_At2g06430 -	no entry	null
	at_At2g11610 -	no entry	null
	at_At2g13530 -	no entry	null
	at_At2g16350 -	no entry	null
	at_At2g23540 -	no entry	null
	at_At2g24490 -	no entry	null
	at_At2g25370 -	no entry	null
	at_At1g09610 -	no entry	null
	at_At2g34060 -	no entry	null
	at_At2g37860 -	mips_99	"unknown protein"
	at_At2g39220 -	mips_65	"similar to latex allergen from Hevea brasiliensis"
	at_At2g40900 -	no entry	null
	at_At2g41860 -	no entry	null
	at_At2g43230 -	no entry	null
	at_At2g47060 -	no entry	null
	at_At3g09930 -	no entry	null
	at_At3g14070 -	no entry	null
	at_At3g16070 -	no entry	null
	at_At3g20100 -	no entry	null
	at_At3g20960 -	no entry	null
	at_At3g21600 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At3g27130 -	no entry	null
	at_At3g27390 -	no entry	null
	at_At3g28850 -	no entry	null
	at_At3g29650 -	no entry	null
	at_At3g30190 -	no entry	null
	at_At3g30320 -	no entry	null
	at_At3g32980 -	no entry	null
	at_At3g42490 -	no entry	null
	at_At1g11210 -	no entry	null
	at_At1g14080 -	no entry	null
	at_At3g48300 -	mips_98	"cytochrome p450 like protein"
			mips_99
	at_At3g48420 -	no entry	null
	at_At3g53470 -	no entry	null
	at_At3g59210 -	no entry	null
	at_At4g01770 -	no entry	null
	at_At4g02130 -	no entry	null
	at_At4g13310 -	no entry	null
	at_At4g18030 -	no entry	null
	at_At4g18370 -	no entry	null
	at_At4g19120 -	no entry	null
	at_At4g20480 -	no entry	null
	at_At4g22350 -	no entry	null
	at_At4g25510 -	no entry	null
	at_At4g25660 -	no entry	null
	at_At4g27320 -	no entry	null
	at_At4g27480 -	no entry	null
	at_At1g16910 -	no entry	null
	at_At1g18890 -	no entry	null
	at_At1g19430 -	no entry	null
	at_At4g29780 -	no entry	null
	at_At4g29800 -	mips_65	"putative protein"
	at_At4g30200 -	no entry	null
	at_At4g30370 -	no entry	null
	at_At4g31130 -	no entry	null
	at_At4g31950 -	no entry	null
	at_At4g33870 -	no entry	null
	at_At4g34260 -	no entry	null
	at_At4g40100 -	no entry	null
	at_At5g02200 -	no entry	null
	at_At5g03190 -	no entry	null
	at_At5g03600 -	no entry	null
	at_At5g03790 -	no entry	null
	at_At5g03830 -	no entry	null
	at_At5g05040 -	no entry	null
	at_At5g06990 -	no entry	null
	at_At5g08340 -	no entry	null
	at_At5g15270 -	no entry	null
	at_At5g18250 -	no entry	null
	at_At5g18400 -	no entry	null
	at_At5g19360 -	no entry	null
	at_At5g22510 -	no entry	null
	at_At5g24950 -	no entry	null
	at_At5g28760 -	no entry	null
	at_At5g34890 -	no entry	null
	at_At5g37190 -	no entry	null
	at_At1g22990 -	no entry	null
	at_At1g23070 -	no entry	null
	at_At5g44930 -	no entry	null
	at_At5g45630 -	no entry	null
	at_At5g46090 -	no entry	null
	at_At5g46150 -	no entry	null
	at_At5g48040 -	no entry	null
	at_At5g51920 -	no entry	null
	at_At5g60630 -	no entry	null
	at_At5g63000 -	no entry	null
	at_At5g64010 -	no entry	null
	at_At1g27100 -	no entry	null
	at_At1g28430 -	no entry	null
	at_At1g30890 -	no entry	null
	at_At1g33460 -	no entry	null
	at_At1g35820 -	no entry	null
	at_At1g41810 -	no entry	null
	at_At1g50980 -	no entry	null
	at_At1g53560 -	no entry	null
	at_At1g54320 -	no entry	null
	at_At1g04140 -	no entry	null
	at_At1g33780 -	no entry	null
	at_At1g35900 -	no entry	null
	at_At1g36600 -	no entry	null
	at_At1g36930 -	no entry	null
	at_At1g36940 -	no entry	null
	at_At1g36960 -	mips_29	"hypothetical protein"
	at_At1g48230 -	no entry	null
	at_At1g48400 -	no entry	null
