Rule 1563
	ipr_Leucine-rich_repeat__plant_specific(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 0
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),coil(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	->  class mips_40_01 "cell wall"

	Evaluation on training data (5760 items):
	at_At1g12560	mips_40_01	"hypothetical protein"
	at_At1g26770	mips_30_01	"expansin 10"
			mips_40_01
	at_At1g62980	mips_40_01	"expansin At-EXP6, putative"
	at_At2g03090	mips_30_01	"expansin like protein"
			mips_40_01
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_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_At2g37640	mips_30_01	"putative expansin"
			mips_40_01
	at_At2g40610	mips_40_01	"putative expansin"
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g15370	mips_30_01	"putative expansin S2 precursor"
			mips_40_01
	at_At4g01630	mips_30	"putative expansin"
			mips_30_01
			mips_40_01
			mips_98
	at_At4g35010	mips_01_05_01_01_01	"beta-galactosidase - like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g36360	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g38590	mips_01_20_01	"galactosidase like protein"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g05290	mips_40_01	"expansin At-EXP2 (gb|AAB38073.1)"
	at_At5g39260	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39270	mips_30	"expansin-like protein"
			mips_40_01
			mips_98
	at_At5g39280	mips_40_01	"expansin-like protein"
	at_At5g39290	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g39300	mips_30_01	"expansin-like protein"
			mips_40_01
	Training Accuracy: 20/20 (100.00%)
	Training Frequency class 'mips_40_01': 123/5760 (2.14%)

	Evaluation on validation data (2885 items):
	at_At1g20190	mips_40_01	"expansin S2 precursor like protein"
	at_At1g31740	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g28950	mips_40_01	"putative expansin"
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	Validation Accuracy: 5/5 (100.00%)
	Validation Frequency class 'mips_40_01': 49/2885 (1.70%)

	Evaluation on propertest data (4430 items):
	at_At1g69530	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At1g77410	mips_01_05_01_01_01	""
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g39700	mips_40_01	"putative expansin"
	at_At3g10140 -	mips_03_01	"RecA protein"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03
			mips_03_03_02
	at_At3g29030	mips_40_01	"expansin At-EXP5"
	at_At3g55500	mips_40_01	"expansin-like protein"
	at_At4g38210	mips_30_01	"expansin -like protein"
			mips_40_01
	at_At5g02260	mips_40_01	"expansin precursor - like protein"
	at_At5g39310	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g56320	mips_40_01	"expansin"
	Propertest Accuracy: 9/10 (90.00%)
	Propertest Frequency class 'mips_40_01': 85/4430 (1.92%)

	New (unknown) data (2885 items):


------------------
Rule 2381
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	->  class mips_05_04 "translation"

	Evaluation on training data (5760 items):
	at_At1g07920	mips_05_04_02	"elongation factor 1-alpha"
			mips_63_19_05
	at_At1g62750	mips_05_04_02	"elongation factor G, putative"
			mips_63_19_05
	at_At1g76720	mips_04_05_01_01	"putative translation initiation factor IF-2"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At2g31060	mips_05_04_02	"putative GTP-binding protein"
			mips_10_01_05_05
			mips_63_19_05
	at_At2g45030	mips_05	"putative mitochondrial translation elongation factor G"
			mips_05_04
			mips_05_04_02
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_01
			mips_63_19
	at_At3g22980	mips_04_05_05	"eukaryotic translation elongation factor 2, putative"
			mips_05
			mips_05_04
			mips_05_04_02
			mips_14_01
			mips_14_01_03
			mips_25_05_09
			mips_40_10_99
			mips_63_03_03
			mips_63_19_05
	at_At4g02930	mips_05_04_02	"mitochondrial elongation factor Tu"
			mips_63_19_05
	at_At4g20360	mips_05	"translation elongation factor EF-Tu precursor, chloroplast"
			mips_05_04
			mips_05_04_02
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_03
			mips_63_01
			mips_63_19
			mips_63_19_05
	at_At5g08650	mips_05_04_02	"GTP-binding protein LepA homolog"
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At5g13650	mips_05_04	"GTP-binding protein typA (tyrosine phosphorylated protein A)"
			mips_05_04_02
			mips_10_01_05
			mips_10_01_05_05
			mips_63_19_05
	at_At5g39900	mips_05_04_02	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_63_19_05
	at_At5g60390	mips_05_04_02	"translation elongation factor eEF-1 alpha chain (gene A4)"
			mips_63_19_05
	Training Accuracy: 12/12 (100.00%)
	Training Frequency class 'mips_05_04': 191/5760 (3.32%)

	Evaluation on validation data (2885 items):
	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_At1g17220	mips_04_05_01_01	"putative translation initiation factor IF2"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At1g76820	mips_04_05_01_01	"putative translation initiation factor IF-2"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At2g27700 -	mips_04	"putative translation initiation factor IF2"
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_05
			mips_40
			mips_40_16
			mips_63
			mips_63_19
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_05_04': 66/2885 (2.29%)

	Evaluation on propertest data (4430 items):
	at_At1g07930	mips_05	"elongation factor 1-alpha"
			mips_05_04_02
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_01
			mips_63_19
			mips_63_19_05
	at_At1g07940	mips_05_04_02	"elongation factor 1-alpha"
			mips_25_05_25
			mips_63_19_05
	at_At1g21160	mips_04_05_01_01	"transcription factor, putative"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At1g76810	mips_04_05_01_01	"translation initiation factor IF-2 like protein"
			mips_04_05_01_04_01
			mips_05_04_01
	at_At3g27740 -	mips_01_03_04	"carbamoyl phosphate synthetase small subunit (carA)"
			mips_01_03_04_03
			mips_20_05
	Propertest Accuracy: 4/5 (80.00%)
	Propertest Frequency class 'mips_05_04': 116/4430 (2.62%)

	New (unknown) data (2885 items):


------------------
Rule 669
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	profscan_lys_rich(_orf_0,_profscan_id_1),seg(_orf_0) = 0
	ipr_Proline-rich_region(_orf_0,_ipr_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	->  class mips_08_19 "cellular import"

	Evaluation on training data (5760 items):
	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_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_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	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_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_At2g16130	mips_01_05_07	"putative sugar transporter"
			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_At4g21480	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			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
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	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
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_08_19': 82/5760 (1.42%)

	Evaluation on validation data (2885 items):
	at_At1g13270 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_02
			mips_63_17
			mips_63_17_11
	at_At1g29880 -	mips_05_07	"glycyl-tRNA synthetase"
			mips_05_10
	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_At2g13440 -	mips_03_03_03	"similar to glucose inhibited division protein A from prokaryotes"
	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_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_At4g13780 -	mips_05_10	"methionyl-tRNA synthetase - like protein"
			mips_40_26
			mips_40_26_03
	at_At4g23050 -	mips_06_07_03	"putative serine/threonine kinase"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_01_05_05
			mips_13_05
			mips_13_05_99
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_14_01_05
			mips_14_01_99
			mips_30_04_03
			mips_40_08
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	Validation Accuracy: 8/13 (61.54%)
	Validation Frequency class 'mips_08_19': 48/2885 (1.66%)

	Evaluation on propertest data (4430 items):
	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_At1g11260	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g30220	mips_01_05_07	"putative protein"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g75220	mips_01_05_07	"integral membrane protein, putative"
			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_At4g29060 -	mips_05	"unknown protein"
			mips_05_04_02
			mips_63_03
	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_At5g49470 -	mips_01_02	"protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_05
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	Propertest Accuracy: 8/10 (80.00%)
	Propertest Frequency class 'mips_08_19': 46/4430 (1.04%)

	New (unknown) data (2885 items):
	at_At5g16710 -	no entry	null
	at_At1g67890 -	no entry	null
	at_At5g26250 -	no entry	null


------------------
Rule 2535
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),blastprodom(_orf_0,_blastprodom_id_2,_ipr_3) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),coil(_orf_0) = 1
	->  class mips_30_03 "cytoplasm"

	Evaluation on training data (5760 items):
	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_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_At1g17580	mips_20_25_01	"myosin"
			mips_20_25_01_01
			mips_30_03
	at_At1g50360 -	mips_13	"myosin, putative"
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
			mips_99
	at_At2g20290	mips_03_03_03	"putative myosin heavy chain"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_13_11
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_30_25
			mips_40_04
			mips_63_06
	at_At2g31900	mips_08	"putative unconventional myosin"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_14_04_03
			mips_14_04_03_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_07
			mips_30
			mips_30_03
			mips_30_04
			mips_30_04_03
			mips_30_25
			mips_33
			mips_33_03
			mips_33_03_23
			mips_40
			mips_40_03
			mips_40_04
			mips_43
			mips_43_03
			mips_43_03_23
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	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
	Training Accuracy: 6/7 (85.71%)
	Training Frequency class 'mips_30_03': 28/5760 (0.49%)

	Evaluation on validation data (2885 items):
	at_At1g04600	mips_30_03	"putative myosin heavy chain"
			mips_30_04
			mips_63_06
	at_At1g54560	mips_20_25_01	""
			mips_20_25_01_01
			mips_30_03
			mips_63_06
			mips_63_07
	Validation Accuracy: 2/2 (100.00%)
	Validation Frequency class 'mips_30_03': 18/2885 (0.62%)

	Evaluation on propertest data (4430 items):
	at_At2g33240	mips_20_25_01	"putative myosin heavy chain"
			mips_20_25_01_01
			mips_30_03
			mips_63_06
	at_At3g19960 -	mips_20_25_01	"myosin"
			mips_20_25_01_01
			mips_63_06
	at_At3g21540 -	mips_03_03_02	"WD repeat like protein"
			mips_10_01_05_05
			mips_10_01_05_05_03
	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_At4g28710	mips_06_04	"myosin heavy chain - like protein (fragment)"
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_63_06
	at_At4g33200	mips_06_04	"myosin - like protein"
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_63_06
	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_At5g54280 -	mips_20_25_01	"myosin heavy chain"
			mips_20_25_01_01
			mips_63_06
	Propertest Accuracy: 5/8 (62.50%)
	Propertest Frequency class 'mips_30_03': 27/4430 (0.61%)

	New (unknown) data (2885 items):
	at_At4g27370 -	no entry	null


------------------
Rule 670
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	profscan_lys_rich(_orf_0,_profscan_id_1),seg(_orf_0) = 0
	ipr_Proline-rich_region(_orf_0,_ipr_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	->  class mips_67_07 "C-compound and carbohydrate transporters"

	Evaluation on training data (5760 items):
	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_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_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	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_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_At2g16130	mips_01_05_07	"putative sugar transporter"
			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_At4g21480	mips_01_05	"glucose transporter"
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			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
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	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
	Training Accuracy: 16/16 (100.00%)
	Training Frequency class 'mips_67_07': 104/5760 (1.81%)

	Evaluation on validation data (2885 items):
	at_At1g13270 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_02
			mips_63_17
			mips_63_17_11
	at_At1g29880 -	mips_05_07	"glycyl-tRNA synthetase"
			mips_05_10
	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_At2g13440 -	mips_03_03_03	"similar to glucose inhibited division protein A from prokaryotes"
	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_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_At4g13780 -	mips_05_10	"methionyl-tRNA synthetase - like protein"
			mips_40_26
			mips_40_26_03
	at_At4g23050 -	mips_06_07_03	"putative serine/threonine kinase"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_01_05_05
			mips_13_05
			mips_13_05_99
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_14_01_05
			mips_14_01_99
			mips_30_04_03
			mips_40_08
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	Validation Accuracy: 8/13 (61.54%)
	Validation Frequency class 'mips_67_07': 63/2885 (2.18%)

	Evaluation on propertest data (4430 items):
	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_At1g11260	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g30220	mips_01_05_07	"putative protein"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g75220	mips_01_05_07	"integral membrane protein, putative"
			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_At4g29060 -	mips_05	"unknown protein"
			mips_05_04_02
			mips_63_03
	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_At5g49470 -	mips_01_02	"protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_05
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	Propertest Accuracy: 8/10 (80.00%)
	Propertest Frequency class 'mips_67_07': 68/4430 (1.53%)

	New (unknown) data (2885 items):
	at_At5g16710 -	no entry	null
	at_At1g67890 -	no entry	null
	at_At5g26250 -	no entry	null


------------------
Rule 1972
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),coil(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),coil(_orf_0) = 0
	->  class mips_63_07 "structural protein"

	Evaluation on training data (5760 items):
	at_At1g20010 -	mips_25_05_15	"beta tubulin 1, putative"
	at_At1g64740	mips_03_03	"putative protein"
			mips_30_04
			mips_40_04
			mips_63_07
	at_At4g14960	mips_30_04	"tubulin alpha-6 chain (TUA6)"
			mips_63_07
	at_At4g20890	mips_25	"tubulin beta-9 chain"
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_04
			mips_30_04_05
			mips_30_30
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_04
			mips_63_07
			mips_63_19
	at_At5g19770	mips_30_04	"tubulin alpha-5 chain-like protein"
			mips_63_07
	at_At5g44340	mips_25_05_15	"tubulin beta-4 chain (sp|P24636)"
			mips_30_04
			mips_30_04_05
			mips_30_30
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At5g62690	mips_25_05_15	"tubulin beta-2/beta-3 chain (sp|P29512)"
			mips_30_04
			mips_30_04_05
			mips_30_30
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At5g62700 -	mips_25_05_15	"tubulin beta-2/beta-3 chain (sp|P29512)"
			mips_30_04_05
			mips_30_30
			mips_35_03_12
			mips_40_04
	Training Accuracy: 6/8 (75.00%)
	Training Frequency class 'mips_63_07': 129/5760 (2.24%)

	Evaluation on validation data (2885 items):
	at_At1g50010	mips_63_07	"tubulin alpha-2/alpha-4 chain, putative"
	at_At3g48870 -	mips_04	"AtClpC"
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11
			mips_11_01
			mips_11_01_05
			mips_40
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At5g19780	mips_30_04	"tubulin alpha-5 chain"
			mips_40_04
			mips_63_07
	at_At5g23860	mips_14	"beta tubulin"
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_04
			mips_30_04_05
			mips_30_30
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40
			mips_40_04
			mips_63
			mips_63_07
			mips_63_19
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_63_07': 58/2885 (2.01%)

	Evaluation on propertest data (4430 items):
	at_At1g74310 -	mips_06_01	"heat shock protein 101"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At1g75780	mips_63_07	"tubulin beta-1 chain"
	at_At2g25140 -	mips_06_01	"putative ATP-dependent CLPB protein"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g29550	mips_25_05_15	"tubulin beta-7 chain"
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At4g08920 -	mips_03_01_05_01	"Cryptochrome 1 apoprotein (flavin-type blue-light photoreceptor) (HY4) (CRY1)"
			mips_10_01_99
			mips_13_11_01
			mips_13_11_11
			mips_20_25_01
			mips_20_25_01_01
			mips_40_37
	at_At5g12250	mips_25_05_15	"tubulin beta-6 chain (sp|P29514)"
			mips_30_04_05
			mips_30_30
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At5g15450 -	mips_06_01	"clpB heat shock protein-like"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01
			mips_11_01_05
			mips_63_19_03
	at_At5g50920 -	mips_06_01	"ATP-dependent Clp protease, ATP-binding subunit"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	Propertest Accuracy: 3/8 (37.50%)
	Propertest Frequency class 'mips_63_07': 97/4430 (2.19%)

	New (unknown) data (2885 items):
	at_At1g04820 -	no entry	null


------------------
Rule 1912
	hmmpfam_zf_c3hc4(_orf_0,_hmmpfam_id_1) = 1
	hmmpfam_zf_c3hc4(_orf_0,_hmmpfam_id_1),ipr_Zn-finger__RING(_orf_0,_ipr_2),hmmsmart_ring(_orf_0,_hmmsmart_id_3) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),coil(_orf_0) = 0
	->  class mips_04_99 "other transcription activities"

	Evaluation on training data (5760 items):
	at_At1g50440	mips_04_99	"unknown protein"
	at_At4g34100	mips_04_99	"putative protein"
	at_At5g45290 -	mips_25_03	"unknown protein"
	at_At5g52150 -	mips_06_10	"unknown protein"
	at_At5g59000	mips_04_99	"unknown protein"
	at_At5g62460	mips_04_99	"unknown protein"
	Training Accuracy: 4/6 (66.67%)
	Training Frequency class 'mips_04_99': 49/5760 (0.85%)

	Evaluation on validation data (2885 items):
	at_At1g02610	mips_04_99	"hypothetical protein"
	at_At1g74370 -	mips_25_05_10	"putative RING zinc finger protein"
			mips_30_04
			mips_40_04
			mips_40_04_05
			mips_63_17_09
	at_At1g79810 -	mips_08_10	"putative RING finger protein"
			mips_25_05_10
			mips_30_19
			mips_40_19
	at_At2g02960	mips_04_99	"unknown protein"
	at_At2g37950 -	mips_25_05_15	"unknown protein"
			mips_33_03_13
			mips_35_03_12
			mips_35_03_17
			mips_40_09
	at_At2g45530	mips_04_99	"unknown protein"
			mips_14_04_03
			mips_14_04_03_03
	at_At3g19910 -	mips_08_22	"unknown protein"
			mips_63_17_09
	Validation Accuracy: 3/7 (42.86%)
	Validation Frequency class 'mips_04_99': 32/2885 (1.11%)

	Evaluation on propertest data (4430 items):
	at_At1g11020	mips_04_99	"unknown protein"
	at_At2g22120	mips_04_99	"hypothetical protein"
	at_At2g37150 -	mips_25	"putative protein with C-terminal RING finger"
			mips_25_05
			mips_25_05_15
			mips_30
			mips_30_04
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_01
			mips_63_17
			mips_63_17_09
	at_At3g20010 -	mips_03_01_05_01	"uteroglobin promoter-binding protein, RUSH-1alpha-like, putative"
	at_At3g47550	mips_04_99	"putative protein"
	at_At5g01070	mips_04_99	"putative protein"
	at_At5g18760	mips_04_99	"putative protein"
	at_At5g60580 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
	Propertest Accuracy: 5/8 (62.50%)
	Propertest Frequency class 'mips_04_99': 39/4430 (0.88%)

	New (unknown) data (2885 items):
	at_At1g69330 -	no entry	null
	at_At2g22010 -	no entry	null
	at_At5g03180 -	no entry	null
	at_At5g08750 -	no entry	null
	at_At5g38070 -	no entry	null
	at_At5g63780 -	no entry	null
	at_At5g05830 -	no entry	null


------------------
Rule 1350
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),seg(_orf_0) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	->  class mips_67_99 "other transport facilitators"

	Evaluation on training data (5760 items):
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At2g25810	mips_13_01	"putative aquaporin (tonoplast intrinsic protein)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g22960 -	mips_02_01	"pyruvate kinase like protein"
	at_At4g01470	mips_13	"putative water channel protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At4g17340	mips_08	"membrane channel like protein"
			mips_13_01
			mips_20
			mips_20_25
			mips_20_25_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_99
	at_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_At4g26390 -	mips_02	"pyruvate kinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_40_03
	Training Accuracy: 4/7 (57.14%)
	Training Frequency class 'mips_67_99': 52/5760 (0.90%)

	Evaluation on validation data (2885 items):
	at_At1g73190	mips_13_01	"tonoplast intrinsic protein, alpha (alpha-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_20_25_99
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g16240	mips_13_01	"delta tonoplast integral protein (delta-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g26520	mips_13_01	"salt-stress induced tonoplast intrinsic protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g53420	mips_20	"plasma membrane intrinsic protein 2a"
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_67
			mips_67_99
			mips_98
			mips_99
	at_At3g61430	mips_25_05_13	"plasma membrane intrinsic protein 1a"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At4g00430	mips_25_05_13	"transmembrane protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At4g18910	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At5g35790 -	mips_02_07	"glucose-6-phosphate dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g60660	mips_25_05_13	"mipC protein - like (aquaporin)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g63680 -	mips_02_01	"pyruvate kinase"
	Validation Accuracy: 8/10 (80.00%)
	Validation Frequency class 'mips_67_99': 40/2885 (1.39%)

	Evaluation on propertest data (4430 items):
	at_At1g01620	mips_25_05_13	"putative protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At1g17810	mips_13_01_01	"putative protein"
			mips_13_01_01_99
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g31880	mips_20_25	"hypothetical protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_99
	at_At2g29560 -	mips_01_05_01_01_01	"putative enolase (2-phospho-D-glycerate hydroylase)"
			mips_02_01
			mips_02_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
	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_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_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_At5g52920 -	mips_02_01	"pyruvate kinase"
	at_At5g63890 -	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	Propertest Accuracy: 6/9 (66.67%)
	Propertest Frequency class 'mips_67_99': 50/4430 (1.13%)

	New (unknown) data (2885 items):
	at_At5g15220 -	no entry	null


------------------
Rule 1348
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),seg(_orf_0) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	->  class mips_35_03 "animal tissue"

	Evaluation on training data (5760 items):
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At2g25810	mips_13_01	"putative aquaporin (tonoplast intrinsic protein)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g22960 -	mips_02_01	"pyruvate kinase like protein"
	at_At4g01470	mips_13	"putative water channel protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At4g17340	mips_08	"membrane channel like protein"
			mips_13_01
			mips_20
			mips_20_25
			mips_20_25_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_99
	at_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_At4g26390 -	mips_02	"pyruvate kinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_40_03
	Training Accuracy: 4/7 (57.14%)
	Training Frequency class 'mips_35_03': 183/5760 (3.18%)

	Evaluation on validation data (2885 items):
	at_At1g73190 -	mips_13_01	"tonoplast intrinsic protein, alpha (alpha-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_20_25_99
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g16240	mips_13_01	"delta tonoplast integral protein (delta-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g26520	mips_13_01	"salt-stress induced tonoplast intrinsic protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g53420	mips_20	"plasma membrane intrinsic protein 2a"
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_67
			mips_67_99
			mips_98
			mips_99
	at_At3g61430	mips_25_05_13	"plasma membrane intrinsic protein 1a"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At4g00430	mips_25_05_13	"transmembrane protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At4g18910 -	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At5g35790 -	mips_02_07	"glucose-6-phosphate dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g60660	mips_25_05_13	"mipC protein - like (aquaporin)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g63680 -	mips_02_01	"pyruvate kinase"
	Validation Accuracy: 6/10 (60.00%)
	Validation Frequency class 'mips_35_03': 94/2885 (3.26%)

	Evaluation on propertest data (4430 items):
	at_At1g01620	mips_25_05_13	"putative protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At1g17810 -	mips_13_01_01	"putative protein"
			mips_13_01_01_99
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g31880 -	mips_20_25	"hypothetical protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_99
	at_At2g29560 -	mips_01_05_01_01_01	"putative enolase (2-phospho-D-glycerate hydroylase)"
			mips_02_01
			mips_02_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
	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_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_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_At5g52920 -	mips_02_01	"pyruvate kinase"
	at_At5g63890 -	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	Propertest Accuracy: 4/9 (44.44%)
	Propertest Frequency class 'mips_35_03': 157/4430 (3.54%)

	New (unknown) data (2885 items):
	at_At5g15220 -	no entry	null


------------------
Rule 2454
	ipr_Myb_DNA-binding_domain(_orf_0,_ipr_1),seg(_orf_0) = 0
	ipr_Cyclin-like_F-box(_orf_0,_ipr_1),profscan_fbox(_orf_0,_profscan_id_2) = 1
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),seg(_orf_0) = 0
	->  class mips_06_99 "other protein fate related activities"

	Evaluation on training data (5760 items):
	at_At1g23770 -	mips_01_01_04	"unknown protein"
			mips_06_07_05
			mips_06_13_01
			mips_06_13_01_01
	at_At1g56240	mips_06_99	"hypothetical protein"
	at_At1g56250	mips_06_99	"hypothetical protein"
	at_At2g02230	mips_06_99	"putative phloem-specific lectin"
	at_At2g02250	mips_06_99	"lectin-like protein"
	at_At2g02310	mips_06_99	"putative phloem-specific lectin"
	at_At2g02320	mips_06_99	"hypothetical protein"
	at_At2g02360	mips_06_99	"putative phloem-specific lectin"
	at_At5g21040 -	mips_06_07_05	"unknown protein"
	at_At5g24560	mips_06_99	"phloem-specific lectin-like protein"
	at_At5g56180 -	mips_13_05	"putative protein"
			mips_30_04_03
	Training Accuracy: 8/11 (72.73%)
	Training Frequency class 'mips_06_99': 29/5760 (0.50%)

	Evaluation on validation data (2885 items):
	at_At1g22040 -	mips_30	"hypothetical protein"
			mips_30_04
			mips_40_04
			mips_63_01
	at_At1g23780 -	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04
			mips_25_05
			mips_63_01
	at_At2g02340	mips_06_99	"putative phloem-specific lectin"
	at_At2g02350	mips_06_99	"SKP1 interacting partner 3 (SKIP3)"
	at_At2g23880 -	mips_03	"putative non-LTR retroelement reverse transcriptase"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_29_02
	at_At3g60350 -	mips_05	"Arm repeat containing protein - like"
			mips_06_04
			mips_40_10_05
	at_At3g61060	mips_06_99	"unknown protein"
	at_At4g05470 -	mips_06_13	"N7 -like protein"
			mips_11_05
			mips_11_05_01
			mips_25_03
	at_At4g05490 -	mips_06	"N7 -like protein"
			mips_06_13
			mips_25
			mips_25_03
			mips_98
	Validation Accuracy: 3/9 (33.33%)
	Validation Frequency class 'mips_06_99': 11/2885 (0.38%)

	Evaluation on propertest data (4430 items):
	at_At1g21760 -	mips_03_03	"unknown protein"
			mips_03_03_01
			mips_06_07
			mips_06_07_05
			mips_06_13
	at_At2g02270	mips_06_99	"putative phloem-specific lectin"
	at_At3g52030 -	mips_01_01_04	"hypothetical protein"
			mips_06_07_05
			mips_06_13_01
	at_At3g53000	mips_06_99	"putative protein"
	at_At4g05480 -	mips_25_03	"N7 -like protein"
	at_At4g05500 -	mips_06_13	""
			mips_25_03
	at_At4g33160 -	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_99
	at_At5g26960 -	mips_11_01_01	"putative protein"
			mips_11_01_09
			mips_25_05_25
	at_At5g52120	mips_06_99	"putative protein"
	at_At5g57360 -	mips_63_07	"FKF1-like protein 2 (gb|AAF32300.1)"
	Propertest Accuracy: 3/10 (30.00%)
	Propertest Frequency class 'mips_06_99': 16/4430 (0.36%)

	New (unknown) data (2885 items):
	at_At1g16930 -	no entry	null
	at_At1g19930 -	no entry	null
	at_At1g30780 -	no entry	null
	at_At1g31090 -	no entry	null
	at_At1g32430 -	no entry	null
	at_At1g33530 -	no entry	null
	at_At1g48400 -	no entry	null
	at_At1g51550 -	no entry	null
	at_At1g52650 -	no entry	null
	at_At1g53370 -	no entry	null
	at_At1g53790 -	no entry	null
	at_At1g55660 -	no entry	null
	at_At1g56400 -	no entry	null
	at_At1g58090 -	no entry	null
	at_At1g60410 -	no entry	null
	at_At1g61540 -	no entry	null
	at_At1g64540 -	no entry	null
	at_At1g66290 -	no entry	null
	at_At1g66490 -	no entry	null
	at_At1g67130 -	no entry	null
	at_At1g69630 -	no entry	null
	at_At1g70360 -	no entry	null
	at_At1g71320 -	no entry	null
	at_At1g76920 -	no entry	null
	at_At2g27520 -	no entry	null
	at_At2g29820 -	no entry	null
	at_At2g29830 -	no entry	null
	at_At2g32560 -	no entry	null
	at_At2g41170 -	no entry	null
	at_At2g42730 -	no entry	null
	at_At3g08750 -	no entry	null
	at_At3g17400 -	no entry	null
	at_At3g18980 -	no entry	null
	at_At3g20710 -	no entry	null
	at_At3g21120 -	no entry	null
	at_At3g21130 -	mips_99	"hypothetical protein"
	at_At3g22700 -	no entry	null
	at_At3g23950 -	no entry	null
	at_At3g24700 -	no entry	null
	at_At3g26920 -	no entry	null
	at_At3g42770 -	no entry	null
	at_At3g44080 -	no entry	null
	at_At3g46050 -	no entry	null
	at_At3g58920 -	no entry	null
	at_At3g59000 -	no entry	null
	at_At3g59610 -	no entry	null
	at_At3g60710 -	no entry	null
	at_At4g00160 -	no entry	null
	at_At4g03220 -	no entry	null
	at_At4g10400 -	no entry	null
	at_At4g11770 -	no entry	null
	at_At4g21510 -	no entry	null
	at_At4g22170 -	no entry	null
	at_At4g23580 -	no entry	null
	at_At4g29370 -	no entry	null
	at_At4g33290 -	no entry	null
	at_At4g35120 -	no entry	null
	at_At4g38940 -	no entry	null
	at_At4g39240 -	no entry	null
	at_At4g39560 -	no entry	null
	at_At4g39750 -	no entry	null
	at_At5g02930 -	no entry	null
	at_At5g02980 -	no entry	null
	at_At5g18780 -	no entry	null
	at_At5g22700 -	no entry	null
	at_At5g22720 -	no entry	null
	at_At5g22730 -	no entry	null
	at_At5g25860 -	no entry	null
	at_At5g28180 -	no entry	null
	at_At5g36820 -	no entry	null
	at_At5g39450 -	no entry	null
	at_At5g39460 -	no entry	null
	at_At5g39480 -	no entry	null
	at_At5g42360 -	no entry	null
	at_At5g44220 -	no entry	null
	at_At5g44950 -	no entry	null
	at_At5g44960 -	no entry	null
	at_At5g44980 -	no entry	null
	at_At5g45360 -	no entry	null
	at_At5g48980 -	no entry	null
	at_At5g48990 -	no entry	null
	at_At5g50220 -	no entry	null
	at_At5g52460 -	no entry	null
	at_At5g53630 -	no entry	null
	at_At5g56370 -	no entry	null
	at_At5g56420 -	no entry	null
	at_At5g56430 -	no entry	null
	at_At5g56810 -	no entry	null
	at_At5g56820 -	no entry	null
	at_At1g05080 -	no entry	null
	at_At1g06630 -	no entry	null
	at_At1g11620 -	no entry	null
	at_At1g12190 -	no entry	null
	at_At1g13570 -	no entry	null
	at_At1g15680 -	no entry	null
	at_At1g16940 -	no entry	null
	at_At1g20800 -	no entry	null
	at_At1g22000 -	no entry	null
	at_At1g27340 -	no entry	null
	at_At1g30930 -	no entry	null
	at_At1g30950 -	no entry	null
	at_At1g32370 -	no entry	null
	at_At1g51320 -	no entry	null
	at_At1g51370 -	no entry	null
	at_At1g52480 -	no entry	null
	at_At1g55030 -	no entry	null
	at_At1g60570 -	no entry	null
	at_At1g61340 -	no entry	null
	at_At1g65990 -	mips_99	""
	at_At1g66310 -	no entry	null
	at_At1g70390 -	no entry	null
	at_At1g77880 -	no entry	null
	at_At1g78760 -	no entry	null
	at_At1g80960 -	no entry	null
	at_At2g02030 -	no entry	null
	at_At2g04920 -	no entry	null
	at_At2g05300 -	no entry	null
	at_At2g11200 -	no entry	null
	at_At2g14500 -	no entry	null
	at_At2g14710 -	no entry	null
	at_At2g17310 -	no entry	null
	at_At2g17830 -	no entry	null
	at_At2g20380 -	no entry	null
	at_At2g22050 -	no entry	null
	at_At2g26860 -	no entry	null
	at_At2g29910 -	no entry	null
	at_At2g42720 -	no entry	null
	at_At3g10430 -	no entry	null
	at_At3g12350 -	no entry	null
	at_At3g13625 -	no entry	null
	at_At3g13680 -	no entry	null
	at_At3g16590 -	no entry	null
	at_At3g17270 -	no entry	null
	at_At3g17320 -	no entry	null
	at_At3g17530 -	no entry	null
	at_At3g17540 -	mips_99	"hypothetical protein"
	at_At3g17560 -	no entry	null
	at_At3g18340 -	no entry	null
	at_At3g19410 -	no entry	null
	at_At3g21410 -	no entry	null
	at_At3g22350 -	no entry	null
	at_At3g22710 -	no entry	null
	at_At3g22720 -	no entry	null
	at_At3g23260 -	no entry	null
	at_At3g43710 -	no entry	null
	at_At3g44060 -	no entry	null
	at_At3g44090 -	no entry	null
	at_At3g44130 -	no entry	null
	at_At3g49030 -	no entry	null
	at_At3g49450 -	no entry	null
	at_At3g52670 -	no entry	null
	at_At3g54460 -	no entry	null
	at_At3g55900 -	no entry	null
	at_At3g56780 -	no entry	null
	at_At3g57580 -	no entry	null
	at_At3g57590 -	no entry	null
	at_At3g58820 -	no entry	null
	at_At3g58860 -	mips_99	"putative protein"
	at_At3g58880 -	no entry	null
	at_At3g58900 -	no entry	null
	at_At3g58950 -	no entry	null
	at_At3g58980 -	no entry	null
	at_At3g59150 -	no entry	null
	at_At3g59190 -	no entry	null
	at_At3g59200 -	no entry	null
	at_At3g59250 -	no entry	null
	at_At4g00320 -	no entry	null
	at_At4g04690 -	no entry	null
	at_At4g09870 -	no entry	null
	at_At4g10740 -	no entry	null
	at_At4g11750 -	no entry	null
	at_At4g13980 -	no entry	null
	at_At4g18380 -	no entry	null
	at_At4g26350 -	no entry	null
	at_At4g27050 -	no entry	null
	at_At4g39570 -	no entry	null
	at_At4g39760 -	no entry	null
	at_At5g02910 -	no entry	null
	at_At5g02920 -	no entry	null
	at_At5g03100 -	no entry	null
	at_At5g15620 -	no entry	null
	at_At5g15710 -	no entry	null
	at_At5g22660 -	no entry	null
	at_At5g28160 -	no entry	null
	at_At5g36730 -	no entry	null
	at_At5g38390 -	no entry	null
	at_At5g39250 -	no entry	null
	at_At5g39490 -	no entry	null
	at_At5g39560 -	no entry	null
	at_At5g40050 -	no entry	null
	at_At5g41500 -	no entry	null
	at_At5g41840 -	no entry	null
	at_At5g42460 -	no entry	null
	at_At5g51250 -	no entry	null
	at_At5g53840 -	no entry	null
	at_At5g54820 -	no entry	null
	at_At5g56400 -	no entry	null
	at_At5g56440 -	no entry	null
	at_At5g56560 -	no entry	null
	at_At5g60610 -	no entry	null
	at_At1g11270 -	no entry	null
	at_At1g47300 -	no entry	null
	at_At1g50980 -	no entry	null
	at_At1g58310 -	no entry	null
	at_At1g60400 -	no entry	null
	at_At1g67390 -	no entry	null
	at_At1g70960 -	no entry	null
	at_At1g76830 -	no entry	null
	at_At1g78280 -	no entry	null
	at_At1g78750 -	no entry	null
	at_At1g80570 -	no entry	null
	at_At2g04230 -	no entry	null
	at_At2g21930 -	no entry	null
	at_At2g26030 -	no entry	null
	at_At2g26850 -	no entry	null
	at_At3g16740 -	no entry	null
	at_At3g17570 -	no entry	null
	at_At3g17710 -	no entry	null
	at_At3g18330 -	no entry	null
	at_At3g18910 -	no entry	null
	at_At3g19560 -	no entry	null
	at_At3g23970 -	no entry	null
	at_At3g24760 -	no entry	null
	at_At3g25460 -	no entry	null
	at_At3g29830 -	no entry	null
	at_At3g44810 -	no entry	null
	at_At3g47030 -	no entry	null
	at_At3g49020 -	no entry	null
	at_At3g52680 -	no entry	null
	at_At3g58910 -	no entry	null
	at_At3g59160 -	no entry	null
	at_At3g59170 -	no entry	null
	at_At3g59210 -	no entry	null
	at_At3g60790 -	no entry	null
	at_At4g07400 -	no entry	null
	at_At4g13960 -	no entry	null
	at_At4g23960 -	no entry	null
	at_At4g29970 -	no entry	null
	at_At4g39590 -	no entry	null
	at_At5g22610 -	no entry	null
	at_At5g22670 -	mips_99	"unknown protein"
	at_At5g25290 -	no entry	null
	at_At5g27750 -	no entry	null
	at_At5g39470 -	no entry	null
	at_At5g41510 -	no entry	null
	at_At5g42350 -	no entry	null
	at_At5g49610 -	no entry	null
	at_At5g52880 -	no entry	null
	at_At5g62060 -	no entry	null
	at_At5g67140 -	no entry	null


------------------
Rule 1339
	profscan(_orf_0,_profscan_id_1,_ipr_2),seg(_orf_0) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	->  class mips_13_01 "ionic homeostasis"

	Evaluation on training data (5760 items):
	at_At1g07210 -	mips_05_01	"putative protein"
			mips_05_01_01
			mips_63_03_03
	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_At1g15390 -	mips_05_04	"peptide deformylase-like protein"
			mips_05_99
			mips_06_07_09
	at_At1g15960	mips_08_19	""
			mips_08_99
			mips_11_05_01
			mips_11_05_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20_25
			mips_20_25_16
			mips_67_04
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At1g47240	mips_08_19	"stress response protein Nramp2"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	at_At2g25810	mips_13_01	"putative aquaporin (tonoplast intrinsic protein)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At2g45270 -	mips_06_13	"sialoglycoprotease GCP1 (GCP1)"
			mips_06_99
	at_At4g01470	mips_13	"putative water channel protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At4g17340	mips_08	"membrane channel like protein"
			mips_13_01
			mips_20
			mips_20_25
			mips_20_25_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_99
	at_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_At4g26390 -	mips_02	"pyruvate kinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_40_03
	at_At5g67330	mips_08_19	"natural resistance-associated macrophage protein"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	Training Accuracy: 6/13 (46.15%)
	Training Frequency class 'mips_13_01': 150/5760 (2.60%)

	Evaluation on validation data (2885 items):
	at_At1g73190	mips_13_01	"tonoplast intrinsic protein, alpha (alpha-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_20_25_99
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g80830	mips_08_19	"metal ion transporter"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_20_25
			mips_20_25_16
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At3g16240	mips_13_01	"delta tonoplast integral protein (delta-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g26520	mips_13_01	"salt-stress induced tonoplast intrinsic protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g53420 -	mips_20	"plasma membrane intrinsic protein 2a"
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_67
			mips_67_99
			mips_98
			mips_99
	at_At3g61430 -	mips_25_05_13	"plasma membrane intrinsic protein 1a"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At4g00430 -	mips_25_05_13	"transmembrane protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At4g11630 -	mips_05_01_01	"putative protein"
	at_At4g18790	mips_08_19	"ion transporter - like protein"
			mips_11_05_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At4g18910 -	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At5g35790 -	mips_02_07	"glucose-6-phosphate dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g60660 -	mips_25_05_13	"mipC protein - like (aquaporin)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g63680 -	mips_02_01	"pyruvate kinase"
	Validation Accuracy: 5/13 (38.46%)
	Validation Frequency class 'mips_13_01': 79/2885 (2.74%)

	Evaluation on propertest data (4430 items):
	at_At1g01620 -	mips_25_05_13	"putative protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At1g17810	mips_13_01_01	"putative protein"
			mips_13_01_01_99
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g24240 -	mips_05_01	"Unknown protein (F3I6.17)"
			mips_05_01_01
	at_At1g31880 -	mips_20_25	"hypothetical protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_99
	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_At2g29560 -	mips_01_05_01_01_01	"putative enolase (2-phospho-D-glycerate hydroylase)"
			mips_02_01
			mips_02_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
	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_At5g11750 -	mips_05_01	"putative protein"
			mips_05_01_01
	at_At5g14660 -	mips_05_99	"unknown protein"
			mips_06_07_09
	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_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_At5g52920 -	mips_02_01	"pyruvate kinase"
	at_At5g63890 -	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	Propertest Accuracy: 3/13 (23.08%)
	Propertest Frequency class 'mips_13_01': 99/4430 (2.23%)

	New (unknown) data (2885 items):
	at_At1g70330 -	mips_08	"unknown protein (At1g70330)"
			mips_20
	at_At3g27160 -	no entry	null
	at_At5g15220 -	no entry	null


------------------
Rule 2517
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3),coil(_orf_0) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),coil(_orf_0) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),coil(_orf_0) = 1
	->  class mips_63_06 "motor protein"

	Evaluation on training data (5760 items):
	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_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_At1g10290	mips_03_03_01_01	"putative phragmoplastin"
			mips_13_03
			mips_13_03_01
			mips_63_06
	at_At1g17580 -	mips_20_25_01	"myosin"
			mips_20_25_01_01
			mips_30_03
	at_At1g18370	mips_30	"AtNACK1 kinesin-like protein (AtNACK1)"
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g21730	mips_30_04	"kinesin-related protein (MKRP1)"
			mips_40_07
			mips_63_06
	at_At1g50360	mips_13	"myosin, putative"
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
			mips_99
	at_At1g72250	mips_30_04	"kinesin, putative"
			mips_40_07
			mips_63_06
	at_At2g05390 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g20290	mips_03_03_03	"putative myosin heavy chain"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_13_11
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_30_25
			mips_40_04
			mips_63_06
	at_At2g21300	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At2g21380	mips_08	"putative kinesin heavy chain"
			mips_08_22
			mips_08_22_01
			mips_25
			mips_25_05
			mips_25_05_19
			mips_25_05_19_09
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_04
			mips_40_16
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g22610	mips_08_22	"putative kinesin heavy chain"
			mips_08_99
			mips_63_06
	at_At2g31900	mips_08	"putative unconventional myosin"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_14_04_03
			mips_14_04_03_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_07
			mips_30
			mips_30_03
			mips_30_04
			mips_30_04_03
			mips_30_25
			mips_33
			mips_33_03
			mips_33_03_23
			mips_40
			mips_40_03
			mips_40_04
			mips_43
			mips_43_03
			mips_43_03_23
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At2g36200	mips_08_22	"putative kinesin-related cytokinesis protein"
			mips_63_06
	at_At2g37420	mips_63_06	"putative kinesin heavy chain"
	at_At3g12020	mips_08_22	"hypothetical protein"
			mips_63_06
	at_At3g16060	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_63_06
	at_At3g23670	mips_06_04	"hypothetical protein"
			mips_30
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g44730	mips_06_04	"kinesin-like protein heavy chain (KP1)"
			mips_08
			mips_08_99
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_40_16
			mips_63_06
	at_At4g04420 -	mips_29_02	"putative transposon protein"
	at_At4g19150 -	mips_63_07	"ankyrin-like protein"
	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_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_At4g38950	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At4g39050	mips_08_22	"kinesin like protein"
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g06670	mips_08_22	"kinesin heavy chain-like protein"
			mips_63_06
	at_At5g10470	mips_03_03_02	"putative protein"
			mips_30_04
			mips_63_06
	at_At5g27000	mips_08	"kinesin-like heavy chain (KATD)"
			mips_08_22
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_63_06
	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_At5g47820	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At5g49930 -	mips_11_05_05	"putative protein"
			mips_13_07
	at_At5g51280 -	mips_04_05_05_11	"DEAD-box protein abstrakt"
			mips_05_04_01
			mips_14_10
			mips_14_10_02
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_05
			mips_47_03_05_01
	at_At5g54670	mips_08	"heavy chain polypeptide of kinesin-like protein (katC)"
			mips_08_22
			mips_08_99
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g60930	mips_08_22	"microtubule-associated motor - like"
			mips_08_22_01
			mips_63_06
	at_At5g65930	mips_08_99	"kinesin-like calmodulin-binding protein"
			mips_30
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g66310	mips_06	"kinesin heavy chain DNA binding protein-like"
			mips_06_04
			mips_08
			mips_08_22
			mips_30
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	Training Accuracy: 31/37 (83.78%)
	Training Frequency class 'mips_63_06': 119/5760 (2.07%)

	Evaluation on validation data (2885 items):
	at_At1g04600	mips_30_03	"putative myosin heavy chain"
			mips_30_04
			mips_63_06
	at_At1g09170 -	mips_08_99	"putative kinesin"
	at_At1g18550	mips_08_99	"hypothetical protein"
			mips_63_06
	at_At1g54560	mips_20_25_01	""
			mips_20_25_01_01
			mips_30_03
			mips_63_06
			mips_63_07
	at_At1g63640	mips_08_22	"kinesin-like protein"
			mips_08_99
			mips_63_06
	at_At2g28620	mips_08_22	"putative kinesin-like spindle protein"
			mips_40_04
			mips_63_06
	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_At3g16630	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_30_04_05
			mips_40_04_05
			mips_63_06
	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_At3g49650	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At4g14330	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_63_06
	at_At5g13300 -	mips_62_02_01_01	"putative protein"
	at_At5g27550	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	Validation Accuracy: 10/13 (76.92%)
	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_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_At1g18410	mips_08_99	"kinesin-related protein, putative"
			mips_30_04
			mips_63_06
	at_At1g20060	mips_63_06	"hypothetical protein"
	at_At1g55550	mips_08_22	""
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_63_06
	at_At1g59540	mips_63_06	"zcf125 kinesin-like protein"
	at_At1g59610	mips_03_03	"dynamin-like protein CF1"
			mips_03_03_01
			mips_03_03_01_01
			mips_06_04
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_02
			mips_63_06
	at_At2g33240	mips_20_25_01	"putative myosin heavy chain"
			mips_20_25_01_01
			mips_30_03
			mips_63_06
	at_At2g47500	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_63_06
	at_At3g10180	mips_08_22	"putative kinesin-like centromere protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At3g10310	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_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_At3g19960	mips_20_25_01	"myosin"
			mips_20_25_01_01
			mips_63_06
	at_At3g21540 -	mips_03_03_02	"WD repeat like protein"
			mips_10_01_05_05
			mips_10_01_05_05_03
	at_At3g44050	mips_63_06	"kinesin -like protein"
	at_At3g45850	mips_08_22	"kinesin-related protein - like"
			mips_63_06
	at_At3g50240	mips_08_22	"kinesin-related protein (kicp-02)"
			mips_63_06
	at_At3g51150	mips_30_04	"putative protein"
			mips_40_04
			mips_40_16
			mips_63_06
	at_At3g54870	mips_08_22	"kinesin-like protein"
			mips_63_06
	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_At4g14150	mips_30_04	"kinesin like protein"
			mips_40_04
			mips_63_06
	at_At4g28710	mips_06_04	"myosin heavy chain - like protein (fragment)"
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_63_06
	at_At4g33200	mips_06_04	"myosin - like protein"
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_63_06
	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_At5g27950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g41310	mips_08_99	"kinesin-like protein"
			mips_63_06
	at_At5g42490	mips_08_22	"kinesin heavy chain-like protein"
			mips_08_22_01
			mips_63_06
	at_At5g54280	mips_20_25_01	"myosin heavy chain"
			mips_20_25_01_01
			mips_63_06
	at_At5g65460	mips_03	"putative protein"
			mips_03_03
			mips_03_03_02
			mips_08
			mips_08_99
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	Propertest Accuracy: 28/29 (96.55%)
	Propertest Frequency class 'mips_63_06': 103/4430 (2.33%)

	New (unknown) data (2885 items):
	at_At1g73860 -	no entry	null
	at_At2g19840 -	no entry	null
	at_At4g05190 -	no entry	null
	at_At4g27370 -	no entry	null
	at_At2g07550 -	no entry	null
	at_At4g24170 -	no entry	null


------------------
Rule 2518
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3),coil(_orf_0) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),coil(_orf_0) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),coil(_orf_0) = 1
	->  class mips_08_22 "cytoskeleton-dependent transport"

	Evaluation on training data (5760 items):
	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_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_At1g10290 -	mips_03_03_01_01	"putative phragmoplastin"
			mips_13_03
			mips_13_03_01
			mips_63_06
	at_At1g17580 -	mips_20_25_01	"myosin"
			mips_20_25_01_01
			mips_30_03
	at_At1g18370 -	mips_30	"AtNACK1 kinesin-like protein (AtNACK1)"
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At1g21730 -	mips_30_04	"kinesin-related protein (MKRP1)"
			mips_40_07
			mips_63_06
	at_At1g50360 -	mips_13	"myosin, putative"
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_03
			mips_40_04
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
			mips_99
	at_At1g72250 -	mips_30_04	"kinesin, putative"
			mips_40_07
			mips_63_06
	at_At2g05390 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_02
			mips_29_99
	at_At2g20290	mips_03_03_03	"putative myosin heavy chain"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_13_11
			mips_14_04_03
			mips_14_04_03_01
			mips_14_04_03_03
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_30_25
			mips_40_04
			mips_63_06
	at_At2g21300	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At2g21380	mips_08	"putative kinesin heavy chain"
			mips_08_22
			mips_08_22_01
			mips_25
			mips_25_05
			mips_25_05_19
			mips_25_05_19_09
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_04
			mips_40_16
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At2g22610	mips_08_22	"putative kinesin heavy chain"
			mips_08_99
			mips_63_06
	at_At2g31900	mips_08	"putative unconventional myosin"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_14_04_03
			mips_14_04_03_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_07
			mips_30
			mips_30_03
			mips_30_04
			mips_30_04_03
			mips_30_25
			mips_33
			mips_33_03
			mips_33_03_23
			mips_40
			mips_40_03
			mips_40_04
			mips_43
			mips_43_03
			mips_43_03_23
			mips_63
			mips_63_01
			mips_63_06
			mips_63_07
			mips_63_19
	at_At2g36200	mips_08_22	"putative kinesin-related cytokinesis protein"
			mips_63_06
	at_At2g37420 -	mips_63_06	"putative kinesin heavy chain"
	at_At3g12020	mips_08_22	"hypothetical protein"
			mips_63_06
	at_At3g16060	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_63_06
	at_At3g23670 -	mips_06_04	"hypothetical protein"
			mips_30
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g44730 -	mips_06_04	"kinesin-like protein heavy chain (KP1)"
			mips_08
			mips_08_99
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_40_16
			mips_63_06
	at_At4g04420 -	mips_29_02	"putative transposon protein"
	at_At4g19150 -	mips_63_07	"ankyrin-like protein"
	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_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_At4g38950	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At4g39050	mips_08_22	"kinesin like protein"
			mips_30
			mips_30_04
			mips_40
			mips_40_03
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g06670	mips_08_22	"kinesin heavy chain-like protein"
			mips_63_06
	at_At5g10470 -	mips_03_03_02	"putative protein"
			mips_30_04
			mips_63_06
	at_At5g27000	mips_08	"kinesin-like heavy chain (KATD)"
			mips_08_22
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_63_06
	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_At5g47820	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At5g49930 -	mips_11_05_05	"putative protein"
			mips_13_07
	at_At5g51280 -	mips_04_05_05_11	"DEAD-box protein abstrakt"
			mips_05_04_01
			mips_14_10
			mips_14_10_02
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47_03_05
			mips_47_03_05_01
	at_At5g54670	mips_08	"heavy chain polypeptide of kinesin-like protein (katC)"
			mips_08_22
			mips_08_99
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g60930	mips_08_22	"microtubule-associated motor - like"
			mips_08_22_01
			mips_63_06
	at_At5g65930 -	mips_08_99	"kinesin-like calmodulin-binding protein"
			mips_30
			mips_30_04
			mips_40_04
			mips_40_16
			mips_63_01
			mips_63_06
			mips_63_19
	at_At5g66310	mips_06	"kinesin heavy chain DNA binding protein-like"
			mips_06_04
			mips_08
			mips_08_22
			mips_30
			mips_30_04
			mips_40_04
			mips_40_07
			mips_40_08
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	Training Accuracy: 20/37 (54.05%)
	Training Frequency class 'mips_08_22': 36/5760 (0.62%)

	Evaluation on validation data (2885 items):
	at_At1g04600 -	mips_30_03	"putative myosin heavy chain"
			mips_30_04
			mips_63_06
	at_At1g09170 -	mips_08_99	"putative kinesin"
	at_At1g18550 -	mips_08_99	"hypothetical protein"
			mips_63_06
	at_At1g54560 -	mips_20_25_01	""
			mips_20_25_01_01
			mips_30_03
			mips_63_06
			mips_63_07
	at_At1g63640	mips_08_22	"kinesin-like protein"
			mips_08_99
			mips_63_06
	at_At2g28620	mips_08_22	"putative kinesin-like spindle protein"
			mips_40_04
			mips_63_06
	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_At3g16630	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_30_04_05
			mips_40_04_05
			mips_63_06
	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_At3g49650	mips_08_22	"kinesin-like protein"
			mips_63_06
	at_At4g14330	mips_08_22	"kinesin like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_63_06
	at_At5g13300 -	mips_62_02_01_01	"putative protein"
	at_At5g27550	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	Validation Accuracy: 7/13 (53.85%)
	Validation Frequency class 'mips_08_22': 23/2885 (0.80%)

	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_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_At1g18410 -	mips_08_99	"kinesin-related protein, putative"
			mips_30_04
			mips_63_06
	at_At1g20060 -	mips_63_06	"hypothetical protein"
	at_At1g55550	mips_08_22	""
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04
			mips_30_04_05
			mips_63_06
	at_At1g59540 -	mips_63_06	"zcf125 kinesin-like protein"
	at_At1g59610 -	mips_03_03	"dynamin-like protein CF1"
			mips_03_03_01
			mips_03_03_01_01
			mips_06_04
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_02
			mips_63_06
	at_At2g33240 -	mips_20_25_01	"putative myosin heavy chain"
			mips_20_25_01_01
			mips_30_03
			mips_63_06
	at_At2g47500	mips_08_22	"putative kinesin heavy chain"
			mips_08_22_01
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_05
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_63_06
	at_At3g10180	mips_08_22	"putative kinesin-like centromere protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_40_08
			mips_63_06
	at_At3g10310	mips_08_22	"kinesin-like protein"
			mips_08_22_01
			mips_08_99
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_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_At3g19960 -	mips_20_25_01	"myosin"
			mips_20_25_01_01
			mips_63_06
	at_At3g21540 -	mips_03_03_02	"WD repeat like protein"
			mips_10_01_05_05
			mips_10_01_05_05_03
	at_At3g44050 -	mips_63_06	"kinesin -like protein"
	at_At3g45850	mips_08_22	"kinesin-related protein - like"
			mips_63_06
	at_At3g50240	mips_08_22	"kinesin-related protein (kicp-02)"
			mips_63_06
	at_At3g51150 -	mips_30_04	"putative protein"
			mips_40_04
			mips_40_16
			mips_63_06
	at_At3g54870	mips_08_22	"kinesin-like protein"
			mips_63_06
	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_At4g14150 -	mips_30_04	"kinesin like protein"
			mips_40_04
			mips_63_06
	at_At4g28710 -	mips_06_04	"myosin heavy chain - like protein (fragment)"
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_63_06
	at_At4g33200 -	mips_06_04	"myosin - like protein"
			mips_13_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_03
			mips_40_04
			mips_63_06
	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_At5g27950	mips_08_22	"unknown protein"
			mips_08_22_01
			mips_25_05_19
			mips_25_05_19_09
			mips_30_04_05
			mips_63_06
	at_At5g41310 -	mips_08_99	"kinesin-like protein"
			mips_63_06
	at_At5g42490	mips_08_22	"kinesin heavy chain-like protein"
			mips_08_22_01
			mips_63_06
	at_At5g54280 -	mips_20_25_01	"myosin heavy chain"
			mips_20_25_01_01
			mips_63_06
	at_At5g65460 -	mips_03	"putative protein"
			mips_03_03
			mips_03_03_02
			mips_08
			mips_08_99
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_06
			mips_63_19
	Propertest Accuracy: 11/29 (37.93%)
	Propertest Frequency class 'mips_08_22': 25/4430 (0.56%)

	New (unknown) data (2885 items):
	at_At1g73860 -	no entry	null
	at_At2g19840 -	no entry	null
	at_At4g05190 -	no entry	null
	at_At4g27370 -	no entry	null
	at_At2g07550 -	no entry	null
	at_At4g24170 -	no entry	null


------------------
Rule 316
	hmmpfam_f_box(_orf_0,_hmmpfam_id_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	->  class mips_67_13 "lipid transporters"

	Evaluation on training data (5760 items):
	at_At1g03860 -	mips_03_01_03	"putative prohibitin 2"
			mips_10_01_11
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	at_At1g55260	mips_08_16	"unknown protein"
			mips_08_99
			mips_67_13
	at_At2g18370	mips_01	"putative lipid transfer protein"
			mips_01_06
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30
			mips_30_02
			mips_67
			mips_67_13
	at_At2g38540	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At2g44290	mips_08_16	"non-specific lipid transfer protein (nLTP) like protein"
			mips_08_99
			mips_67_13
	at_At2g44300	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At2g48130	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At3g08770	mips_01_06	"putative nonspecific lipid-transfer protein"
			mips_01_06_13
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g27280 -	mips_03_01_03	"prohibitin, putative"
			mips_10_01_11
			mips_14_01
			mips_14_01_03
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_25_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	at_At4g08670	mips_01_06_13	"lipid transfer protein - like predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At4g28510 -	mips_10_01_11	"prohibitin-like protein"
			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
			mips_45_03
			mips_45_03_03
	at_At5g04110 -	mips_03_01_03_01	"DNA gyrase subunit B - like protein"
			mips_40_37
	at_At5g09370	mips_01_06	"putative lipid transfer protein, predicted GPI-anchored protein"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_08_99
			mips_30
			mips_30_02
			mips_40_02
			mips_67
			mips_67_13
	at_At5g40770 -	mips_10_01_11	"prohibitin (gb|AAC49691.1)"
			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
			mips_45_03
			mips_45_03_03
	at_At5g54100 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_30
			mips_30_02
			mips_30_04
			mips_40_04
			mips_62_01_01
			mips_62_01_07
			mips_63_01
			mips_63_09
			mips_67
			mips_67_01
			mips_67_01_01
			mips_98
	at_At5g59310	mips_01_06_13	"nonspecific lipid-transfer protein precursor - like"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g64080	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	Training Accuracy: 11/17 (64.71%)
	Training Frequency class 'mips_67_13': 51/5760 (0.89%)

	Evaluation on validation data (2885 items):
	at_At1g50840 -	mips_40_37	"unknown protein"
	at_At2g13830	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At2g38530	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g20540 -	mips_40_37	"DNA polymerase, putative"
	at_At3g51590	mips_01_06_13	"lipid transfer protein-like protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g51600	mips_01_06_13	"non-specific lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g39830 -	mips_06_07_11	"DegP protease-like protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At5g59320	mips_01_06	"nonspecific lipid-transfer protein precursor - like"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30_02
			mips_67_13
	Validation Accuracy: 5/8 (62.50%)
	Validation Frequency class 'mips_67_13': 21/2885 (0.73%)

	Evaluation on propertest data (4430 items):
	at_At2g15050	mips_01_06_13	"putative lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At2g20530 -	mips_03_01_03	"putative 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_At3g22600	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At3g45140 -	mips_01_06_10	"lipoxygenase (AtLox2)"
			mips_47_03_13
	at_At5g01870	mips_01_06_13	"lipid-transfer protein-like"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g14300 -	mips_03_01_03	"prohibitin - like protein"
			mips_10_01_11
			mips_14_01
			mips_14_01_03
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_25_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	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
	Propertest Accuracy: 3/7 (42.86%)
	Propertest Frequency class 'mips_67_13': 28/4430 (0.63%)

	New (unknown) data (2885 items):
	at_At4g27160 -	mips_65	"NWMU3 - 2S albumin 3 precursor"
	at_At4g27170 -	mips_65	"NWMU4 - 2S albumin 4 precursor"
	at_At4g27580 -	no entry	null
	at_At2g37870 -	no entry	null
	at_At4g27150 -	mips_65	"NWMU2 - 2S albumin 2 precursor"
	at_At5g54740 -	mips_65	"2S storage protein-like"


------------------
Rule 315
	hmmpfam_f_box(_orf_0,_hmmpfam_id_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	->  class mips_30_02 "plasma membrane"

	Evaluation on training data (5760 items):
	at_At1g03860 -	mips_03_01_03	"putative prohibitin 2"
			mips_10_01_11
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	at_At1g55260 -	mips_08_16	"unknown protein"
			mips_08_99
			mips_67_13
	at_At2g18370	mips_01	"putative lipid transfer protein"
			mips_01_06
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30
			mips_30_02
			mips_67
			mips_67_13
	at_At2g38540	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At2g44290 -	mips_08_16	"non-specific lipid transfer protein (nLTP) like protein"
			mips_08_99
			mips_67_13
	at_At2g44300	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At2g48130 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At3g08770	mips_01_06	"putative nonspecific lipid-transfer protein"
			mips_01_06_13
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g27280 -	mips_03_01_03	"prohibitin, putative"
			mips_10_01_11
			mips_14_01
			mips_14_01_03
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_25_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	at_At4g08670	mips_01_06_13	"lipid transfer protein - like predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At4g28510 -	mips_10_01_11	"prohibitin-like protein"
			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
			mips_45_03
			mips_45_03_03
	at_At5g04110 -	mips_03_01_03_01	"DNA gyrase subunit B - like protein"
			mips_40_37
	at_At5g09370	mips_01_06	"putative lipid transfer protein, predicted GPI-anchored protein"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_08_99
			mips_30
			mips_30_02
			mips_40_02
			mips_67
			mips_67_13
	at_At5g40770 -	mips_10_01_11	"prohibitin (gb|AAC49691.1)"
			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
			mips_45_03
			mips_45_03_03
	at_At5g54100	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_30
			mips_30_02
			mips_30_04
			mips_40_04
			mips_62_01_01
			mips_62_01_07
			mips_63_01
			mips_63_09
			mips_67
			mips_67_01
			mips_67_01_01
			mips_98
	at_At5g59310	mips_01_06_13	"nonspecific lipid-transfer protein precursor - like"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g64080 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	Training Accuracy: 8/17 (47.06%)
	Training Frequency class 'mips_30_02': 27/5760 (0.47%)

	Evaluation on validation data (2885 items):
	at_At1g50840 -	mips_40_37	"unknown protein"
	at_At2g13830 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At2g38530	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g20540 -	mips_40_37	"DNA polymerase, putative"
	at_At3g51590	mips_01_06_13	"lipid transfer protein-like protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g51600	mips_01_06_13	"non-specific lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g39830 -	mips_06_07_11	"DegP protease-like protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At5g59320	mips_01_06	"nonspecific lipid-transfer protein precursor - like"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30_02
			mips_67_13
	Validation Accuracy: 4/8 (50.00%)
	Validation Frequency class 'mips_30_02': 15/2885 (0.52%)

	Evaluation on propertest data (4430 items):
	at_At2g15050	mips_01_06_13	"putative lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At2g20530 -	mips_03_01_03	"putative 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_At3g22600	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At3g45140 -	mips_01_06_10	"lipoxygenase (AtLox2)"
			mips_47_03_13
	at_At5g01870	mips_01_06_13	"lipid-transfer protein-like"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g14300 -	mips_03_01_03	"prohibitin - like protein"
			mips_10_01_11
			mips_14_01
			mips_14_01_03
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_25_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	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
	Propertest Accuracy: 3/7 (42.86%)
	Propertest Frequency class 'mips_30_02': 16/4430 (0.36%)

	New (unknown) data (2885 items):
	at_At4g27160 -	mips_65	"NWMU3 - 2S albumin 3 precursor"
	at_At4g27170 -	mips_65	"NWMU4 - 2S albumin 4 precursor"
	at_At4g27580 -	no entry	null
	at_At2g37870 -	no entry	null
	at_At4g27150 -	mips_65	"NWMU2 - 2S albumin 2 precursor"
	at_At5g54740 -	mips_65	"2S storage protein-like"


------------------
Rule 2982
	ipr_PPR_repeat(_orf_0,_ipr_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_1) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	->  class mips_08_99 "other intracellular transport activities"

	Evaluation on training data (5760 items):
	at_At1g06710	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g12300 -	mips_04_05_99	"hypothetical protein"
	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_At2g16880 -	mips_04_05_99	"putative salt-inducible protein"
	at_At3g07290 -	mips_04_05_99	"hypothetical protein"
	at_At3g25060	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g42630 -	mips_04_05_99	"unknown protein"
	at_At3g47840	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g04370	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At4g19220	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g28010 -	mips_04_05_99	"putative protein"
	at_At5g03560 -	mips_06_01	"unknown protein"
			mips_11_01_05
	at_At5g66500	mips_02_30	"putative protein"
			mips_08_99
	Training Accuracy: 9/15 (60.00%)
	Training Frequency class 'mips_08_99': 70/5760 (1.22%)

	Evaluation on validation data (2885 items):
	at_At1g06140	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At1g30610 -	mips_06_01	"hypothetical protein"
	at_At1g31840 -	mips_04_05_99	"hypothetical protein"
	at_At1g71490	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g76280 -	mips_02_30	"hypothetical protein"
	at_At2g39620	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720	mips_02_30	"unknown protein"
			mips_08_99
	at_At3g13880	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g20730	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g29290 -	mips_06_01	"hypothetical protein"
	at_At3g62470 -	mips_04_05_99	"putative protein"
	at_At3g62540 -	mips_04_05_99	"putative protein"
	at_At5g59900 -	mips_04_05	"putative protein"
			mips_04_05_99
	at_At5g67570 -	mips_04_05_99	"putative protein"
	Validation Accuracy: 6/14 (42.86%)
	Validation Frequency class 'mips_08_99': 28/2885 (0.97%)

	Evaluation on propertest data (4430 items):
	at_At1g03560 -	mips_04_05_99	"hypothetical protein"
	at_At1g05600 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At1g09900 -	mips_04_05_99	"hypothetical protein"
	at_At1g13630 -	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g30290 -	mips_04_05_99	"hypothetical protein"
	at_At1g43980	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g02150 -	mips_04_05_99	"hypothetical protein"
	at_At2g27800 -	mips_04_05_99	"hypothetical protein"
	at_At2g32630 -	mips_04_05_99	"putative salt-inducible protein"
	at_At4g14190 -	mips_06_01	"salt-inducible protein homolog"
	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_At5g19020	mips_02_30	"putative protein"
			mips_08_99
	at_At5g55840	mips_02_30	"putative protein"
			mips_08_99
	Propertest Accuracy: 4/14 (28.57%)
	Propertest Frequency class 'mips_08_99': 49/4430 (1.11%)

	New (unknown) data (2885 items):
	at_At1g06580 -	no entry	null
	at_At1g15510 -	no entry	null
	at_At1g16480 -	no entry	null
	at_At1g18480 -	no entry	null
	at_At1g20230 -	no entry	null
	at_At1g25360 -	no entry	null
	at_At1g32410 -	no entry	null
	at_At1g56690 -	no entry	null
	at_At1g62910 -	no entry	null
	at_At2g03880 -	no entry	null
	at_At3g11460 -	no entry	null
	at_At3g13770 -	no entry	null
	at_At3g15130 -	no entry	null
	at_At3g22690 -	no entry	null
	at_At3g24000 -	no entry	null
	at_At3g26780 -	no entry	null
	at_At3g49140 -	no entry	null
	at_At3g49730 -	no entry	null
	at_At3g56550 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At4g18750 -	no entry	null
	at_At4g18970 -	no entry	null
	at_At4g30700 -	no entry	null
	at_At4g37380 -	no entry	null
	at_At5g08310 -	no entry	null
	at_At5g09950 -	no entry	null
	at_At5g13230 -	no entry	null
	at_At5g27300 -	no entry	null
	at_At5g28380 -	no entry	null
	at_At5g44230 -	no entry	null
	at_At5g50390 -	no entry	null
	at_At5g52630 -	no entry	null
	at_At1g02150 -	no entry	null
	at_At1g02370 -	no entry	null
	at_At1g04840 -	no entry	null
	at_At1g08070 -	no entry	null
	at_At1g09410 -	no entry	null
	at_At1g11290 -	no entry	null
	at_At1g19720 -	no entry	null
	at_At1g20300 -	no entry	null
	at_At1g31920 -	no entry	null
	at_At1g53330 -	no entry	null
	at_At1g55630 -	no entry	null
	at_At1g59720 -	no entry	null
	at_At1g71420 -	no entry	null
	at_At1g74630 -	no entry	null
	at_At1g77170 -	no entry	null
	at_At2g01510 -	no entry	null
	at_At2g02980 -	no entry	null
	at_At2g15690 -	no entry	null
	at_At2g17140 -	no entry	null
	at_At2g22070 -	no entry	null
	at_At2g25580 -	no entry	null
	at_At2g27610 -	no entry	null
	at_At2g29760 -	no entry	null
	at_At2g41080 -	no entry	null
	at_At3g08820 -	no entry	null
	at_At3g12770 -	no entry	null
	at_At3g14330 -	no entry	null
	at_At3g46790 -	no entry	null
	at_At3g47530 -	no entry	null
	at_At3g57430 -	no entry	null
	at_At3g61170 -	no entry	null
	at_At3g62890 -	no entry	null
	at_At4g13650 -	no entry	null
	at_At4g14050 -	no entry	null
	at_At4g14820 -	no entry	null
	at_At4g14850 -	no entry	null
	at_At4g15720 -	no entry	null
	at_At4g33170 -	no entry	null
	at_At4g35130 -	no entry	null
	at_At5g03800 -	no entry	null
	at_At5g13270 -	no entry	null
	at_At5g15340 -	no entry	null
	at_At5g16860 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At5g18950 -	no entry	null
	at_At5g28340 -	no entry	null
	at_At5g39680 -	no entry	null
	at_At5g40410 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g50990 -	no entry	null
	at_At5g52850 -	no entry	null
	at_At5g60960 -	no entry	null
	at_At5g65570 -	no entry	null
	at_At5g66520 -	no entry	null
	at_At1g53600 -	no entry	null
	at_At1g68930 -	no entry	null
	at_At1g71210 -	no entry	null
	at_At2g33760 -	no entry	null
	at_At3g23330 -	no entry	null
	at_At3g49710 -	no entry	null
	at_At3g58590 -	no entry	null
	at_At4g32450 -	no entry	null
	at_At4g37170 -	no entry	null
	at_At5g06540 -	no entry	null
	at_At5g14820 -	no entry	null
	at_At5g42450 -	no entry	null
	at_At5g46460 -	no entry	null


------------------
Rule 2981
	ipr_PPR_repeat(_orf_0,_ipr_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_1) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	->  class mips_02_30 "photosynthesis"

	Evaluation on training data (5760 items):
	at_At1g06710	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g12300 -	mips_04_05_99	"hypothetical protein"
	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_At2g16880 -	mips_04_05_99	"putative salt-inducible protein"
	at_At3g07290 -	mips_04_05_99	"hypothetical protein"
	at_At3g25060	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g42630 -	mips_04_05_99	"unknown protein"
	at_At3g47840	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g04370	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At4g19220	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g28010 -	mips_04_05_99	"putative protein"
	at_At5g03560 -	mips_06_01	"unknown protein"
			mips_11_01_05
	at_At5g66500	mips_02_30	"putative protein"
			mips_08_99
	Training Accuracy: 9/15 (60.00%)
	Training Frequency class 'mips_02_30': 38/5760 (0.66%)

	Evaluation on validation data (2885 items):
	at_At1g06140	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At1g30610 -	mips_06_01	"hypothetical protein"
	at_At1g31840 -	mips_04_05_99	"hypothetical protein"
	at_At1g71490	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g76280	mips_02_30	"hypothetical protein"
	at_At2g39620	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720	mips_02_30	"unknown protein"
			mips_08_99
	at_At3g13880	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g20730	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g29290 -	mips_06_01	"hypothetical protein"
	at_At3g62470 -	mips_04_05_99	"putative protein"
	at_At3g62540 -	mips_04_05_99	"putative protein"
	at_At5g59900 -	mips_04_05	"putative protein"
			mips_04_05_99
	at_At5g67570 -	mips_04_05_99	"putative protein"
	Validation Accuracy: 7/14 (50.00%)
	Validation Frequency class 'mips_02_30': 31/2885 (1.07%)

	Evaluation on propertest data (4430 items):
	at_At1g03560 -	mips_04_05_99	"hypothetical protein"
	at_At1g05600 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At1g09900 -	mips_04_05_99	"hypothetical protein"
	at_At1g13630 -	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g30290 -	mips_04_05_99	"hypothetical protein"
	at_At1g43980	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g02150 -	mips_04_05_99	"hypothetical protein"
	at_At2g27800 -	mips_04_05_99	"hypothetical protein"
	at_At2g32630 -	mips_04_05_99	"putative salt-inducible protein"
	at_At4g14190 -	mips_06_01	"salt-inducible protein homolog"
	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_At5g19020	mips_02_30	"putative protein"
			mips_08_99
	at_At5g55840	mips_02_30	"putative protein"
			mips_08_99
	Propertest Accuracy: 4/14 (28.57%)
	Propertest Frequency class 'mips_02_30': 36/4430 (0.81%)

	New (unknown) data (2885 items):
	at_At1g06580 -	no entry	null
	at_At1g15510 -	no entry	null
	at_At1g16480 -	no entry	null
	at_At1g18480 -	no entry	null
	at_At1g20230 -	no entry	null
	at_At1g25360 -	no entry	null
	at_At1g32410 -	no entry	null
	at_At1g56690 -	no entry	null
	at_At1g62910 -	no entry	null
	at_At2g03880 -	no entry	null
	at_At3g11460 -	no entry	null
	at_At3g13770 -	no entry	null
	at_At3g15130 -	no entry	null
	at_At3g22690 -	no entry	null
	at_At3g24000 -	no entry	null
	at_At3g26780 -	no entry	null
	at_At3g49140 -	no entry	null
	at_At3g49730 -	no entry	null
	at_At3g56550 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At4g18750 -	no entry	null
	at_At4g18970 -	no entry	null
	at_At4g30700 -	no entry	null
	at_At4g37380 -	no entry	null
	at_At5g08310 -	no entry	null
	at_At5g09950 -	no entry	null
	at_At5g13230 -	no entry	null
	at_At5g27300 -	no entry	null
	at_At5g28380 -	no entry	null
	at_At5g44230 -	no entry	null
	at_At5g50390 -	no entry	null
	at_At5g52630 -	no entry	null
	at_At1g02150 -	no entry	null
	at_At1g02370 -	no entry	null
	at_At1g04840 -	no entry	null
	at_At1g08070 -	no entry	null
	at_At1g09410 -	no entry	null
	at_At1g11290 -	no entry	null
	at_At1g19720 -	no entry	null
	at_At1g20300 -	no entry	null
	at_At1g31920 -	no entry	null
	at_At1g53330 -	no entry	null
	at_At1g55630 -	no entry	null
	at_At1g59720 -	no entry	null
	at_At1g71420 -	no entry	null
	at_At1g74630 -	no entry	null
	at_At1g77170 -	no entry	null
	at_At2g01510 -	no entry	null
	at_At2g02980 -	no entry	null
	at_At2g15690 -	no entry	null
	at_At2g17140 -	no entry	null
	at_At2g22070 -	no entry	null
	at_At2g25580 -	no entry	null
	at_At2g27610 -	no entry	null
	at_At2g29760 -	no entry	null
	at_At2g41080 -	no entry	null
	at_At3g08820 -	no entry	null
	at_At3g12770 -	no entry	null
	at_At3g14330 -	no entry	null
	at_At3g46790 -	no entry	null
	at_At3g47530 -	no entry	null
	at_At3g57430 -	no entry	null
	at_At3g61170 -	no entry	null
	at_At3g62890 -	no entry	null
	at_At4g13650 -	no entry	null
	at_At4g14050 -	no entry	null
	at_At4g14820 -	no entry	null
	at_At4g14850 -	no entry	null
	at_At4g15720 -	no entry	null
	at_At4g33170 -	no entry	null
	at_At4g35130 -	no entry	null
	at_At5g03800 -	no entry	null
	at_At5g13270 -	no entry	null
	at_At5g15340 -	no entry	null
	at_At5g16860 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At5g18950 -	no entry	null
	at_At5g28340 -	no entry	null
	at_At5g39680 -	no entry	null
	at_At5g40410 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g50990 -	no entry	null
	at_At5g52850 -	no entry	null
	at_At5g60960 -	no entry	null
	at_At5g65570 -	no entry	null
	at_At5g66520 -	no entry	null
	at_At1g53600 -	no entry	null
	at_At1g68930 -	no entry	null
	at_At1g71210 -	no entry	null
	at_At2g33760 -	no entry	null
	at_At3g23330 -	no entry	null
	at_At3g49710 -	no entry	null
	at_At3g58590 -	no entry	null
	at_At4g32450 -	no entry	null
	at_At4g37170 -	no entry	null
	at_At5g06540 -	no entry	null
	at_At5g14820 -	no entry	null
	at_At5g42450 -	no entry	null
	at_At5g46460 -	no entry	null


------------------
Rule 1680
	profscan_zf_ring_2(_orf_0,_profscan_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3) = 0
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),coil(_orf_0) = 0
	->  class mips_62_02 "target of regulation"

	Evaluation on training data (5760 items):
	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_At1g09710	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_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_At1g11800 -	mips_10_01_05_01	"unknown protein"
			mips_10_01_05_01_04
			mips_10_01_99
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_43
			mips_43_03
			mips_43_03_13
			mips_62_01
			mips_62_01_07
			mips_63_17_01
	at_At1g51690	mips_03_03_01_01	"55 kDa B regulatory subunit of phosphatase 2A"
			mips_03_03_01_01_09
			mips_05_07
			mips_06_07_03
			mips_10_01_05_01
			mips_10_05_01
			mips_10_05_01_18
			mips_14_01_05
			mips_14_01_05_01
			mips_14_04_07
			mips_20_25_03
			mips_20_25_07
			mips_30_03
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
	at_At1g62160	mips_14_10_02	"hypothetical protein"
			mips_14_10_02_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g62170	mips_06_13	"hypothetical protein"
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_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_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_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390 -	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g24500 -	mips_63_17_09	"putative C2H2-type zinc finger protein"
	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_At3g16980	mips_01_03	"RNA Polymerase II subunit 14.5 kD, putative"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04_05_01_01
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03_01
			mips_63_17
			mips_63_17_09
			mips_63_19_99
	at_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_At3g25940 -	mips_04_01	"hypothetical protein"
			mips_04_01_01
	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_At4g07950 -	mips_01_03	"putative DNA-directed RNA polymerase subunit"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04_01
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_99
			mips_63_03_01
			mips_63_17_09
	at_At4g28860 -	mips_04_09	"protein kinase - like protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g05570 -	mips_08_16	"putative protein"
			mips_14_04
			mips_14_04_03_01
			mips_63_19
	at_At5g10640 -	mips_05_04_02	"putative protein"
			mips_63_19_05
	at_At5g14670	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_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_At5g26680 -	mips_03_01_05_01	"flap endonuclease - like protein"
			mips_03_99
			mips_25_05_10
			mips_63_03_03
	Training Accuracy: 16/25 (64.00%)
	Training Frequency class 'mips_62_02': 274/5760 (4.76%)

	Evaluation on validation data (2885 items):
	at_At1g47710	mips_06_13	"serpin, putative"
			mips_20_25
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_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_At1g69770 -	mips_01_03_10	"putative chromomethylase"
			mips_03_01_05
	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_At2g25760 -	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g34940 -	mips_08_13	"putative vacuolar sorting receptor"
			mips_13_07
			mips_40_27
	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_At2g47210 -	mips_04_05_01_04_03	"unknown protein"
	at_At3g24870 -	mips_20_25_01	"hypothetical protein"
			mips_20_25_01_03
			mips_20_25_01_07
			mips_40_10
			mips_47_03_02
	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_At4g28990 -	mips_04_05_99	"putative protein"
			mips_40_10_99
			mips_63_03_03
	at_At5g66360 -	mips_03_01	"dimethyladenosine transferase-like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	Validation Accuracy: 5/12 (41.67%)
	Validation Frequency class 'mips_62_02': 137/2885 (4.75%)

	Evaluation on propertest data (4430 items):
	at_At1g01210 -	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04
			mips_04_01
			mips_04_01_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At1g01860 -	mips_04_01	"dimethyladenosine transferase, putative, 3' partial"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	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_At1g02620	mips_08_07	"GTP-binding protein Sar1, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g17720	mips_03_03_01_01	"type 2A protein serine/threonine phosphatase 55kDa B regulatory subunit (F11A6.6)"
			mips_03_03_01_01_09
			mips_05_07
			mips_06_07_03
			mips_10_01_05_01
			mips_10_05_01
			mips_10_05_01_18
			mips_14_01_05
			mips_14_01_05_01
			mips_14_04_07
			mips_20_25_03
			mips_20_25_07
			mips_30_03
			mips_43
			mips_43_03
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
	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_At1g30970 -	mips_63_03	"putative 11-zinc finger protein"
	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_At1g65580 -	mips_01_04	"hypothetical protein"
			mips_01_06_01
			mips_01_06_99
			mips_10_01_99
			mips_40_08
			mips_40_09
	at_At2g14540	mips_20_25	"putative serpin"
			mips_20_25_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_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_At2g37190 -	mips_05_01	"60S ribosomal protein L12"
			mips_05_01_01
			mips_63_03_03
	at_At2g38560 -	mips_04_05_01_01	"putative elongation factor"
	at_At3g28030 -	mips_03_01	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_04_05_01_04_99
	at_At3g53430 -	mips_05_01	"60S RIBOSOMAL PROTEIN L12 -like"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At3g62290	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g02080 -	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At5g12140	mips_20_25	"cystatin (emb|CAA03929.1)"
			mips_20_25_16
			mips_40_25
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_02
			mips_47_03_15
			mips_47_03_15_07
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_07
	at_At5g51610 -	mips_05_01	"50S ribosomal protein L11-like"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At5g60670 -	mips_05_01	"60S ribosomal protein L12 - like"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	Propertest Accuracy: 10/21 (47.62%)
	Propertest Frequency class 'mips_62_02': 212/4430 (4.79%)

	New (unknown) data (2885 items):
	at_At1g55910 -	no entry	null
	at_At2g31980 -	no entry	null
	at_At3g12490 -	no entry	null
	at_At3g62850 -	no entry	null
	at_At5g05110 -	no entry	null
	at_At5g14140 -	no entry	null
	at_At5g61190 -	no entry	null
	at_At1g32800 -	no entry	null
	at_At2g40880 -	no entry	null
	at_At3g24880 -	no entry	null
	at_At4g31420 -	no entry	null
	at_At1g22720 -	no entry	null


------------------
Rule 314
	hmmpfam_f_box(_orf_0,_hmmpfam_id_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	->  class mips_08_16 "extracellular transport, exocytosis and secretion"

	Evaluation on training data (5760 items):
	at_At1g03860 -	mips_03_01_03	"putative prohibitin 2"
			mips_10_01_11
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	at_At1g55260	mips_08_16	"unknown protein"
			mips_08_99
			mips_67_13
	at_At2g18370	mips_01	"putative lipid transfer protein"
			mips_01_06
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30
			mips_30_02
			mips_67
			mips_67_13
	at_At2g38540	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At2g44290	mips_08_16	"non-specific lipid transfer protein (nLTP) like protein"
			mips_08_99
			mips_67_13
	at_At2g44300	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At2g48130	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At3g08770	mips_01_06	"putative nonspecific lipid-transfer protein"
			mips_01_06_13
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g27280 -	mips_03_01_03	"prohibitin, putative"
			mips_10_01_11
			mips_14_01
			mips_14_01_03
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_25_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	at_At4g08670	mips_01_06_13	"lipid transfer protein - like predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At4g28510 -	mips_10_01_11	"prohibitin-like protein"
			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
			mips_45_03
			mips_45_03_03
	at_At5g04110 -	mips_03_01_03_01	"DNA gyrase subunit B - like protein"
			mips_40_37
	at_At5g09370	mips_01_06	"putative lipid transfer protein, predicted GPI-anchored protein"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_08_99
			mips_30
			mips_30_02
			mips_40_02
			mips_67
			mips_67_13
	at_At5g40770 -	mips_10_01_11	"prohibitin (gb|AAC49691.1)"
			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
			mips_45_03
			mips_45_03_03
	at_At5g54100 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_02
			mips_10_05_02_30
			mips_30
			mips_30_02
			mips_30_04
			mips_40_04
			mips_62_01_01
			mips_62_01_07
			mips_63_01
			mips_63_09
			mips_67
			mips_67_01
			mips_67_01_01
			mips_98
	at_At5g59310	mips_01_06_13	"nonspecific lipid-transfer protein precursor - like"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g64080	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	Training Accuracy: 11/17 (64.71%)
	Training Frequency class 'mips_08_16': 100/5760 (1.74%)

	Evaluation on validation data (2885 items):
	at_At1g50840 -	mips_40_37	"unknown protein"
	at_At2g13830	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At2g38530	mips_01_06_13	"putative nonspecific lipid-transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g20540 -	mips_40_37	"DNA polymerase, putative"
	at_At3g51590	mips_01_06_13	"lipid transfer protein-like protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At3g51600	mips_01_06_13	"non-specific lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g39830 -	mips_06_07_11	"DegP protease-like protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_26
			mips_40_26_03
			mips_40_27
			mips_40_27_99
	at_At5g59320	mips_01_06	"nonspecific lipid-transfer protein precursor - like"
			mips_01_06_13
			mips_08
			mips_08_16
			mips_30_02
			mips_67_13
	Validation Accuracy: 5/8 (62.50%)
	Validation Frequency class 'mips_08_16': 42/2885 (1.46%)

	Evaluation on propertest data (4430 items):
	at_At2g15050	mips_01_06_13	"putative lipid transfer protein"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At2g20530 -	mips_03_01_03	"putative 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_At3g22600	mips_01_06_13	"predicted GPI-anchored protein"
			mips_08_16
			mips_08_99
			mips_30_02
			mips_67_13
	at_At3g45140 -	mips_01_06_10	"lipoxygenase (AtLox2)"
			mips_47_03_13
	at_At5g01870	mips_01_06_13	"lipid-transfer protein-like"
			mips_08_16
			mips_30_02
			mips_67_13
	at_At5g14300 -	mips_03_01_03	"prohibitin - like protein"
			mips_10_01_11
			mips_14_01
			mips_14_01_03
			mips_14_01_05
			mips_14_01_99
			mips_20_25
			mips_20_25_07
			mips_25_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_03
			mips_45
			mips_45_03
			mips_45_03_03
	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
	Propertest Accuracy: 3/7 (42.86%)
	Propertest Frequency class 'mips_08_16': 67/4430 (1.51%)

	New (unknown) data (2885 items):
	at_At4g27160 -	mips_65	"NWMU3 - 2S albumin 3 precursor"
	at_At4g27170 -	mips_65	"NWMU4 - 2S albumin 4 precursor"
	at_At4g27580 -	no entry	null
	at_At2g37870 -	no entry	null
	at_At4g27150 -	mips_65	"NWMU2 - 2S albumin 2 precursor"
	at_At5g54740 -	mips_65	"2S storage protein-like"