	at_At1g48610 -	no entry	null
	at_At1g50150 -	no entry	null
	at_At1g54570 -	no entry	null
	at_At1g54990 -	no entry	null
	at_At1g56360 -	no entry	null
	at_At1g56400 -	no entry	null
	at_At1g56550 -	no entry	null
	at_At1g56560 -	no entry	null
	at_At1g63810 -	no entry	null
	at_At1g64410 -	no entry	null
	at_At1g64500 -	no entry	null
	at_At1g64540 -	no entry	null
	at_At1g67960 -	no entry	null
	at_At1g68380 -	mips_99	"hypothetical protein"
	at_At1g70690 -	no entry	null
	at_At1g71080 -	no entry	null
	at_At1g71691 -	no entry	null
	at_At1g05000 -	no entry	null
	at_At1g06520 -	no entry	null
	at_At1g06770 -	no entry	null
	at_At1g07220 -	no entry	null
	at_At1g77130 -	no entry	null
	at_At1g78710 -	no entry	null
	at_At1g79450 -	no entry	null
	at_At1g80690 -	no entry	null
	at_At2g03220 -	no entry	null
	at_At2g05120 -	no entry	null
	at_At2g06870 -	no entry	null
	at_At2g06950 -	no entry	null
	at_At2g07250 -	no entry	null
	at_At2g07330 -	no entry	null
	at_At2g13250 -	no entry	null
	at_At2g13710 -	no entry	null
	at_At2g14940 -	no entry	null
	at_At2g15370 -	no entry	null
	at_At2g16030 -	no entry	null
	at_At2g17030 -	no entry	null
	at_At2g17150 -	no entry	null
	at_At2g17290 -	no entry	null
	at_At2g17840 -	no entry	null
	at_At2g19260 -	no entry	null
	at_At2g20330 -	no entry	null
	at_At2g27110 -	no entry	null
	at_At2g28850 -	no entry	null
	at_At2g30010 -	no entry	null
	at_At2g31110 -	no entry	null
	at_At2g31720 -	no entry	null
	at_At2g32370 -	no entry	null
	at_At2g32760 -	no entry	null
	at_At2g32950 -	no entry	null
	at_At2g33400 -	no entry	null
	at_At2g34610 -	no entry	null
	at_At2g36420 -	no entry	null
	at_At2g36550 -	no entry	null
	at_At2g38910 -	no entry	null
	at_At2g39040 -	no entry	null
	at_At2g41660 -	no entry	null
	at_At2g41970 -	no entry	null
	at_At2g46950 -	no entry	null
	at_At3g06790 -	no entry	null
	at_At3g07020 -	no entry	null
	at_At3g07570 -	no entry	null
	at_At3g10660 -	no entry	null
	at_At3g10980 -	no entry	null
	at_At3g11220 -	no entry	null
	at_At3g11720 -	no entry	null
	at_At3g12740 -	no entry	null
	at_At3g14210 -	no entry	null
	at_At3g15095 -	no entry	null
	at_At3g16750 -	no entry	null
	at_At1g10820 -	no entry	null
	at_At1g13250 -	no entry	null
	at_At3g22430 -	no entry	null
	at_At3g24490 -	no entry	null
	at_At3g26840 -	no entry	null
	at_At3g27090 -	no entry	null
	at_At3g29460 -	no entry	null
	at_At3g29782 -	no entry	null
	at_At3g43360 -	no entry	null
	at_At3g43490 -	no entry	null
	at_At3g43560 -	no entry	null
	at_At3g47610 -	no entry	null
	at_At3g48380 -	no entry	null
	at_At3g49110 -	no entry	null
	at_At3g50160 -	no entry	null
	at_At3g53100 -	no entry	null
	at_At3g53780 -	no entry	null
	at_At3g54260 -	no entry	null
	at_At3g58520 -	no entry	null
	at_At3g60030 -	no entry	null
	at_At3g60090 -	no entry	null
	at_At1g14590 -	no entry	null
	at_At1g16260 -	no entry	null
	at_At1g17060 -	no entry	null
	at_At4g00160 -	no entry	null
	at_At4g00500 -	no entry	null
	at_At4g01050 -	no entry	null
	at_At4g01600 -	no entry	null
	at_At4g01750 -	no entry	null
	at_At4g01880 -	no entry	null
	at_At4g03220 -	no entry	null
	at_At4g03820 -	no entry	null
	at_At4g05550 -	no entry	null
	at_At4g07580 -	no entry	null
	at_At4g08130 -	no entry	null
	at_At4g11090 -	no entry	null
	at_At4g11130 -	no entry	null
	at_At4g14620 -	no entry	null
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