------------------
Rule 2418
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	seg(_orf_0) = 0
	->  class mips_08_16 "extracellular transport, exocytosis and secretion"

	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_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_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_At1g52280 -	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610 -	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g47170 -	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g22950 -	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_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_At5g10260 -	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g14670	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g17060 -	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680 -	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g52210 -	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	Training Accuracy: 12/23 (52.17%)
	Training Frequency class 'mips_08_16': 100/5760 (1.74%)

	Evaluation on validation data (2885 items):
	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_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_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
	Validation Accuracy: 4/4 (100.00%)
	Validation Frequency class 'mips_08_16': 42/2885 (1.46%)

	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_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g49300 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At2g22390 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g11730 -	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100 -	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820 -	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g49860 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840 -	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g09720 -	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g17160	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18130 -	mips_06_07_03	"phytochrome E"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
			mips_40_30
	at_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_At5g39620 -	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g45130 -	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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
	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: 8/22 (36.36%)
	Propertest Frequency class 'mips_08_16': 67/4430 (1.51%)

	New (unknown) data (2885 items):
	at_At3g12160 -	no entry	null


------------------
Rule 2008
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 1
	->  class mips_03_01 "DNA processing"

	Evaluation on training data (5760 items):
	at_At1g07660	mips_03_01_99	"histone H4"
			mips_30_10
			mips_40_10_03
	at_At1g08420 -	mips_02	"protein serine/threonine phosphatase alpha, putative"
			mips_01_04
			mips_03_03
			mips_05
			mips_05_07
			mips_06_07
	at_At1g51060	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g59830 -	mips_06_07_03	"unknown protein"
			mips_30_04
			mips_40_04_05
			mips_63_17_09
	at_At1g64040 -	mips_02	"phosphoprotein phosphatase 1"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At2g28720	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28750	mips_03_01_99	"pseudogene"
	at_At2g37470	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At3g10270	mips_03_01_03_01	"putative DNA gyrase subunit B"
			mips_40_37
	at_At3g20670	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g23890	mips_03_01_03_01	"topoisomerase II"
	at_At3g46030	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g46320	mips_03_01_99	"histone H4-like protein"
	at_At4g03080 -	mips_01_05_04	"putative phospho-ser/thr phosphatase"
			mips_02_19
			mips_03_03_02
			mips_05_07
			mips_14_04_03_01
	at_At4g27230 -	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g02570	mips_03_01_99	"putative protein"
	at_At5g04130	mips_03_01_03_01	"DNA gyrase subunit B - like protein"
			mips_40_37
	at_At5g22880	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g27670	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g54640	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g59970	mips_03_01	"histone H4 - like protein"
			mips_03_01_99
	Training Accuracy: 16/21 (76.19%)
	Training Frequency class 'mips_03_01': 392/5760 (6.81%)

	Evaluation on validation data (2885 items):
	at_At1g07790	mips_03	"histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g52740	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g69960 -	mips_06_07_03	"serine/threonine protein phosphatase (type 2A)"
			mips_40_04_05
	at_At2g27210 -	mips_02	"putative phosphoprotein phosphatase"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At2g42500 -	mips_02	"putative serine/threonine protein phosphatase catalytic subunit, PP2A-3"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At3g09480	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At3g45980	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g26720 -	mips_03_03_01	"phosphoprotein phosphatase (PPX-1)"
			mips_06
			mips_10
			mips_10_01_01
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63_17_09
	at_At5g59910	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	Validation Accuracy: 5/9 (55.56%)
	Validation Frequency class 'mips_03_01': 207/2885 (7.18%)

	Evaluation on propertest data (4430 items):
	at_At1g07820	mips_03	"histone H4"
			mips_03_01
			mips_03_01_99
			mips_14_04
			mips_25_05
			mips_30
	at_At1g08880	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g10430 -	mips_40_04_05	"serine/threonine protein phosphatase, PP2A, catalytic subunit"
	at_At1g50370 -	mips_40_04_05	"phosphoprotein phosphatase"
	at_At1g54690	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At2g29400 -	mips_01_04	"phosphoprotein phosphatase, type 1 catalytic subunit"
	at_At3g19980 -	mips_40_04_05	"serine/threonine protein phosphatase, putative"
	at_At3g45930	mips_03_01_99	"Histone H4 - like protein"
	at_At3g53650	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g53730	mips_03_01_99	"histone H4-like protein"
			mips_30_10
			mips_40_10_03
	at_At5g55260 -	mips_01	"protein phosphatase X isoform 2 (gb|AAB86419.1)"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At5g59690	mips_03_01_99	"histone H4 - like protein"
	at_At5g59870	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g63870 -	mips_01_05_04	"ser/thr protein phosphatase catalytic subunit-like protein"
	Propertest Accuracy: 8/14 (57.14%)
	Propertest Frequency class 'mips_03_01': 311/4430 (7.02%)

	New (unknown) data (2885 items):
	at_At1g03450 -	no entry	null
	at_At4g11240 -	no entry	null
	at_At5g43380 -	no entry	null
	at_At5g59160 -	no entry	null
	at_At2g39840 -	no entry	null
	at_At3g46820 -	no entry	null
	at_At3g58500 -	no entry	null
	at_At5g27840 -	no entry	null


------------------
Rule 1659
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	profscan_zf_ring_2(_orf_0,_profscan_id_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 1
	->  class mips_30_10 "nucleus"

	Evaluation on training data (5760 items):
	at_At1g07660	mips_03_01_99	"histone H4"
			mips_30_10
			mips_40_10_03
	at_At1g09200	mips_30_10	"histone H3 like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g09710	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_At1g11800 -	mips_10_01_05_01	"unknown protein"
			mips_10_01_05_01_04
			mips_10_01_99
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_43
			mips_43_03
			mips_43_03_13
			mips_62_01
			mips_62_01_07
			mips_63_17_01
	at_At1g13370	mips_30_10	"unknown protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g51060	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g59830 -	mips_06_07_03	"unknown protein"
			mips_30_04
			mips_40_04_05
			mips_63_17_09
	at_At1g80740 -	mips_03_01_05_01	"chromomethylase (CMT1)"
	at_At2g28720	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28750 -	mips_03_01_99	"pseudogene"
	at_At2g37470	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At2g42380	mips_04_05_01_04_01	"bZip transcription factor AtbZip34"
			mips_30_10
			mips_40_10_03
	at_At3g20670	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g27360	mips_30	"histone H3 like protein"
			mips_30_10_03
	at_At3g46030	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g46320 -	mips_03_01_99	"histone H4-like protein"
	at_At4g27230	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g40040	mips_30_10	"Histon H3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g02570 -	mips_03_01_99	"putative protein"
	at_At5g10980	mips_30_10	"histon H3 protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g22880	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g26680 -	mips_03_01_05_01	"flap endonuclease - like protein"
			mips_03_99
			mips_25_05_10
			mips_63_03_03
	at_At5g27670	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g54640	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g59970 -	mips_03_01	"histone H4 - like protein"
			mips_03_01_99
	at_At5g65350	mips_30_10_03	"histone H3"
	at_At5g65360	mips_30	"histone H3 (sp|P05203)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03
			mips_63_03_01
	Training Accuracy: 19/27 (70.37%)
	Training Frequency class 'mips_30_10': 165/5760 (2.86%)

	Evaluation on validation data (2885 items):
	at_At1g07790	mips_03	"histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_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_At1g19890	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At1g52740	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g69770 -	mips_01_03_10	"putative chromomethylase"
			mips_03_01_05
	at_At1g69960 -	mips_06_07_03	"serine/threonine protein phosphatase (type 2A)"
			mips_40_04_05
	at_At1g75600	mips_30_10	"histone H3, putative"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g75610	mips_03_01	"histone H3, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_07
	at_At2g34940 -	mips_08_13	"putative vacuolar sorting receptor"
			mips_13_07
			mips_40_27
	at_At2g42500 -	mips_02	"putative serine/threonine protein phosphatase catalytic subunit, PP2A-3"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At3g09480	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At3g12250	mips_30_10	"bZip transcription factor TGA6 / AtbZip45"
			mips_40_10_05
	at_At3g24870 -	mips_20_25_01	"hypothetical protein"
			mips_20_25_01_03
			mips_20_25_01_07
			mips_40_10
			mips_47_03_02
	at_At3g45980	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g26720 -	mips_03_03_01	"phosphoprotein phosphatase (PPX-1)"
			mips_06
			mips_10
			mips_10_01_01
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63_17_09
	at_At4g28990 -	mips_04_05_99	"putative protein"
			mips_40_10_99
			mips_63_03_03
	at_At5g10390	mips_30_10	"histone H3 - like protein"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g10400	mips_30_10_03	"histone H3 - like protein"
	at_At5g12910	mips_03_01_09	"histone H3 -like protein"
			mips_03_01_09_05
			mips_03_01_99
			mips_30_10_03
	at_At5g59910	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At5g66360 -	mips_03_01	"dimethyladenosine transferase-like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	Validation Accuracy: 12/21 (57.14%)
	Validation Frequency class 'mips_30_10': 73/2885 (2.53%)

	Evaluation on propertest data (4430 items):
	at_At1g01860 -	mips_04_01	"dimethyladenosine transferase, putative, 3' partial"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	at_At1g07820 -	mips_03	"histone H4"
			mips_03_01
			mips_03_01_99
			mips_14_04
			mips_25_05
			mips_30
	at_At1g08880	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g10430 -	mips_40_04_05	"serine/threonine protein phosphatase, PP2A, catalytic subunit"
	at_At1g22070 -	mips_04_05_01_04_01	"bZIP transcription factor TGA3/AtbZIP22"
	at_At1g30970 -	mips_63_03	"putative 11-zinc finger protein"
	at_At1g50370 -	mips_40_04_05	"phosphoprotein phosphatase"
	at_At1g54690	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At2g29400 -	mips_01_04	"phosphoprotein phosphatase, type 1 catalytic subunit"
	at_At2g47420 -	mips_03_01_05	"putative dimethyladenosine transferase"
			mips_03_01_05_01
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	at_At3g19980 -	mips_40_04_05	"serine/threonine protein phosphatase, putative"
	at_At3g28030 -	mips_03_01	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_04_05_01_04_99
	at_At3g45930 -	mips_03_01_99	"Histone H4 - like protein"
	at_At3g53650	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g53730	mips_03_01_99	"histone H4-like protein"
			mips_30_10
			mips_40_10_03
	at_At4g40030	mips_30_10	"histone H3.3"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g55260 -	mips_01	"protein phosphatase X isoform 2 (gb|AAB86419.1)"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_04_05
			mips_40_10
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_At5g59690 -	mips_03_01_99	"histone H4 - like protein"
	at_At5g59870	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	Propertest Accuracy: 6/19 (31.58%)
	Propertest Frequency class 'mips_30_10': 108/4430 (2.44%)

	New (unknown) data (2885 items):
	at_At1g55910 -	no entry	null
	at_At4g00800 -	no entry	null
	at_At4g11240 -	no entry	null
	at_At5g59160 -	no entry	null
	at_At1g08320 -	no entry	null
	at_At2g24990 -	no entry	null
	at_At3g24880 -	no entry	null
	at_At3g46820 -	no entry	null
	at_At3g58500 -	no entry	null
	at_At5g27840 -	no entry	null
	at_At5g37350 -	no entry	null
	at_At1g22720 -	no entry	null
	at_At5g06950 -	no entry	null


------------------
Rule 2122
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	ipr_G-protein_beta_WD-40_repeat(_orf_0,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_5,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),coil(_orf_0) = 0
	->  class mips_30_10 "nucleus"

	Evaluation on training data (5760 items):
	at_At2g16440	mips_03_01	"putative CDC21 protein"
			mips_03_01_03
			mips_03_03_01
			mips_14_04
			mips_30_10
			mips_40_10_03
			mips_63_19
	at_At2g16740	mips_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At2g45800 -	mips_13_05	"putative LIM-domain protein"
			mips_13_07
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At3g55380 -	mips_03_03_02	"ubiquitin-conjugating enzyme UBC3"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At4g02060 -	mips_40_10_03	"PROLIFERA"
	at_At4g36410 -	mips_06_07_05	"ubiquitin-conjugating enzyme"
			mips_08_05
	at_At4g36800 -	mips_03	"ubiquitin-protein ligase like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13
			mips_30
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g50870 -	mips_06_07	"ubiquitin-conjugating enzyme-like protein"
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_08
			mips_08_13
			mips_11_01
			mips_14_01
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g66610 -	mips_25_05_10	"putative protein"
			mips_67_01
	Training Accuracy: 7/14 (50.00%)
	Training Frequency class 'mips_30_10': 165/5760 (2.86%)

	Evaluation on validation data (2885 items):
	at_At1g10200 -	mips_13_05	"putative transcription factor"
			mips_13_07
			mips_40_04
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g63800 -	mips_03_03_02	"putative ubiquitin-conjugating enzyme"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_14_04_03_03
			mips_14_04_03_05
	at_At1g64230	mips_03_03	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At1g75440	mips_03_01_05_01	"ubiquitin-conjugating enzyme 16, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At2g18600	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	at_At3g08700	mips_03_03_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07_05
			mips_30_10
	at_At5g41340	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_08_13
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_30_10
	Validation Accuracy: 7/9 (77.78%)
	Validation Frequency class 'mips_30_10': 73/2885 (2.53%)

	Evaluation on propertest data (4430 items):
	at_At1g01780 -	mips_13_05	"LIM domain protein, putative"
			mips_13_07
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g19270 -	mips_11_05_01	"hypothetical protein"
			mips_13_07
			mips_30_04
	at_At1g44900 -	mips_03_01_03	"transcription factor, putative"
			mips_40_10_03
			mips_40_10_99
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g07690 -	mips_03	"putative DNA replication licensing factor, mcm5"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_14_04
			mips_25_05
			mips_63_01
			mips_63_19
	at_At2g39900 -	mips_13_05	"putative LIM-domain protein"
			mips_13_07
	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_At3g46460 -	mips_03_03	"ubiquitin conjugating enzyme E2 (UBC13)"
			mips_03_03_02
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_14_04_03
			mips_14_04_03_03
			mips_48
			mips_62_01_07
	at_At3g57870	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g59300 -	mips_03_03_02	"ubiquitin-conjugating enzyme - like"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	Propertest Accuracy: 8/16 (50.00%)
	Propertest Frequency class 'mips_30_10': 108/4430 (2.44%)

	New (unknown) data (2885 items):
	at_At3g61230 -	no entry	null
	at_At3g55770 -	no entry	null


------------------
Rule 2097
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	->  class mips_02_11 "electron transport and membrane-associated energy conservation"

	Evaluation on training data (5760 items):
	at_At1g26340	mips_01_06_99	"cytochrome b5 like protein"
			mips_02_11_05
	at_At1g37130 -	mips_01_01_01_07	"nitrate reductase (At1g37130)"
			mips_01_01_01_11
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_30_27
			mips_30_27_01
	at_At1g60660	mips_02_11_05	"Putative Cytochrome B5"
			mips_67_15
	at_At1g77760	mips_01_01	"nitrate reductase 1 (NR1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_01
			mips_01_01_10_05_02
			mips_02
			mips_02_11
			mips_30
			mips_30_27
			mips_30_27_01
			mips_40_16
	at_At4g03240	mips_02_11	"putative frataxin-like protein"
			mips_08_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_01
			mips_30_16
			mips_63_17_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_07
			mips_67_04_07_05
			mips_67_15
	at_At5g48810	mips_02	"cytochrome b5 (dbj|BAA74840.1)"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_40_16
			mips_67_04
			mips_67_15
	Training Accuracy: 5/6 (83.33%)
	Training Frequency class 'mips_02_11': 165/5760 (2.86%)

	Evaluation on validation data (2885 items):
	at_At2g19490 -	mips_03_01_05_01	"putative recA protein"
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03_02
			mips_40_10_03
			mips_63_03_01
	at_At2g32720	mips_02_11_05	"putative cytochrome b5"
			mips_02_13
	at_At2g46650	mips_01_06_01	"putative cytochrome b5"
			mips_02_11
			mips_02_11_05
			mips_67_04
			mips_67_15
	at_At5g53560	mips_01_06_01	"cytochrome b5 (dbj|BAA74839.1)"
			mips_01_06_99
			mips_02_11
			mips_67_04
			mips_67_15
	Validation Accuracy: 3/4 (75.00%)
	Validation Frequency class 'mips_02_11': 70/2885 (2.43%)

	Evaluation on propertest data (4430 items):
	at_At1g79050 -	mips_06_13_01	"putative nuclear-encoded chloroplast DNA repair protein (YUP8H12R.33)"
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_62_01_05
			mips_62_01_99
	Propertest Accuracy: 0/1 (0.00%)
	Propertest Frequency class 'mips_02_11': 131/4430 (2.96%)

	New (unknown) data (2885 items):


------------------
Rule 2547
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3),seg(_orf_0) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmtigr(_orf_0,_hmmtigr_id_2,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	->  class mips_02_11 "electron transport and membrane-associated energy conservation"

	Evaluation on training data (5760 items):
	at_At1g19810	mips_02_11_05	"AAA ATPase, putative"
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At1g43910 -	mips_06_10	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	at_At1g79560 -	mips_02_16	"FtsH like cell division protein"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_17_09
	at_At2g46620	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At3g19740 -	mips_03_03_05	"ATPase, putative"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g28540	mips_02_11_05	"hypothetical protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At3g28580	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At3g50930 -	mips_04_09	"BCS1 protein-like protein"
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At4g02470	mips_02_11	""
			mips_02_11_05
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04180	mips_02_11	"putative vesicle transfer ATPase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g14700 -	mips_03_03_01_01	"replication control protein 1 like"
			mips_14_04_03
			mips_14_04_03_03
	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_At5g17730	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At5g17760	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_30_07
			mips_30_08
	at_At5g45930 -	mips_01_20_19	"magnesium chelatase subunit of protochlorophyllide reductase"
			mips_01_20_19_01
	Training Accuracy: 9/15 (60.00%)
	Training Frequency class 'mips_02_11': 165/5760 (2.86%)

	Evaluation on validation data (2885 items):
	at_At1g50140	mips_02_11_05	"hypothetical protein, 5' partial"
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_08_07
	at_At1g77470 -	mips_03_01_05_01	"putative replication factor C"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At2g18190	mips_02_11_05	"putative AAA-type ATPase"
			mips_08_07
			mips_10
	at_At3g28510	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At4g18480 -	mips_01_20	"protein ch-42 precursor, chloroplast"
			mips_01_20_19
			mips_01_20_19_01
	at_At4g23940 -	mips_02_16	"cell division protein - like"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_19_03
	at_At4g24850	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	Validation Accuracy: 4/7 (57.14%)
	Validation Frequency class 'mips_02_11': 70/2885 (2.43%)

	Evaluation on propertest data (4430 items):
	at_At1g02890	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_04
			mips_04_09
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63
			mips_63_19
			mips_98
	at_At2g34560 -	mips_03_03_05	"katanin like protein"
			mips_03_03_05_01
			mips_04_09
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At2g45500 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g28520	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g50940	mips_02_11_05	"BCS1 protein-like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
	at_At4g05380	mips_02_11_05	"putative protein"
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_30_07
			mips_30_08
	at_At4g36580 -	mips_06_13_01	"ATPase-like protein"
			mips_06_13_01_01
	at_At5g16930 -	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_48
	at_At5g17750	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
	at_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_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
	Propertest Accuracy: 7/11 (63.64%)
	Propertest Frequency class 'mips_02_11': 131/4430 (2.96%)

	New (unknown) data (2885 items):
	at_At1g04730 -	no entry	null


------------------
Rule 2552
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),coil(_orf_0) = 0
	->  class mips_30_08 "Golgi"

	Evaluation on training data (5760 items):
	at_At1g06430 -	mips_02_16	"cell division protease FtsH, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_09
			mips_63_19_03
	at_At1g19810	mips_02_11_05	"AAA ATPase, putative"
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At1g43910 -	mips_06_10	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	at_At1g50250 -	mips_02_16	"chloroplast FtsH protease, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At1g79560 -	mips_02_16	"FtsH like cell division protein"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_17_09
	at_At2g20140	mips_02_11_05	"26S proteasome subunit 4"
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At2g27600	mips_06_04	"putative AAA-type ATPase"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_13
			mips_30_08
			mips_30_25
			mips_40_22
	at_At2g46620 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At3g19740 -	mips_03_03_05	"ATPase, putative"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g27120 -	mips_03	"spastin protein, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_04
			mips_08
			mips_08_07
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_07
			mips_63_01
			mips_63_19
	at_At3g28540	mips_02_11_05	"hypothetical protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At3g28580	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At3g50930	mips_04_09	"BCS1 protein-like protein"
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At3g56690	mips_04_09	"calmodulin-binding protein"
			mips_30_07
			mips_30_08
	at_At4g02470	mips_02_11	""
			mips_02_11_05
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04180	mips_02_11	"putative vesicle transfer ATPase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04910	mips_02	"putative component of vesicle-mediated transport"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_08
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
	at_At4g14700 -	mips_03_03_01_01	"replication control protein 1 like"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g28000 -	mips_02_11	"putative protein"
			mips_02_11_05
			mips_06_01
			mips_06_13_01
	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_At5g08470	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g17730 -	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At5g17760	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_30_07
			mips_30_08
	at_At5g42270 -	mips_02_16	"cell division protein FtsH"
			mips_02_16_17
			mips_03_03_03
			mips_03_99
			mips_06_01
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_63_19_03
	at_At5g45930 -	mips_01_20_19	"magnesium chelatase subunit of protochlorophyllide reductase"
			mips_01_20_19_01
	at_At5g53350 -	mips_11_01_05	"ATP-dependent Clp protease regulatory subunit CLPX"
	Training Accuracy: 12/26 (46.15%)
	Training Frequency class 'mips_30_08': 30/5760 (0.52%)

	Evaluation on validation data (2885 items):
	at_At1g03000	mips_02_11_05	"putative peroxisome assembly factor-2"
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_30_07
			mips_30_08
			mips_40_09
	at_At1g33360 -	mips_06_13_01	"CLP protease regulatory subunit CLPX, putative"
			mips_06_13_01_01
			mips_11_01_05
	at_At1g50140 -	mips_02_11_05	"hypothetical protein, 5' partial"
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_08_07
	at_At1g64110	mips_04_09	"unknown protein"
			mips_30_04
			mips_30_07
			mips_30_08
	at_At1g77470 -	mips_03_01_05_01	"putative replication factor C"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At2g18190 -	mips_02_11_05	"putative AAA-type ATPase"
			mips_08_07
			mips_10
	at_At3g15120 -	mips_03	"chaperone-like ATPase"
			mips_03_03
			mips_03_03_01
			mips_03_03_03
			mips_06
			mips_06_01
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_99
			mips_11_01_05
			mips_14_04
			mips_25_05
			mips_40_26
			mips_40_26_03
			mips_63_19
	at_At3g28510 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_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_At4g18480 -	mips_01_20	"protein ch-42 precursor, chloroplast"
			mips_01_20_19
			mips_01_20_19_01
	at_At4g23940 -	mips_02_16	"cell division protein - like"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_19_03
	at_At4g24850	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	Validation Accuracy: 4/12 (33.33%)
	Validation Frequency class 'mips_30_08': 15/2885 (0.52%)

	Evaluation on propertest data (4430 items):
	at_At1g02890	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_04
			mips_04_09
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63
			mips_63_19
			mips_98
	at_At1g07510 -	mips_02_13	"unknown protein (At1g07510)"
			mips_06_13_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g80350 -	mips_03_03_01_01	"CAD ATPase (AAA1)"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_14_01
			mips_30_04
			mips_40_07
	at_At2g30950 -	mips_02_16	"zinc dependent protease (VAR2)"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g34560	mips_03_03_05	"katanin like protein"
			mips_03_03_05_01
			mips_04_09
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At2g45500 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g09840	mips_02_11	"putative transitional endoplasmic reticulum ATPase"
			mips_02_11_05
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_09
	at_At3g28520 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g50940 -	mips_02_11_05	"BCS1 protein-like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
	at_At4g05380	mips_02_11_05	"putative protein"
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_30_07
			mips_30_08
	at_At4g29040 -	mips_06_13_01	"26S proteasome AAA-ATPase subunit RPT2a"
			mips_06_13_01_01
	at_At4g36580 -	mips_06_13_01	"ATPase-like protein"
			mips_06_13_01_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_At5g16930 -	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_48
	at_At5g17750 -	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
	at_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_At5g57480 -	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_40_16
			mips_63
			mips_63_19
			mips_99
	at_At5g58870 -	mips_03_99	"cell division protein - like"
			mips_06_13_99
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	Propertest Accuracy: 6/18 (33.33%)
	Propertest Frequency class 'mips_30_08': 22/4430 (0.50%)

	New (unknown) data (2885 items):
	at_At4g25830 -	no entry	null
	at_At1g04730 -	no entry	null


------------------
Rule 2551
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),coil(_orf_0) = 0
	->  class mips_30_07 "endoplasmic reticulum"

	Evaluation on training data (5760 items):
	at_At1g06430 -	mips_02_16	"cell division protease FtsH, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_09
			mips_63_19_03
	at_At1g19810	mips_02_11_05	"AAA ATPase, putative"
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At1g43910 -	mips_06_10	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	at_At1g50250 -	mips_02_16	"chloroplast FtsH protease, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At1g79560 -	mips_02_16	"FtsH like cell division protein"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_17_09
	at_At2g20140	mips_02_11_05	"26S proteasome subunit 4"
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At2g27600 -	mips_06_04	"putative AAA-type ATPase"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_13
			mips_30_08
			mips_30_25
			mips_40_22
	at_At2g46620 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At3g19740 -	mips_03_03_05	"ATPase, putative"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g27120 -	mips_03	"spastin protein, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_04
			mips_08
			mips_08_07
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_07
			mips_63_01
			mips_63_19
	at_At3g28540	mips_02_11_05	"hypothetical protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At3g28580	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At3g50930	mips_04_09	"BCS1 protein-like protein"
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At3g56690	mips_04_09	"calmodulin-binding protein"
			mips_30_07
			mips_30_08
	at_At4g02470	mips_02_11	""
			mips_02_11_05
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04180	mips_02_11	"putative vesicle transfer ATPase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04910	mips_02	"putative component of vesicle-mediated transport"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_08
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
	at_At4g14700 -	mips_03_03_01_01	"replication control protein 1 like"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g28000 -	mips_02_11	"putative protein"
			mips_02_11_05
			mips_06_01
			mips_06_13_01
	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_At5g08470	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g17730 -	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At5g17760	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_30_07
			mips_30_08
	at_At5g42270 -	mips_02_16	"cell division protein FtsH"
			mips_02_16_17
			mips_03_03_03
			mips_03_99
			mips_06_01
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_63_19_03
	at_At5g45930 -	mips_01_20_19	"magnesium chelatase subunit of protochlorophyllide reductase"
			mips_01_20_19_01
	at_At5g53350 -	mips_11_01_05	"ATP-dependent Clp protease regulatory subunit CLPX"
	Training Accuracy: 11/26 (42.31%)
	Training Frequency class 'mips_30_07': 20/5760 (0.35%)

	Evaluation on validation data (2885 items):
	at_At1g03000	mips_02_11_05	"putative peroxisome assembly factor-2"
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_30_07
			mips_30_08
			mips_40_09
	at_At1g33360 -	mips_06_13_01	"CLP protease regulatory subunit CLPX, putative"
			mips_06_13_01_01
			mips_11_01_05
	at_At1g50140 -	mips_02_11_05	"hypothetical protein, 5' partial"
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_08_07
	at_At1g64110	mips_04_09	"unknown protein"
			mips_30_04
			mips_30_07
			mips_30_08
	at_At1g77470 -	mips_03_01_05_01	"putative replication factor C"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At2g18190 -	mips_02_11_05	"putative AAA-type ATPase"
			mips_08_07
			mips_10
	at_At3g15120 -	mips_03	"chaperone-like ATPase"
			mips_03_03
			mips_03_03_01
			mips_03_03_03
			mips_06
			mips_06_01
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_99
			mips_11_01_05
			mips_14_04
			mips_25_05
			mips_40_26
			mips_40_26_03
			mips_63_19
	at_At3g28510 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_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_At4g18480 -	mips_01_20	"protein ch-42 precursor, chloroplast"
			mips_01_20_19
			mips_01_20_19_01
	at_At4g23940 -	mips_02_16	"cell division protein - like"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_19_03
	at_At4g24850	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	Validation Accuracy: 4/12 (33.33%)
	Validation Frequency class 'mips_30_07': 9/2885 (0.31%)

	Evaluation on propertest data (4430 items):
	at_At1g02890	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_04
			mips_04_09
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63
			mips_63_19
			mips_98
	at_At1g07510 -	mips_02_13	"unknown protein (At1g07510)"
			mips_06_13_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g80350 -	mips_03_03_01_01	"CAD ATPase (AAA1)"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_14_01
			mips_30_04
			mips_40_07
	at_At2g30950 -	mips_02_16	"zinc dependent protease (VAR2)"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g34560	mips_03_03_05	"katanin like protein"
			mips_03_03_05_01
			mips_04_09
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At2g45500 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g09840	mips_02_11	"putative transitional endoplasmic reticulum ATPase"
			mips_02_11_05
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_09
	at_At3g28520 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g50940 -	mips_02_11_05	"BCS1 protein-like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
	at_At4g05380	mips_02_11_05	"putative protein"
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_30_07
			mips_30_08
	at_At4g29040 -	mips_06_13_01	"26S proteasome AAA-ATPase subunit RPT2a"
			mips_06_13_01_01
	at_At4g36580 -	mips_06_13_01	"ATPase-like protein"
			mips_06_13_01_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_At5g16930 -	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_48
	at_At5g17750 -	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
	at_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_At5g57480 -	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_40_16
			mips_63
			mips_63_19
			mips_99
	at_At5g58870 -	mips_03_99	"cell division protein - like"
			mips_06_13_99
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	Propertest Accuracy: 6/18 (33.33%)
	Propertest Frequency class 'mips_30_07': 16/4430 (0.36%)

	New (unknown) data (2885 items):
	at_At4g25830 -	no entry	null
	at_At1g04730 -	no entry	null


------------------
Rule 2422
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	seg(_orf_0) = 0
	->  class mips_63_19 "nucleotide binding"

	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_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_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_At1g52280 -	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610 -	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g45030	mips_05	"putative mitochondrial translation elongation factor G"
			mips_05_04
			mips_05_04_02
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_01
			mips_63_19
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g22950	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_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_At5g10260 -	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g14670	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g17060	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	Training Accuracy: 17/24 (70.83%)
	Training Frequency class 'mips_63_19': 251/5760 (4.36%)

	Evaluation on validation data (2885 items):
	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_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_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
	Validation Accuracy: 4/4 (100.00%)
	Validation Frequency class 'mips_63_19': 111/2885 (3.85%)

	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_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g49300 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At2g22390 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g11730 -	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820 -	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g27740 -	mips_01_03_04	"carbamoyl phosphate synthetase small subunit (carA)"
			mips_01_03_04_03
			mips_20_05
	at_At3g49860 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840 -	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g09720 -	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g17160	mips_08_16	"GTP-binding RAB2A like protein"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18130 -	mips_06_07_03	"phytochrome E"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
			mips_40_30
	at_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_At5g39620 -	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g45130 -	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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
	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: 10/23 (43.48%)
	Propertest Frequency class 'mips_63_19': 153/4430 (3.45%)

	New (unknown) data (2885 items):
	at_At3g12160 -	no entry	null


------------------
Rule 1347
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),seg(_orf_0) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	->  class mips_33_03 "animal cell type differentiation"

	Evaluation on training data (5760 items):
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At2g25810	mips_13_01	"putative aquaporin (tonoplast intrinsic protein)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g22960 -	mips_02_01	"pyruvate kinase like protein"
	at_At4g01470	mips_13	"putative water channel protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At4g17340	mips_08	"membrane channel like protein"
			mips_13_01
			mips_20
			mips_20_25
			mips_20_25_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_99
	at_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_At4g26390 -	mips_02	"pyruvate kinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_40_03
	Training Accuracy: 4/7 (57.14%)
	Training Frequency class 'mips_33_03': 160/5760 (2.78%)

	Evaluation on validation data (2885 items):
	at_At1g73190 -	mips_13_01	"tonoplast intrinsic protein, alpha (alpha-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_20_25_99
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g16240	mips_13_01	"delta tonoplast integral protein (delta-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g26520	mips_13_01	"salt-stress induced tonoplast intrinsic protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g53420	mips_20	"plasma membrane intrinsic protein 2a"
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_67
			mips_67_99
			mips_98
			mips_99
	at_At3g61430	mips_25_05_13	"plasma membrane intrinsic protein 1a"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At4g00430	mips_25_05_13	"transmembrane protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At4g18910 -	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At5g35790 -	mips_02_07	"glucose-6-phosphate dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g60660	mips_25_05_13	"mipC protein - like (aquaporin)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g63680 -	mips_02_01	"pyruvate kinase"
	Validation Accuracy: 6/10 (60.00%)
	Validation Frequency class 'mips_33_03': 88/2885 (3.05%)

	Evaluation on propertest data (4430 items):
	at_At1g01620	mips_25_05_13	"putative protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At1g17810 -	mips_13_01_01	"putative protein"
			mips_13_01_01_99
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g31880 -	mips_20_25	"hypothetical protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_99
	at_At2g29560 -	mips_01_05_01_01_01	"putative enolase (2-phospho-D-glycerate hydroylase)"
			mips_02_01
			mips_02_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
	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_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_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_At5g52920 -	mips_02_01	"pyruvate kinase"
	at_At5g63890 -	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	Propertest Accuracy: 4/9 (44.44%)
	Propertest Frequency class 'mips_33_03': 132/4430 (2.98%)

	New (unknown) data (2885 items):
	at_At5g15220 -	no entry	null


------------------
Rule 2429
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	->  class mips_40_08 "Golgi"

	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_At1g09180	mips_06_07_99	"putative GTP-binding protein, SAR1B"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g10630	mips_06_04	"similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_02
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g20090 -	mips_10_01_05_05	"RAC-like GTP-binding protein ARAC4"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g75840 -	mips_10_01_05_05	"rac-like GTP binding protein (ARAC5)"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870 -	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g09900 -	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g09910	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g15060 -	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g22950 -	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g51300 -	mips_10_01_05	"rac-like GTP binding protein Arac11"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11_01
			mips_13_05
			mips_13_07
			mips_13_11
			mips_30_04
	at_At3g53610 -	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At3g62560 -	mips_08_07_05	"Sar1-like GTP binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
			mips_62_02_01_01
			mips_62_02_01_01_99
	at_At4g17530	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g19640	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At4g28950 -	mips_10_01_05_05	"rac GTP binding protein Arac7"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35020 -	mips_10_01_05_05	"Rho1Ps homolog/ Rac-like protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35860 -	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g35950 -	mips_10_01_05_05	"ras-related small GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g39890 -	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990 -	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g03530	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g10260 -	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g14670 -	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g17060	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g59150	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g60860 -	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	Training Accuracy: 23/42 (54.76%)
	Training Frequency class 'mips_40_08': 125/5760 (2.17%)

	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_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_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_At1g18200 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_08_19
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_63_03
			mips_63_19
	at_At1g28550 -	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g56330	mips_04	"unknown protein"
			mips_06
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g73640 -	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830 -	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_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_At4g17170 -	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g20020 -	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g62880 -	mips_10_01_05_05	"Arac10"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	Validation Accuracy: 8/16 (50.00%)
	Validation Frequency class 'mips_40_08': 65/2885 (2.25%)

	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_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g49300	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At2g17800 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g22390	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g07410	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730 -	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g48040 -	mips_03	"rac GTP binding protein Arac8 (Arac8)"
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_01
			mips_11_05
			mips_11_05_03
			mips_13
			mips_13_05
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_02
			mips_63_19
	at_At3g49860	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840 -	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290 -	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g02080 -	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At4g09720 -	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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_At4g18130 -	mips_06_07_03	"phytochrome E"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
			mips_40_30
	at_At4g18430 -	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800 -	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g03520	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g20010 -	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g39620	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g45130 -	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g45970 -	mips_10_01_05	"Rac-like gtp binding protein ARAC2 (sp|Q38903)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59840 -	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g64990 -	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270 -	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560 -	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	Propertest Accuracy: 10/31 (32.26%)
	Propertest Frequency class 'mips_40_08': 96/4430 (2.17%)

	New (unknown) data (2885 items):
	at_At3g12160 -	no entry	null


------------------
Rule 927
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	->  class mips_67_50 "transport mechanism"

	Evaluation on training data (5760 items):
	at_At1g07670	mips_01	"endoplasmic reticulum-type calcium-transporting ATPase 4 (ECA4)"
			mips_13
			mips_13_05
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40_02
			mips_40_07
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g07810	mips_13_05	"ER-type Ca2+-pump protein"
			mips_13_07
			mips_25_05_09
			mips_40_07
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g10130	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At1g13210	mips_01_05_07	"puative calcium-transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g17260	mips_01	"H+-transporting ATPase AHA10"
			mips_40
			mips_40_02
			mips_63
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At1g17500	mips_01_05_07	"P-type ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g26130	mips_01_05_07	"P-type transporting ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g27770	mips_13_01	"envelope Ca2+-ATPase"
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g54280	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g59820	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g63440	mips_63_19	"ATP dependent copper transporter, putative"
			mips_67
			mips_67_50_25
	at_At1g68710	mips_01_05_07	"ATPase, putative"
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g72700	mips_01_05_07	"putative P-type transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g80660	mips_02	"H+-transporting ATPase 9 (aha9)"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At2g18960	mips_02_45	"plasma membrane proton ATPase (PMA)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50_22
			mips_67_50_25
	at_At2g19110	mips_08_19	"putative cadmium-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
	at_At2g36250 -	mips_03_03_03	"chloroplast division protein AtFtsZ2-1 (AtFtsZ2-1)"
			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_At2g39800 -	mips_01_01_01	"delta-1-pyrroline 5-carboxylase synthetase (P5C1)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_02_99
			mips_13_11_03
			mips_13_11_03_13
			mips_63_13
			mips_63_13_99
			mips_67_15
	at_At3g13900	mips_01	"putative ATPase"
			mips_01_05
			mips_01_05_07
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g21180	mips_47_03_01	"putative Ca2+-transporting ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g22910	mips_47	"calmodulin-stimulated calcium-ATPase, putative"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g25610	mips_01_05_07	"ATPase II, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_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_At4g29900	mips_67_04	"Ca2+-transporting ATPase - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30110	mips_40_08	"cadmium-transporting ATPase-like protein"
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_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_At4g37270	mips_02_45	"Cu2+-transporting ATPase-like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At5g13440 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase - like protein"
			mips_02_13
			mips_02_13_03
			mips_30_16
	at_At5g21930	mips_40_02	"metal-transporting ATPase - like protein"
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_At5g23630	mips_13	"cation-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g44240	mips_01_05_07	"ATPase, calcium-transporting"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g57110	mips_47_03_01	"Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g57350	mips_02_45	"plasma membrane ATPase 3 (proton pump) (sp|P20431)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	Training Accuracy: 31/34 (91.18%)
	Training Frequency class 'mips_67_50': 210/5760 (3.65%)

	Evaluation on validation data (2885 items):
	at_At2g07610	mips_02	"pseudogene"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_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_At2g24520	mips_01	"putative plasma membrane proton ATPase"
			mips_02
			mips_02_45
			mips_02_45_99
			mips_06
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At2g41560	mips_47_03_01	"putative Ca2+-ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_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_At3g55610 -	mips_01_01_01_01	"delta-1-pyrroline-5-carboxylate synthetase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_10_01
			mips_13_11_03
			mips_13_11_03_13
	at_At5g20020 -	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g55280 -	mips_03_03_03	"cell division protein FtsZ chloroplast homolog precursor (sp|Q42545)"
			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
	Validation Accuracy: 4/8 (50.00%)
	Validation Frequency class 'mips_67_50': 97/2885 (3.36%)

	Evaluation on propertest data (4430 items):
	at_At3g27870	mips_01_05_07	"P-type ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At3g42640	mips_67_50_22	"plasma membrane H+-ATPase-like protein"
			mips_67_50_25
	at_At3g47950	mips_02	"H+-transporting ATPase - like protein"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g63380	mips_47	"Ca2+-transporting ATPase -like protein"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g00900	mips_02_45	"Ca2+-transporting ATPase - like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At4g11730	mips_13_01	"H+-transporting ATPase - like protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30120	mips_08_19	"cadmium-transporting ATPase-like protein"
			mips_11_05_01
			mips_11_05_01_03
			mips_11_05_01_03_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17
			mips_63_17_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
	at_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_At5g04930	mips_01_05_07	"ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At5g13430 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase - like protein"
			mips_02_13
			mips_02_13_03
			mips_30_16
			mips_63_17_09
	at_At5g20010 -	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g44790	mips_67_50	"COPPER-TRANSPORTING ATPASE RAN1 (RESPONSIVE-TO-ANTAGONIST 1)"
			mips_67_50_25
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g62670	mips_02_45	"plasma membrane proton ATPase-like"
			mips_02_45_99
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At5g63960 -	mips_03_01_05_01	"DNA polymerase III catalytic subunit"
	at_At5g67100 -	mips_03_01_05_01	"DNA polymerase alpha 1"
	Propertest Accuracy: 11/16 (68.75%)
	Propertest Frequency class 'mips_67_50': 138/4430 (3.12%)

	New (unknown) data (2885 items):
	at_At4g33520 -	no entry	null


------------------
Rule 2350
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 0
	->  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_At1g10680	mips_67_28	"putative P-glycoprotein-2 emb|CAA71277"
			mips_67_50
			mips_67_50_25
	at_At1g12560 -	mips_40_01	"hypothetical protein"
	at_At1g15520	mips_01_06_13	"hypothetical protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g17840	mips_01_07	"putative ABC transporter (At1g17840)"
			mips_67_10
			mips_67_28
			mips_67_50_25
	at_At1g28010	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g30400	mips_67_50_25	"AtMRP1"
	at_At1g51460	mips_01_06_13	"ATP-dependent transmembrane transporter, putative"
			mips_01_07_01
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At1g53390	mips_01_06_13	"putative ABC transporter gb|AAD31586.1"
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_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_At1g62980 -	mips_40_01	"expansin At-EXP6, putative"
	at_At1g63270	mips_63_19_03	"hypothetical protein"
			mips_67_50
			mips_67_50_25
	at_At1g65410	mips_08_04	"ABC transporter like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At1g67940	mips_30_25	"ABC transporter like protein"
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At1g70610	mips_67_50	"transporter associated with antigen processing-like protein (TAP1)"
			mips_67_50_25
	at_At2g13610	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g28070	mips_01	"putative ABC transporter"
			mips_01_06
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g29940	mips_01_06_13	"putative ABC transporter"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_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_At2g39480	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	at_At3g07330 -	mips_01_05_01_03_02	"unknown protein"
			mips_30_27
			mips_30_27_01
	at_At3g13080	mips_67_50_25	"ABC transporter, putative"
	at_At3g13220	mips_01_06_13	"ABC transporter"
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g13640	mips_01_03	"RNase L inhibitor, putative"
			mips_02
			mips_01_03_16
			mips_01_03_16_01
			mips_02_11
			mips_04_05
			mips_04_05_05
			mips_08
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_19
			mips_67
			mips_67_15
			mips_67_50
			mips_67_50_25
	at_At3g21250	mips_40	"unknown protein"
			mips_63
			mips_63_19
			mips_67
			mips_67_50_25
	at_At3g28345	mips_67_50	"P-glycoprotein, putative, 3'partial"
			mips_67_50_25
	at_At3g28390	mips_67_28	"P-glycoprotein, putative"
			mips_67_50
			mips_67_50_25
	at_At3g28860	mips_14_04	"P-glycoprotein, putative"
			mips_63_19
			mips_67
			mips_67_50_25
	at_At3g30390	mips_01_01	"unknown protein"
			mips_01_01_07
			mips_08
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_10
			mips_67_12
			mips_67_50
			mips_67_50_03
			mips_67_50_03_03
	at_At3g47730	mips_67_50	"ABC-type transport protein-like protein"
			mips_67_50_25
	at_At3g47740	mips_67_50	"ABC-type transport protein-like protein"
			mips_67_50_25
	at_At3g47750	mips_67_50_25	"ABC-type transport protein-like protein"
	at_At3g47770	mips_05_01	"ABC-type transport protein-like protein"
			mips_05_01_01
			mips_67
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At3g47780	mips_47_03_11	"ABC-type transport protein-like protein"
			mips_47_03_11_07
			mips_67_04_07
			mips_67_04_07_99
			mips_67_07
			mips_67_07_03
			mips_67_50
			mips_67_50_25
	at_At3g53480	mips_01_06_13	"ABC transporter - like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g54540	mips_05_07	"ABC transporter - like protein"
			mips_08_16
			mips_08_16_03
			mips_67_50_25
	at_At3g55090	mips_01_06_13	"ABC transporter - like protein"
			mips_01_07_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At3g55130	mips_01_06	"ABC transporter - like protein"
			mips_01_06_13
			mips_08
			mips_11
			mips_11_07
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_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_At3g59760 -	mips_01_01_01_11	"cysteine synthase"
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_05
			mips_01_02
			mips_01_02_01
	at_At3g60160	mips_67_50_25	"multi resistance protein homolog"
	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_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_At3g63150 -	mips_08_16	"rac-GTP binding protein like"
			mips_63_17
			mips_63_17_01
	at_At4g01630 -	mips_30	"putative expansin"
			mips_30_01
			mips_40_01
			mips_98
	at_At4g01820	mips_67_28	"P-glycoprotein-like protein pgp3"
			mips_67_50
			mips_67_50_25
	at_At4g20110 -	mips_08_13	"vacuolar sorting receptor-like protein"
			mips_13_07
			mips_40_27
			mips_63_07
	at_At4g25450	mips_67_50	"putative protein"
			mips_67_50_25
	at_At4g27420	mips_01_06	"putative protein"
			mips_01_06_13
			mips_01_07
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At4g28620	mips_30_25	"ABC transporter - like protein"
			mips_67_50_25
	at_At4g28630	mips_30_25	"half-molecule ABC transporter ATM1"
			mips_67_50_25
	at_At4g33460	mips_08	"putative protein"
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_25
	at_At4g36630 -	mips_06_13_04	"hypothetical protein"
			mips_40_25
	at_At5g06530	mips_01_07_01	"ABC transporter like protein"
			mips_63_19_03
			mips_67_10
			mips_67_28
			mips_67_50
			mips_67_50_25
	at_At5g13580	mips_01_06_13	"ABC transporter-like protein"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_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_At5g39260 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g44110	mips_08_16	"NBD-like protein (gb|AAD20643.1)"
			mips_08_19
			mips_11_01_03
			mips_11_05_05
			mips_11_05_05_01
			mips_11_99
			mips_40_30
			mips_63_19_03
			mips_67_07
			mips_67_50_25
	at_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_At5g52860	mips_01_06_13	"ABC transporter-like protein"
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At5g58270	mips_30_25	"ABC transporter-like protein"
			mips_67_50_25
	at_At5g60740	mips_40	"xABC transporter - like protein"
			mips_63_19
			mips_67
			mips_67_10
			mips_67_50_25
	at_At5g60790	mips_08_16	"ABC transporter homolog PnATH - like"
			mips_08_16_03
			mips_67_50
			mips_67_50_25
	at_At5g61690	mips_67_13	"ABC transport protein - like"
			mips_67_50_25
	at_At5g61730	mips_67_50	"ABC transport protein - like"
			mips_67_50_25
	at_At5g66630 -	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	Training Accuracy: 52/66 (78.79%)
	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_At1g51500	mips_01_06_13	"ATP-dependent transmembrane transporter, putative"
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At1g59870	mips_01_06_13	"putative ABC transporter (At1g59870)"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g64550	mips_05_07	"ABC transporter protein, putative"
			mips_08_16
			mips_08_16_03
			mips_67_50_25
	at_At2g26910	mips_01_06_13	"putative ABC transporter"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g34660	mips_67_50	"MRP-like ABC transporter"
			mips_67_50_25
	at_At2g37360	mips_01_06_13	"putative ABC transporter"
			mips_01_07
			mips_01_07_01
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50_25
	at_At2g39350	mips_01_07_01	"putative ABC transporter"
			mips_67_10
			mips_67_50_25
	at_At2g41700	mips_08	"ATP-binding cassette transporter ABCA1"
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_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_At3g10670	mips_63_19_03	"ABC transporter like ATPase"
			mips_67_50
			mips_67_50_25
	at_At3g13090	mips_67_50_25	"ABC transporter like protein"
	at_At3g13100	mips_67_50	"ABC transporter, putative"
			mips_67_50_25
	at_At3g28380	mips_67_50	"P-glycoprotein, putative"
			mips_67_50_25
	at_At3g48870 -	mips_04	"AtClpC"
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11
			mips_11_01
			mips_11_01_05
			mips_40
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At3g55100	mips_01_06	"ABC transporter - like protein"
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_08
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At3g59140	mips_67_50_25	"ABC transporter-like protein"
	at_At3g60970	mips_08	"ABC transporter-like protein"
			mips_40_02
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At3g62700	mips_67_50_25	"ABC transporter-like protein"
	at_At4g30300	mips_63_19_03	"RNase L inhibitor-like protein"
			mips_67_50
			mips_67_50_25
	at_At5g09930	mips_03_01	"ABC transporter, ATP-binding protein-like"
			mips_03_01_05
			mips_03_01_05_01
			mips_08
			mips_08_16
			mips_08_16_03
			mips_40_16
			mips_63_19_03
			mips_67_50
			mips_67_50_25
	at_At5g15130 -	mips_04	"putative protein"
			mips_40_10
	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_At5g19410	mips_01_06	"membrane transporter - like protein"
			mips_01_06_13
			mips_08
			mips_40_02
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_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_At5g61740	mips_05_01	"ABC family transporter - like protein"
			mips_05_01_01
			mips_40_07
			mips_67_04
			mips_67_13
			mips_67_50
			mips_67_50_25
	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
	Validation Accuracy: 21/27 (77.78%)
	Validation Frequency class 'mips_67_50': 97/2885 (3.36%)

	Evaluation on propertest data (4430 items):
	at_At1g04120	mips_67_50_25	"multi-drug resistance protein"
	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_At1g15210	mips_01_06_13	"putative ABC transporter"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g27940	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g30410	mips_08	"hypothetical protein"
			mips_40_02
			mips_67_50
			mips_67_50_25
	at_At1g30420	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g31770	mips_01_07	"unknown protein"
			mips_01_07_01
			mips_08
			mips_40_02
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At1g48120 -	mips_02	"serine/threonine phosphatase PP7, putative"
			mips_01_04
			mips_01_05
			mips_03
			mips_03_03
			mips_06_07
			mips_63_03
	at_At1g53270	mips_01_06_13	"putative ABC transporter emb|AAD22683.1"
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At1g54350	mips_67_50	"hypothetical protein"
			mips_67_50_25
	at_At1g56450 -	mips_03_03	"putative protein (At1g56450)"
			mips_03_03_01
			mips_03_03_02
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_30_04
			mips_40_07
	at_At1g66950	mips_01_06_13	"ABC transporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g71960	mips_01_07_01	"putative ABC transporter"
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At2g01320	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_01_07
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g07680	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	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_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_At2g36380	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g37010	mips_01	"putative ABC transporter"
			mips_01_06
			mips_01_06_13
			mips_08
			mips_11
			mips_11_07
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g47800	mips_67_50	"MRP-like ABC transporter"
			mips_67_50_25
	at_At3g09330 -	mips_01_01	"hypothetical protein"
			mips_01_01_07
			mips_05
			mips_40_02
			mips_67
			mips_67_10
			mips_67_12
	at_At3g16340	mips_01_06_13	"putative ABC transporter"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g21090	mips_01_06_13	"ABC transporter, putative"
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g25620	mips_01_06	"membrane transporter, putative"
			mips_01_06_13
			mips_01_07
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g28344	mips_67_50	"P-glycoprotein, 5' partial"
			mips_67_50_25
	at_At3g28360	mips_67_50_25	"P-glycoprotein like protein"
	at_At3g52310	mips_01_07_01	"ABC transporter-like protein"
			mips_67_10
			mips_67_28
			mips_67_50
			mips_67_50_25
	at_At3g53510	mips_01_06_13	"ABC transporter -like protein"
			mips_01_07
			mips_01_07_01
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_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_At3g55110	mips_01_06_13	"ABC transporter - like protein"
			mips_01_07
			mips_01_07_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_10
			mips_67_50_25
	at_At3g55320	mips_67_28	"P-glycoprotein - like"
			mips_67_50_25
	at_At4g01830	mips_67_28	"putative P-glycoprotein-like protein"
			mips_67_50_25
	at_At4g05520 -	mips_40_10	""
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_01
			mips_98
	at_At4g15230	mips_01_07	"ABC transporter like protein"
			mips_01_07_01
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At4g18050	mips_01_06	"multidrug resistance protein/P-glycoprotein - like"
			mips_06_13
			mips_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_02
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At4g19210	mips_01_03	"RNase L inhibitor-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_02_11
			mips_04_05_05
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_67_15
			mips_67_50
			mips_67_50_25
	at_At4g25750	mips_01_06_13	"putative membrane transporter"
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50
			mips_67_50_25
	at_At4g25960	mips_67_28	"P-glycoprotein-2 (pgp2)"
			mips_67_50
			mips_67_50_25
	at_At4g39850	mips_01	"peroxisomal ABC transporter (PED3)"
			mips_01_06
			mips_08
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At5g02270	mips_08	"ABC transporter -like protein"
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_At5g03910	mips_67_50_25	"ABC transporter -like protein"
	at_At5g14100	mips_67_50_25	"putative protein"
	at_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_At5g50920 -	mips_06_01	"ATP-dependent Clp protease, ATP-binding subunit"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At5g61700	mips_67_50_25	"ABC family transporter - like protein"
	at_At5g64840	mips_08_16	"ABC transporter protein 1-like"
			mips_08_16_03
			mips_67_50_25
	Propertest Accuracy: 39/47 (82.98%)
	Propertest Frequency class 'mips_67_50': 138/4430 (3.12%)

	New (unknown) data (2885 items):
	at_At1g29670 -	no entry	null
	at_At4g18970 -	no entry	null
	at_At5g08460 -	no entry	null
	at_At5g36860 -	no entry	null
	at_At5g39480 -	no entry	null
	at_At1g52020 -	mips_99	""
	at_At1g54000 -	no entry	null
	at_At3g09170 -	no entry	null
	at_At3g42730 -	no entry	null
	at_At3g56400 -	no entry	null
	at_At4g04130 -	no entry	null
	at_At4g05280 -	no entry	null
	at_At5g34800 -	no entry	null
	at_At5g39490 -	no entry	null
	at_At5g45050 -	no entry	null
	at_At1g03900 -	no entry	null
	at_At1g34610 -	no entry	null
	at_At1g34740 -	no entry	null
	at_At2g03980 -	no entry	null
	at_At2g04020 -	no entry	null
	at_At2g19010 -	no entry	null
	at_At4g38400 -	no entry	null


------------------
Rule 906
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	ipr_Cytochrome_P450(_orf_0,_ipr_1),hmmpfam_p450(_orf_0,_hmmpfam_id_2) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	->  class mips_08_04 "mitochondrial transport"

	Evaluation on training data (5760 items):
	at_At1g06020 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g06030 -	mips_02	"fructokinase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g06870 -	mips_06_07_11	"chloroplast thylakoidal processing peptidase like protein"
			mips_08_16
			mips_08_16_05
			mips_40_01
			mips_40_30
	at_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_At1g72820	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
			mips_67_50
			mips_67_50_03
	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_At2g22500	mips_01_05_07	"putative mitochondrial dicarboxylate carrier protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At2g46320	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At3g08580	mips_01_03_19	"adenylate translocator"
			mips_08_04
			mips_67_16
	at_At3g09820 -	mips_01_03_01	"putative adenosine kinase"
			mips_01_03_01_03
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At3g15710 -	mips_06_07_11	"putative signal peptidase 21kDa subunit"
			mips_08_16
			mips_08_16_05
	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_At3g59480 -	mips_01_05_01_01_01	"fructokinase-like protein"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At4g01100	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At4g10260 -	mips_02	"fructokinase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At4g24570	mips_08_04	"putative mitochondrial uncoupling protein"
			mips_67_04
	at_At4g26180	mips_01_03_19	"putative mitochondrial carrier protein"
			mips_01_05
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
			mips_67_16
	at_At4g27600 -	mips_01_03	"carbohydrate kinase like protein"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
			mips_40_03
	at_At4g32400	mips_08_04	"adenylate translocator (brittle-1) - like protein"
	at_At5g01340	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At5g01500	mips_08_04	"unknown protein"
	at_At5g03300 -	mips_01_03_01	"adenosine kinase (MOK16.21)"
			mips_01_03_01_03
			mips_02_07
			mips_02_07_03
	at_At5g13490	mips_01_03_19	"adenosine nucleotide translocator"
			mips_08_04
			mips_67_16
	at_At5g14040 -	mips_01_03_01	"mitochondrial phosphate translocator"
			mips_01_03_01_01
			mips_67_04_07
	at_At5g48970	mips_01_05_07	"mitochondrial carrier protein-like"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g51830 -	mips_01_05_01_01_01	"fructokinase 1"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At5g64970	mips_08_04	"mitochondrial carrier protein-like"
			mips_40_19
			mips_63_17
			mips_63_17_01
			mips_67_04
	Training Accuracy: 18/29 (62.07%)
	Training Frequency class 'mips_08_04': 45/5760 (0.78%)

	Evaluation on validation data (2885 items):
	at_At1g07030	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
	at_At1g17160 -	mips_01_03	"putative ribokinase"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At1g29880 -	mips_05_07	"glycyl-tRNA synthetase"
			mips_05_10
	at_At1g74240	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
	at_At2g04430 -	mips_01_03	"putative mutT domain protein"
			mips_02
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_02_13
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
	at_At2g30440 -	mips_06_04	"putative signal peptidase I"
			mips_06_07
			mips_06_07_11
			mips_08
			mips_08_16
			mips_08_16_05
			mips_30_16
			mips_40_02
			mips_40_16
			mips_40_30
	at_At3g08980 -	mips_03_01	"putative mitochondrial inner membrane protease subunit 2"
			mips_03_01_05
			mips_03_01_05_01
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_08
			mips_08_16
			mips_08_16_05
			mips_40_02
			mips_40_16
			mips_40_30
	at_At4g27940 -	mips_63_17_01	"unknown protein"
	at_At4g39460	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At5g17400	mips_01_03	"ADP/ATP translocase-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At5g43910 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_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: 5/13 (38.46%)
	Validation Frequency class 'mips_08_04': 19/2885 (0.66%)

	Evaluation on propertest data (4430 items):
	at_At1g29960 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_05
			mips_06_04
			mips_06_07_11
			mips_06_13
			mips_08_16
			mips_08_16_05
			mips_30
			mips_30_16
	at_At1g53530 -	mips_03_01_05	"hypothetical protein"
			mips_06_07_11
			mips_08_16
			mips_08_16_05
			mips_30_16
	at_At1g66430 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
	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_At2g31390 -	mips_02_01	"putative fructokinase"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At2g37890	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_67_04
			mips_67_07
			mips_67_99
	at_At2g47490	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
	at_At3g21390	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At3g48850	mips_08_04	"mitochondrial phosphate transporter"
			mips_67_04_07
	at_At3g53940	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At3g55640	mips_01_03_19	"Ca-dependent solute carrier - like protein"
			mips_08_04
			mips_67_99
	at_At4g12720 -	mips_01_03_10	"growth factor like protein"
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_10_01_09
			mips_10_01_09_11
	at_At4g28390	mips_01_03	"ADP,ATP carrier-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At4g29060 -	mips_05	"unknown protein"
			mips_05_04_02
			mips_63_03
	at_At4g35800 -	mips_04_01	"DNA-directed RNA polymerase (EC 2.7.7.6) II largest chain"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
	at_At5g04970 -	mips_01_05_99	"pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At5g09470	mips_08_04	"mitochondrial carrier-like protein"
	at_At5g15640	mips_08	"putative mitochondrial carrier protein"
			mips_08_04
			mips_40_16
			mips_67_04
	at_At5g19760	mips_01_05_07	"oxoglutarate/malate translocator-like protein"
			mips_08_04
			mips_67_07
	at_At5g26200	mips_01_03	"mitochondrial carrier - like protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g47240 -	mips_01_03	"mutT domain protein-like"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_10
			mips_03_01_05
			mips_03_01_05_01
	at_At5g58970	mips_02_13	"uncoupling protein AtUCP2"
			mips_02_99
			mips_08_04
	Propertest Accuracy: 13/22 (59.09%)
	Propertest Frequency class 'mips_08_04': 34/4430 (0.77%)

	New (unknown) data (2885 items):
	at_At1g76100 -	no entry	null
	at_At2g02130 -	no entry	null
	at_At2g02140 -	no entry	null
	at_At1g20340 -	no entry	null
	at_At1g34060 -	no entry	null
	at_At1g61070 -	no entry	null
	at_At2g02100 -	no entry	null
	at_At2g02120 -	no entry	null
	at_At5g66400 -	no entry	null
	at_At1g20130 -	no entry	null
	at_At5g07540 -	no entry	null


------------------
Rule 2783
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 1
	hmmpfam_pkinase(_orf_0,_hmmpfam_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 1
	seg(_orf_0) = 0
	->  class mips_01_04 "phosphate metabolism"

	Evaluation on training data (5760 items):
	at_At1g18350	mips_01_04	"MAP kinase kinase 5, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_04_09
			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_25_05_25
			mips_30_04
			mips_40_04
			mips_40_04_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g76540 -	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720 -	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At2g37840	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g40560	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40870 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41920 -	mips_04_09	"putative protein kinase"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g41930 -	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g45490 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At3g10540	mips_01	"putative 3-phosphoinositide-dependent protein kinase-1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_63
			mips_63_19
	at_At3g13530 -	mips_13	"MAP3K epsilon protein kinase"
			mips_13_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_63_07
	at_At3g22750	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g59790	mips_01_04	"mitogen-activated protein kinase-like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_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_At4g13020 -	mips_03_01_03	"serine/threonine-specific protein kinase MHK"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g14780	mips_01_04	"kinase like protein"
			mips_06_07
			mips_10_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
	at_At4g18710 -	mips_14_01_03	"shaggy-like protein kinase etha (EC 2.7.1.-)"
			mips_25_05_07
	at_At4g19110	mips_01_04	"putative serine/threonine-protein kinase"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g22940	mips_01_04	"putative cdc2 kinase homolog"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At4g33080	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_10
			mips_14_10_02
	at_At4g36450 -	mips_10_01_05_01	"MAP kinase like protein"
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At5g14640 -	mips_25_05_07	"protein kinase MSK-3 - like"
	at_At5g67080 -	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 12/26 (46.15%)
	Training Frequency class 'mips_01_04': 161/5760 (2.80%)

	Evaluation on validation data (2885 items):
	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_At1g49180	mips_01_04	"similar to MAP/ERK kinase kinase 3 gi|4505153"
			mips_13_03
			mips_13_03_01
			mips_14_01
	at_At1g61590 -	mips_10_05	"putative protein"
	at_At1g73690 -	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g74490 -	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g25880 -	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g40580	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g46070	mips_01_04	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_11
			mips_11_01
			mips_11_01_03
			mips_13
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_63_19
	at_At3g48750 -	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g10010	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_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_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_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
	Validation Accuracy: 6/14 (42.86%)
	Validation Frequency class 'mips_01_04': 105/2885 (3.64%)

	Evaluation on propertest data (4430 items):
	at_At1g18040 -	mips_03_03_01_01_09	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_40_04_03
	at_At1g20650 -	mips_10_05	"hypothetical protein"
	at_At1g20930	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g50230 -	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	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_At2g34290 -	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At3g12690 -	mips_14_10	"protein kinase, putative"
			mips_14_10_02
	at_At3g27560 -	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	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_At3g48260 -	mips_03_03	"protein kinase -like protein"
			mips_03_03_01
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At3g50310	mips_01_04	"protein kinase -like protein"
			mips_14_10
			mips_14_10_02
	at_At3g54180 -	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g00720 -	mips_14_01_03	"Shaggy related protein kinase tetha"
			mips_25_05_07
	at_At4g13190 -	mips_10_01_01	"putative protein"
	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_At5g26751	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g35960 -	mips_10_05	"serine/threonine protein kinase-like"
	Propertest Accuracy: 4/17 (23.53%)
	Propertest Frequency class 'mips_01_04': 122/4430 (2.75%)

	New (unknown) data (2885 items):
	at_At1g12580 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g21250 -	no entry	null
	at_At1g76370 -	no entry	null
	at_At3g57770 -	no entry	null
	at_At4g00330 -	no entry	null
	at_At4g04700 -	no entry	null
	at_At4g10390 -	no entry	null
	at_At4g31220 -	no entry	null
	at_At5g02290 -	no entry	null
	at_At5g13160 -	no entry	null
	at_At1g24030 -	no entry	null
	at_At1g66460 -	no entry	null
	at_At1g76360 -	no entry	null
	at_At2g28590 -	no entry	null
	at_At3g46410 -	no entry	null
	at_At4g23240 -	no entry	null
	at_At5g35580 -	no entry	null
	at_At1g48220 -	no entry	null
	at_At1g78530 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At3g15890 -	no entry	null
	at_At4g11500 -	no entry	null


------------------
Rule 978
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2),seg(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 0
	->  class mips_05_01 "ribosome biogenesis"

	Evaluation on training data (5760 items):
	at_At1g04480	mips_05_01	"putative 60S ribosomal protein L17"
			mips_05_01_01
			mips_05_04
			mips_06_10
	at_At1g52300	mips_05_01	"60S ribosomal protein L37, putative"
			mips_05_01_01
	at_At1g65480 -	mips_63_09	"flowering time locus T (FT)"
			mips_63_13
	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_At1g74270	mips_05_01	"putative ribosomal protein"
			mips_05_01_01
	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_At2g19720	mips_05_01_01	"40S ribosomal protein S15A"
	at_At3g11940	mips_05_01_01	"putative 40S ribosomal protein S5"
			mips_06_10
			mips_30_03
			mips_30_99
			mips_37
			mips_37_03
			mips_37_03_11
			mips_37_03_11_05
			mips_62_01_07
	at_At3g23390	mips_05_01	"putative ribosomal protein"
			mips_05_01_01
			mips_05_04
	at_At3g53740	mips_05	"60S RIBOSOMAL PROTEIN L36 homolog"
			mips_05_01_01
			mips_06_10
			mips_30_03
			mips_63_03_03
	at_At4g14910 -	mips_01_01	"imidazoleglycerol-phosphate dehydratase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
	at_At4g20990 -	mips_01_05_01_01_05	"carbonic anhydrase -like protein"
			mips_01_05_01_01_99
			mips_01_05_01_03_01
			mips_01_05_01_03_05
			mips_47_03_21
			mips_47_03_21_02
	at_At4g26520 -	mips_01_05_01_01_01	"fructose-bisphosphate aldolase"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At4g38970 -	mips_01_05_01_01_02	"fructose-bisphosphate aldolase like protein"
			mips_02_01
			mips_02_07
			mips_13_05
	at_At5g03840 -	mips_25_03	"Terminal flower1 (TFL1)"
			mips_63_09
			mips_63_13
	at_At5g10810 -	mips_04_05_01_04_03	"enhancer of rudimentary homolog ATER"
			mips_63_03_01
	at_At5g13930 -	mips_01_06_01_05	"chalcone synthase (naringenin-chalcone synthase) (testa 4 protein) (sp|P13114)"
			mips_01_07_01
			mips_01_20_35
			mips_01_20_35_01
	at_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_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_At5g65780 -	mips_01_01_01_15	"branched-chain amino acid aminotransferase"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	Training Accuracy: 8/20 (40.00%)
	Training Frequency class 'mips_05_01': 114/5760 (1.98%)

	Evaluation on validation data (2885 items):
	at_At1g50090 -	mips_01_01	"branched-chain amino acid aminotransferase, putative"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_16
	at_At1g61700 -	mips_04	"hypothetical protein"
			mips_04_01
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_40
			mips_40_10
			mips_40_10_99
	at_At2g09990	mips_05_01	"40S ribosomal protein S16"
			mips_05_01_01
			mips_30_03
			mips_63_03_03
			mips_63_07
	at_At2g25760 -	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g36460 -	mips_01_05_01_01_01	"putative fructose bisphosphate aldolase"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At3g14930 -	mips_01_20_19	"uroporphyrinogen decarboxylase, putative"
			mips_01_20_19_01
			mips_43
			mips_43_03
			mips_43_03_07
			mips_43_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At3g21110 -	mips_01_03_01	"phosphoribosyamidoimidazole-succinocarboxamide synthase, putative"
			mips_01_03_01_03
	at_At3g52930 -	mips_01_05_01_01_01	"fructose bisphosphate aldolase - like protein"
			mips_01_05_01_01_02
			mips_02_01
			mips_02_07
			mips_13_05
	at_At4g15930 -	mips_01_02	"dynein light chain like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_08_22
			mips_08_22_01
			mips_13_03
			mips_13_03_01
			mips_14_01
			mips_25_05_25
			mips_30_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_06
	at_At4g29430	mips_05_01	"ribosomal protein S15a homolog"
			mips_05_01_01
			mips_05_04
	at_At5g02450	mips_05_01	"60S ribosomal protein - like"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_63_03_03
	at_At5g61170	mips_05	"40S ribsomal protein S19 - like"
			mips_05_01_01
			mips_06_10
			mips_14_01
			mips_14_01_01
			mips_14_04_07
			mips_33_03_07
			mips_33_03_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_03_03
	Validation Accuracy: 4/12 (33.33%)
	Validation Frequency class 'mips_05_01': 62/2885 (2.15%)

	Evaluation on propertest data (4430 items):
	at_At1g07770	mips_05_01	"Putative 40S ribosomal protein S15A"
			mips_05_01_01
	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_At1g18100 -	mips_63_09	"terminal Flower 1 (TFL1), putative"
			mips_63_13
	at_At1g34030 -	mips_05_04_01	"ribosomal protein S18 - like"
	at_At2g27550 -	mips_63_09	"Arabidopsis thaliana centroradialis (ATC)"
			mips_63_13
	at_At2g37600	mips_05_01	"60S ribosomal protein L36"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_63_03_03
	at_At3g16080	mips_05_01	"putative ribosomal protein"
			mips_05_01_01
	at_At3g22230	mips_05	"ribosomal protein L27, putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_40_03
			mips_48
			mips_63_03
			mips_63_03_03
	at_At3g22320 -	mips_04_01	"RNA polymerase I, II and III 24.3 kDa subunit"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
	at_At3g46040	mips_05_01	"cytoplasmic ribosomal protein S15a -like"
			mips_05_01_01
	at_At3g56280 -	mips_04_09	"protein kinase"
			mips_30_04
			mips_40_04_03
	at_At4g02580 -	mips_01_06_01_07	"predicted NADH dehydrogenase 24 kD subunit"
			mips_01_06_01_07_15
			mips_01_06_10
			mips_02_11_05
			mips_02_11_07
			mips_02_13
			mips_02_13_03
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At4g14320	mips_05_01	"ribosomal protein"
			mips_05_01_01
	at_At5g02960	mips_05_01	"unknown protein"
			mips_05_01_01
	at_At5g18380 -	mips_30_03	"40S RIBOSOMAL PROTEIN S16"
	at_At5g59850	mips_05_01	"cytoplasmic ribosomal protein S15a - like"
			mips_05_01_01
	Propertest Accuracy: 9/16 (56.25%)
	Propertest Frequency class 'mips_05_01': 103/4430 (2.33%)

	New (unknown) data (2885 items):
	at_At3g09680 -	no entry	null
	at_At1g07070 -	no entry	null
	at_At2g25210 -	no entry	null
	at_At2g39590 -	no entry	null
	at_At4g13590 -	no entry	null
	at_At3g46860 -	no entry	null


------------------
Rule 1084
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	ipr_Proline-rich_region(_orf_0,_ipr_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),seg(_orf_0) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),seg(_orf_0) = 1
	->  class mips_40_25 "vacuole or lysosome"

	Evaluation on training data (5760 items):
	at_At1g08450 -	mips_04_05_01_04_99	"calreticulin like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g11080 -	mips_06	"Serine carboxypeptidase isolog"
			mips_06_13
	at_At1g26560 -	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g26770 -	mips_30_01	"expansin 10"
			mips_40_01
	at_At1g73290	mips_06_01	"putative serine carboxypeptidase"
			mips_06_04
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At1g73300	mips_06_07_11	"putative serine carboxypeptidase"
			mips_40_25
			mips_62_02_01_01
	at_At2g03090 -	mips_30_01	"expansin like protein"
			mips_40_01
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g23010 -	mips_06_13	"putative serine carboxypeptidase I"
	at_At2g40610 -	mips_40_01	"putative expansin"
	at_At3g07990	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g15370 -	mips_30_01	"putative expansin S2 precursor"
			mips_40_01
	at_At3g17180 -	mips_06_13	"putative serine carboxypeptidase II"
	at_At3g25420	mips_40_25	"serine carboxypeptidase, putative"
			mips_62_02_01_01
	at_At3g45010	mips_06_13_04	"carboxypeptidase precursor-like protein"
			mips_40_25
	at_At4g21320 -	mips_06	"putative protein"
			mips_06_13
	at_At4g35010	mips_01_05_01_01_01	"beta-galactosidase - like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g36360	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g38590	mips_01_20_01	"galactosidase like protein"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g08260	mips_40_07	"serine-type carboxypeptidase II-like protein"
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g23210	mips_06	"serine carboxypeptidase II-like protein"
			mips_06_07_11
			mips_40_25
			mips_62_02_01_01
			mips_67
	Training Accuracy: 12/22 (54.55%)
	Training Frequency class 'mips_40_25': 112/5760 (1.94%)

	Evaluation on validation data (2885 items):
	at_At1g20190 -	mips_40_01	"expansin S2 precursor like protein"
	at_At1g43780	mips_06_07_11	"serine carboxypeptidase II, putative"
			mips_40_25
			mips_62_02_01_01
	at_At1g56340 -	mips_04_05_01_04_99	"putative protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At2g13440 -	mips_03_03_03	"similar to glucose inhibited division protein A from prokaryotes"
	at_At2g22990	mips_06_07_11	"putative serine carboxypeptidase I"
			mips_40_25
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g28950 -	mips_40_01	"putative expansin"
	at_At4g24230 -	mips_62_02_01_02	"putative protein"
			mips_63_09
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g22980	mips_06_13_04	"serine carboxypeptidase"
			mips_40_25
	Validation Accuracy: 5/10 (50.00%)
	Validation Frequency class 'mips_40_25': 71/2885 (2.46%)

	Evaluation on propertest data (4430 items):
	at_At1g09080 -	mips_01_03	"putative luminal binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_06_01
			mips_13_11
			mips_20_25
	at_At1g15000	mips_06_13_04	"serine carboxypeptidase precursor, putative"
			mips_40_25
			mips_62_02_01_02
	at_At1g69530 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At2g27920	mips_06_01	"putative carboxypeptidase"
			mips_06_04
			mips_06_13
			mips_06_13_04
			mips_06_13_04_02
			mips_40_07
			mips_40_09
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_67
	at_At2g41680 -	mips_01_02	"putative thioredoxin reductase"
			mips_01_02_01
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_13_01
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_05
	at_At3g12230	mips_06_07_11	"hypothetical protein"
			mips_40_25
	at_At3g29030 -	mips_40_01	"expansin At-EXP5"
	at_At3g55500 -	mips_40_01	"expansin-like protein"
	at_At3g55800 -	mips_02_01	"sedoheptulose-bisphosphatase precursor"
			mips_02_30
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g63470	mips_06_07_11	"serin carboxypeptidase - like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g25630 -	mips_04_01	"fibrillarin - like protein"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_40_10_07
	at_At4g30610	mips_06_07_11	"SERINE CARBOXYPEPTIDASE II-like protein"
			mips_40_25
	at_At4g38210 -	mips_30_01	"expansin -like protein"
			mips_40_01
	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_At5g36180	mips_06_01	"serine carboxypeptidase"
			mips_06_07_11
			mips_06_10
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g39310 -	mips_30_01	"expansin-like protein"
			mips_40_01
	at_At5g52470 -	mips_04_01	"fibrillarin homolog (Fbr1)"
			mips_04_01_04
			mips_04_05_05_01
			mips_40_10_07
	at_At5g52490 -	mips_04_01	"fibrillarin-like"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_40_10_07
	at_At5g56320 -	mips_40_01	"expansin"
	Propertest Accuracy: 6/19 (31.58%)
	Propertest Frequency class 'mips_40_25': 102/4430 (2.30%)

	New (unknown) data (2885 items):
	at_At2g23000 -	no entry	null
	at_At2g33530 -	no entry	null
	at_At3g12240 -	no entry	null
	at_At5g42240 -	no entry	null
	at_At1g73310 -	no entry	null
	at_At2g22920 -	no entry	null
	at_At2g22980 -	no entry	null
	at_At1g28110 -	no entry	null
	at_At1g31820 -	no entry	null


------------------
Rule 1016
	ipr_Cytochrome_P450(_orf_0,_ipr_1),hmmpfam_p450(_orf_0,_hmmpfam_id_2) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	ipr_G-protein_beta_WD-40_repeat(_orf_0,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),seg(_orf_0) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),seg(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	->  class mips_40_25 "vacuole or lysosome"

	Evaluation on training data (5760 items):
	at_At1g01300 -	mips_06_13_99	"chloroplast nucleoid DNA binding protein, putative"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g09850 -	mips_06_13_04	"papain-like cysteine peptidase XBCP3"
			mips_06_13_99
	at_At1g11910 -	mips_06_13_99	"putative aspartic proteinase"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g44130	mips_06_13_04	"nucellin, putative"
			mips_06_13_04_01
			mips_40_25
	at_At1g65240	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g66180	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g77370 -	mips_01_03	"putative protein"
			mips_01_03_07
			mips_02_11
			mips_11
			mips_11_01
			mips_67
			mips_67_15
	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_At2g17760 -	mips_06_13	"putative chloroplast nucleoid DNA-binding protein"
			mips_20_03
	at_At2g20270 -	mips_01_03_07	"putative glutaredoxin"
	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_At3g19400 -	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_20_25_16
	at_At3g27240 -	mips_02_13	"cytochrome c, putative"
	at_At3g49340	mips_06_07_11	"cysteine protease - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51330	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_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_At3g61820	mips_06_13	"unknown protein"
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At4g01620	mips_06_07_11	"cathepsin B-like cysteine protease"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62_01
			mips_62_01_05
	at_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_At4g11310 -	mips_06_10	"cysteine proteinase-like protein"
			mips_06_13
			mips_06_13_99
	at_At4g11320	mips_06_13_99	"cysteine proteinase like protein"
			mips_08_13
			mips_40_25
	at_At4g16640 -	mips_06_13_99	"proteinase-like protein, predicted GPI-anchored protein (by homology)"
			mips_13_05
			mips_13_05_01
			mips_40_27_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_03
			mips_63_17_09
	at_At4g22050	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g39090	mips_02_99	"drought-inducible cysteine proteinase RD19A precursor"
			mips_06_07_11
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_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_At5g03630 -	mips_01_01	"monodehydroascorbate reductase (NADH) - like protein"
			mips_01_07
			mips_01_07_01
			mips_02_08
			mips_02_11
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g10080	mips_06_07	"predicted GPI-anchored protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10760 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g10770 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g13520 -	mips_01_01_99	"leukotriene-A4 hydrolase-like protein"
			mips_01_06_01_05
			mips_06_13_01
			mips_20_25_16
			mips_20_25_16_07
			mips_40_27
	at_At5g17770 -	mips_01_06_01	"NADH-cytochrome b5 reductase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_11
			mips_40_07
			mips_67_04
			mips_67_15
	at_At5g20890 -	mips_30_04_03	"T-complex protein 1, beta subunit"
			mips_30_04_05
			mips_67_99
	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_At5g42620 -	mips_06_13	"major surface like glycoprotein"
			mips_13_07
	at_At5g43060	mips_06_07_11	"cysteine protease component of protease-inhibitor complex"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At5g45120	mips_06_13_04	"chloroplast nucleoid DNA-binding protein-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g47350	mips_01_06_07	"palmitoyl-protein thioesterase precursor-like"
			mips_06_13_04
			mips_06_13_04_01
			mips_20_25_01
			mips_20_25_01_01
			mips_40_25
	at_At5g61060 -	mips_03_01	"histone deacetylase - like"
			mips_03_01_09
			mips_03_01_09_05
	Training Accuracy: 20/40 (50.00%)
	Training Frequency class 'mips_40_25': 112/5760 (1.94%)

	Evaluation on validation data (2885 items):
	at_At1g12720 -	mips_29_02	"hypothetical protein"
	at_At1g20850	mips_02_99	"putative cysteine proteinase"
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At1g62290 -	mips_06_13_99	"putative aspartic protease (At1g62290)"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At2g27420	mips_06_07_11	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At2g33260 -	mips_67_99	"putative tyrosine-specific transport 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_At3g18520 -	mips_03_01	"histone deacetylase, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
	at_At3g45310	mips_06_07_11	"cysteine protease-like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At3g48350	mips_06_13	"cysteine endopeptidase precursor - like protein"
			mips_06_13_99
			mips_40_25
	at_At3g51340	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At3g55260	mips_01_05_01_01_01	"beta-N-acetylhexosaminidase -like protein"
			mips_01_06_04
			mips_40_25
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At4g16190	mips_02_99	"cysteine proteinase like protein"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At5g40810 -	mips_02	"cytochrome c1 precursor"
			mips_02_11
			mips_02_13
			mips_40_16
			mips_67_15
	at_At5g50260	mips_06	"cysteine endopeptidase"
			mips_06_13
			mips_06_13_99
			mips_40
			mips_40_25
			mips_98
	Validation Accuracy: 8/15 (53.33%)
	Validation Frequency class 'mips_40_25': 71/2885 (2.46%)

	Evaluation on propertest data (4430 items):
	at_At1g08210	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g51590 -	mips_01_05_01_01	"mannosyl-oligosaccharide 1,2-alpha-mannosidase, putative"
			mips_01_05_01_01_02
			mips_06
			mips_40_08
			mips_63_17_01
	at_At1g63770 -	mips_01_01_99	"putative aminopeptidase"
			mips_02
			mips_01_05
			mips_01_05_04
			mips_02_19
			mips_03
			mips_06_13
			mips_40_27
	at_At1g64830 -	mips_06_13	"hypothetical protein"
			mips_20_03
	at_At2g03200 -	mips_04	"putative chloroplast nucleoid DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
			mips_99
	at_At2g21430	mips_02_99	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At2g23460 -	mips_10_01_05	"extra-large GTP-binding protein (XLG1)"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At2g28030	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	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_At3g19390	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_40_25
	at_At3g20015	mips_06_13_04	"putative nucleoid chloroplast DNA-binding protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At3g25700	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g43960 -	mips_02_99	"cysteine proteinase - like predicted GPI-anchored protein"
			mips_06_13_99
	at_At3g48340	mips_06_07_11	"cysteine endopeptidase - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At3g60170 -	mips_29_01	"putative protein"
			mips_29_99
	at_At4g05020 -	mips_02_08	"unknown protein"
			mips_02_13
	at_At4g28220 -	mips_02_08	"putative NADH dehydrogenase"
			mips_02_11
			mips_02_13
			mips_67_15
	at_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_At4g35350	mips_06_13	"cysteine proteinase - like protein"
			mips_06_13_99
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g36880	mips_06_13_99	"cysteine proteinase"
			mips_08_13
			mips_40_25
	at_At5g43100	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g43710 -	mips_01_05_01_01_02	"unknown protein"
			mips_63_17
			mips_63_17_01
	at_At5g60360	mips_06_07_11	"AALP protein"
			mips_06_10
			mips_06_13_04
			mips_06_13_04_01
			mips_08_13
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	Propertest Accuracy: 13/23 (56.52%)
	Propertest Frequency class 'mips_40_25': 102/4430 (2.30%)

	New (unknown) data (2885 items):
	at_At1g02300 -	no entry	null
	at_At4g34410 -	no entry	null
	at_At5g36740 -	no entry	null
	at_At1g22190 -	no entry	null
	at_At1g64380 -	no entry	null
	at_At2g44840 -	no entry	null
	at_At4g17950 -	no entry	null
	at_At5g21960 -	no entry	null
	at_At5g61890 -	no entry	null
	at_At1g31820 -	no entry	null
	at_At2g18400 -	no entry	null
	at_At5g67010 -	no entry	null


------------------
Rule 761
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),seg(_orf_0) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	coil(_orf_0) = 0
	->  class mips_40_10 "nucleus"

	Evaluation on training data (5760 items):
	at_At1g06040 -	mips_25_05_10	"salt-tolerance protein"
			mips_40_04_05
	at_At1g07660	mips_03_01_99	"histone H4"
			mips_30_10
			mips_40_10_03
	at_At1g08420 -	mips_02	"protein serine/threonine phosphatase alpha, putative"
			mips_01_04
			mips_03_03
			mips_05
			mips_05_07
			mips_06_07
	at_At1g10840 -	mips_06_13_01	"putative translation initiation factor"
			mips_06_13_01_01
			mips_25_05_25
	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_At1g23370	mips_04	"homeotic protein, putative"
			mips_14_04
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_40_10
	at_At1g51060	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g60850	mips_04_01	"RNA polymerase subunit"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_06_10
			mips_40_10_07
	at_At1g64040 -	mips_02	"phosphoprotein phosphatase 1"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At1g71230	mips_04_05_01_04_01	"c-Jun coactivator-like protein (AJH2)"
			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_At1g75410 -	mips_25_05_10	"homeodomain protein BELL1, putative"
			mips_25_05_13
			mips_25_05_15
			mips_33_03_13
			mips_35_03_17
	at_At1g76300	mips_04	"putative small nuclear ribonucleoprotein Sm D3"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_40
			mips_40_10
			mips_40_10_07
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
	at_At1g77840 -	mips_04_05_01_01	"putative eukaryotic translation initiation factor 5 (EIF-5) sp|P48724; similar to ESTs emb|F19992, gb|N96933, emb|Z33699, emb|F19991"
	at_At2g01500 -	mips_14_01_01	"putative homeodomain transcription factor"
			mips_14_04_07
			mips_33_03_09
			mips_33_03_09_01
			mips_33_03_09_03
			mips_35_03_05
			mips_35_03_05_09
			mips_62_01_01
			mips_62_02_99
	at_At2g17360 -	mips_03	"putative ribosomal protein S4"
			mips_03_03
			mips_03_03_01
			mips_05
			mips_05_01_01
			mips_14
			mips_14_04
			mips_63_01
			mips_63_02
			mips_63_03
			mips_63_03_03
	at_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_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_At2g28720	mips_03_01_99	"putative histone H2B"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At2g28750 -	mips_03_01_99	"pseudogene"
	at_At2g33880	mips_14_10	"putative homeodomain transcription factor"
			mips_14_10_02
			mips_25_05_10
			mips_25_05_13
			mips_40_10_03
			mips_63_03_01
	at_At2g37470	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_98
	at_At3g06820 -	mips_04_05_01_04_01	"unknown protein"
			mips_04_05_01_04_99
			mips_05_07
			mips_05_99
			mips_25_05_25
			mips_30_10
			mips_30_10_99
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_01
	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_At3g20670	mips_03_01_99	"histone H2A, putative"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g46030	mips_03_01_99	"histone H2B -like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At3g46320 -	mips_03_01_99	"histone H4-like protein"
	at_At3g54560	mips_03_01_99	"histone H2A.F/Z"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g54990 -	mips_25_03	"APETALA2 - like protein"
	at_At4g03080 -	mips_01_05_04	"putative phospho-ser/thr phosphatase"
			mips_02_19
			mips_03_03_02
			mips_05_07
			mips_14_04_03_01
	at_At4g17380 -	mips_03	"putative protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_01_05_03_01
			mips_03_03
			mips_03_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_01
			mips_47_03_15_07
			mips_63_03
			mips_63_19
	at_At4g19820 -	mips_40_27	"putative chitinase"
			mips_63_13
			mips_63_13_01
	at_At4g27230	mips_03_03_04	"histone H2A- like protein"
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_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_At4g35490 -	mips_05_01	"ribosomal protein L11 homolog"
			mips_05_01_01
	at_At5g01940 -	mips_05_04_01	"translation initiation factor eIF-2 beta chain-like protein"
			mips_62_01_99
			mips_62_02_03
	at_At5g02560	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g02570 -	mips_03_01_99	"putative protein"
	at_At5g15840 -	mips_04_05_01_04_03	"CONSTANS"
			mips_63_03_01
	at_At5g20920 -	mips_05_01	"translation initiation factor eIF-2 beta chain - like protein"
			mips_05_01_01
			mips_05_04_01
			mips_05_07
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02_03
			mips_63_03_03
	at_At5g22880	mips_03_01_99	"histone H2B like protein (emb|CAA69025.1)"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g23540 -	mips_05_99	"26S proteasome, non-ATPase regulatory subunit"
			mips_06_13_01
			mips_06_13_01_01
			mips_25_05_25
			mips_30_10
			mips_30_10_99
	at_At5g24340	mips_04_01	"putative protein"
			mips_04_01_04
			mips_14_20
			mips_25_05_25
			mips_40_10_07
	at_At5g24930 -	mips_10_01	"putative protein"
			mips_10_01_01
	at_At5g25220	mips_03	"KNAT3 homeodomain protein"
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
			mips_40_10
			mips_63
			mips_63_01
			mips_63_03
	at_At5g27670	mips_03_01_99	"histone H2A-like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63_03_01
	at_At5g54640	mips_03_01_99	"histone H2A (gb|AAF64418.1)"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g56280	mips_05_04	"COP9 complex subunit 6"
			mips_06_13_01
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	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_At5g59970 -	mips_03_01	"histone H4 - like protein"
			mips_03_01_99
	Training Accuracy: 21/49 (42.86%)
	Training Frequency class 'mips_40_10': 464/5760 (8.06%)

	Evaluation on validation data (2885 items):
	at_At1g07790	mips_03	"histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g10600 -	mips_04_05_05_01	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_01
	at_At1g52740	mips_03_01_99	"putative histone H2A"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g76050 -	mips_01_03	"RNA pseudouridylate synthase, putative"
			mips_01_03_04
			mips_01_03_99
			mips_01_07
			mips_01_07_01
			mips_01_07_99
			mips_04_01
			mips_04_01_99
			mips_04_03
			mips_04_03_06
	at_At1g78600 -	mips_30_08	"unknown protein"
			mips_30_25
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_17
			mips_63_17_09
	at_At2g15400	mips_04_01	"DNA-directed RNA polymerase II, third largest subunit"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_40_10_07
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_11
			mips_47_03_11_09
			mips_48
	at_At2g27210 -	mips_02	"putative phosphoprotein phosphatase"
			mips_01_04
			mips_03_03
			mips_06_07
	at_At2g39820 -	mips_05_04_01	"putative translation initiation factor"
			mips_40_04_07
	at_At2g39990	mips_06_13_01	"26S proteasome regulatory subunit"
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	at_At2g42810 -	mips_01_04	"putative phosphoprotein phosphatase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_10_01_05
			mips_10_01_05_01
			mips_48
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
	at_At3g07650 -	mips_25_03	"unknown protein"
	at_At3g09480	mips_03	"putative histone H2B"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At3g21880 -	mips_62_02_01_01	"hypothetical protein"
	at_At3g45980	mips_03_01	"histone H2B"
			mips_03_01_99
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At4g02840	mips_04_05_05	"small nuclear riboprotein Sm-D1-like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At4g19730 -	mips_11_05_03	"putative protein"
			mips_11_07
			mips_11_07_03
			mips_11_10
			mips_11_10_07
			mips_40_27
			mips_63_13
			mips_63_13_01
			mips_63_13_99
	at_At4g19740 -	mips_11_07_03	"putative protein"
			mips_11_10
			mips_11_10_07
			mips_40_27
			mips_63_13
			mips_63_13_01
	at_At4g28130 -	mips_01_06_01_01	"putative diacylglycerol kinase (fragment)"
			mips_10_01_09
			mips_10_01_09_11
			mips_47_03_15
			mips_47_03_15_07
			mips_63_17_01
			mips_63_19_03
	at_At5g54600 -	mips_05	"50S ribosomal protein L24, chloroplast precursor"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_16
	at_At5g59910 -	mips_03_01_99	"histone H2B - like protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	Validation Accuracy: 7/20 (35.00%)
	Validation Frequency class 'mips_40_10': 208/2885 (7.21%)

	Evaluation on propertest data (4430 items):
	at_At1g07820 -	mips_03	"histone H4"
			mips_03_01
			mips_03_01_99
			mips_14_04
			mips_25_05
			mips_30
	at_At1g08170	mips_03_01_99	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At1g08880	mips_03	"histone H2A like protein"
			mips_03_01
			mips_03_01_99
			mips_03_03
			mips_03_03_04
			mips_03_03_04_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At1g20580	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_40_10_07
	at_At1g48120 -	mips_02	"serine/threonine phosphatase PP7, putative"
			mips_01_04
			mips_01_05
			mips_03
			mips_03_03
			mips_06_07
			mips_63_03
	at_At1g54690 -	mips_03_01_99	"unknown protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10_03
	at_At1g62360 -	mips_14_01	"homeobox transcription factor shootmeristemless (stm)"
			mips_14_01_03
			mips_14_20
			mips_25_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
	at_At1g68520 -	mips_25_03	"putative B-box zinc finger protein"
	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_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_At2g39250 -	mips_25_03	"putative AP2 domain transcription factor"
	at_At2g47890 -	mips_11_01	"putative CONSTANS-like B-box zinc finger protein"
	at_At3g07590	mips_04_05_05_01	"putative small nuclear ribonucleoprotein (Sm-D1)"
			mips_04_05_05_01_10
			mips_40_10_07
	at_At3g11270	mips_06_13_01	"hypothetical protein"
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	at_At3g18010	mips_04	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_15
			mips_33_03_13
			mips_35_03_17
			mips_40
			mips_40_10
			mips_63_03
	at_At3g45930 -	mips_03_01_99	"Histone H4 - like protein"
	at_At3g53650	mips_03_01_99	"histone H2B - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At3g53730	mips_03_01_99	"histone H4-like protein"
			mips_30_10
			mips_40_10_03
	at_At4g19720 -	mips_01	"putative protein"
			mips_01_05
			mips_11
			mips_11_05
			mips_11_05_03
	at_At4g26430 -	mips_06_13_01	"COP9 signalosome subunit 6 (CSN6B)"
			mips_06_13_01_01
	at_At4g27310 -	mips_11_01	"putative protein"
	at_At4g34390 -	mips_10_01_05_05	"extra-large G-protein - like"
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_62_02_01_02
	at_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_At5g05770 -	mips_04_05_01_04_01	"unknown protein"
			mips_25_05_10
			mips_25_05_17
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At5g05780	mips_05	"26S proteasome regulatory subunit S12 (MOV34 protein) (sp|O24412)"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	at_At5g07090 -	mips_05_01	"ribosomal protein S4"
			mips_05_01_01
			mips_63_02
			mips_63_03_03
	at_At5g26110 -	mips_04_09	"endopeptidase - like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g26900 -	mips_03_03_01_01	"WD-repeat protein - like"
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_06_07_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_14_01_03
	at_At5g27720	mips_04_05_05_01	"glycine rich protein - like"
			mips_04_05_05_01_10
			mips_04_99
			mips_40_10_07
			mips_63_03_03
	at_At5g58420 -	mips_05_01_01	"ribosomal protein S4 - like"
			mips_63_02
	at_At5g59690 -	mips_03_01_99	"histone H4 - like protein"
	at_At5g59870	mips_03_01_99	"histone H2A - like protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	at_At5g60120 -	mips_04_05	"APETALA2 protein - like"
			mips_04_05_01
			mips_04_05_01_04
			mips_25
			mips_25_03
	at_At5g63870 -	mips_01_05_04	"ser/thr protein phosphatase catalytic subunit-like protein"
	Propertest Accuracy: 12/34 (35.29%)
	Propertest Frequency class 'mips_40_10': 324/4430 (7.31%)

	New (unknown) data (2885 items):
	at_At1g03450 -	no entry	null
	at_At1g63040 -	no entry	null
	at_At1g68190 -	no entry	null
	at_At2g02130 -	no entry	null
	at_At2g24790 -	no entry	null
	at_At2g31980 -	no entry	null
	at_At3g12490 -	no entry	null
	at_At3g21150 -	no entry	null
	at_At4g23230 -	no entry	null
	at_At4g27170 -	mips_65	"NWMU4 - 2S albumin 4 precursor"
	at_At4g39070 -	no entry	null
	at_At5g17810 -	no entry	null
	at_At5g43380 -	no entry	null
	at_At5g47550 -	no entry	null
	at_At5g63660 -	no entry	null
	at_At1g25470 -	no entry	null
	at_At1g43860 -	no entry	null
	at_At1g73870 -	no entry	null
	at_At1g75540 -	no entry	null
	at_At2g02100 -	no entry	null
	at_At2g02120 -	no entry	null
	at_At2g39840 -	no entry	null
	at_At3g45390 -	no entry	null
	at_At4g08150 -	no entry	null
	at_At4g15250 -	no entry	null
	at_At4g16500 -	no entry	null
	at_At4g19630 -	no entry	null
	at_At5g08780 -	no entry	null
	at_At5g11060 -	no entry	null
	at_At5g15850 -	no entry	null
	at_At5g48250 -	no entry	null
	at_At5g54470 -	no entry	null
	at_At5g61780 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At1g22720 -	no entry	null
	at_At1g49130 -	no entry	null
	at_At1g53730 -	no entry	null
	at_At2g46850 -	no entry	null
	at_At4g27150 -	mips_65	"NWMU2 - 2S albumin 2 precursor"
	at_At4g32040 -	no entry	null


------------------
Rule 1107
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),seg(_orf_0) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 1
	->  class mips_06_13 "proteolytic degradation"

	Evaluation on training data (5760 items):
	at_At2g05920	mips_06_13_04	"serine protease like protein"
	at_At3g14240	mips_06_13_04	"unknown protein"
	at_At4g00230	mips_06_13	"subtilisin-type serine endopeptidase XSP1"
	at_At4g21320	mips_06	"putative protein"
			mips_06_13
	at_At4g21650	mips_06_13	"subtilisin proteinase like protein"
	at_At4g31300	mips_03_03_02	"multicatalytic endopeptidase complex, proteasome precursor, beta subunit"
			mips_06_13_01
			mips_06_13_01_01
			mips_14_04_03
			mips_14_04_03_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_05
			mips_65
	Training Accuracy: 6/6 (100.00%)
	Training Frequency class 'mips_06_13': 252/5760 (4.38%)

	Evaluation on validation data (2885 items):
	at_At1g30600	mips_06_13	"putative serine proteinase"
	at_At1g32960	mips_06_13	"hypothetical protein"
	at_At3g48870	mips_04	"AtClpC"
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11
			mips_11_01
			mips_11_01_05
			mips_40
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At4g10520	mips_06_13	"putative subtilisin-like protease"
	at_At4g34980	mips_06_13_04	"subtilisin proteinase - like"
	at_At5g59190	mips_06_13	"cucumisin precursor - like"
	Validation Accuracy: 6/6 (100.00%)
	Validation Frequency class 'mips_06_13': 139/2885 (4.82%)

	Evaluation on propertest data (4430 items):
	at_At1g01900	mips_06_13	"hypothetical protein"
	at_At4g21640	mips_06_13	"subtilisin-like protease"
	at_At4g30020	mips_06_13	""
	at_At5g03620	mips_06_13	"cucumisin precursor -like protein"
	at_At5g50920	mips_06_01	"ATP-dependent Clp protease, ATP-binding subunit"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At5g63920 -	mips_03_01_03	"DNA topoisomerase III"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_01_99
			mips_03_03_02
			mips_30_10
			mips_40_10_03
			mips_48
			mips_63_03_01
	Propertest Accuracy: 5/6 (83.33%)
	Propertest Frequency class 'mips_06_13': 188/4430 (4.24%)

	New (unknown) data (2885 items):
	at_At1g20160 -	no entry	null
	at_At1g21650 -	no entry	null
	at_At1g32940 -	no entry	null
	at_At2g19170 -	no entry	null
	at_At3g46840 -	no entry	null
	at_At3g46850 -	no entry	null
	at_At4g21630 -	no entry	null
	at_At5g11940 -	no entry	null
	at_At5g45640 -	no entry	null
	at_At5g59090 -	no entry	null
	at_At5g59100 -	no entry	null
	at_At5g67360 -	no entry	null
	at_At1g04110 -	no entry	null
	at_At1g20150 -	no entry	null
	at_At1g32950 -	no entry	null
	at_At1g32970 -	no entry	null
	at_At1g66220 -	no entry	null
	at_At4g10550 -	no entry	null
	at_At5g51750 -	no entry	null
	at_At5g59120 -	no entry	null
	at_At5g59130 -	no entry	null
	at_At1g66210 -	no entry	null
	at_At3g14067 -	no entry	null
	at_At4g10530 -	no entry	null
	at_At4g15040 -	no entry	null
	at_At5g44530 -	no entry	null
	at_At5g45650 -	no entry	null
	at_At5g59810 -	no entry	null


------------------
Rule 485
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	ipr_G-protein_beta_WD-40_repeat(_orf_0,_ipr_1) = 0
	ipr_Cytochrome_c__heme-binding_site(_orf_0,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	->  class mips_06_13 "proteolytic degradation"

	Evaluation on training data (5760 items):
	at_At1g01300	mips_06_13_99	"chloroplast nucleoid DNA binding protein, putative"
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g05190 -	mips_05_01	"putative chloroplast 50S ribosomal protein, L6"
			mips_05_01_01
	at_At1g06260	mips_06_07_11	"cysteine proteinase, putative"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
	at_At1g09850	mips_06_13_04	"papain-like cysteine peptidase XBCP3"
			mips_06_13_99
	at_At1g11910	mips_06_13_99	"putative aspartic proteinase"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g19210 -	mips_04	"AP2 domain-containing unknown protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At1g44130	mips_06_13_04	"nucellin, putative"
			mips_06_13_04_01
			mips_40_25
	at_At1g65240	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g66180	mips_06_13	"unknown protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g69100	mips_06_13	"hypothetical protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At1g77370 -	mips_01_03	"putative protein"
			mips_01_03_07
			mips_02_11
			mips_11
			mips_11_01
			mips_67
			mips_67_15
	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_At2g17760	mips_06_13	"putative chloroplast nucleoid DNA-binding protein"
			mips_20_03
	at_At2g20270 -	mips_01_03_07	"putative glutaredoxin"
	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_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_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_At2g45040	mips_06_13_99	"putative metalloproteinase, predicted GPI-anchored protein (by homology)"
			mips_13_05
			mips_13_05_01
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_05
			mips_14_04_09
			mips_14_04_09_05
			mips_25_05_02
			mips_30_27
			mips_40_27
	at_At3g19400	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_20_25_16
	at_At3g21160 -	mips_01_05_01_01_02	"putative alpha 1,2-mannosidase"
	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_At3g49340	mips_06_07_11	"cysteine protease - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At3g50050	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g51330	mips_06_13	"predicted GPI-anchored protein"
			mips_20
			mips_20_03
			mips_40_25
	at_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_At3g61820	mips_06_13	"unknown protein"
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At4g01620	mips_06_07_11	"cathepsin B-like cysteine protease"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_30_25
			mips_40_25
			mips_43
			mips_43_03
			mips_62_01
			mips_62_01_05
	at_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_At4g11310	mips_06_10	"cysteine proteinase-like protein"
			mips_06_13
			mips_06_13_99
	at_At4g11320	mips_06_13_99	"cysteine proteinase like protein"
			mips_08_13
			mips_40_25
	at_At4g15700 -	mips_01_03	"glutaredoxin homolog"
			mips_02
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g16640	mips_06_13_99	"proteinase-like protein, predicted GPI-anchored protein (by homology)"
			mips_13_05
			mips_13_05_01
			mips_40_27_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_03
			mips_63_17_09
	at_At4g22050	mips_06_13_04	"aspartic proteinase like protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At4g23520	mips_06_13_99	"cysteine proteinase - like protein"
	at_At4g39090	mips_02_99	"drought-inducible cysteine proteinase RD19A precursor"
			mips_06_07_11
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_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_At5g03630 -	mips_01_01	"monodehydroascorbate reductase (NADH) - like protein"
			mips_01_07
			mips_01_07_01
			mips_02_08
			mips_02_11
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At5g10080	mips_06_07	"predicted GPI-anchored protein"
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g10760 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g10770 -	mips_20_03	"nucleoid DNA-binding protein cnd41 - like protein"
			mips_40_26
			mips_40_26_03
	at_At5g13520	mips_01_01_99	"leukotriene-A4 hydrolase-like protein"
			mips_01_06_01_05
			mips_06_13_01
			mips_20_25_16
			mips_20_25_16_07
			mips_40_27
	at_At5g17770 -	mips_01_06_01	"NADH-cytochrome b5 reductase"
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_11
			mips_40_07
			mips_67_04
			mips_67_15
	at_At5g20890 -	mips_30_04_03	"T-complex protein 1, beta subunit"
			mips_30_04_05
			mips_67_99
	at_At5g26360 -	mips_03_03	"chaperonin gamma chain - like protein"
			mips_03_03_01
			mips_06_01
			mips_06_04
			mips_40_04
	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_At5g42620	mips_06_13	"major surface like glycoprotein"
			mips_13_07
	at_At5g43060	mips_06_07_11	"cysteine protease component of protease-inhibitor complex"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At5g45120	mips_06_13_04	"chloroplast nucleoid DNA-binding protein-like"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At5g47350	mips_01_06_07	"palmitoyl-protein thioesterase precursor-like"
			mips_06_13_04
			mips_06_13_04_01
			mips_20_25_01
			mips_20_25_01_01
			mips_40_25
	at_At5g61060 -	mips_03_01	"histone deacetylase - like"
			mips_03_01_09
			mips_03_01_09_05
	Training Accuracy: 36/52 (69.23%)
	Training Frequency class 'mips_06_13': 252/5760 (4.38%)

	Evaluation on validation data (2885 items):
	at_At1g12720 -	mips_29_02	"hypothetical protein"
	at_At1g20850	mips_02_99	"putative cysteine proteinase"
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At1g62290	mips_06_13_99	"putative aspartic protease (At1g62290)"
			mips_10_01_05_03
			mips_20_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_01
	at_At2g27420	mips_06_07_11	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_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_At2g33260 -	mips_67_99	"putative tyrosine-specific transport protein"
	at_At2g34080	mips_06	"putative cysteine proteinase"
			mips_06_13
			mips_06_13_99
			mips_98
			mips_99
	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_At3g13860 -	mips_05	"chaperonin like protein"
			mips_06
			mips_06_01
			mips_06_10
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_16
			mips_63
			mips_63_19
	at_At3g18190 -	mips_03	"chaperonin subunit, putative"
			mips_03_03
			mips_03_03_01
			mips_05
			mips_06_01
			mips_11
			mips_11_01
			mips_40_03
			mips_40_04
			mips_63_19
	at_At3g18520 -	mips_03_01	"histone deacetylase, putative"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_04_05_01_04_03
			mips_06_07
			mips_06_07_04
			mips_06_10
			mips_14_10
			mips_14_10_02
	at_At3g20050 -	mips_06_01	"t-complex polypeptide 1 homologue"
	at_At3g23990 -	mips_06_01	"mitochondrial chaperonin hsp60"
			mips_06_10
	at_At3g45310	mips_06_07_11	"cysteine protease-like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At3g48350	mips_06_13	"cysteine endopeptidase precursor - like protein"
			mips_06_13_99
			mips_40_25
	at_At3g51340	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At3g55260 -	mips_01_05_01_01_01	"beta-N-acetylhexosaminidase -like protein"
			mips_01_06_04
			mips_40_25
	at_At3g59080 -	mips_40_26	"putative protein"
			mips_40_26_03
	at_At4g05110 -	mips_01_03_19	"putative equilibrative nucleoside transporter ENT6 (ENT6)"
	at_At4g15660 -	mips_01_03_07	"glutaredoxin"
	at_At4g15690 -	mips_01_03	"glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g16190	mips_02_99	"cysteine proteinase like protein"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At5g16070 -	mips_25_05_25	"TCP-1 chaperonin-like protein"
			mips_30_04_03
			mips_30_04_05
			mips_47_03_15
			mips_47_03_15_07
	at_At5g45890	mips_06_07_11	"senescence-specific cysteine protease"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At5g50260	mips_06	"cysteine endopeptidase"
			mips_06_13
			mips_06_13_99
			mips_40
			mips_40_25
			mips_98
	at_At5g63030 -	mips_01_03_07	"glutaredoxin-like protein"
	Validation Accuracy: 11/26 (42.31%)
	Validation Frequency class 'mips_06_13': 139/2885 (4.82%)

	Evaluation on propertest data (4430 items):
	at_At1g02620 -	mips_08_07	"GTP-binding protein Sar1, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g08210	mips_06_13_04	"predicted GPI-anchored protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At1g24510 -	mips_06_01	"T-complex chaperonin protein , epsilon subunit"
	at_At1g29090	mips_06_07_11	"cysteine proteinase, putative"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At1g51590 -	mips_01_05_01_01	"mannosyl-oligosaccharide 1,2-alpha-mannosidase, putative"
			mips_01_05_01_01_02
			mips_06
			mips_40_08
			mips_63_17_01
	at_At1g63770	mips_01_01_99	"putative aminopeptidase"
			mips_02
			mips_01_05
			mips_01_05_04
			mips_02_19
			mips_03
			mips_06_13
			mips_40_27
	at_At1g64830	mips_06_13	"hypothetical protein"
			mips_20_03
	at_At2g03200	mips_04	"putative chloroplast nucleoid DNA binding protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_13
			mips_20
			mips_20_03
			mips_98
			mips_99
	at_At2g21430	mips_02_99	"putative cysteine proteinase"
			mips_06_13_04
			mips_06_13_99
			mips_08_13
			mips_40_25
	at_At2g23460 -	mips_10_01_05	"extra-large GTP-binding protein (XLG1)"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At2g28030	mips_06_13	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
	at_At2g28040	mips_06_13_04	"putative chloroplast nucleoid DNA binding protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05_03
			mips_20_03
			mips_40_25
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_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_At2g33210 -	mips_05	"mitochondrial chaperonin (HSP60)"
			mips_06
			mips_06_01
			mips_06_10
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_16
			mips_63
			mips_63_19
	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_At3g19390	mips_06_13_99	"putative cysteine proteinase RD21A precursor"
			mips_40_25
	at_At3g20015	mips_06_13_04	"putative nucleoid chloroplast DNA-binding protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
			mips_40_26
			mips_40_26_03
	at_At3g25700	mips_06_13_04	"hypothetical protein"
			mips_06_13_04_01
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_40_25
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g42550	mips_06_13	"putative protein"
			mips_06_13_99
			mips_10_01_05
			mips_10_01_05_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
	at_At3g43960	mips_02_99	"cysteine proteinase - like predicted GPI-anchored protein"
			mips_06_13_99
	at_At3g48340	mips_06_07_11	"cysteine endopeptidase - like protein"
			mips_06_13_04
			mips_06_13_04_01
			mips_06_13_99
			mips_40_25
	at_At3g54940	mips_02_99	"cysteine proteinase precursor-like protein"
			mips_06_10
			mips_06_13_04
			mips_06_13_99
	at_At4g02980 -	mips_03_99	"auxin-binding protein 1 precursor"
			mips_20_20
			mips_20_20_18
	at_At4g03210 -	mips_01_05_99	"putative xyloglucan endotransglycosylase"
			mips_40_01
	at_At4g05020 -	mips_02_08	"unknown protein"
			mips_02_13
	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_At4g28220 -	mips_02_08	"putative NADH dehydrogenase"
			mips_02_11
			mips_02_13
			mips_67_15
	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_At4g35350	mips_06_13	"cysteine proteinase - like protein"
			mips_06_13_99
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g36880	mips_06_13_99	"cysteine proteinase"
			mips_08_13
			mips_40_25
	at_At5g43100	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At5g60360	mips_06_07_11	"AALP protein"
			mips_06_10
			mips_06_13_04
			mips_06_13_04_01
			mips_08_13
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	Propertest Accuracy: 21/33 (63.64%)
	Propertest Frequency class 'mips_06_13': 188/4430 (4.24%)

	New (unknown) data (2885 items):
	at_At1g02300 -	no entry	null
	at_At4g34410 -	no entry	null
	at_At5g36740 -	no entry	null
	at_At1g22190 -	no entry	null
	at_At1g64380 -	no entry	null
	at_At2g44840 -	no entry	null
	at_At4g17950 -	no entry	null
	at_At4g22080 -	no entry	null
	at_At5g21960 -	no entry	null
	at_At5g61890 -	no entry	null
	at_At1g31820 -	no entry	null
	at_At2g18400 -	no entry	null
	at_At4g00980 -	no entry	null
	at_At5g67010 -	no entry	null


------------------
Rule 2169
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),scanregexp(_orf_0,_scanregexp_id_4,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_3) = 0
	ipr_AAA_ATPase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 1
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	->  class mips_06_13 "proteolytic degradation"

	Evaluation on training data (5760 items):
	at_At1g06430	mips_02_16	"cell division protease FtsH, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_63_17
			mips_63_17_09
			mips_63_19_03
	at_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_At1g09100	mips_04_05_01_04_01	"putative 26S protease regulatory subunit 6A"
			mips_04_05_01_04_03
			mips_04_05_01_04_99
			mips_04_99
			mips_06_13_01
			mips_06_13_01_01
			mips_06_13_99
	at_At1g15520 -	mips_01_06_13	"hypothetical protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g19810 -	mips_02_11_05	"AAA ATPase, putative"
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At1g27900 -	mips_04_05_05	"ATP-dependent RNA helicase (At1g27900)"
			mips_04_05_05_01
	at_At1g33290	mips_06_13_01	"hypothetical protein"
			mips_06_13_01_01
			mips_20_25_07
	at_At1g43910	mips_06_10	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	at_At1g50250	mips_02_16	"chloroplast FtsH protease, putative"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At1g63160 -	mips_03_01	"replication factor, putative"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_40_10_99
	at_At1g63270 -	mips_63_19_03	"hypothetical protein"
			mips_67_50
			mips_67_50_25
	at_At1g73170 -	mips_01_01_07	"unknown protein"
			mips_63_19_03
			mips_67_10
			mips_67_50_25
	at_At1g77620	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_05
			mips_03_03_05_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_09
			mips_06
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_03
			mips_40_07
			mips_40_10
			mips_63
			mips_63_19
			mips_98
	at_At1g79560	mips_02_16	"FtsH like cell division protein"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_17_09
	at_At2g16440 -	mips_03_01	"putative CDC21 protein"
			mips_03_01_03
			mips_03_03_01
			mips_14_04
			mips_30_10
			mips_40_10_03
			mips_63_19
	at_At2g20140	mips_02_11_05	"26S proteasome subunit 4"
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At2g27600	mips_06_04	"putative AAA-type ATPase"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_13
			mips_30_08
			mips_30_25
			mips_40_22
	at_At2g28070 -	mips_01	"putative ABC transporter"
			mips_01_06
			mips_01_06_13
			mips_01_07
			mips_01_07_01
			mips_40_99
			mips_63_09
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At2g29940 -	mips_01_06_13	"putative ABC transporter"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At2g39480 -	mips_67_28	"putative ABC transporter"
			mips_67_50
			mips_67_50_25
	at_At2g46620	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At3g13220 -	mips_01_06_13	"ABC transporter"
			mips_63_19_03
			mips_67_10
			mips_67_13
			mips_67_50_25
	at_At3g19740	mips_03_03_05	"ATPase, putative"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g22880 -	mips_03	"meiotic recombination protein (AtDMC1)"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_03
			mips_03_03
			mips_03_03_02
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_25_05
			mips_40
			mips_40_10
			mips_63_03
			mips_63_19
			mips_98
	at_At3g27120 -	mips_03	"spastin protein, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_04
			mips_08
			mips_08_07
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_07
			mips_63_01
			mips_63_19
	at_At3g28540	mips_02_11_05	"hypothetical protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At3g28570	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_62_01
			mips_62_01_05
			mips_62_01_07
			mips_62_01_99
			mips_62_02_01_01
			mips_62_02_01_01_03
			mips_62_02_01_01_05
	at_At3g28580 -	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At3g32920 -	mips_03_01	"recA, putative"
			mips_03_01_05
			mips_03_01_05_01
	at_At3g47060	mips_02_13	"FtsH metalloprotease - like protein"
			mips_03_99
			mips_06_13_99
	at_At3g50930 -	mips_04_09	"BCS1 protein-like protein"
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At3g53480 -	mips_01_06_13	"ABC transporter - like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At3g56690 -	mips_04_09	"calmodulin-binding protein"
			mips_30_07
			mips_30_08
	at_At4g02470 -	mips_02_11	""
			mips_02_11_05
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04180 -	mips_02_11	"putative vesicle transfer ATPase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04910 -	mips_02	"putative component of vesicle-mediated transport"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_08
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
	at_At4g14670	mips_06_01	"heat shock protein like"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At4g14700 -	mips_03_03_01_01	"replication control protein 1 like"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g18820 -	mips_40_37	"putative protein"
	at_At4g27680	mips_02_11_05	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_40_09
	at_At4g28000	mips_02_11	"putative protein"
			mips_02_11_05
			mips_06_01
			mips_06_13_01
	at_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_At5g03940 -	mips_08_02	"signal recognition particle 54CP protein precursor"
			mips_63_03_03
			mips_63_19_05
	at_At5g08470	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g15250	mips_02_13	"FtsH-like protein Pftf precursor - like"
			mips_02_16
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_63_19_03
	at_At5g17730	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At5g17740	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_40_07
	at_At5g17760 -	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_30_07
			mips_30_08
	at_At5g19990	mips_06_10	"26S proteasome AAA-ATPase subunit RPT6a"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_20
			mips_20_25
			mips_20_25_07
			mips_48
			mips_63_19_03
	at_At5g20850 -	mips_03_01	"RAD51 homolog (AtRAD51)"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03
			mips_03_03_02
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10_03
	at_At5g22330 -	mips_03_01_05	"Ruv DNA-helicase-like protein"
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_03_02
			mips_06_01
			mips_25_05_25
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
	at_At5g26860	mips_04_05_05_01	"LON protease homolog (LON_ARA)"
			mips_06_13_99
	at_At5g42270	mips_02_16	"cell division protein FtsH"
			mips_02_16_17
			mips_03_03_03
			mips_03_99
			mips_06_01
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_17_09
			mips_63_19_03
	at_At5g44110 -	mips_08_16	"NBD-like protein (gb|AAD20643.1)"
			mips_08_19
			mips_11_01_03
			mips_11_05_05
			mips_11_05_05_01
			mips_11_99
			mips_40_30
			mips_63_19_03
			mips_67_07
			mips_67_50_25
	at_At5g45720 -	mips_03_01_05_01	"putative protein"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_40_37
	at_At5g45930 -	mips_01_20_19	"magnesium chelatase subunit of protochlorophyllide reductase"
			mips_01_20_19_01
	at_At5g47040	mips_04_05_05	"mitochondrial Lon protease homolog 1 precursor (sp|O64948)"
			mips_04_05_05_01
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_30_04
			mips_30_07
	at_At5g49840	mips_06_13_01	"CLP protease regulatory subunit CLPX-like"
			mips_06_13_01_01
			mips_11_01_05
			mips_63_01
	at_At5g51070	mips_06_13_99	"Erd1 protein precursor (sp|P42762)"
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At5g53350 -	mips_11_01_05	"ATP-dependent Clp protease regulatory subunit CLPX"
	at_At5g58290	mips_03	"26S proteasome AAA-ATPase subunit RPT3 (gb|AAF22523.1)"
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14
			mips_14_01
			mips_14_01_01
			mips_40
			mips_40_03
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
			mips_62_01_99
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_03
			mips_63
			mips_63_19
	at_At5g67630 -	mips_03	"RuvB DNA helicase-like protein"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_05
			mips_06
			mips_06_01
			mips_06_10
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_09
			mips_30
			mips_30_10
			mips_40_03
			mips_40_10
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63
			mips_63_03
			mips_63_19
	Training Accuracy: 29/62 (46.77%)
	Training Frequency class 'mips_06_13': 252/5760 (4.38%)

	Evaluation on validation data (2885 items):
	at_At1g03000	mips_02_11_05	"putative peroxisome assembly factor-2"
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_30_07
			mips_30_08
			mips_40_09
	at_At1g15310 -	mips_08_16	"putative signal recognition particle 54 kDa subunit"
			mips_08_16_05
			mips_63_19_05
	at_At1g33360	mips_06_13_01	"CLP protease regulatory subunit CLPX, putative"
			mips_06_13_01_01
			mips_11_01_05
	at_At1g45000	mips_03_03_01	"similar to 26S proteasome AAA-ATPase subunit RPT4a gb|AAF22524.1; similar to ESTs dbj|AB015110.1, gb|AW443504.1, gb|AI732054.1, gb|AW030587.1, gb|AI812922.1, gb|AW442076.1, gb|AI997275.1, emb|Z17563.1"
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
	at_At1g50140 -	mips_02_11_05	"hypothetical protein, 5' partial"
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_08_07
	at_At1g53780	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_20
	at_At1g59870 -	mips_01_06_13	"putative ABC transporter (At1g59870)"
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g64110 -	mips_04_09	"unknown protein"
			mips_30_04
			mips_30_07
			mips_30_08
	at_At1g77470 -	mips_03_01_05_01	"putative replication factor C"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At2g03670	mips_02	"putative AAA-type ATPase"
			mips_02_11
			mips_02_11_05
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_08
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63_19
	at_At2g18190 -	mips_02_11_05	"putative AAA-type ATPase"
			mips_08_07
			mips_10
	at_At2g26910 -	mips_01_06_13	"putative ABC transporter"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_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_At2g29080	mips_02_13	"AAA-type like ATPase"
			mips_06_13_99
	at_At3g10420 -	mips_14_04	"unknown protein"
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At3g15120	mips_03	"chaperone-like ATPase"
			mips_03_03
			mips_03_03_01
			mips_03_03_03
			mips_06
			mips_06_01
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_99
			mips_11_01_05
			mips_14_04
			mips_25_05
			mips_40_26
			mips_40_26_03
			mips_63_19
	at_At3g28510	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g48870	mips_04	"AtClpC"
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_01
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11
			mips_11_01
			mips_11_01_05
			mips_40
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_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_At4g18480 -	mips_01_20	"protein ch-42 precursor, chloroplast"
			mips_01_20_19
			mips_01_20_19_01
	at_At4g23940	mips_02_16	"cell division protein - like"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_19_03
	at_At4g24710	mips_02_11	"putative protein binding protein"
			mips_02_11_05
			mips_04_05_01_04_99
			mips_06_13_01
			mips_08_07
	at_At4g24850 -	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At5g08680 -	mips_01_07_01	"H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_67_01
	at_At5g08690 -	mips_01	"H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
			mips_02
			mips_01_07
			mips_01_07_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_16
			mips_63
			mips_63_19
			mips_67
			mips_67_01
			mips_67_04
			mips_67_15
			mips_99
	at_At5g27740 -	mips_03_03_01	"replication factor C - like"
			mips_03_03_01_03
			mips_05_04_02
			mips_62_02_01_01
	at_At5g40000	mips_06_13_01	"putative protein"
			mips_06_13_01_01
			mips_20_25_07
			mips_48
			mips_63_19_03
	at_At5g53170	mips_02_13	"cell division protein FtsH protease-like"
			mips_02_16
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_10
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_07
			mips_63_17
			mips_63_17_09
			mips_63_19_03
	Validation Accuracy: 14/28 (50.00%)
	Validation Frequency class 'mips_06_13': 139/2885 (4.82%)

	Evaluation on propertest data (4430 items):
	at_At1g02890 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_04
			mips_04_09
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63
			mips_63_19
			mips_98
	at_At1g07510	mips_02_13	"unknown protein (At1g07510)"
			mips_06_13_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g15210 -	mips_01_06_13	"putative ABC transporter"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g21690 -	mips_03_01_03	"putative replication factor C subunit"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_40_10_99
	at_At1g53750	mips_03_01_05_01	"26S proteasome ATPase subunit"
			mips_06_13_01
			mips_06_13_01_01
	at_At1g62130	mips_03_03_05	"hypothetical protein"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At1g66950 -	mips_01_06_13	"ABC transporter, putative"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g71960 -	mips_01_07_01	"putative ABC transporter"
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At1g74310	mips_06_01	"heat shock protein 101"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At1g80350 -	mips_03_03_01_01	"CAD ATPase (AAA1)"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_14_01
			mips_30_04
			mips_40_07
	at_At2g03270 -	mips_01_03	"helicase like protein"
			mips_01_03_16
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_01_99
			mips_03_01_05_03
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_04_07
			mips_05
			mips_05_07
			mips_40_03
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_19
	at_At2g25140	mips_06_01	"putative ATP-dependent CLPB protein"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g26140	mips_02_13	"FtsH like protease"
			mips_06_13_99
	at_At2g30950	mips_02_16	"zinc dependent protease (VAR2)"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_26
			mips_40_26_03
			mips_63_19_03
	at_At2g34560 -	mips_03_03_05	"katanin like protein"
			mips_03_03_05_01
			mips_04_09
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At2g36380 -	mips_01_06	"putative ABC transporter"
			mips_01_06_13
			mips_11_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At2g45500	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_13_01
			mips_06_13_01_01
	at_At2g45770 -	mips_06_01	"putative signal recognition particle receptor (alpha subunit)"
			mips_08_16
			mips_08_16_05
			mips_30_34
			mips_30_34_09
			mips_63_19_05
	at_At3g09840	mips_02_11	"putative transitional endoplasmic reticulum ATPase"
			mips_02_11_05
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_09
	at_At3g16290	mips_02	"putative FtsH-like metalloprotease"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_07_25
			mips_40_07
			mips_40_08
			mips_40_09
	at_At3g16340 -	mips_01_06_13	"putative ABC transporter"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g24530	mips_02_11_05	"unknown protein"
			mips_06_13_01
			mips_08_07
	at_At3g28520	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g28600	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
	at_At3g28610	mips_02	"unknown protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
	at_At3g49830 -	mips_03_01_05_01	"RuvB DNA helicase - like protein"
			mips_03_01_05_03
			mips_11_01_05
			mips_11_01_09
			mips_48
			mips_62_01_07
	at_At3g50940	mips_02_11_05	"BCS1 protein-like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
	at_At3g55320 -	mips_67_28	"P-glycoprotein - like"
			mips_67_50_25
	at_At4g05380	mips_02_11_05	"putative protein"
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_30_07
			mips_30_08
	at_At4g15230 -	mips_01_07	"ABC transporter like protein"
			mips_01_07_01
			mips_67_10
			mips_67_50
			mips_67_50_25
	at_At4g29040	mips_06_13_01	"26S proteasome AAA-ATPase subunit RPT2a"
			mips_06_13_01_01
	at_At4g36580	mips_06_13_01	"ATPase-like protein"
			mips_06_13_01_01
	at_At5g02270 -	mips_08	"ABC transporter -like protein"
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_50
			mips_67_50_25
	at_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_At5g08670 -	mips_01_07_01	"H+-transporting ATP synthase beta chain (mitochondrial) -like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_67_01
			mips_67_15
	at_At5g14100 -	mips_67_50_25	"putative protein"
	at_At5g15450	mips_06_01	"clpB heat shock protein-like"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01
			mips_11_01_05
			mips_63_19_03
	at_At5g16930	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_48
	at_At5g17750	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
	at_At5g20000	mips_06_13_01	"26S proteasome AAA-ATPase subunit RPT6a - like protein"
			mips_06_13_01_01
			mips_20_25_07
			mips_48
			mips_63_19_03
	at_At5g40010 -	mips_02_11	"putative protein"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At5g43010	mips_03_03	"26S proteasome AAA-ATPase subunit RPT4a (gb|AAF22524.1)"
			mips_03_03_01
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
	at_At5g46280 -	mips_63_03_01	"MCM3 homolog (emb|CAA03887.1)"
	at_At5g50340	mips_02	"DNA repair protein-like"
			mips_02_11
			mips_02_11_05
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_06_01
			mips_06_10
			mips_06_13
			mips_08
			mips_08_07
			mips_11_01
	at_At5g50920	mips_06_01	"ATP-dependent Clp protease, ATP-binding subunit"
			mips_06_13
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At5g53540 -	mips_02_11	"26S proteasome regulatory particle chain RPT6-like protein"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At5g56220 -	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At5g57480	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_10
			mips_40_16
			mips_63
			mips_63_19
			mips_99
	at_At5g58870	mips_03_99	"cell division protein - like"
			mips_06_13_99
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	Propertest Accuracy: 28/49 (57.14%)
	Propertest Frequency class 'mips_06_13': 188/4430 (4.24%)

	New (unknown) data (2885 items):
	at_At4g25830 -	no entry	null
	at_At4g30600 -	no entry	null
	at_At5g40090 -	no entry	null
	at_At1g04730 -	no entry	null
	at_At1g03900 -	no entry	null
	at_At1g14460 -	no entry	null


------------------
Rule 2950
	ipr_Leucine-rich_repeat__plant_specific(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	->  class mips_08_13 "vacuolar transport"

	Evaluation on training data (5760 items):
	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_At1g17230	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17240	mips_08_13	"putative receptor protein kinase, predicted GPI-anchored protein"
	at_At1g17250	mips_08_13	"putative receptor protein kinase"
			mips_11_05_01
	at_At1g17750	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g25570 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g28440	mips_08_13	"hypothetical protein"
	at_At1g33600	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g33610	mips_08_13	"hypothetical protein"
	at_At1g34110	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g34290 -	mips_13_05	"hypothetical protein"
	at_At1g34420	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g47890	mips_06_04	"disease resistance protein, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g49490	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g55610 -	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At1g62440	mips_08_13	"putative extensin-like protein (gnl|PID|e1310400"
			mips_11_05_01
			mips_40_01
	at_At1g67510 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At1g74360	mips_08_13	"putative receptor protein kinase (At1g74360)"
	at_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_At2g15880	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At2g19210 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At2g24130	mips_08_13	"putative receptor-like protein kinase"
	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_At2g33030 -	mips_11_05_01	"putative leucine-rich repeat disease resistance protein"
	at_At3g11010	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At3g13065	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g23110	mips_08_13	"disease resistance protein, putative"
	at_At3g23750	mips_08_13	"receptor-like kinase, putative"
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g25010	mips_08_13	"disease resistance protein, putative"
	at_At3g25560 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g28450 -	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g46350 -	mips_10_01	"receptor-like protein kinase homolog"
			mips_10_01_01
	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_At4g13810	mips_08_13	"putative disease resistance protein"
	at_At4g13900	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At4g18670	mips_08_13	"extensin-like protein"
	at_At4g20140	mips_06_04	"leucine rich repeat-like protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At4g28380 -	mips_10_05	"extensin-like protein"
			mips_40_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_At5g23400	mips_08_13	"disease resistance protein-like"
	at_At5g25550 -	mips_10_05	"extensin - like protein"
			mips_13_11
			mips_40_01
			mips_40_02
	at_At5g27060	mips_08_13	"resistance protein - like"
	at_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"
	Training Accuracy: 40/54 (74.07%)
	Training Frequency class 'mips_08_13': 92/5760 (1.60%)

	Evaluation on validation data (2885 items):
	at_At1g11130 -	mips_10_05	"leucine-rich repeat transmembrane protein kinase, putative"
			mips_40_01
	at_At1g12040	mips_08_13	"leucine-rich repeat/extensin 1 (LRX1)"
			mips_40_01
	at_At1g28340 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At1g64210 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g67720 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g74170	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At2g16250 -	mips_10_01	"putative LRR receptor protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g19780 -	mips_10	"putative disease resistance protein"
			mips_10_01_01
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g25470	mips_08_13	"putative disease resistance protein"
	at_At2g33020	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33050	mips_06_04	"putative leucine-rich repeat disease resistance protein"
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At2g33080	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At2g34930	mips_08_13	"putative disease resistance protein"
	at_At3g19020	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g22800 -	mips_40_01	"hypothetical protein"
	at_At3g23010	mips_08_13	"disease resistance protein, putative"
	at_At3g23120	mips_08_13	"disease resistance protein, putative"
	at_At4g13920	mips_08_13	"disease resistance Cf-2 like protein"
			mips_11_05_01
	at_At4g33970	mips_08_13	"extensin-like protein"
			mips_40_01
	at_At4g39270 -	mips_11_05_01	"receptor protein kinase - like protein"
	at_At5g06820 -	mips_11_05_01	"receptor-like protein kinase"
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_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
	at_At5g65710	mips_08_13	"receptor protein kinase-like protein"
	at_At5g65830 -	mips_10_01_01	"unknown protein"
	at_At5g67280	mips_08_13	"receptor-like protein kinase"
	Validation Accuracy: 14/31 (45.16%)
	Validation Frequency class 'mips_08_13': 44/2885 (1.53%)

	Evaluation on propertest data (4430 items):
	at_At1g29730	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g33590	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g35710	mips_08_13	"protein kinase, putative"
	at_At1g51800 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51820 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51850 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g53430	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At1g65380	mips_08_13	"putative protein"
			mips_11_05_01
	at_At1g66830	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g71400	mips_06	"putative disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_11_05
			mips_11_05_01
	at_At1g71830 -	mips_10	"protein kinase, putative"
			mips_10_01
			mips_10_01_01
	at_At1g72300	mips_08_13	"leucine-rich receptor-like protein kinase, putative"
			mips_11_05_01
	at_At1g74180	mips_08_13	"disease resistance protein, putative"
	at_At1g74190	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
			mips_13_05
			mips_13_05_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g01950	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g15040	mips_08_13	"putative disease resistance protein"
	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_At3g13380	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g21340 -	mips_10_01	"serine/threonine-specific protein kinase, putative"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	at_At3g24480 -	mips_40_01	"disease resistance protein, putative"
	at_At3g25020	mips_08_13	"disease resistance protein, putative"
	at_At3g49750 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g56370	mips_08_13	"putative protein"
	at_At4g13910 -	mips_11_05	"putative disease resistance protein"
			mips_11_05_01
	at_At4g20270	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g20450 -	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At4g29240 -	mips_10_01	"extensin-like protein"
			mips_10_01_01
			mips_40_01
	at_At4g39400	mips_08_13	"brassinosteroid insensitive 1 gene (BRI1)"
			mips_11_05_01
	at_At5g06870 -	mips_11_05_01	"polygalacturonase inhibiting protein"
	at_At5g06940	mips_08_13	"receptor protein kinase-like protein"
			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_At5g40170	mips_06_04	"disease resistance - like protein"
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g45770	mips_08_13	"predicted GPI-anchored protein"
	at_At5g45800	mips_08_13	"receptor kinase-like protein"
	at_At5g46330	mips_06_04	"receptor protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g49770	mips_06_04	"receptor protein kinase-like"
			mips_08_13
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At5g49780	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g58150 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g63930	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	Propertest Accuracy: 31/47 (65.96%)
	Propertest Frequency class 'mips_08_13': 68/4430 (1.53%)

	New (unknown) data (2885 items):
	at_At1g07550 -	no entry	null
	at_At1g13910 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At1g49100 -	no entry	null
	at_At1g54480 -	no entry	null
	at_At1g60800 -	no entry	null
	at_At1g62090 -	no entry	null
	at_At1g68780 -	no entry	null
	at_At1g73070 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g75820 -	no entry	null
	at_At1g80080 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g24230 -	no entry	null
	at_At3g14350 -	no entry	null
	at_At3g24235 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g46330 -	no entry	null
	at_At3g46340 -	no entry	null
	at_At3g46370 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At4g18760 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g29450 -	no entry	null
	at_At4g30520 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At5g07180 -	no entry	null
	at_At5g37450 -	no entry	null
	at_At5g53320 -	no entry	null
	at_At5g59650 -	no entry	null
	at_At5g61480 -	no entry	null
	at_At5g62710 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At1g03440 -	no entry	null
	at_At1g06840 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At1g13230 -	no entry	null
	at_At1g14390 -	no entry	null
	at_At1g27190 -	no entry	null
	at_At1g29720 -	no entry	null
	at_At1g49750 -	no entry	null
	at_At1g51790 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51830 -	no entry	null
	at_At1g51890 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g69270 -	no entry	null
	at_At1g74200 -	no entry	null
	at_At1g75640 -	no entry	null
	at_At2g15320 -	no entry	null
	at_At2g24160 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g26380 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28970 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At2g42800 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g17640 -	no entry	null
	at_At3g28890 -	no entry	null
	at_At3g46420 -	no entry	null
	at_At3g51740 -	no entry	null
	at_At4g03010 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g29180 -	no entry	null
	at_At4g29990 -	no entry	null
	at_At4g37250 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g06860 -	no entry	null
	at_At5g07150 -	no entry	null
	at_At5g10290 -	no entry	null
	at_At5g16900 -	no entry	null
	at_At5g21090 -	no entry	null
	at_At5g45780 -	no entry	null
	at_At5g48740 -	no entry	null
	at_At5g59680 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At5g66330 -	no entry	null
	at_At1g24650 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g33670 -	no entry	null
	at_At1g69990 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g14510 -	no entry	null
	at_At2g19230 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At3g25670 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At4g13340 -	no entry	null
	at_At4g13880 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g16000 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g49760 -	no entry	null
	at_At5g51350 -	no entry	null


------------------
Rule 2969
	ipr_Leucine-rich_repeat__plant_specific(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 1
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),hmmsmart_lrr_ps(_orf_0,_hmmsmart_id_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_4) = 1
	->  class mips_08_13 "vacuolar transport"

	Evaluation on training data (5760 items):
	at_At1g05700 -	mips_10_05	"putative light repressible receptor protein kinase"
			mips_40_02
	at_At1g09970	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g12460	mips_06	"hypothetical protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_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_At1g28440	mips_08_13	"hypothetical protein"
	at_At1g29740	mips_08_13	"Putative receptor-like serine/threonine kinase"
			mips_11_05_01
	at_At1g33600	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g33610	mips_08_13	"hypothetical protein"
	at_At1g34110	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g34420	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g47890	mips_06_04	"disease resistance protein, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g48480 -	mips_10_05	"protein kinase, putative"
	at_At1g53440	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g55610 -	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At1g56120	mips_06_04	"receptor-like protein kinase, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g56130	mips_08_13	"receptor-like protein kinase, putative"
	at_At1g67510 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At1g74360	mips_08_13	"putative receptor protein kinase (At1g74360)"
	at_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_At2g13800 -	mips_10_05	"putative receptor-like protein kinase"
			mips_40_02
	at_At2g15080	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g19210 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At2g24130	mips_08_13	"putative receptor-like protein kinase"
	at_At2g26730 -	mips_10_05	"putative receptor-like protein kinase"
	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_At3g13065	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g14840 -	mips_11_05_01	"receptor-like serine/threonine kinase, putative"
	at_At3g23110	mips_08_13	"disease resistance protein, putative"
	at_At3g23750	mips_08_13	"receptor-like kinase, putative"
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g25010	mips_08_13	"disease resistance protein, putative"
	at_At3g25560 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g28450 -	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g46350 -	mips_10_01	"receptor-like protein kinase homolog"
			mips_10_01_01
	at_At3g47090 -	mips_11_05_01	"receptor kinase-like protein"
	at_At3g50230 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At3g53240	mips_08_13	"disease resistance - like protein"
	at_At3g56100 -	mips_14_01_03	"putative protein"
	at_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_At4g13810	mips_08_13	"putative disease resistance protein"
	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_At4g28380 -	mips_10_05	"extensin-like protein"
			mips_40_01
	at_At4g31250 -	mips_10_05	"receptor kinase - like protein"
	at_At4g36180	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At5g07280	mips_08_13	"receptor-like protein kinase-like protein"
	at_At5g16590 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g23400	mips_08_13	"disease resistance protein-like"
	at_At5g27060	mips_08_13	"resistance protein - like"
	at_At5g35390 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g44700	mips_06_04	"receptor-like protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g45840	mips_08_13	"receptor protein kinase-like protein"
	at_At5g48940	mips_08_13	"receptor protein kinase-like protein"
	at_At5g49290	mips_08_13	"disease resistance protein-like"
			mips_11_05_01
	at_At5g56040	mips_08_13	"receptor protein kinase-like protein"
	Training Accuracy: 42/62 (67.74%)
	Training Frequency class 'mips_08_13': 92/5760 (1.60%)

	Evaluation on validation data (2885 items):
	at_At1g64210 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g67720 -	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g74170	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At2g13790 -	mips_10_01	"putative receptor protein kinase (F13J11.14/At2g13790)"
			mips_10_01_01
	at_At2g16250 -	mips_10_01	"putative LRR receptor protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g19780 -	mips_10	"putative disease resistance protein"
			mips_10_01_01
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g25470	mips_08_13	"putative disease resistance protein"
	at_At2g33020	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33050	mips_06_04	"putative leucine-rich repeat disease resistance protein"
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At2g33080	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At2g34930	mips_08_13	"putative disease resistance protein"
	at_At2g36570 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g23010	mips_08_13	"disease resistance protein, putative"
	at_At3g23120	mips_08_13	"disease resistance protein, putative"
	at_At4g13920	mips_08_13	"disease resistance Cf-2 like protein"
			mips_11_05_01
	at_At4g18640 -	mips_10	"putative protein (fragment)"
			mips_10_01_01
	at_At4g23740 -	mips_10_05	"putative receptor kinase"
	at_At4g39270 -	mips_11_05_01	"receptor protein kinase - like protein"
	at_At5g06820 -	mips_11_05_01	"receptor-like protein kinase"
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_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
	at_At5g65710	mips_08_13	"receptor protein kinase-like protein"
	at_At5g67280	mips_08_13	"receptor-like protein kinase"
	Validation Accuracy: 11/28 (39.29%)
	Validation Frequency class 'mips_08_13': 44/2885 (1.53%)

	Evaluation on propertest data (4430 items):
	at_At1g29730	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g33590	mips_06	"unknown protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g35710	mips_08_13	"protein kinase, putative"
	at_At1g51800 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51820 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51850 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51860 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51880 -	mips_10_01	"Putative protein kinase"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g53430	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At1g65380	mips_08_13	"putative protein"
			mips_11_05_01
	at_At1g66830	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g71400	mips_06	"putative disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_11_05
			mips_11_05_01
	at_At1g71830 -	mips_10	"protein kinase, putative"
			mips_10_01
			mips_10_01_01
	at_At1g72300	mips_08_13	"leucine-rich receptor-like protein kinase, putative"
			mips_11_05_01
	at_At1g74180	mips_08_13	"disease resistance protein, putative"
	at_At1g74190	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
			mips_13_05
			mips_13_05_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g01950	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g15040	mips_08_13	"putative disease resistance protein"
	at_At2g32680	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g33060	mips_08_13	"putative leucine-rich repeat disease resistance protein"
			mips_11_05_01
	at_At2g33170	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At3g11080	mips_06_04	"hypothetical protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g13380	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g21340 -	mips_10_01	"serine/threonine-specific protein kinase, putative"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	at_At3g25020	mips_08_13	"disease resistance protein, putative"
	at_At3g53590 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g56370	mips_08_13	"putative protein"
	at_At3g57830	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At4g20270	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g20450 -	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At4g39400	mips_08_13	"brassinosteroid insensitive 1 gene (BRI1)"
			mips_11_05_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_At5g40170	mips_06_04	"disease resistance - like protein"
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g45800	mips_08_13	"receptor kinase-like protein"
	at_At5g46330	mips_06_04	"receptor protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g49770	mips_06_04	"receptor protein kinase-like"
			mips_08_13
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At5g49780	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g58150 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g63930	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At5g65240 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	Propertest Accuracy: 32/45 (71.11%)
	Propertest Frequency class 'mips_08_13': 68/4430 (1.53%)

	New (unknown) data (2885 items):
	at_At1g07550 -	no entry	null
	at_At1g13910 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At1g34210 -	no entry	null
	at_At1g49100 -	no entry	null
	at_At1g51910 -	no entry	null
	at_At1g54480 -	no entry	null
	at_At1g60800 -	no entry	null
	at_At1g62090 -	no entry	null
	at_At1g73070 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g75820 -	no entry	null
	at_At1g80080 -	no entry	null
	at_At2g02780 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g07040 -	no entry	null
	at_At2g20850 -	no entry	null
	at_At2g24230 -	no entry	null
	at_At3g14350 -	no entry	null
	at_At3g17840 -	no entry	null
	at_At3g24235 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g46330 -	no entry	null
	at_At3g46340 -	no entry	null
	at_At3g46370 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g29450 -	no entry	null
	at_At4g30520 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At5g07180 -	no entry	null
	at_At5g24100 -	no entry	null
	at_At5g37450 -	no entry	null
	at_At5g48380 -	no entry	null
	at_At5g51560 -	no entry	null
	at_At5g53320 -	no entry	null
	at_At5g58300 -	no entry	null
	at_At5g59650 -	no entry	null
	at_At5g61480 -	no entry	null
	at_At5g62710 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At1g06840 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At1g14390 -	no entry	null
	at_At1g27190 -	no entry	null
	at_At1g29720 -	no entry	null
	at_At1g50610 -	no entry	null
	at_At1g51790 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51830 -	no entry	null
	at_At1g51890 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g56140 -	no entry	null
	at_At1g60630 -	no entry	null
	at_At1g63430 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g68400 -	no entry	null
	at_At1g69270 -	no entry	null
	at_At1g72460 -	no entry	null
	at_At1g75640 -	no entry	null
	at_At1g78980 -	no entry	null
	at_At2g01210 -	no entry	null
	at_At2g15320 -	no entry	null
	at_At2g19190 -	no entry	null
	at_At2g23300 -	no entry	null
	at_At2g24160 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28970 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g35620 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At2g42800 -	no entry	null
	at_At2g45340 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g25000 -	no entry	null
	at_At3g28890 -	no entry	null
	at_At3g42880 -	no entry	null
	at_At3g46420 -	no entry	null
	at_At3g47570 -	no entry	null
	at_At3g51740 -	no entry	null
	at_At4g03390 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g29180 -	no entry	null
	at_At4g29990 -	no entry	null
	at_At4g37250 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g07150 -	no entry	null
	at_At5g10290 -	no entry	null
	at_At5g16900 -	no entry	null
	at_At5g20690 -	no entry	null
	at_At5g41180 -	no entry	null
	at_At5g43020 -	no entry	null
	at_At5g45780 -	no entry	null
	at_At5g48740 -	no entry	null
	at_At5g59660 -	no entry	null
	at_At5g59680 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At5g67200 -	no entry	null
	at_At1g10860 -	no entry	null
	at_At1g24650 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g33670 -	no entry	null
	at_At1g53730 -	no entry	null
	at_At1g69990 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g14510 -	no entry	null
	at_At2g15300 -	no entry	null
	at_At2g19230 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At3g24660 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At4g13880 -	no entry	null
	at_At4g34220 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g16000 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g49760 -	no entry	null
	at_At5g51350 -	no entry	null


------------------
Rule 2302
	hmmpfam_myb_dna_binding(_orf_0,_hmmpfam_id_1),hmmpfam(_orf_0,_hmmpfam_id_1,_ipr_2) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	->  class mips_10_05 "transmembrane signal transduction"

	Evaluation on training data (5760 items):
	at_At1g14600	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
	at_At1g32240	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_30
			mips_30_04
	at_At1g49560	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At1g79430	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At2g01060	mips_04	"transfactor-like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_99
	at_At2g03500	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g20570	mips_10_05_01	"GPRI1 protein (gpri1)"
			mips_10_05_01_10
	at_At3g16857	mips_10_05_01	"ARR1 protein, putative, 5' partial"
			mips_10_05_01_10
	at_At3g25790	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At4g13640	mips_10_05_01	"putative protein"
			mips_10_05_01_10
			mips_30_04
	at_At5g06800	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g16560	mips_10_05_01	"KANADI protein (KAN)"
			mips_10_05_01_10
			mips_30_04
	at_At5g18240	mips_10_05	"transcription factor like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At5g29000	mips_10_05	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
	at_At5g44190	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_30
			mips_30_04
	Training Accuracy: 15/15 (100.00%)
	Training Frequency class 'mips_10_05': 226/5760 (3.92%)

	Evaluation on validation data (2885 items):
	at_At1g13300	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At1g68670	mips_10_01	"unknown protein"
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_01
			mips_30
			mips_30_04
	at_At1g69580	mips_10_05_01	"transfactor, putative"
			mips_10_05_01_10
	at_At2g20400	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At4g04580	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At4g28610	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At5g05090	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At5g45580	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	Validation Accuracy: 8/8 (100.00%)
	Validation Frequency class 'mips_10_05': 145/2885 (5.03%)

	Evaluation on propertest data (4430 items):
	at_At1g25550	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At2g02060	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
			mips_30_04
	at_At2g06020	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
	at_At2g38300	mips_10_05	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At2g40260	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
			mips_30_04
	at_At2g40970	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At2g42660	mips_10_05	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
			mips_30_04
	at_At3g10760	mips_10_05_01	"unknown protein"
			mips_10_05_01_10
	at_At3g12730	mips_10_05_01	"regulatory protein of P-starvation acclimation response Psr1, putative"
			mips_10_05_01_10
	at_At3g24120	mips_10_05_01	"transfactor like protein"
			mips_10_05_01_10
	at_At3g46640	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At4g18020	mips_04_05_01_04_01	"pseudo-response regulator 2 (APRR2)"
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At4g37180	mips_10	"putative cytoskeletal protein"
			mips_10_01_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g42630	mips_10_01_01	"unknown protein"
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59570	mips_10_05_01	"ARR1 protein - like"
			mips_10_05_01_10
	Propertest Accuracy: 15/15 (100.00%)
	Propertest Frequency class 'mips_10_05': 207/4430 (4.67%)

	New (unknown) data (2885 items):
	at_At2g03470 -	no entry	null
	at_At5g04100 -	no entry	null
	at_At5g27610 -	no entry	null


------------------
Rule 2414
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3),coil(_orf_0) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	->  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_At1g09180 -	mips_06_07_99	"putative GTP-binding protein, SAR1B"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g10630 -	mips_06_04	"similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_02
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g14830 -	mips_03_03_01_01	"dynamin, putative"
			mips_08_22
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_63_06
	at_At1g20090 -	mips_10_01_05_05	"RAC-like GTP-binding protein ARAC4"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g53140 -	mips_13_03	"dynamin-like protein"
			mips_13_03_01
			mips_25_05_07
			mips_30_04
			mips_63_06
	at_At1g60500 -	mips_03_03_01_01	""
			mips_08_22
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_08
			mips_63_06
	at_At1g70490 -	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g75840 -	mips_10_01_05_05	"rac-like GTP binding protein (ARAC5)"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g14120 -	mips_08_07	"dynamin like protein 2b (ADL2b)"
			mips_08_07_03
			mips_08_19
			mips_08_99
			mips_30_16
			mips_40_08
	at_At2g15310 -	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g46290	mips_05	"eukaryotic translation initiation factor 3 delta subunit"
			mips_05_04
			mips_10_05
			mips_40_02
			mips_40_03
			mips_63_19
	at_At2g47170 -	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g09900	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g09910	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g15060 -	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g22950 -	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g51300 -	mips_10_01_05	"rac-like GTP binding protein Arac11"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11_01
			mips_13_05
			mips_13_07
			mips_13_11
			mips_30_04
	at_At3g53610	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At3g62560 -	mips_08_07_05	"Sar1-like GTP binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
			mips_62_02_01_01
			mips_62_02_01_01_99
	at_At4g17530	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g19640	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At4g28950 -	mips_10_01_05_05	"rac GTP binding protein Arac7"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35020 -	mips_10_01_05_05	"Rho1Ps homolog/ Rac-like protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35860	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g35950 -	mips_10_01_05_05	"ras-related small GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g39890	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g03530	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g10260	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g10640 -	mips_05_04_02	"putative protein"
			mips_63_19_05
	at_At5g14670 -	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g17060 -	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g59150	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	Training Accuracy: 27/48 (56.25%)
	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_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_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_At1g18200	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_08_19
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_63_03
			mips_63_19
	at_At1g28550	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g56330	mips_04	"unknown protein"
			mips_06
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g73640	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At2g43580 -	mips_11_05_03	"putative endochitinase"
			mips_30_01
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_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_At3g60190 -	mips_08_19	"dynamin-like protein 4 (ADL4)"
			mips_08_22
			mips_08_99
	at_At4g17170	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At4g38650 -	mips_40_01	"putative protein"
	at_At5g20020	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g62880 -	mips_10_01_05_05	"Arac10"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g67180 -	mips_25_03	"floral homeotic protein apetala2-like"
	Validation Accuracy: 15/20 (75.00%)
	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_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_At1g07410 -	mips_06_04	"small G protein, putative"
			mips_08_16
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_05
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_07
			mips_63_19
			mips_63_19_05
	at_At1g23490 -	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g49300	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_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_At1g60540 -	mips_08_22	""
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_30_04_05
			mips_63_19_05
	at_At1g74180 -	mips_08_13	"disease resistance protein, putative"
	at_At2g17800 -	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g22390	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g26300	mips_10_01_05	"G protein alpha subunit 1 (GPA1)"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_10_05_02
			mips_10_05_02_24
			mips_13_05
			mips_25_05_13
			mips_33_03_13
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At2g44590 -	mips_03	"dynamin-like protein D"
			mips_03_03
			mips_06
			mips_06_04
			mips_08
			mips_08_22
			mips_08_99
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_07
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_63
			mips_63_01
			mips_63_06
			mips_63_19
	at_At3g07410 -	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g48040 -	mips_03	"rac GTP binding protein Arac8 (Arac8)"
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_01
			mips_11_05
			mips_11_05_03
			mips_13
			mips_13_05
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_02
			mips_63_19
	at_At3g49860	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g61760 -	mips_08_22	"dynamin-like protein"
			mips_08_99
			mips_25_05_07
			mips_63_06
	at_At3g62290 -	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g02080 -	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At4g09720	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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_At4g18130	mips_06_07_03	"phytochrome E"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
			mips_40_30
	at_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_At4g33650 -	mips_03_03	"dynamin like protein 2a (ADL2a)"
			mips_03_03_01
			mips_03_03_01_01
			mips_06_04
			mips_08
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_40_02
			mips_40_04
			mips_63_06
	at_At5g03520	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g20010	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g39620	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g42080 -	mips_03_03_01_01	"dynamin-like protein (pir||S59558)"
			mips_08_22
			mips_08_99
			mips_13_03
			mips_13_03_01
			mips_30_04
			mips_63_06
	at_At5g45130	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g45970 -	mips_10_01_05	"Rac-like gtp binding protein ARAC2 (sp|Q38903)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59840	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g63310 -	mips_01_03	"nucleoside diphosphate kinase Ia"
			mips_04_05_01_04_01
			mips_06_10
			mips_63_19_03
	at_At5g64990	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	Propertest Accuracy: 26/42 (61.90%)
	Propertest Frequency class 'mips_10_05': 207/4430 (4.67%)

	New (unknown) data (2885 items):
	at_At1g15360 -	no entry	null
	at_At3g12160 -	no entry	null
	at_At4g29990 -	no entry	null


------------------
Rule 2977
	ipr_Leucine-rich_repeat__plant_specific(_orf_0,_ipr_1),hmmsmart_s_tkc(_orf_0,_hmmsmart_id_2) = 1
	profscan_ser_rich(_orf_0,_profscan_id_1) = 0
	->  class mips_10_05 "transmembrane signal transduction"

	Evaluation on training data (5760 items):
	at_At1g05700	mips_10_05	"putative light repressible receptor protein kinase"
			mips_40_02
	at_At1g09970 -	mips_08_13	"leucine-rich repeat receptor-like kinase At1g09970"
	at_At1g12460	mips_06	"hypothetical protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g17230 -	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17750 -	mips_08_13	"hypothetical protein"
			mips_11_05_01
	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_At1g48480	mips_10_05	"protein kinase, putative"
	at_At1g53440 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g55610	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At1g56120	mips_06_04	"receptor-like protein kinase, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g56130 -	mips_08_13	"receptor-like protein kinase, putative"
	at_At1g67510	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	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_At2g13800	mips_10_05	"putative receptor-like protein kinase"
			mips_40_02
	at_At2g19210	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At2g26730	mips_10_05	"putative receptor-like protein kinase"
	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_At3g25560	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g28450	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g46350 -	mips_10_01	"receptor-like protein kinase homolog"
			mips_10_01_01
	at_At3g47090 -	mips_11_05_01	"receptor kinase-like protein"
	at_At3g50230 -	mips_10	"receptor protein kinase -like protein"
			mips_10_01_01
	at_At3g56100 -	mips_14_01_03	"putative 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_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_At4g31250	mips_10_05	"receptor kinase - like protein"
	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_At5g16590	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At5g35390 -	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g44700	mips_06_04	"receptor-like protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g45840 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g56040 -	mips_08_13	"receptor protein kinase-like protein"
	Training Accuracy: 16/40 (40.00%)
	Training Frequency class 'mips_10_05': 226/5760 (3.92%)

	Evaluation on validation data (2885 items):
	at_At1g64210	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g67720	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g79620 -	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At2g13790 -	mips_10_01	"putative receptor protein kinase (F13J11.14/At2g13790)"
			mips_10_01_01
	at_At2g16250	mips_10_01	"putative LRR receptor protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g23950 -	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At2g36570	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g19700	mips_10_05	"receptor-like protein kinase, putative"
	at_At4g18640 -	mips_10	"putative protein (fragment)"
			mips_10_01_01
	at_At4g23740	mips_10_05	"putative receptor kinase"
	at_At5g06820 -	mips_11_05_01	"receptor-like protein kinase"
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g65700	mips_10	"receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At5g65710 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g67280 -	mips_08_13	"receptor-like protein kinase"
	Validation Accuracy: 7/16 (43.75%)
	Validation Frequency class 'mips_10_05': 145/2885 (5.03%)

	Evaluation on propertest data (4430 items):
	at_At1g29730 -	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g35710 -	mips_08_13	"protein kinase, putative"
	at_At1g51800	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51820	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51850	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51860	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51880	mips_10_01	"Putative protein kinase"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g53430 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g62950	mips_10_05	"protein kinase, putative"
	at_At1g66830	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g71830 -	mips_10	"protein kinase, putative"
			mips_10_01
			mips_10_01_01
	at_At1g72300 -	mips_08_13	"leucine-rich receptor-like protein kinase, putative"
			mips_11_05_01
	at_At2g01950 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g33170 -	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At3g13380 -	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g21340	mips_10_01	"serine/threonine-specific protein kinase, putative"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	at_At3g53590	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g56370 -	mips_08_13	"putative protein"
	at_At3g57830 -	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At4g20270 -	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g20450	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At4g39400 -	mips_08_13	"brassinosteroid insensitive 1 gene (BRI1)"
			mips_11_05_01
	at_At5g06940 -	mips_08_13	"receptor protein kinase-like protein"
			mips_11_05_01
	at_At5g25930 -	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g45800 -	mips_08_13	"receptor kinase-like protein"
	at_At5g46330	mips_06_04	"receptor protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g49770 -	mips_06_04	"receptor protein kinase-like"
			mips_08_13
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At5g49780 -	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g58150 -	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g63930 -	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At5g65240	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	Propertest Accuracy: 12/32 (37.50%)
	Propertest Frequency class 'mips_10_05': 207/4430 (4.67%)

	New (unknown) data (2885 items):
	at_At1g07550 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At1g34210 -	no entry	null
	at_At1g49100 -	no entry	null
	at_At1g51910 -	no entry	null
	at_At1g60800 -	no entry	null
	at_At1g62090 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g75820 -	no entry	null
	at_At2g02780 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g07040 -	no entry	null
	at_At2g20850 -	no entry	null
	at_At2g24230 -	no entry	null
	at_At3g14350 -	no entry	null
	at_At3g17840 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g46330 -	no entry	null
	at_At3g46340 -	no entry	null
	at_At3g46370 -	no entry	null
	at_At3g47580 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g29450 -	no entry	null
	at_At4g30520 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At5g07180 -	no entry	null
	at_At5g24100 -	no entry	null
	at_At5g37450 -	no entry	null
	at_At5g48380 -	no entry	null
	at_At5g51560 -	no entry	null
	at_At5g53320 -	no entry	null
	at_At5g58300 -	no entry	null
	at_At5g59650 -	no entry	null
	at_At5g61480 -	no entry	null
	at_At5g62710 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At1g06840 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At1g14390 -	no entry	null
	at_At1g27190 -	no entry	null
	at_At1g29720 -	no entry	null
	at_At1g50610 -	no entry	null
	at_At1g51790 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51830 -	no entry	null
	at_At1g51890 -	no entry	null
	at_At1g53420 -	no entry	null
	at_At1g56140 -	no entry	null
	at_At1g60630 -	no entry	null
	at_At1g63430 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g68400 -	no entry	null
	at_At1g69270 -	no entry	null
	at_At1g72460 -	no entry	null
	at_At1g75640 -	no entry	null
	at_At1g78980 -	no entry	null
	at_At2g01210 -	no entry	null
	at_At2g19190 -	no entry	null
	at_At2g23300 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28970 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g35620 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At2g45340 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g42880 -	no entry	null
	at_At3g46420 -	no entry	null
	at_At3g47570 -	no entry	null
	at_At3g51740 -	no entry	null
	at_At4g03390 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g29990 -	no entry	null
	at_At4g37250 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g07150 -	no entry	null
	at_At5g10290 -	no entry	null
	at_At5g16900 -	no entry	null
	at_At5g20690 -	no entry	null
	at_At5g41180 -	no entry	null
	at_At5g43020 -	no entry	null
	at_At5g45780 -	no entry	null
	at_At5g48740 -	no entry	null
	at_At5g59660 -	no entry	null
	at_At5g59680 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At5g67200 -	no entry	null
	at_At1g10860 -	no entry	null
	at_At1g24650 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g69990 -	no entry	null
	at_At1g72180 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g14510 -	no entry	null
	at_At2g15300 -	no entry	null
	at_At2g19230 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At3g24660 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At4g34220 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g16000 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g49760 -	no entry	null
	at_At5g51350 -	no entry	null


------------------
Rule 2541
	ipr_Leucine-rich_repeat__plant_specific(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),coil(_orf_0) = 0
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5760 items):
	at_At1g10920	mips_11	"disease resistance protein RPM1 isolog"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g12220	mips_11_05_01	"NBS/LRR disease resistance protein, putative"
			mips_11_05_03
	at_At1g12280	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g12290	mips_11	"hypothetical protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g58400	mips_11_05_01	"hypothetical protein"
	at_At1g62630	mips_11	"putative RPS-2 disease resistance protein (AA002294"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g78230	mips_10_01_01	"unknown protein; similar to ESTs gb|H36831.1, gb|N96841.1, and gb|AA651293.1"
			mips_11_05
			mips_11_05_05
			mips_11_05_05_06
			mips_40_27_03
			mips_40_34
	at_At2g16870	mips_11_05_01	"putative disease resistance protein"
	at_At2g17050	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g17060	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At3g14470	mips_11_05	"disease resistance protein, putative"
			mips_11_05_01
			mips_11_05_03
	at_At4g03260	mips_11_05_05	"putative protein phosphatase regulatory subunit"
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
			mips_63_17_01
	at_At4g12010	mips_11_05_01	"putative disease resistance protein (TMV N-like)"
			mips_11_05_03
	at_At4g12020	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g16900	mips_11_05_01	"disease resistance RPP5 like protein"
			mips_11_05_03
	at_At4g16920	mips_11_01	"disease resistance RPP5 like protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g16950	mips_11_05_01	"disease resistance RPP5 like protein"
	at_At4g19500	mips_11_05	"resistence protein - like"
			mips_11_05_01
			mips_11_05_03
	at_At4g19530	mips_11_05	"TMV resistance protein N - like"
			mips_11_05_01
	at_At4g26050 -	mips_63_17_01	"putative leucine-rich-repeat protein"
	at_At4g26090	mips_11	"disease resistance protein RPS2"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At5g11250	mips_11	"RPP1 disease resistance protein - like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g17880	mips_11_05_01	"disease resistance protein - like"
			mips_11_05_03
	at_At5g17890	mips_11	"disease resistance protein - like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g17970	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	at_At5g19680	mips_11_05_05	"unknown protein"
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At5g38340	mips_11_05	"disease resistance - like protein"
			mips_11_05_01
			mips_11_05_03
	at_At5g40060	mips_11_05_01	"disease resistance -like protein"
			mips_11_05_03
	at_At5g41750	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
			mips_11_05_03
	at_At5g43730	mips_11_05	"disease resistance protein"
			mips_11_05_01
	at_At5g43740	mips_11_05_01	"disease resistance protein"
			mips_11_05_03
	at_At5g45060	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
			mips_11_05_03
	at_At5g45210	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g45250	mips_11_05_01	"disease resistance protein RPS4"
			mips_11_05_03
	at_At5g46260	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
	at_At5g47250	mips_11	"NBS/LRR disease resistance protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g66900	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	Training Accuracy: 36/37 (97.30%)
	Training Frequency class 'mips_11_05': 259/5760 (4.50%)

	Evaluation on validation data (2885 items):
	at_At1g56540	mips_11	"disease resistance protein, putative"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g61310	mips_11_05_01	"similar to disease resistance protein"
			mips_11_05_03
	at_At1g65850	mips_11_05_01	""
	at_At1g72860	mips_11_01	"hypothetical protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At2g19330 -	mips_13_05	"putative leucine-rich-repeat protein"
			mips_63_17_01
	at_At3g44400	mips_11	"disease resistence - like protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At3g44480	mips_11_05_01	"disease resistance protein -like"
			mips_11_05_03
	at_At4g09360	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g19520	mips_11_05_01	"resistance protein RPP5 - like"
	at_At4g24490 -	mips_01_06_07	"Rab geranylgeranyl transferase like protein (fragment)"
			mips_06_07_99
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
	at_At4g35470 -	mips_13_05	"putative protein"
			mips_63_17_01
	at_At5g04720	mips_11	"putative protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At5g18370	mips_11	"disease resistance protein -like"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g41740	mips_11_05_01	"disease resistance protein-like"
	at_At5g45260	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g46270	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	Validation Accuracy: 13/16 (81.25%)
	Validation Frequency class 'mips_11_05': 123/2885 (4.26%)

	Evaluation on propertest data (4430 items):
	at_At1g04210	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g31540	mips_11_05_01	"putative protein"
			mips_11_05_03
	at_At1g57650	mips_11	""
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g63750	mips_11_05	"putative disease resistance protein"
			mips_11_05_01
			mips_11_05_03
	at_At1g63880	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g72840	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At2g14080	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g17440 -	mips_63_17_01	"unknown protein"
	at_At3g07040	mips_11_05_01	"disease resistance gene (RPM1)"
			mips_11_05_03
	at_At4g16890	mips_11	"disease resistance RPP5 like protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At4g16960	mips_11_05	"disease resistance RPP5 like protein"
			mips_11_05_01
			mips_11_05_03
	at_At4g27190	mips_11	"putative protein"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At4g36150	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At5g18360	mips_11_05_01	"disease resistance protein -like"
			mips_11_05_03
	at_At5g38350	mips_11_05	"disease resistance protein-like"
			mips_11_05_01
	at_At5g41540	mips_11_05_01	"disease resistance protein-like"
			mips_11_05_03
	at_At5g43470	mips_11	"disease resistance protein RPP8"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g45200	mips_11_05_01	"disease resistance protein RPS4"
	at_At5g45510	mips_06_04	"unknown protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At5g46470	mips_11_01	"disease resistance protein-like"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g47260	mips_11_01	"NBS/LRR disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g48620	mips_11	"disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At5g51630	mips_11_05	"putative protein"
			mips_11_05_01
			mips_11_05_03
	Propertest Accuracy: 22/23 (95.65%)
	Propertest Frequency class 'mips_11_05': 199/4430 (4.49%)

	New (unknown) data (2885 items):
	at_At1g15890 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At1g53350 -	no entry	null
	at_At1g56510 -	no entry	null
	at_At1g61300 -	no entry	null
	at_At1g63730 -	no entry	null
	at_At1g64070 -	no entry	null
	at_At3g14460 -	no entry	null
	at_At3g15410 -	no entry	null
	at_At3g25510 -	no entry	null
	at_At3g44670 -	no entry	null
	at_At3g46710 -	no entry	null
	at_At4g09430 -	no entry	null
	at_At4g16860 -	no entry	null
	at_At4g16940 -	no entry	null
	at_At4g19050 -	no entry	null
	at_At4g19510 -	no entry	null
	at_At4g20790 -	no entry	null
	at_At5g35450 -	no entry	null
	at_At5g40100 -	no entry	null
	at_At5g44510 -	no entry	null
	at_At5g45230 -	no entry	null
	at_At5g45240 -	no entry	null
	at_At5g46450 -	no entry	null
	at_At5g46490 -	no entry	null
	at_At5g47280 -	no entry	null
	at_At5g66910 -	no entry	null
	at_At1g12210 -	no entry	null
	at_At1g27170 -	no entry	null
	at_At1g27180 -	no entry	null
	at_At1g51480 -	no entry	null
	at_At1g58190 -	no entry	null
	at_At1g58410 -	no entry	null
	at_At1g61180 -	no entry	null
	at_At1g63360 -	no entry	null
	at_At1g63870 -	no entry	null
	at_At1g69550 -	no entry	null
	at_At3g44630 -	no entry	null
	at_At3g51560 -	no entry	null
	at_At3g51570 -	no entry	null
	at_At4g10780 -	no entry	null
	at_At4g14610 -	no entry	null
	at_At4g27220 -	no entry	null
	at_At4g33300 -	no entry	null
	at_At4g36140 -	no entry	null
	at_At5g05400 -	no entry	null
	at_At5g17680 -	no entry	null
	at_At5g38850 -	no entry	null
	at_At5g41550 -	no entry	null
	at_At5g44870 -	no entry	null
	at_At5g45050 -	no entry	null
	at_At5g46520 -	no entry	null
	at_At5g48770 -	no entry	null
	at_At5g63020 -	no entry	null
	at_At1g17600 -	no entry	null
	at_At1g56520 -	no entry	null
	at_At1g59780 -	no entry	null
	at_At1g61190 -	no entry	null
	at_At1g63740 -	no entry	null
	at_At4g08450 -	no entry	null
	at_At4g11170 -	no entry	null
	at_At5g18350 -	no entry	null
	at_At5g22690 -	no entry	null
	at_At5g36930 -	no entry	null
	at_At5g40910 -	no entry	null
	at_At5g40920 -	no entry	null
	at_At5g46510 -	no entry	null
	at_At5g58120 -	no entry	null


------------------
Rule 2959
	ipr_PPR_repeat(_orf_0,_ipr_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_1) = 0
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),seg(_orf_0) = 0
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),hmmsmart_lrr_ps(_orf_0,_hmmsmart_id_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_4) = 1
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5760 items):
	at_At1g12970 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
	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_At1g33600	mips_08_13	"hypothetical protein"
			mips_11_05_01
	at_At1g33610 -	mips_08_13	"hypothetical protein"
	at_At1g34420	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g47890	mips_06_04	"disease resistance protein, putative"
			mips_08
			mips_08_13
			mips_10_05
			mips_11_05
			mips_11_05_01
	at_At1g71390	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At1g78230	mips_10_01_01	"unknown protein; similar to ESTs gb|H36831.1, gb|N96841.1, and gb|AA651293.1"
			mips_11_05
			mips_11_05_05
			mips_11_05_05_06
			mips_40_27_03
			mips_40_34
	at_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_At3g14470	mips_11_05	"disease resistance protein, putative"
			mips_11_05_01
			mips_11_05_03
	at_At3g23110 -	mips_08_13	"disease resistance protein, putative"
	at_At3g24900	mips_06_04	"leucine-rich repeat disease resistance protein, putative"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g25010 -	mips_08_13	"disease resistance protein, putative"
	at_At3g26500 -	mips_63_17_01	"unknown protein"
	at_At3g53240 -	mips_08_13	"disease resistance - like protein"
	at_At4g04220 -	mips_08_13	"putative disease resistance protein, predicted GPI-anchored protein"
	at_At4g12010	mips_11_05_01	"putative disease resistance protein (TMV N-like)"
			mips_11_05_03
	at_At4g13810 -	mips_08_13	"putative disease resistance protein"
	at_At4g13900	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At4g26050 -	mips_63_17_01	"putative leucine-rich-repeat protein"
	at_At4g26090	mips_11	"disease resistance protein RPS2"
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
			mips_98
	at_At4g28380 -	mips_10_05	"extensin-like protein"
			mips_40_01
	at_At5g23400 -	mips_08_13	"disease resistance protein-like"
	at_At5g27060 -	mips_08_13	"resistance protein - like"
	at_At5g49290	mips_08_13	"disease resistance protein-like"
			mips_11_05_01
	Training Accuracy: 15/28 (53.57%)
	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_At2g19330 -	mips_13_05	"putative leucine-rich-repeat protein"
			mips_63_17_01
	at_At2g19780 -	mips_10	"putative disease resistance protein"
			mips_10_01_01
	at_At2g25470 -	mips_08_13	"putative disease resistance protein"
	at_At2g33020	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At2g33050	mips_06_04	"putative leucine-rich repeat disease resistance protein"
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_11
			mips_11_05
			mips_11_05_01
	at_At2g33080	mips_06	"putative leucine-rich repeat disease resistance protein"
			mips_06_04
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
			mips_99
	at_At2g34930 -	mips_08_13	"putative disease resistance protein"
	at_At3g23010 -	mips_08_13	"disease resistance protein, putative"
	at_At3g23120 -	mips_08_13	"disease resistance protein, putative"
	at_At4g13920	mips_08_13	"disease resistance Cf-2 like protein"
			mips_11_05_01
	at_At4g19520	mips_11_05_01	"resistance protein RPP5 - like"
	at_At4g35470 -	mips_13_05	"putative protein"
			mips_63_17_01
	at_At5g07910 -	mips_03_03_01	"putative protein"
	at_At5g22320	mips_11_05_05	"unknown protein"
			mips_11_05_05_06
			mips_40_27
			mips_40_27_03
			mips_40_34
	at_At5g61240	mips_10_05	"Cf-5 disease resistance protein - like"
			mips_11_05
			mips_11_05_01
	Validation Accuracy: 8/16 (50.00%)
	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_At1g61850 -	mips_01_06_99	"hypothetical protein"
			mips_65
	at_At1g65380	mips_08_13	"putative protein"
			mips_11_05_01
	at_At1g66830	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At1g71400	mips_06	"putative disease resistance protein"
			mips_06_04
			mips_08_13
			mips_10
			mips_11_05
			mips_11_05_01
	at_At1g74180 -	mips_08_13	"disease resistance protein, putative"
	at_At1g74190	mips_08_13	"disease resistance protein, putative"
			mips_11_05_01
			mips_13_05
			mips_13_05_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g14080	mips_11_05_01	"putative disease resistance protein"
			mips_11_05_03
	at_At2g15040 -	mips_08_13	"putative disease resistance protein"
	at_At2g17440 -	mips_63_17_01	"unknown protein"
	at_At2g32680	mips_08_13	"putative disease resistance protein"
			mips_11_05_01
	at_At2g33060	mips_08_13	"putative leucine-rich repeat disease resistance protein"
			mips_11_05_01
	at_At3g11080	mips_06_04	"hypothetical protein"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At3g25020 -	mips_08_13	"disease resistance protein, putative"
	at_At5g05850 -	mips_63_17	"putative protein"
			mips_63_17_01
	at_At5g25910	mips_06_04	"disease resistance protein - like"
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At5g40170	mips_06_04	"disease resistance - like protein"
			mips_08
			mips_08_13
			mips_11
			mips_11_05
			mips_11_05_01
	Propertest Accuracy: 11/17 (64.71%)
	Propertest Frequency class 'mips_11_05': 199/4430 (4.49%)

	New (unknown) data (2885 items):
	at_At1g13910 -	no entry	null
	at_At1g54480 -	no entry	null
	at_At1g71440 -	no entry	null
	at_At1g73070 -	no entry	null
	at_At1g80080 -	no entry	null
	at_At3g14460 -	no entry	null
	at_At3g15410 -	no entry	null
	at_At3g24235 -	no entry	null
	at_At3g25510 -	no entry	null
	at_At4g29880 -	no entry	null
	at_At5g44510 -	no entry	null
	at_At5g63710 -	no entry	null
	at_At1g27170 -	no entry	null
	at_At1g27180 -	no entry	null
	at_At1g69550 -	no entry	null
	at_At2g15320 -	no entry	null
	at_At2g24160 -	no entry	null
	at_At2g42800 -	no entry	null
	at_At3g11330 -	no entry	null
	at_At3g25000 -	no entry	null
	at_At3g28890 -	no entry	null
	at_At3g44630 -	no entry	null
	at_At3g51560 -	no entry	null
	at_At4g29990 -	no entry	null
	at_At5g17680 -	no entry	null
	at_At5g48770 -	no entry	null
	at_At1g17600 -	no entry	null
	at_At1g33670 -	no entry	null
	at_At1g53730 -	no entry	null
	at_At4g13880 -	no entry	null
	at_At5g18350 -	no entry	null
	at_At5g36930 -	no entry	null


------------------
Rule 1226
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),seg(_orf_0) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	->  class mips_11_05 "Disease, virulence and defense"

	Evaluation on training data (5760 items):
	at_At1g01310	mips_11	"pathogenesis related protein, putative"
			mips_11_05
			mips_11_05_03
			mips_40
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_99
	at_At1g04740 -	mips_08_07	"putative vesicle-associated membrane protein, synaptobrevin 7B, 5' partial"
			mips_40_08
			mips_40_09
	at_At1g04760 -	mips_08_07	"synaptobrevin 7B, putative"
			mips_40_08
			mips_40_09
	at_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_At1g31190 -	mips_01_04_99	"unknown protein"
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_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_At1g52400	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g60090 -	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_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_At1g75030	mips_11_05_03	"thaumatin-like protein"
	at_At1g75800	mips_11_05_03	"thaumatin, putative"
	at_At1g75940	mips_01_05_01_01_02	"ATA27"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At2g16370 -	mips_01_01_01_11	"dihydrofolate reductase-thymidylate synthase"
			mips_01_01_10_05
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_63_19_99
	at_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_At2g38660 -	mips_01_01_01_07	"methylenetetrahydrofolate dehydrogenase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At2g38760 -	mips_20_25_16	"putative annexin"
			mips_20_25_16_01
			mips_63_09
			mips_63_17_01
			mips_67_01
	at_At2g43590	mips_11_01	"putative endochitinase"
			mips_11_05
			mips_11_05_03
			mips_13_11
			mips_30_01
	at_At2g44450 -	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g44490 -	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44680 -	mips_06_07_03	"putative casein kinase II beta subunit"
			mips_48
	at_At3g09260 -	mips_01_05_01_01_02	"thioglucosidase 3D precursor"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g21370	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g25040 -	mips_06_04	"ER lumen retaining receptor (HDEL receptor), putative"
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_07_07
			mips_08_07_25
			mips_08_07_27
			mips_08_07_29
			mips_10_05
			mips_40_07
			mips_40_08
	at_At3g60130 -	mips_01_05_01_01_01	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_02_01
	at_At4g11010 -	mips_01_03	"nucleoside diphosphate kinase 3 (ndpk3)"
			mips_01_03_13
			mips_04_05_01_04_01
			mips_06_10
			mips_63_19_03
	at_At4g12910 -	mips_62_02_01_01	"SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
	at_At4g16650 -	mips_01	"growth regulator like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At4g17640 -	mips_06_07_03	"casein kinase II beta chain CKB2"
			mips_10_01_05
			mips_48
	at_At4g27830	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_11_05_03
	at_At4g29130 -	mips_01_05	"hexokinase"
			mips_01_05_01_01
			mips_01_05_04
			mips_02_01
			mips_03
			mips_03_03
			mips_03_03_01
			mips_63_19
	at_At4g30320	mips_11_05_05	"PR-1-like protein"
			mips_11_05_05_99
			mips_40_27
	at_At4g31470	mips_11_05_05	"pathogenesis-related protein homolog"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At4g33730	mips_11_05_05	"pathogenesis-related protein - like"
			mips_11_05_05_99
			mips_40_27
	at_At5g24550	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g24620	mips_10	"thaumatin-like protein"
			mips_10_01_01
			mips_11_05
	at_At5g26000	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g54570 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At5g61790 -	mips_25_05_01	"calnexin - like protein"
			mips_63_17_01
	Training Accuracy: 19/40 (47.50%)
	Training Frequency class 'mips_11_05': 259/5760 (4.50%)

	Evaluation on validation data (2885 items):
	at_At1g18250	mips_11_05_03	"putative protein"
	at_At1g47600 -	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g59960 -	mips_01_05_07	"putative protein"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g60270 -	mips_01_20_01	""
			mips_01_20_01_07
	at_At1g73620	mips_10_01	"thaumatin like protein"
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g75040	mips_10	"thaumatin-like protein"
			mips_10_01
			mips_10_01_01
			mips_11_05
			mips_11_05_03
			mips_98
	at_At2g28190 -	mips_11_01_01	"putative copper/zinc superoxide dismutase"
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g09590	mips_11_05_05	"putative pathogenesis-related protein"
			mips_11_05_05_99
			mips_40_27
			mips_62_02_01_02
	at_At3g16640 -	mips_11_07_99	"translationally controlled tumor protein-like protein"
			mips_11_99
			mips_13_11_03
			mips_13_11_03_05
			mips_13_11_03_99
			mips_14_10_02_01
			mips_14_10_02_02
			mips_14_10_02_99
			mips_20_25_16_01
			mips_20_25_16_01_03
			mips_20_25_16_03
			mips_20_25_16_03_07
			mips_20_25_16_07
			mips_30_27
			mips_40_27_99
			mips_43
			mips_43_03
			mips_43_03_09
	at_At3g53880 -	mips_01_05_07	"reductase-like protein"
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At3g54050 -	mips_02_01	"fructose-bisphosphatase precursor"
			mips_02_30
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g60250 -	mips_01_04	"regulatory subunit of protein kinase CK2"
			mips_06_07_03
			mips_10_01_05
			mips_48
	at_At4g10380 -	mips_33_03_13	"major intrinsic protein (MIP) - like"
			mips_35_03_17
			mips_67_99
	at_At4g22100 -	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g27820	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At4g33710	mips_11_05_03	"pathogenesis-related protein 1 precursor, 18.9K"
			mips_11_05_05
			mips_11_05_05_99
	at_At4g34570 -	mips_01_01	"dihydrofolate reductase-thymidylate synthase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_01_07
			mips_03
			mips_03_01
			mips_40_03
			mips_40_16
			mips_63_19
			mips_63_19_99
	at_At5g07340 -	mips_06_01	"calnexin homolog"
			mips_25_05_01
			mips_40_07
			mips_63_17
			mips_63_17_01
	at_At5g11150 -	mips_06_04	"putative protein"
			mips_08
			mips_08_07
			mips_08_07_03
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_07
			mips_40_08
			mips_40_09
	at_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_At5g58220 -	mips_01_02	"Unknown protein (At5g58220; MCK7.9)"
			mips_01_02_01
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_03
			mips_01_07_10
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_07
			mips_63_13
			mips_63_13_99
	Validation Accuracy: 6/21 (28.57%)
	Validation Frequency class 'mips_11_05': 123/2885 (4.26%)

	Evaluation on propertest data (4430 items):
	at_At1g02850 -	mips_01_20_01	"Similar to beta-glucosidases (At1g02850)"
			mips_01_20_01_07
	at_At1g66270 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66280	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g69740 -	mips_01_01_99	"putative aminolevulinate dehydratase"
			mips_01_20_19
			mips_01_20_19_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_17_09
	at_At1g79850 -	mips_05	"30S ribosomal protein S17, chloroplast precursor (CS17)"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_05_04_03
			mips_06_10
			mips_08
			mips_40_16
	at_At1g80760 -	mips_25_05_13	"nodulin-like protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g19860 -	mips_01_05_04	"hexokinase (ATHXK2)"
	at_At2g21020 -	mips_67_01	"putative major intrinsic (channel) protein"
			mips_67_99
	at_At2g27960 -	mips_03_03_01_01	"putative cyclin-dependent kinase regulatory subunit"
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_06_07_03
			mips_14_01_01
			mips_14_01_99
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g32120 -	mips_01_03_16	"70kD heat shock protein"
			mips_01_03_16_01
			mips_06_01
			mips_06_10
			mips_11_01_05
	at_At2g32670 -	mips_08_07	"putative synaptobrevin"
			mips_40_07
			mips_40_08
			mips_40_09
	at_At2g33120 -	mips_08_07	"putative synaptobrevin"
			mips_40_08
			mips_40_09
	at_At2g35780 -	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_07_11
			mips_06_10
			mips_40_25
			mips_62_02_01
			mips_62_02_01_01
	at_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_At3g54300 -	mips_40_09	"synaptobrevin -like protein"
	at_At3g60120 -	mips_01_05_01_01_02	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At4g00620 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At4g05090 -	mips_01	"3'(2'),5'-BISPHOSPHATE NUCLEOTIDASE -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_01_04
			mips_01_04_99
			mips_01_06
			mips_01_06_01
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_11
			mips_11
			mips_11_01
			mips_40_03
			mips_40_16
	at_At4g23900 -	mips_01_03_13	"unknown protein"
			mips_04_05_01_04_01
			mips_63_19_03
	at_At5g02730	mips_11_05_03	"pathogenesis related protein - like"
			mips_11_05_05
			mips_11_05_05_99
	at_At5g03370 -	mips_01	"unknown protein"
			mips_01_04
			mips_98
	at_At5g24540	mips_01_05	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g47080 -	mips_01_04	"casein kinase II beta chain"
			mips_06_07_03
			mips_10_01_05
			mips_48
	Propertest Accuracy: 5/24 (20.83%)
	Propertest Frequency class 'mips_11_05': 199/4430 (4.49%)

	New (unknown) data (2885 items):
	at_At1g54500 -	no entry	null
	at_At2g12510 -	no entry	null
	at_At2g14580 -	no entry	null
	at_At2g24000 -	no entry	null
	at_At2g43570 -	no entry	null
	at_At2g43610 -	no entry	null
	at_At2g43620 -	no entry	null
	at_At5g02140 -	no entry	null
	at_At5g42230 -	no entry	null
	at_At1g20030 -	no entry	null
	at_At1g75050 -	no entry	null
	at_At1g73260 -	no entry	null
	at_At3g12500 -	no entry	null
	at_At4g11650 -	no entry	null


------------------
Rule 886
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	->  class mips_01_01 "amino acid metabolism"

	Evaluation on training data (5760 items):
	at_At1g10060	mips_01_01_01	"Highly Similar to branched-chain amino acid aminotransferase"
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At1g10070	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_03_03
			mips_03_03_01
			mips_20
			mips_40_16
	at_At1g16350 -	mips_01_03	"putative inosine-5'-monophosphate dehydrogenase"
			mips_01_03_01
			mips_01_03_01_03
	at_At1g43560 -	mips_02_11	"hypothetical protein"
			mips_06_01
			mips_40_07
	at_At1g48900 -	mips_06_01	"unknown protein (At1g48900)"
			mips_06_04
			mips_08_02
	at_At1g53830 -	mips_01_05_99	"putative protein"
			mips_40_01
	at_At1g54340 -	mips_01_06_04	"NADP specific isocitrate dehydrogenase"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g55940	mips_01_01_10	"cytochrome P450, putative"
			mips_01_02
			mips_01_02_99
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_20_99
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_47_03_11
			mips_47_03_11_07
	at_At1g65930 -	mips_01_06_04	"unknown protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g67430 -	mips_05_01_01	"ribosomal protein L17-like protein"
	at_At1g78630 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At1g80460 -	mips_01_06_01	"putative glycerol kinase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_10_01_05
			mips_67_07
			mips_67_07_01
	at_At1g80560	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At2g28880	mips_01_01	"putative para-aminobenzoate synthase and glutamine amidotransferase, a bifunctional enzyme"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_06_04
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_14_10
			mips_14_10_02
	at_At2g34890	mips_01_01	"putative CTP synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_30_01
	at_At2g45300	mips_01_01_01_11	"5-enolpyruvylshikimate-3-phosphate (EPSP) synthase"
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_30_34
			mips_30_34_07
	at_At2g47510	mips_01_01_01_07	"putative fumarase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_01_03_01
			mips_01_03_01_03
			mips_02_10
	at_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_At3g11940 -	mips_05_01_01	"putative 40S ribosomal protein S5"
			mips_06_10
			mips_30_03
			mips_30_99
			mips_37
			mips_37_03
			mips_37_03_11
			mips_37_03_11_05
			mips_62_01_07
	at_At3g12670	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At3g14300 -	mips_01_05_99	"putative pectin methylesterase"
			mips_40_01
	at_At3g21720 -	mips_02_01	"putative isocitrate lyase"
			mips_02_22
	at_At3g24090	mips_01_01	"glutamine:fructose-6-phosphate amidotransferase, putative"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_02
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_14_04_03
			mips_14_04_03_03
			mips_63_13
			mips_63_13_01
	at_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_At3g47370 -	mips_05_01	"40S ribosomal protein S20-like protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_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_At3g49220 -	mips_01_05_99	"pectinesterase - like protein"
			mips_30_01
			mips_40_01
	at_At3g57490 -	mips_05_01	"40S ribosomal protein S2 homolog"
			mips_05_01_01
			mips_48
			mips_63_03_03
	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_At4g13170 -	mips_30_26	"ribosomal protein L13a like protein"
			mips_30_26_03
			mips_62_02_99
	at_At4g20320	mips_01_01_01_01	"CTP synthase like protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At4g29620 -	mips_01_03_04	"cytidine deaminase 2 (CDA2)"
			mips_01_03_04_01
			mips_01_03_07
			mips_01_03_07_01
	at_At4g29640 -	mips_01_03_04	"cytidine deaminase 5 (CDA5)"
			mips_63_17_09
	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_At5g03290 -	mips_02	"W25EPL23M/W25EPL23M"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_63_19
	at_At5g03860 -	mips_01_03	"malate synthase -like protein"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_02_22
			mips_02_99
			mips_40_19
	at_At5g04230	mips_01_01_01_11	"phenylalanine ammonia-lyase PAL3"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At5g04960 -	mips_01_05_01_01	"pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	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_At5g13420 -	mips_01_03	"transaldolase - like protein"
			mips_01_07
			mips_02_07
	at_At5g14200	mips_01_01	"3-isopropylmalate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_67_15
	at_At5g49500 -	mips_06_04	"SRP54 (signal recognition particle 54 KDa) protein"
			mips_08_02
			mips_40_07
			mips_63_03_03
	at_At5g51490 -	mips_01_05_01	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	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_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_At5g65010	mips_01_01_01_01	"asparagine synthetase (gb|AAC72837.1)"
			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_At5g65780	mips_01_01_01_15	"branched-chain amino acid aminotransferase"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	Training Accuracy: 21/50 (42.00%)
	Training Frequency class 'mips_01_01': 339/5760 (5.89%)

	Evaluation on validation data (2885 items):
	at_At1g11580 -	mips_01_05_01_01	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At1g17560 -	mips_05_01	"ribosomal protein, putative"
			mips_05_01_01
	at_At1g17740	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02_01
			mips_02_07
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g20260 -	mips_01_07	"vacuolar-type H+-ATPase subunit B3 (VHA-B3)"
			mips_01_07_01
			mips_40_25
			mips_67_01
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At1g22170 -	mips_01_05_04	"unknown protein"
			mips_02_01
			mips_02_01_03
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g30820	mips_01_01_01_01	"CTP synthase-like protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At1g50090	mips_01_01	"branched-chain amino acid aminotransferase, putative"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_16
	at_At1g50110	mips_01_01_01_15	"branched-chain amino acid aminotransferase like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At1g58380 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At1g76030 -	mips_40_25	"vacuolar-type H+-ATPase subunit B1 (VHA-B1)"
			mips_67_01
			mips_67_50_22
	at_At1g79470 -	mips_01_03_01	"unknown protein"
			mips_01_03_01_03
	at_At2g13440 -	mips_03_03_03	"similar to glucose inhibited division protein A from prokaryotes"
	at_At2g17630	mips_01_01	"putative phosphoserine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At2g26440 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g26450 -	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g43050 -	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g13110	mips_01_01	"serine acetyltransferase (Sat-1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05_01_03
			mips_01_20_01
	at_At3g14930 -	mips_01_20_19	"uroporphyrinogen decarboxylase, putative"
			mips_01_20_19_01
			mips_43
			mips_43_03
			mips_43_03_07
			mips_43_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At3g24830 -	mips_05_01_01	"60S ribosomal protein, putative"
			mips_30_26
			mips_30_26_03
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At3g25660	mips_01_01_10	"glutamyl-tRNA amidotransferase subunit A, putative"
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_05_10
			mips_05_99
	at_At3g47400 -	mips_01_05_01	"pectinesterase-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g49680	mips_01_01_01_15	"branched-chain-amino-acid transaminase -like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_03
			mips_01_01_01_15_04
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_03_03_01_01
	at_At3g53260	mips_01_01_01_11	"phenylalanine ammonia-lyase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At3g57050	mips_01_01_01_07	"putative cystathionine beta-lyase (CBL) precursor protein"
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
	at_At4g15560 -	mips_01_06_01_07	"DEF (CLA1) protein"
			mips_02_07
			mips_02_07_03
			mips_02_19
			mips_02_30
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At4g15980 -	mips_01_05_99	"pectinesterase like protein"
			mips_30_01
			mips_40_01
	at_At4g18440	mips_01	"adenylosuccinate lyase like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_03
			mips_01_03
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_03
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At4g19710	mips_01_01_01_07	"aspartate kinase-homoserine dehydrogenase - like protein"
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At4g33230 -	mips_01_05_99	"pectinesterase - like protein"
			mips_01_20_01
			mips_40_01
	at_At4g35630	mips_01_01_01_11	"phosphoserine aminotransferase"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At5g11880	mips_01_01_01	"diaminopimelate decarboxylase - like protein"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13_03
			mips_13_03_05
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_21
			mips_63_21_17
	at_At5g35170 -	mips_01_03	"adenylate kinase -like protein"
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_99
			mips_30_26
			mips_30_26_03
			mips_40_16
			mips_63_19_03
	at_At5g49180 -	mips_01_05_99	"pectin methylesterase"
			mips_40_01
	Validation Accuracy: 14/33 (42.42%)
	Validation Frequency class 'mips_01_01': 180/2885 (6.24%)

	Evaluation on propertest data (4430 items):
	at_At1g23200 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At1g31180	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At1g32990 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_03
	at_At1g48860	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_01_03_04
			mips_30_34
			mips_30_34_07
	at_At1g55920	mips_01_01_01	"serine acetyltransferase"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_20_01
	at_At1g80600	mips_01_01	"acetylornithine transaminase like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_03
			mips_40_16
	at_At2g17640	mips_01	"serine acetyltransferase (Sat-106)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_01
			mips_05
			mips_05_04
			mips_63
			mips_99
	at_At2g19570 -	mips_01_03_04	"cytidine deaminase 1 (cda1)"
	at_At2g33800 -	mips_05_01	"30S ribosomal protein S5"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At2g37040	mips_01_01	"phenylalanine ammonia lyase (PAL1)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At2g38560 -	mips_04_05_01_01	"putative elongation factor"
	at_At2g40490 -	mips_01_07_01	"uroporphyrinogen decarboxylase like protein"
			mips_01_20_19
			mips_01_20_19_01
			mips_43
			mips_43_03
			mips_43_03_07
			mips_43_03_17
			mips_47_03_11
			mips_47_03_11_07
	at_At2g45220 -	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At2g45290 -	mips_01_06_01_07	"putative transketolase precursor"
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_At2g45770 -	mips_06_01	"putative signal recognition particle receptor (alpha subunit)"
			mips_08_16
			mips_08_16_05
			mips_30_34
			mips_30_34_09
			mips_63_19_05
	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_At3g07110 -	mips_05	"putative 60S ribosomal protein L13A"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_26
			mips_30_26_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_03_03
	at_At3g10710 -	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g14390	mips_01_01	"putative diaminopimelate decarboxylase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13
			mips_13_03
			mips_13_03_05
			mips_40_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At3g19480	mips_01_01	"phosphoglycerate dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_02_01
			mips_02_07
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
			mips_67
			mips_67_15
	at_At3g21500 -	mips_01_05	"1-D-deoxyxylulose 5-phosphate synthase, putative"
			mips_01_06_01_07
			mips_02_07
			mips_02_19
			mips_02_30
			mips_25_05
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At3g23940	mips_01_01_01_15	"dihydroxyacid dehydratase like protein"
			mips_01_01_01_15_02
			mips_01_01_01_15_04
	at_At3g25920 -	mips_05	"50S ribosomal protein L15, chloroplast precursor"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_07
			mips_98
	at_At3g43270 -	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g45030 -	mips_05_01	"40S ribsomomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g54470 -	mips_01	"UMP synthase"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_03_04_03
			mips_40_03
	at_At3g63490 -	mips_05	"chloroplast ribosomal L1 - like protein"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40_26
			mips_40_26_03
	at_At4g00190 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g02120	mips_01_01	"CTP synthase - like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_30_01
	at_At4g02300 -	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At4g20960 -	mips_01_03	"putative protein"
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_04_03
			mips_04_03_06
			mips_40_16
			mips_63_17_09
	at_At4g24920 -	mips_08_99	"PROTEIN TRANSPORT PROTEIN SEC61 GAMMA SUBUNIT -like"
			mips_40_07
			mips_67_99
	at_At4g26900	mips_01	"glutamine amidotransferase/cyclase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_03
			mips_01_02
			mips_01_03_04
			mips_01_03_04_03
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_19
	at_At4g29570 -	mips_01_03	"cytidine deaminase - like protein"
			mips_01_03_04
			mips_63_17_09
	at_At4g29630 -	mips_01_03_04	"cytidine deaminase 3 (CDA3)"
			mips_01_03_04_01
			mips_01_03_07
			mips_01_03_07_01
	at_At4g34640 -	mips_01_06	"farnesyl-diphosphate farnesyltransferase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20
			mips_01_20_13
			mips_40_02
			mips_40_07
			mips_43
			mips_43_03
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_99
			mips_63_21
			mips_63_21_07
	at_At4g38510 -	mips_01	"vacuolar-type H+-ATPase subunit B2 (VHA-B2)"
			mips_01_07
			mips_01_07_01
			mips_13
			mips_13_11
			mips_20
			mips_40_02
			mips_40_25
			mips_63
			mips_63_19
			mips_67
			mips_67_01
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At5g02960 -	mips_05_01	"unknown protein"
			mips_05_01_01
	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_At5g09500 -	mips_06_10	"ribosomal protein S15-like"
			mips_30_99
	at_At5g14590 -	mips_01_06_04	"isocitrate dehydrogenase - like protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At5g15200 -	mips_05_01	"40S ribosomal protein - like"
			mips_05_01_01
			mips_63_03_03
			mips_63_07
	at_At5g20860 -	mips_01_05	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_30
			mips_40_01
	at_At5g35360	mips_01_01_01_15	"acetyl-CoA carboxylase"
			mips_01_01_10_04
			mips_01_06_01_05
			mips_02_01
			mips_02_10
			mips_63_21
			mips_63_21_15
	at_At5g48760 -	mips_05_01	"60S ribosomal protein L13a"
			mips_05_01_01
			mips_30_26
			mips_30_26_03
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At5g50460 -	mips_06_04	"protein translocation complex Sec61 gamma chain (pir||T05513)"
			mips_08
			mips_08_99
			mips_40_07
			mips_67
			mips_67_99
	at_At5g50950	mips_01_01_01_07	"fumarate hydratase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_02_10
	at_At5g51500 -	mips_01_05_99	"pectinesterase"
			mips_30_01
			mips_40_01
	at_At5g53370 -	mips_01_05	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_40_01
	at_At5g62300 -	mips_05	"ribosomal protein S20 - like"
			mips_05_01
			mips_05_01_01
			mips_06
			mips_06_10
			mips_30
			mips_30_03
			mips_30_99
			mips_40
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_07
			mips_98
	at_At5g63570	mips_01_01_99	"glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_99
			mips_40_26
			mips_40_26_03
	Propertest Accuracy: 14/52 (26.92%)
	Propertest Frequency class 'mips_01_01': 285/4430 (6.43%)

	New (unknown) data (2885 items):
	at_At1g27400 -	no entry	null
	at_At2g41840 -	mips_48	"40S ribosomal protein S2"
	at_At3g09680 -	no entry	null
	at_At1g02810 -	no entry	null
	at_At5g39850 -	no entry	null


------------------
Rule 2942
	ipr_Cytochrome_P450(_orf_0,_ipr_1),hmmpfam_p450(_orf_0,_hmmpfam_id_2) = 1
	->  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_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_At1g13070	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At1g13100	mips_11_07_01	"putative cytochrome P450 monooxygenase"
	at_At1g13140	mips_02_11	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g13150 -	mips_02_11	"putative cytochrome P450 monooxygenase"
	at_At1g13710 -	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g19630 -	mips_01_20_17_07	"cytochrome P450, putative"
			mips_01_20_35
			mips_01_20_35_01
	at_At1g33720	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g33730	mips_01_06_04	"cytochrome P450, putative"
			mips_02_11
			mips_11_07
			mips_11_07_01
			mips_40_07
	at_At1g34540 -	mips_45	"cytochrome p450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g47620 -	mips_02_11	"hypothetical protein"
	at_At1g55940	mips_01_01_10	"cytochrome P450, putative"
			mips_01_02
			mips_01_02_99
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_20_99
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_47_03_11
			mips_47_03_11_07
	at_At1g57750 -	mips_02_11	"putative protein"
	at_At1g64930 -	mips_01_20_17_07	"hypothetical protein"
	at_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_At1g74550	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g75130 -	mips_45	"cytochrome P450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_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_At2g12190 -	mips_01_20_17	"pseudogene"
			mips_01_20_17_07
	at_At2g23190 -	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g25160 -	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
	at_At2g26170	mips_01_06_04	"Cytochrome P450 like protein"
			mips_11_07_01
	at_At2g27000 -	mips_02_11	"putative cytochrome P450"
	at_At2g27010	mips_02	"putative cytochrome P450"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_40_02
	at_At2g27690 -	mips_02_11	"putative cytochrome P450"
	at_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_At3g13730 -	mips_01_20_17_07	"CYP90D"
	at_At3g14620 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14640 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14680 -	mips_02	"putative cytochrome P450"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g26150	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26160	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26170	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26180	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26200	mips_11_07_01	"cytochrome P450 like protein"
	at_At3g26210	mips_11_07	"cytochrome P450, putative"
			mips_11_07_01
	at_At3g26300	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26330	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26830	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At3g28740 -	mips_01_20	"cytochrome P450, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At3g44250	mips_01	"cytochrome P450-like protein"
			mips_01_20
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At3g52970	mips_02	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At3g53280	mips_11_07	"cytochrome P450 monooxygenase (CYP71B5)"
			mips_11_07_01
	at_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_At4g15440	mips_01_06_04	"hydroperoxide lyase (HPL1)"
			mips_11_07_01
	at_At4g19230	mips_01_06_01	"putative cytochrome P450 protein"
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g20240	mips_11_07_01	"putative protein"
	at_At4g22710	mips_01_20_17	"cytochrome P450 - like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_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_At5g24910	mips_01_06_04	"cytochrome P450-like protein"
			mips_11_07_01
	at_At5g25120	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g25180	mips_11_07_01	"cytochrome P450 71B1 - like protein"
	at_At5g33441	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g36220 -	mips_01_20_35	"cytochrome P450 monooxygenase (CYP91A1)"
			mips_01_20_35_01
			mips_01_20_99
	at_At5g38450 -	mips_01_06	"cytochrome P450-like protein"
	at_At5g44620 -	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase-like; cytochrome P450"
	at_At5g45340	mips_01_06_01_07	"cytochrome P450"
			mips_01_06_01_07_11
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At5g47990 -	mips_01_20_17_07	"cytochrome P450"
	at_At5g52400 -	mips_13_11	"cytochrome P-450-like protein"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	Training Accuracy: 48/86 (55.81%)
	Training Frequency class 'mips_11_07': 232/5760 (4.03%)

	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_At1g13080	mips_11_07	"putative cytochrome P450 monooxygenase (At1g13080)"
			mips_11_07_01
	at_At1g16400	mips_01_20_17	"cytochrome P450-like protein (At1g16400)"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g16410	mips_01_20_17	"putative cytochrome P450 protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At1g50560	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At1g64940	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g64950 -	mips_01	"unknown protein"
			mips_02
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At1g65340 -	mips_45_03_15	""
			mips_47_03_15
			mips_47_03_15_07
	at_At2g14100 -	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
	at_At2g22330	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At2g23220 -	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g24180	mips_11_07_01	"putative cytochrome P450"
	at_At2g32440 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g44890 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14630 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g20120 -	mips_01_20	"cytochrome P450, putative"
	at_At3g20940 -	mips_02_11	"cytochrome P450, putative"
	at_At3g26270	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_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_At3g48520 -	mips_01_06	"cytochrome P450-like protein"
			mips_01_06_99
	at_At3g53290	mips_01_20	"CYTOCHROME P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g61880	mips_02	"cytochrome p450 (CYP78A9)"
			mips_01_06
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At4g00360 -	mips_02_11	"probable cytochrome P450"
	at_At4g15380 -	mips_01	"cytochrome P450 like protein"
			mips_02
			mips_01_06
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At4g22690	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g37320 -	mips_01_20	"cytochrome P450-like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37400 -	mips_01_20_35	"cytochrome P450 monooxygenase -like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g39480	mips_11_07_01	"cytochrome P450 - like protein"
	at_At4g39490	mips_11_07_01	"cytochrome P450 - like protein"
	at_At5g10600	mips_01_20_35	"cytochrome P450 - like protein"
			mips_01_20_35_01
			mips_11_07_01
	at_At5g24900 -	mips_02	"cytochrome P450-like protein"
			mips_02_11
			mips_98
	at_At5g25900	mips_01_20_13	"cytochrome P450 GA3"
			mips_11_07_01
			mips_20_20
			mips_20_20_18
	at_At5g57220 -	mips_01_20_17	"cytochrome P450"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	Validation Accuracy: 19/35 (54.29%)
	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_At1g05160 -	mips_02	"putative cytochrome P450"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_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_At1g24540 -	mips_45_03_15	"putative cytochrome P450"
			mips_47_03_15
			mips_47_03_15_07
	at_At1g50520 -	mips_02_11	"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_At1g79370 -	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At2g17330 -	mips_45	"putative obtusifoliol 14-alpha demethylase"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g26710 -	mips_02_11	"putative cytochrome P450"
	at_At2g29090	mips_01_01_01	"putative cytochrome P450"
			mips_01_02
			mips_01_02_99
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g30490	mips_01_06_04	"cinnamate-4-hydroxylase"
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g34500 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_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_At2g42850 -	mips_01_06	"putative cytochrome P450"
	at_At2g45510 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g45570	mips_01_20_17_07	"cytochrome P450 (CYP76C2)"
			mips_11_07_01
	at_At2g45970	mips_11_07_01	"putative cytochrome P450"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g46960 -	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_02_11
			mips_63
			mips_98
	at_At3g10560	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g10570	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_11_07_01
	at_At3g14610 -	mips_02_11	"putative cytochrome P450"
	at_At3g14650 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14660 -	mips_01_06_01	"putative cytochrome P450"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g14690 -	mips_01_06_01	"putative cytochrome P450"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g20110 -	mips_02	"cytochrome P450, putative"
			mips_01_20
			mips_02_11
	at_At3g25180	mips_01_20_17_07	"cytochrome P450 monooxygenase, putative"
			mips_11_07_01
	at_At3g26190	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26220	mips_02	"cytochrome P450 monooxygenase (CYP71B3)"
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g26230	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26280	mips_01	"cytochrome P450 monooxygenase (CYP71B4)"
			mips_02
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g26290	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26310	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26320	mips_11_07_01	"cytochrome P450, putative"
	at_At3g30290 -	mips_02	"cytochrome P450, putative"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g48280 -	mips_01_20	"Cytochrome P450 - like protein"
	at_At3g48290	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48310	mips_11_07_01	"cytochrome P450 - like protein"
	at_At3g50660 -	mips_01_06_01_07	"steroid 22-alpha-hydroxylase (DWF4)"
			mips_01_06_01_07_11
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g53130 -	mips_02	"Cytochrom P450 -like protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g53300	mips_02_11	"CYTOCHROME P450-like protein"
			mips_11_07
			mips_11_07_01
	at_At4g12300	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase -like protein"
			mips_11_07_01
	at_At4g12330	mips_01_20	"flavonoid 3',5'-hydroxylase like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g13770	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83A1)"
	at_At4g15110	mips_11_07_01	"cytochrome P450 (Z97337.39)"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g15350	mips_11_07	"cytochrome P450 like protein"
			mips_11_07_01
	at_At4g15360 -	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At4g27710 -	mips_01_06_01	"cytochrome P450 - like protein"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At4g31940 -	mips_01_20	"Cytochrome P450-like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At4g31970 -	mips_01_20_17	"Cytochrome P450-like protein"
			mips_01_20_17_07
	at_At4g36220 -	mips_01_20_35_01	"ferulate-5-hydroxylase (FAH1)"
	at_At4g36380 -	mips_02	"cytochrome P450 (ROTUNDIFOLIA3)"
			mips_01_06
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
	at_At4g37360 -	mips_01_20_99	"cytochrome p450 - like protein"
	at_At4g39950 -	mips_01_20_17_07	"cytochrome P450 like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_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_At5g08250 -	mips_01_06_01	"cytochrome P450-like protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g36110 -	mips_45	"cytochrome P450-like"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g42580 -	mips_01_20_17_07	"cytochrome P450"
	at_At5g42590	mips_11_07_01	"cytochrome P450"
	at_At5g42650 -	mips_01_20_17_07	"allene oxide synthase (emb|CAA73184.1)"
	at_At5g48000	mips_01_06_01_07	"cytochrome P450-like protein"
			mips_01_06_01_07_11
			mips_11_07_01
	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_At5g63450 -	mips_01_06_99	"cytochrome P450-like protein"
	at_At5g67310 -	mips_01_20_17_07	"cytochrome P450"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	Propertest Accuracy: 36/74 (48.65%)
	Propertest Frequency class 'mips_11_07': 197/4430 (4.45%)

	New (unknown) data (2885 items):
	at_At1g17060 -	no entry	null
	at_At1g73340 -	no entry	null
	at_At2g21910 -	no entry	null
	at_At2g23180 -	no entry	null
	at_At2g28850 -	no entry	null
	at_At2g46950 -	no entry	null
	at_At4g15330 -	no entry	null
	at_At4g32170 -	no entry	null
	at_At5g24960 -	no entry	null
	at_At5g25130 -	no entry	null
	at_At5g25140 -	no entry	null
	at_At5g38970 -	no entry	null
	at_At5g52320 -	no entry	null
	at_At1g58260 -	no entry	null
	at_At1g67110 -	no entry	null
	at_At1g74110 -	no entry	null
	at_At2g28860 -	no entry	null
	at_At2g30750 -	no entry	null
	at_At2g34490 -	no entry	null
	at_At3g19270 -	no entry	null
	at_At3g20080 -	no entry	null
	at_At3g20090 -	no entry	null
	at_At3g20950 -	no entry	null
	at_At3g56630 -	no entry	null
	at_At4g13290 -	no entry	null
	at_At4g15300 -	no entry	null
	at_At5g05690 -	no entry	null
	at_At1g28430 -	no entry	null
	at_At1g31800 -	no entry	null
	at_At3g20100 -	no entry	null
	at_At3g20960 -	no entry	null
	at_At3g30180 -	no entry	null
	at_At3g48300 -	mips_98	"cytochrome p450 like protein"
			mips_99
	at_At4g13310 -	no entry	null
	at_At4g31950 -	no entry	null
	at_At5g24950 -	no entry	null


------------------
Rule 2125
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_5,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),coil(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	->  class mips_03_03 "cell cycle"

	Evaluation on training data (5760 items):
	at_At2g16440	mips_03_01	"putative CDC21 protein"
			mips_03_01_03
			mips_03_03_01
			mips_14_04
			mips_30_10
			mips_40_10_03
			mips_63_19
	at_At2g16740	mips_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At2g45800 -	mips_13_05	"putative LIM-domain protein"
			mips_13_07
	at_At2g47410 -	mips_14_04_09	"putative WD-40 repeat protein"
			mips_14_04_09_01
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At3g55380	mips_03_03_02	"ubiquitin-conjugating enzyme UBC3"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At4g02060 -	mips_40_10_03	"PROLIFERA"
	at_At4g04940 -	mips_03_01_05_01	"putative WD-repeat membrane protein"
			mips_14_10
			mips_14_10_02
	at_At4g36410 -	mips_06_07_05	"ubiquitin-conjugating enzyme"
			mips_08_05
	at_At4g36800	mips_03	"ubiquitin-protein ligase like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13
			mips_30
	at_At5g13840	mips_03	"cell cycle switch protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_40
			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_01
			mips_98
	at_At5g27570	mips_03_03_01_01	"cdc20-like protein"
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_06_07_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_14_01_03
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g50870 -	mips_06_07	"ubiquitin-conjugating enzyme-like protein"
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_08
			mips_08_13
			mips_11_01
			mips_14_01
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g60940 -	mips_04_05_05	"cleavage stimulation factor 50K chain"
			mips_04_05_05_05
	at_At5g66610 -	mips_25_05_10	"putative protein"
			mips_67_01
	Training Accuracy: 11/19 (57.89%)
	Training Frequency class 'mips_03_03': 362/5760 (6.28%)

	Evaluation on validation data (2885 items):
	at_At1g10200 -	mips_13_05	"putative transcription factor"
			mips_13_07
			mips_40_04
	at_At1g14400	mips_03_03_02	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g63800	mips_03_03_02	"putative ubiquitin-conjugating enzyme"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_14_04_03_03
			mips_14_04_03_05
	at_At1g64230	mips_03_03	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At1g75440	mips_03_01_05_01	"ubiquitin-conjugating enzyme 16, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At2g01330 -	mips_20_25_01	"putative WD-40-repeat protein"
			mips_20_25_01_03
	at_At2g18600	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	at_At3g08700	mips_03_03_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07_05
			mips_30_10
	at_At3g18060 -	mips_14_10	"WD40-repeat protein"
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_02_02_01
			mips_14_10_02_02_02
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At4g22910	mips_03_03_01_01_11	"putative fizzy-related protein"
			mips_06_07_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_14_01_03
			mips_62_02_01_01
	at_At5g41340	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_08_13
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_30_10
	at_At5g49430 -	mips_14	"WD-40 repeat protein-like"
			mips_14_04
			mips_14_04_09
			mips_14_04_09_01
			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_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_03
			mips_63_01
	Validation Accuracy: 10/14 (71.43%)
	Validation Frequency class 'mips_03_03': 180/2885 (6.24%)

	Evaluation on propertest data (4430 items):
	at_At1g01780 -	mips_13_05	"LIM domain protein, putative"
			mips_13_07
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g19270 -	mips_11_05_01	"hypothetical protein"
			mips_13_07
			mips_30_04
	at_At1g44900 -	mips_03_01_03	"transcription factor, putative"
			mips_40_10_03
			mips_40_10_99
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g02760	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g07690	mips_03	"putative DNA replication licensing factor, mcm5"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_14_04
			mips_25_05
			mips_63_01
			mips_63_19
	at_At2g39900 -	mips_13_05	"putative LIM-domain protein"
			mips_13_07
	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_At3g46460	mips_03_03	"ubiquitin conjugating enzyme E2 (UBC13)"
			mips_03_03_02
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_14_04_03
			mips_14_04_03_03
			mips_48
			mips_62_01_07
	at_At3g57870	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g00090 -	mips_04	"putative WD repeat membrane protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_01_99
			mips_06
			mips_06_10
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_40_10
			mips_63_01
			mips_63_03_03
			mips_98
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g32990 -	mips_08_07	"putative protein"
			mips_40_09
	at_At5g13480 -	mips_10_05	"putative protein"
			mips_40_02
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g27940	mips_03_03_01_03	"WD-repeat protein - like"
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g59300	mips_03_03_02	"ubiquitin-conjugating enzyme - like"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g64630 -	mips_03_01_99	"FAS2 like protein"
	Propertest Accuracy: 13/22 (59.09%)
	Propertest Frequency class 'mips_03_03': 263/4430 (5.94%)

	New (unknown) data (2885 items):
	at_At1g15470 -	no entry	null
	at_At3g61230 -	no entry	null
	at_At3g55770 -	no entry	null


------------------
Rule 2806
	scanregexp_protein_kinase_st(_orf_0,_scanregexp_id_1),hmmsmart_s_tkc(_orf_0,_hmmsmart_id_2),ipr_Protein_kinase(_orf_0,_ipr_3),scanregexp_protein_kinase_atp(_orf_0,_scanregexp_id_4) = 1
	hmmsmart_s_tkc(_orf_0,_hmmsmart_id_1),scanregexp_protein_kinase_atp(_orf_0,_scanregexp_id_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_4),seg(_orf_0) = 0
	profscan_protein_kinase_dom(_orf_0,_profscan_id_1),scanregexp_protein_kinase_atp(_orf_0,_scanregexp_id_2),profscan(_orf_0,_profscan_id_3,_ipr_4),seg(_orf_0) = 0
	hmmpfam_pkinase(_orf_0,_hmmpfam_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3) = 0
	->  class mips_03_03 "cell cycle"

	Evaluation on training data (5760 items):
	at_At1g02970	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g03740 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_23
			mips_30_04
			mips_30_04_05
	at_At1g04440 -	mips_06_07_03	"putative casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
	at_At1g05100 -	mips_01_02	"putative NPK1-related MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_05_04
			mips_14_10
			mips_14_10_02
	at_At1g06390 -	mips_14_01_03	"putative shaggy kinase iota protein"
			mips_25_05_07
	at_At1g08650 -	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g18350	mips_01_04	"MAP kinase kinase 5, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_04_09
			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_25_05_25
			mips_30_04
			mips_40_04
			mips_40_04_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g21590 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
	at_At1g33770	mips_03_03_01_01	"protein kinase, putative"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g51170	mips_03_01_03	"putative serine/threonine protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g53050	mips_01_04	"cell division-related protein, putative"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At1g54510 -	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g76540	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At1g78290	mips_03_03_01_02	"protein kinase 1 like protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g20470	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_10
			mips_40_10
	at_At2g25220 -	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At2g32510 -	mips_63_19	"putative protein kinase"
	at_At2g37840 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g45490 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At3g13530 -	mips_13	"MAP3K epsilon protein kinase"
			mips_13_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_63_07
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g21220	mips_03_03_01_02	"MAP kinase kinase 5"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g23340 -	mips_01_04	"putative casein kinase I"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_06_07
			mips_10_05
	at_At3g44200	mips_03_03_01_01	"protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At3g44850 -	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g46140 -	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g50000	mips_01_04	"CASEIN KINASE II, ALPHA CHAIN 2 (CK II)"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01
			mips_13_11
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_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_At4g08800 -	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g14340 -	mips_06_07_03	"casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At4g14350	mips_03_03_01_01	"protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01_03
			mips_25_05_09
			mips_25_05_10
	at_At4g18710 -	mips_14_01_03	"shaggy-like protein kinase etha (EC 2.7.1.-)"
			mips_25_05_07
	at_At4g19110 -	mips_01_04	"putative serine/threonine-protein kinase"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g22940	mips_01_04	"putative cdc2 kinase homolog"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At4g33080	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_10
			mips_14_10_02
	at_At4g33950 -	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_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_At5g08160 -	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g14640 -	mips_25_05_07	"protein kinase MSK-3 - like"
	at_At5g18190	mips_03_03_01_01	"casein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g28290 -	mips_01_02_01	"serine (threonine) protein kinase - like"
			mips_01_02_01_07
			mips_10_01
			mips_10_01_01
			mips_63_19
	at_At5g63610 -	mips_10_01	"cdc2-like protein kinase-like protein"
			mips_11_01_99
			mips_14_01_99
			mips_63_19
	at_At5g63940 -	mips_10_05	"putative protein"
	at_At5g67080	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 20/48 (41.67%)
	Training Frequency class 'mips_03_03': 362/5760 (6.28%)

	Evaluation on validation data (2885 items):
	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_At1g03920	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
	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_At1g18670	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_23
	at_At1g54610	mips_03_03_01_01_09	"Unknown protein (T22H22.5)"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g57700	mips_03_01_03	""
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g57870	mips_01	"protein kinase, putative"
			mips_01_05
			mips_03
			mips_03_03
			mips_06
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25_03
			mips_25_05
			mips_30
			mips_30_04
			mips_63_19
	at_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_At1g61590 -	mips_10_05	"putative protein"
	at_At1g68830	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_19
	at_At1g73690	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g74490 -	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At2g25760 -	mips_04_09	"putative casein kinase I"
			mips_40_04_03
	at_At2g25880 -	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_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_At3g48750	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g10010	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26100 -	mips_01_04	"Col-0 casein kinase I like protein"
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_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_At5g09890	mips_01_04	"protein kinase"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_10_05
			mips_14_01
			mips_25_05_09
	at_At5g43320 -	mips_03_01_05_01	"casein kinase I"
			mips_20_11
			mips_62_01
			mips_62_01_01
	at_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
	Validation Accuracy: 12/25 (48.00%)
	Validation Frequency class 'mips_03_03': 180/2885 (6.24%)

	Evaluation on propertest data (4430 items):
	at_At1g09600	mips_03_03_01_01_09	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g18040	mips_03_03_01_01_09	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_40_04_03
	at_At1g20650 -	mips_10_05	"hypothetical protein"
	at_At1g20930	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g50230 -	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At1g51660 -	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g66910 -	mips_10_05	"receptor serine/threonine kinase PR5K, putative"
	at_At1g74330	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At2g19400 -	mips_01_04	"putative protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At2g19470 -	mips_03_01_05_01	"putative casein kinase I"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g23030 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g23080	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_25_05_25
			mips_40_04_03
	at_At2g30040 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g32800 -	mips_25_05_10	"putative protein kinase"
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g34290 -	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g38620	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At3g13670	mips_03_03_04	"casein kinase, putative"
			mips_03_03_04_07
			mips_40_04_05
	at_At3g23310	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_04
			mips_03_03_04_07
	at_At3g27560 -	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g45240 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_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_At3g50310 -	mips_01_04	"protein kinase -like protein"
			mips_14_10
			mips_14_10_02
	at_At3g51550 -	mips_10	"receptor protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_98
	at_At3g54180	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At4g00720 -	mips_14_01_03	"Shaggy related protein kinase tetha"
			mips_25_05_07
	at_At4g13190 -	mips_10_01_01	"putative protein"
	at_At5g08590 -	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g26751 -	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g35960 -	mips_10_05	"serine/threonine protein kinase-like"
	at_At5g35980 -	mips_14_04_03	"protein kinase-like"
			mips_14_04_03_01
			mips_30_04_05
	at_At5g39020 -	mips_10_05	"receptor protein kinase - like protein"
			mips_40_02
	at_At5g39420	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g44290	mips_03_03_01_01_09	"cyclin-dependent protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g50860 -	mips_14_04_03	"cyclin-dependent protein kinase-like"
			mips_14_04_03_01
			mips_30_04_05
	at_At5g60550 -	mips_01_02	"serine/threonine-protein kinase - like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At5g67380	mips_03_03_01_01	"casein kinase II catalytic subunit (ATPK12D)"
			mips_03_03_01_01_09
			mips_06_07_03
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
	Propertest Accuracy: 13/40 (32.50%)
	Propertest Frequency class 'mips_03_03': 263/4430 (5.94%)

	New (unknown) data (2885 items):
	at_At1g12580 -	no entry	null
	at_At1g12680 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g71530 -	no entry	null
	at_At1g76370 -	no entry	null
	at_At2g39180 -	no entry	null
	at_At3g19100 -	no entry	null
	at_At3g53840 -	no entry	null
	at_At3g56760 -	no entry	null
	at_At4g00330 -	no entry	null
	at_At4g00960 -	no entry	null
	at_At4g04700 -	no entry	null
	at_At4g10390 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At4g32000 -	no entry	null
	at_At4g33430 -	no entry	null
	at_At5g02290 -	no entry	null
	at_At5g13160 -	no entry	null
	at_At5g15080 -	no entry	null
	at_At5g20050 -	no entry	null
	at_At1g24030 -	no entry	null
	at_At1g51870 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g76360 -	no entry	null
	at_At1g77280 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At2g18890 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g28590 -	no entry	null
	at_At2g41140 -	no entry	null
	at_At3g46410 -	no entry	null
	at_At4g39110 -	no entry	null
	at_At5g02070 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g20930 -	no entry	null
	at_At5g38240 -	no entry	null
	at_At1g16670 -	no entry	null
	at_At1g48220 -	no entry	null
	at_At1g78530 -	no entry	null
	at_At2g29010 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At5g66790 -	no entry	null


------------------
Rule 2548
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmtigr(_orf_0,_hmmtigr_id_2,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	->  class mips_04_09 "RNA localisation"

	Evaluation on training data (5760 items):
	at_At1g19810	mips_02_11_05	"AAA ATPase, putative"
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At1g43910 -	mips_06_10	"unknown protein"
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_01_07
	at_At1g79560 -	mips_02_16	"FtsH like cell division protein"
			mips_02_16_17
			mips_03_03_03
			mips_06_01
			mips_06_04
			mips_06_13
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_17_09
	at_At2g27600 -	mips_06_04	"putative AAA-type ATPase"
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_13
			mips_30_08
			mips_30_25
			mips_40_22
	at_At2g46620 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_20_25_07
	at_At3g19740 -	mips_03_03_05	"ATPase, putative"
			mips_03_03_05_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g27120 -	mips_03	"spastin protein, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_04
			mips_08
			mips_08_07
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_07
			mips_63_01
			mips_63_19
	at_At3g28540	mips_02_11_05	"hypothetical protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_30_07
			mips_30_08
	at_At3g28580	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	at_At3g50930	mips_04_09	"BCS1 protein-like protein"
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At3g56690	mips_04_09	"calmodulin-binding protein"
			mips_30_07
			mips_30_08
	at_At4g02470	mips_02_11	""
			mips_02_11_05
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04180	mips_02_11	"putative vesicle transfer ATPase"
			mips_02_11_05
			mips_04_09
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
	at_At4g04910	mips_02	"putative component of vesicle-mediated transport"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_08
			mips_08_07
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
	at_At4g14700 -	mips_03_03_01_01	"replication control protein 1 like"
			mips_14_04_03
			mips_14_04_03_03
	at_At4g28000 -	mips_02_11	"putative protein"
			mips_02_11_05
			mips_06_01
			mips_06_13_01
	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_At5g08470	mips_02	"putative protein"
			mips_02_11
			mips_02_11_05
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_06_04
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_08
			mips_08_07
			mips_08_07_25
			mips_25_05_25
			mips_30_04
			mips_30_07
			mips_30_08
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g17730 -	mips_02_11	"BCS1 - like protein"
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_03_03
			mips_03_03_01
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At5g17760	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_04_09
			mips_30_07
			mips_30_08
	at_At5g45930 -	mips_01_20_19	"magnesium chelatase subunit of protochlorophyllide reductase"
			mips_01_20_19_01
	Training Accuracy: 10/21 (47.62%)
	Training Frequency class 'mips_04_09': 74/5760 (1.28%)

	Evaluation on validation data (2885 items):
	at_At1g03000	mips_02_11_05	"putative peroxisome assembly factor-2"
			mips_04_09
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07_25
			mips_30_07
			mips_30_08
			mips_40_09
	at_At1g50140 -	mips_02_11_05	"hypothetical protein, 5' partial"
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_08_07
	at_At1g64110	mips_04_09	"unknown protein"
			mips_30_04
			mips_30_07
			mips_30_08
	at_At1g77470 -	mips_03_01_05_01	"putative replication factor C"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
	at_At2g18190 -	mips_02_11_05	"putative AAA-type ATPase"
			mips_08_07
			mips_10
	at_At3g15120 -	mips_03	"chaperone-like ATPase"
			mips_03_03
			mips_03_03_01
			mips_03_03_03
			mips_06
			mips_06_01
			mips_06_10
			mips_06_13
			mips_06_13_01
			mips_06_13_99
			mips_11_01_05
			mips_14_04
			mips_25_05
			mips_40_26
			mips_40_26_03
			mips_63_19
	at_At3g28510 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At4g18480 -	mips_01_20	"protein ch-42 precursor, chloroplast"
			mips_01_20_19
			mips_01_20_19_01
	at_At4g23940 -	mips_02_16	"cell division protein - like"
			mips_02_16_17
			mips_03_03_03
			mips_06_13_99
			mips_11_01_03
			mips_11_01_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_63_19_03
	at_At4g24850	mips_02_11_05	"putative protein"
			mips_04_09
			mips_30_07
			mips_30_08
	Validation Accuracy: 3/10 (30.00%)
	Validation Frequency class 'mips_04_09': 30/2885 (1.04%)

	Evaluation on propertest data (4430 items):
	at_At1g02890	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_04
			mips_04_09
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_30_07
			mips_30_08
			mips_63
			mips_63_19
			mips_98
	at_At1g80350 -	mips_03_03_01_01	"CAD ATPase (AAA1)"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_14_01
			mips_30_04
			mips_40_07
	at_At2g34560	mips_03_03_05	"katanin like protein"
			mips_03_03_05_01
			mips_04_09
			mips_25_05_25
			mips_30_07
			mips_30_08
	at_At2g45500 -	mips_03_03_01_01	"hypothetical protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_03_03_05
			mips_03_03_05_01
			mips_06_01
			mips_06_13_01
			mips_06_13_01_01
	at_At3g28520 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_13
			mips_06_13_01
			mips_06_13_01_01
			mips_40_16
	at_At3g50940 -	mips_02_11_05	"BCS1 protein-like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
	at_At4g05380	mips_02_11_05	"putative protein"
			mips_03_03_01
			mips_04_09
			mips_06_01
			mips_06_13
			mips_06_13_01
			mips_30_07
			mips_30_08
	at_At4g36580 -	mips_06_13_01	"ATPase-like protein"
			mips_06_13_01_01
	at_At5g16930 -	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
			mips_48
	at_At5g17750 -	mips_02_11_05	"BCS1 - like protein"
			mips_02_13
			mips_02_13_03
			mips_06_13_01
			mips_06_13_01_01
			mips_08_07
	at_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_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
	Propertest Accuracy: 4/12 (33.33%)
	Propertest Frequency class 'mips_04_09': 52/4430 (1.17%)

	New (unknown) data (2885 items):
	at_At4g30600 -	no entry	null
	at_At1g04730 -	no entry	null


------------------
Rule 2126
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_5,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),scanregexp(_orf_0,_scanregexp_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),coil(_orf_0) = 0
	->  class mips_06_07 "protein modification"

	Evaluation on training data (5760 items):
	at_At1g11160 -	mips_13_05	"hypothetical protein"
			mips_40_04_05
	at_At1g18080	mips_06_07_04	"putative guanine nucleotide-binding protein beta subunit"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_20_25_16
			mips_20_25_16_03
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At1g61210 -	mips_13_05	""
			mips_25_05_25
			mips_40_04
			mips_40_04_05
	at_At2g16740	mips_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At2g26060	mips_06_07_04	"unknown protein"
			mips_13_05
			mips_25_05_13
			mips_33
			mips_33_03
			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
	at_At2g37670 -	mips_62_02_01	"putative WD-40 repeat protein"
			mips_62_02_01_01
	at_At2g41500 -	mips_04_05_05_01	"putative U4/U6 small nuclear ribonucleoprotein"
			mips_04_05_05_01_10
			mips_04_05_05_01_99
			mips_10_01_05_05
			mips_63_03_03
	at_At2g43770 -	mips_04_05_05	"putative splicing factor"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_62
			mips_62_01
			mips_62_01_07
	at_At2g45800 -	mips_13_05	"putative LIM-domain protein"
			mips_13_07
	at_At2g47410 -	mips_14_04_09	"putative WD-40 repeat protein"
			mips_14_04_09_01
	at_At3g08690	mips_03_03_01_01	"putative ubiquitin conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g15470	mips_06_07_05	"unknown protein"
			mips_14_10_02_02
			mips_14_10_02_02_01
			mips_14_10_02_02_02
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At3g16650 -	mips_10_01_99	"PP1/PP2A phosphatases pleiotropic regulator PRL2"
	at_At3g18130 -	mips_10_01_05_05	"protein kinase C-receptor/G-protein, putative"
			mips_10_01_05_05_03
			mips_20_25_16_03
			mips_40_04_05
	at_At3g18140 -	mips_04_05_05	"unknown 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_63_03_03
	at_At3g20060	mips_03_03_01_01	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At3g55380	mips_03_03_02	"ubiquitin-conjugating enzyme UBC3"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At4g02060 -	mips_40_10_03	"PROLIFERA"
	at_At4g04940 -	mips_03_01_05_01	"putative WD-repeat membrane protein"
			mips_14_10
			mips_14_10_02
	at_At4g11920 -	mips_03	"Srw1 like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_03
			mips_06
			mips_06_13
			mips_40
			mips_98
	at_At4g29830	mips_01_06	"unknown protein"
			mips_06_07_04
			mips_06_10
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At4g36410	mips_06_07_05	"ubiquitin-conjugating enzyme"
			mips_08_05
	at_At4g36800	mips_03	"ubiquitin-protein ligase like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13
			mips_30
	at_At5g13840	mips_03	"cell cycle switch protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_40
			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_01
			mips_98
	at_At5g21040	mips_06_07_05	"unknown protein"
	at_At5g27570	mips_03_03_01_01	"cdc20-like protein"
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_06_07_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_14_01_03
	at_At5g42990	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g43920 -	mips_04	"WD-repeat protein-like"
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_10
			mips_13
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
			mips_40_10
			mips_48
	at_At5g50870	mips_06_07	"ubiquitin-conjugating enzyme-like protein"
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_08
			mips_08_13
			mips_11_01
			mips_14_01
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
	at_At5g53300	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 10 (ubiquitin-protein ligase 10) (ubiquitin carrier protein 10) (sp|P35133)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g54200 -	mips_04_05_05	"putative protein"
			mips_10_05
			mips_40_02
			mips_40_10_99
	at_At5g56150	mips_03_03_01_01	"ubiquitin-conjugating enzyme-like protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g60940 -	mips_04_05_05	"cleavage stimulation factor 50K chain"
			mips_04_05_05_05
	at_At5g66610 -	mips_25_05_10	"putative protein"
			mips_67_01
	Training Accuracy: 17/34 (50.00%)
	Training Frequency class 'mips_06_07': 351/5760 (6.09%)

	Evaluation on validation data (2885 items):
	at_At1g10200 -	mips_13_05	"putative transcription factor"
			mips_13_07
			mips_40_04
	at_At1g14400	mips_03_03_02	"unknown protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
	at_At1g45050	mips_03_03_01_01	"similar to ubiquitin-conjugating enzyme 15 gb|AAC39324.1; similar to ESTs emb|Z47633.1, gb|L47909.1, gb|T42291.1"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g63800	mips_03_03_02	"putative ubiquitin-conjugating enzyme"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_14_04_03_03
			mips_14_04_03_05
	at_At1g64230	mips_03_03	"ubiquitin-conjugating enzyme, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At1g75440	mips_03_01_05_01	"ubiquitin-conjugating enzyme 16, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At2g01330 -	mips_20_25_01	"putative WD-40-repeat protein"
			mips_20_25_01_03
	at_At2g18600	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g21390 -	mips_40_09	"coatomer alpha subunit"
	at_At2g46030	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	at_At3g08700	mips_03_03_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07_05
			mips_30_10
	at_At3g18060 -	mips_14_10	"WD40-repeat protein"
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_02_02_01
			mips_14_10_02_02_02
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At4g02730 -	mips_10_01	"putative WD-repeat protein"
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05
			mips_40_02
			mips_63_19
	at_At4g22910	mips_03_03_01_01_11	"putative fizzy-related protein"
			mips_06_07_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_14_01_03
			mips_62_02_01_01
	at_At4g33260	mips_03_03_01_01_11	"WD-repeat protein -like protein"
			mips_03_03_01_03
			mips_06_07_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
	at_At5g08390 -	mips_13_05	"katanin p80 subunit - like protein"
			mips_40_04_05
	at_At5g14530	mips_06_07_04	"unknown protein"
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At5g23430 -	mips_13_05	"putative protein"
			mips_40_04_05
	at_At5g41340	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-21 kD 1 (ubiquitin-protein ligase 4) (ubiquitin carrier protein 4) (sp|P42748)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_06_13_01
			mips_08_13
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_30_10
	at_At5g49430 -	mips_14	"WD-40 repeat protein-like"
			mips_14_04
			mips_14_04_09
			mips_14_04_09_01
			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_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_03
			mips_63_01
	Validation Accuracy: 12/20 (60.00%)
	Validation Frequency class 'mips_06_07': 191/2885 (6.62%)

	Evaluation on propertest data (4430 items):
	at_At1g01780 -	mips_13_05	"LIM domain protein, putative"
			mips_13_07
	at_At1g15440 -	mips_03_03_01_02	"putative protein"
			mips_03_03_03
			mips_03_99
			mips_14_01_01
			mips_48
			mips_62_02_01_01
	at_At1g16890	mips_03	"unknown protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40_03
	at_At1g19270 -	mips_11_05_01	"hypothetical protein"
			mips_13_07
			mips_30_04
	at_At1g44900 -	mips_03_01_03	"transcription factor, putative"
			mips_40_10_03
			mips_40_10_99
	at_At1g48630	mips_06_07_04	"unknown protein"
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_20_25_16
			mips_20_25_16_03
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At1g50490	mips_03_03_01_01	"cyclin-specific ubiquitin carrier protein, putative"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g62020 -	mips_40_07	"hypothetical protein"
			mips_40_09
	at_At1g78870	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g02760	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At2g05720 -	mips_04_05_05	"putative U4/U6 small nuclear ribonucleoprotein"
			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_63_03_03
	at_At2g07690 -	mips_03	"putative DNA replication licensing factor, mcm5"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_14_04
			mips_25_05
			mips_63_01
			mips_63_19
	at_At2g39900 -	mips_13_05	"putative LIM-domain protein"
			mips_13_07
	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_At3g20740 -	mips_04_05_05	"fertilization-independent endosperm protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_62
			mips_62_01
			mips_62_01_07
	at_At3g46460	mips_03_03	"ubiquitin conjugating enzyme E2 (UBC13)"
			mips_03_03_02
			mips_06_07_05
			mips_06_13
			mips_06_13_01
			mips_14_04_03
			mips_14_04_03_03
			mips_48
			mips_62_01_07
	at_At3g49660	mips_06_07_04	"putative WD-40 repeat - protein"
			mips_10_01_05_05
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At3g57870	mips_03_03_01_01	"E2 ubiquitin-conjugating-like enzyme Ahus5"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g00090 -	mips_04	"putative WD repeat membrane protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_01_99
			mips_06
			mips_06_10
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_03
			mips_40_10
			mips_63_01
			mips_63_03_03
			mips_98
	at_At4g15900 -	mips_10_01_99	"PRL1 protein"
			mips_10_05
			mips_40_02
	at_At4g27960	mips_03_03_01_01	"ubiquitin-protein ligase UBC9"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At4g32990 -	mips_08_07	"putative protein"
			mips_40_09
	at_At4g33270	mips_03_03_01_01	"WD-repeat protein -like protein"
			mips_03_03_01_01_11
			mips_03_03_01_03
			mips_06_07_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01_01
			mips_14_01_03
	at_At5g02430	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_11
			mips_06_07_05
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_03
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g08560 -	mips_04_05_05	"WD-repeat protein-like"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_48
	at_At5g13480 -	mips_10_05	"putative protein"
			mips_40_02
	at_At5g25760	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g27940 -	mips_03_03_01_03	"WD-repeat protein - like"
	at_At5g41700	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kD 8 (ubiquitin-protein ligase 8) (ubiquitin carrier protein 8) (sp|P35131)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At5g59300	mips_03_03_02	"ubiquitin-conjugating enzyme - like"
			mips_06_07_05
			mips_06_13_01
			mips_06_99
			mips_25_05_25
			mips_48
			mips_62_01
			mips_62_01_07
	at_At5g62540	mips_03_03_01_01	"ubiquitin-conjugating enzyme E2-17 kd 3 (ubiquitin-protein ligase 3) (ubiquitin carrier protein 3)-like protein (sp|P42746)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g64630 -	mips_03_01_99	"FAS2 like protein"
	at_At5g64730	mips_06_07_04	"unknown protein"
			mips_06_10
			mips_10_01_05
			mips_10_01_05_05
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	Propertest Accuracy: 16/33 (48.48%)
	Propertest Frequency class 'mips_06_07': 301/4430 (6.79%)

	New (unknown) data (2885 items):
	at_At1g15470 -	no entry	null
	at_At1g71840 -	no entry	null
	at_At2g20330 -	no entry	null
	at_At2g22040 -	no entry	null
	at_At3g15610 -	no entry	null
	at_At3g61230 -	no entry	null
	at_At5g52820 -	no entry	null
	at_At5g56130 -	no entry	null
	at_At1g52730 -	no entry	null
	at_At3g44530 -	no entry	null
	at_At3g55770 -	no entry	null
	at_At5g25150 -	no entry	null
	at_At5g42010 -	no entry	null


------------------
Rule 2812
	scanregexp_protein_kinase_st(_orf_0,_scanregexp_id_1),hmmsmart_s_tkc(_orf_0,_hmmsmart_id_2),hmmsmart_tyrkc(_orf_0,_hmmsmart_id_3),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_5) = 0
	fprintscan_tyrkinase(_orf_0,_fprintscan_id_1),ipr_Serine/Threonine_protein_kinase(_orf_0,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),seg(_orf_0) = 0
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 1
	hmmpfam_pkinase(_orf_0,_hmmpfam_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 1
	->  class mips_06_07 "protein modification"

	Evaluation on training data (5760 items):
	at_At1g02970 -	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g03740 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_23
			mips_30_04
			mips_30_04_05
	at_At1g04440	mips_06_07_03	"putative casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
	at_At1g05100 -	mips_01_02	"putative NPK1-related MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_05_04
			mips_14_10
			mips_14_10_02
	at_At1g06390 -	mips_14_01_03	"putative shaggy kinase iota protein"
			mips_25_05_07
	at_At1g08650 -	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g10940	mips_01_04	"Ser/Thr kinase"
			mips_04_09
			mips_06_07
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g16140 -	mips_10	""
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At1g17910 -	mips_10_05	"hypothetical protein"
	at_At1g18350	mips_01_04	"MAP kinase kinase 5, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_04_09
			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_25_05_25
			mips_30_04
			mips_40_04
			mips_40_04_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g21590 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
	at_At1g26150	mips_01	"Pto kinase interactor, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06
			mips_06_07
			mips_06_07_03
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
			mips_99
	at_At1g33770	mips_03_03_01_01	"protein kinase, putative"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g49160	mips_01_04	"putative kinase (At1g49160)"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_63_19
	at_At1g51170	mips_03_01_03	"putative serine/threonine protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g53050	mips_01_04	"cell division-related protein, putative"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At1g54510 -	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g60940	mips_01_04	"putative serine/threonine-protein kinase"
			mips_04_09
			mips_06_07
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g66750	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g67580	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g68690	mips_01	"protein kinase, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
	at_At1g70460 -	mips_25_05_13	"putative protein kinase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g73450 -	mips_03_03_01_01	""
			mips_03_03_04
			mips_03_03_04_07
	at_At1g73460	mips_03	""
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_11
			mips_11_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_63_19
	at_At1g76540	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At1g78290 -	mips_03_03_01_02	"protein kinase 1 like protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g25220 -	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At2g32510 -	mips_63_19	"putative protein kinase"
	at_At2g32850	mips_04_09	"serine/threonine protein kinase like protein"
			mips_06_07_03
			mips_13_07
			mips_25_05_25
			mips_40_04_03
	at_At2g37840	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g40120	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g40560 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40870 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41920 -	mips_04_09	"putative protein kinase"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g41930 -	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g42630	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At2g45490 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At3g10540	mips_01	"putative 3-phosphoinositide-dependent protein kinase-1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_63
			mips_63_19
	at_At3g12200 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g13690	mips_01_01_01_11	"protein kinase, putative"
			mips_06_07_03
			mips_10_01_05_01
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g21220 -	mips_03_03_01_02	"MAP kinase kinase 5"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g22750 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g24540 -	mips_10_05	"protein kinase, putative"
			mips_40_02
	at_At3g25250	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g44200 -	mips_03_03_01_01	"protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At3g44610 -	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g46140 -	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g46160 -	mips_14_10	"protein kinase -like"
			mips_14_10_02
	at_At3g50000	mips_01_04	"CASEIN KINASE II, ALPHA CHAIN 2 (CK II)"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01
			mips_13_11
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g50500 -	mips_04_09	"protein kinase SPK-2"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g53570 -	mips_03_03_01_02	"protein kinase (AME2/AFC1)"
			mips_03_03_01_03
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g59350 -	mips_10_05	"protein kinase-like protein"
	at_At3g59790 -	mips_01_04	"mitogen-activated protein kinase-like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_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_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_At4g13020	mips_03_01_03	"serine/threonine-specific protein kinase MHK"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g14340	mips_06_07_03	"casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At4g14780	mips_01_04	"kinase like protein"
			mips_06_07
			mips_10_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
	at_At4g18710 -	mips_14_01_03	"shaggy-like protein kinase etha (EC 2.7.1.-)"
			mips_25_05_07
	at_At4g19110 -	mips_01_04	"putative serine/threonine-protein kinase"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g22940	mips_01_04	"putative cdc2 kinase homolog"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g25390 -	mips_10_01_99	"receptor kinase-like protein"
			mips_10_05
	at_At4g28540	mips_01	"protein kinase ADK1-like protein"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_14_10
			mips_14_10_02
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g33950 -	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_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_At4g36950 -	mips_01_05_04	"MAP3K-like protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g03640 -	mips_01_02	"protein kinase -like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g08160 -	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g12000 -	mips_01_01_01_11	"putative receptor - like kinase"
	at_At5g14640 -	mips_25_05_07	"protein kinase MSK-3 - like"
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g26150 -	mips_01_01_01_11	"putative protein"
	at_At5g28290 -	mips_01_02_01	"serine (threonine) protein kinase - like"
			mips_01_02_01_07
			mips_10_01
			mips_10_01_01
			mips_63_19
	at_At5g45430	mips_03_03_01_01_09	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g51770 -	mips_10_01_99	"putative protein"
	at_At5g55910	mips_03_01	"serine/threonine-specific protein kinase ATPK64 (pir||S20918)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At5g63610 -	mips_10_01	"cdc2-like protein kinase-like protein"
			mips_11_01_99
			mips_14_01_99
			mips_63_19
	at_At5g63940 -	mips_10_05	"putative protein"
	at_At5g66880	mips_01	"protein kinase, 41K (EC 2.7.1.-) (pir||S71172)"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_19
			mips_98
	at_At5g67080	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 34/84 (40.48%)
	Training Frequency class 'mips_06_07': 351/5760 (6.09%)

	Evaluation on validation data (2885 items):
	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_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_At1g16760 -	mips_01_01_01_11	"hypothetical protein"
	at_At1g18670 -	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_23
	at_At1g19390 -	mips_06_04	"wall-associated kinase 2, putative"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	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_At1g53700 -	mips_14_01_03	"auxin-induced protein kinase, putative"
	at_At1g54610	mips_03_03_01_01_09	"Unknown protein (T22H22.5)"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g57700	mips_03_01_03	""
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At1g61590 -	mips_10_05	"putative protein"
	at_At1g73690	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g74490 -	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At1g79250 -	mips_01_04	"hypothetical protein"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
	at_At2g24370 -	mips_01_01_01	"putative protein kinase"
			mips_01_01_01_11
	at_At2g25880 -	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g30980 -	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g36350 -	mips_03_03_04	"putative protein kinase"
			mips_03_03_04_07
	at_At2g40580 -	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g44830 -	mips_01_02	"protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10_02
	at_At2g46070	mips_01_04	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_11
			mips_11_01
			mips_11_01_03
			mips_13
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_63_19
	at_At3g48750	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g53640	mips_06_07_03	"protein kinase -like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_01
	at_At4g10010	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_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_At4g13000	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26610	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_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_At5g43320 -	mips_03_01_05_01	"casein kinase I"
			mips_20_11
			mips_62_01
			mips_62_01_01
	at_At5g44100 -	mips_01_04	"casein kinase I"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
	at_At5g50180	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	Validation Accuracy: 12/35 (34.29%)
	Validation Frequency class 'mips_06_07': 191/2885 (6.62%)

	Evaluation on propertest data (4430 items):
	at_At1g03930	mips_01_04	"putative protein kinase, ADK1"
			mips_06_07
			mips_06_07_03
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_63_19_03
	at_At1g09600	mips_03_03_01_01_09	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g13350 -	mips_03_03_01_01	"Unknown protein"
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g18040	mips_03_03_01_01_09	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_40_04_03
	at_At1g20650 -	mips_10_05	"hypothetical protein"
	at_At1g20930	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_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_At1g50230 -	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At1g51660 -	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g55200	mips_06_07_03	"protein kinase, putative"
			mips_10_01_05_01
	at_At1g66910 -	mips_10_05	"receptor serine/threonine kinase PR5K, putative"
	at_At1g72710	mips_01_04	"putative casein kinase I"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_63_17
			mips_63_17_01
			mips_63_19_03
	at_At1g74330	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g80870	mips_06_07	"protein kinase, putative"
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_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_At2g19400	mips_01_04	"putative protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At2g19470 -	mips_03_01_05_01	"putative casein kinase I"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g23030 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g23070	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_11
	at_At2g23080	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_25_05_25
			mips_40_04_03
	at_At2g30040 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g32800 -	mips_25_05_10	"putative protein kinase"
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g34290 -	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g34650 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_10
			mips_14_10_02
	at_At2g38620	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g42550 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g43790 -	mips_10_01_05	"MAP kinase (ATMPK6)"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20_05
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At2g45590 -	mips_01_04	"putative 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_At3g12690 -	mips_14_10	"protein kinase, putative"
			mips_14_10_02
	at_At3g14370 -	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At3g17750 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_40_10
	at_At3g18750 -	mips_01_04	"mitogen activated protein kinase kinase, putative"
			mips_13_07
			mips_30_04
	at_At3g22420 -	mips_03_03_01_02	"putative protein kinase"
			mips_03_03_01_03
	at_At3g25840	mips_03_01	"protein kinase, putative"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At3g27560	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g27580 -	mips_14_10	"serine/threonine-protein kinase, PK7"
			mips_14_10_02
			mips_63_17_01
	at_At3g45240 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At3g45640 -	mips_10_01_05	"mitogen-activated protein kinase 3"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_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_At3g48260	mips_03_03	"protein kinase -like protein"
			mips_03_03_01
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At3g50310 -	mips_01_04	"protein kinase -like protein"
			mips_14_10
			mips_14_10_02
	at_At3g51550 -	mips_10	"receptor protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_98
	at_At3g51630 -	mips_01_05_04	"MAP kinase like protein"
	at_At3g54180	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At4g00720 -	mips_14_01_03	"Shaggy related protein kinase tetha"
			mips_25_05_07
	at_At4g13190 -	mips_10_01_01	"putative protein"
	at_At4g24740	mips_03_01	"protein kinase (AFC2)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At4g40010 -	mips_01_04	"putative serine/threonine protein kinase"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g08590 -	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g10270 -	mips_01_04	"cdc2-like protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
	at_At5g26751 -	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g27790 -	mips_01_04	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_30_04_05
	at_At5g35960 -	mips_10_05	"serine/threonine protein kinase-like"
	at_At5g35980 -	mips_14_04_03	"protein kinase-like"
			mips_14_04_03_01
			mips_30_04_05
	at_At5g39020 -	mips_10_05	"receptor protein kinase - like protein"
			mips_40_02
	at_At5g39420 -	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g41990	mips_01_05_04	"MAP kinase"
			mips_06_07_03
			mips_13_07
	at_At5g44290	mips_03_03_01_01_09	"cyclin-dependent protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g47750	mips_01	"protein kinase (EC 2.7.1.37) 5 (pir||JN0505)"
			mips_01_04
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_99
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At5g50860 -	mips_14_04_03	"cyclin-dependent protein kinase-like"
			mips_14_04_03_01
			mips_30_04_05
	at_At5g56890 -	mips_10_01_01	"putative protein"
			mips_14_01_03
	at_At5g58350	mips_01_02	"MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_01_05
			mips_01_05_04
			mips_06_07
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_40_03
			mips_63_19
	at_At5g60550 -	mips_01_02	"serine/threonine-protein kinase - like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At5g63370	mips_01_04	"protein kinase"
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_40_03
			mips_63_19
	at_At5g63650 -	mips_01_04	"serine/threonine-protein kinase"
			mips_01_05_04
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g64960 -	mips_01_04	"cdc2-like protein kinase"
			mips_03_01_01
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_25_05_15
	at_At5g67380	mips_03_03_01_01	"casein kinase II catalytic subunit (ATPK12D)"
			mips_03_03_01_01_09
			mips_06_07_03
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
	Propertest Accuracy: 25/70 (35.71%)
	Propertest Frequency class 'mips_06_07': 301/4430 (6.79%)

	New (unknown) data (2885 items):
	at_At1g12580 -	no entry	null
	at_At1g12680 -	no entry	null
	at_At1g16120 -	no entry	null
	at_At1g16130 -	no entry	null
	at_At1g16260 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g69910 -	no entry	null
	at_At1g71530 -	no entry	null
	at_At1g76370 -	no entry	null
	at_At2g30730 -	no entry	null
	at_At2g39180 -	no entry	null
	at_At2g41970 -	no entry	null
	at_At3g19100 -	no entry	null
	at_At3g24550 -	no entry	null
	at_At3g50530 -	no entry	null
	at_At3g53840 -	no entry	null
	at_At3g56760 -	no entry	null
	at_At3g57770 -	no entry	null
	at_At4g00330 -	no entry	null
	at_At4g00960 -	no entry	null
	at_At4g04700 -	no entry	null
	at_At4g10390 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At4g31100 -	no entry	null
	at_At4g31220 -	no entry	null
	at_At4g32000 -	no entry	null
	at_At4g33430 -	no entry	null
	at_At5g02290 -	no entry	null
	at_At5g04510 -	no entry	null
	at_At5g13160 -	no entry	null
	at_At5g15080 -	no entry	null
	at_At5g20050 -	no entry	null
	at_At5g24430 -	no entry	null
	at_At5g28080 -	no entry	null
	at_At5g37790 -	no entry	null
	at_At1g16150 -	no entry	null
	at_At1g16160 -	no entry	null
	at_At1g24030 -	no entry	null
	at_At1g49580 -	no entry	null
	at_At1g51870 -	no entry	null
	at_At1g52540 -	no entry	null
	at_At1g66460 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g67000 -	no entry	null
	at_At1g69730 -	no entry	null
	at_At1g76360 -	no entry	null
	at_At1g77280 -	no entry	null
	at_At2g16750 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At2g18890 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g28590 -	no entry	null
	at_At2g30740 -	no entry	null
	at_At2g41140 -	no entry	null
	at_At2g46700 -	no entry	null
	at_At3g18810 -	no entry	null
	at_At3g24400 -	no entry	null
	at_At3g46410 -	no entry	null
	at_At3g52890 -	no entry	null
	at_At3g53030 -	no entry	null
	at_At3g57700 -	no entry	null
	at_At4g23240 -	no entry	null
	at_At4g31110 -	no entry	null
	at_At4g34440 -	no entry	null
	at_At4g39110 -	no entry	null
	at_At5g02070 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g20930 -	no entry	null
	at_At5g35580 -	no entry	null
	at_At5g38240 -	no entry	null
	at_At5g38250 -	no entry	null
	at_At5g40030 -	no entry	null
	at_At5g56790 -	no entry	null
	at_At5g57670 -	no entry	null
	at_At1g06700 -	no entry	null
	at_At1g10620 -	no entry	null
	at_At1g16110 -	no entry	null
	at_At1g16670 -	no entry	null
	at_At1g23540 -	no entry	null
	at_At1g48220 -	no entry	null
	at_At1g49270 -	no entry	null
	at_At1g64630 -	no entry	null
	at_At1g70740 -	no entry	null
	at_At1g78530 -	no entry	null
	at_At1g79670 -	no entry	null
	at_At2g18470 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At2g43230 -	no entry	null
	at_At3g15890 -	no entry	null
	at_At3g49370 -	no entry	null
	at_At4g11500 -	no entry	null
	at_At4g32710 -	no entry	null
	at_At4g35030 -	no entry	null
	at_At5g18910 -	no entry	null
	at_At5g38560 -	no entry	null
	at_At5g54590 -	no entry	null
	at_At5g66790 -	no entry	null


------------------
Rule 47
	ipr_Cytochrome_P450(_orf_0,_ipr_1),hmmpfam_p450(_orf_0,_hmmpfam_id_2) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	hmmpfam(_orf_0,_hmmpfam_id_1,_ipr_2) = 1
	seg(_orf_0),coil(_orf_0) = 0
	->  class mips_20_20 "plant / fungal specific systemic sensing and response"

	Evaluation on training data (5760 items):
	at_At1g01480	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACC2)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g03890 -	mips_01_05_01_01_03	"putative cruciferin 12S seed storage protein"
			mips_02_13
			mips_65
	at_At1g14310 -	mips_06_07_03	"hypothetical protein"
	at_At1g15140 -	mips_01	"Unknown protein (At1g15140; F9L1.8)"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_13
			mips_06
			mips_40
			mips_67
			mips_67_15
	at_At1g17010	mips_01_20	"SRG1-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g18130 -	mips_01_03_16	"hypothetical protein"
			mips_04_03
			mips_04_03_01
			mips_05_10
	at_At1g23470 -	mips_01_20_99	"putative polygalacturonase precursor"
	at_At1g24340 -	mips_01	"hypothetical protein"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_01_20_33
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_07
			mips_11_07_03
			mips_40_03
			mips_67
			mips_67_15
			mips_98
	at_At1g30040	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g32080 -	mips_30_34	"unknown protein"
			mips_40_30
	at_At1g44090	mips_01_20_17	"gibberelin 20-oxidase, putative"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g47990	mips_01_20_17_07	"dioxygenase, putative"
			mips_20_20
			mips_20_20_18
	at_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_At1g58440 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_13
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
	at_At1g60980	mips_01_01_99	"putative gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g62800 -	mips_01_01_01_01	"aspartate aminotransferase (Asp4)"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At1g62960	mips_01_01_01	"1-aminocyclopropane-1-carboxylate synthase, putative"
			mips_01_01_10_03
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g70580	mips_01_01_01_01	"putative alanine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g70820 -	mips_01_05_01_03	""
			mips_01_05_01_03_01
	at_At1g71170 -	mips_01_01	"dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_40_16
	at_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_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_At2g22810	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACS4)"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At2g25610 -	mips_08_13	"putative vacuolar ATP synthase proteolipid subunit"
			mips_40_25
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g28680 -	mips_01_05_01_01_01	"legumin-like protein"
			mips_01_05_01_01_03
			mips_02_13
			mips_02_99
			mips_65
	at_At2g30970 -	mips_01_01_01_01	"aspartate aminotransferase (AAT1)"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At2g33820 -	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At2g43400 -	mips_01_06_01_05	"putative electron transfer flavoprotein ubiquinone oxidoreductase"
			mips_01_06_01_07
			mips_02_13
			mips_02_25
			mips_40_26
			mips_40_26_03
	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_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_At3g16540 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At3g25530 -	mips_01_01_01_15	"putative protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At3g46490	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At3g49620 -	mips_01_20_17_07	"2-oxoacid-dependent oxidase (din11)"
			mips_01_20_35_01_05
	at_At3g50210	mips_01_20_17_07	"flavonol synthase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g53990 -	mips_11_01	"putative protein"
	at_At3g62550 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_01
			mips_99
	at_At4g03050	mips_01_20_17_07	"2-oxoglutarate-dependent dioxygenase (AOP3)"
			mips_20_20
			mips_20_20_18
	at_At4g08040	mips_01_01_01_07	"putative protein"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g09750 -	mips_01_05_01_01_09	"putative protein"
			mips_01_05_01_01_11
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g23340	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25310	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g26200	mips_01_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g30210 -	mips_01	"NADPH-ferrihemoprotein reductase (ATR2)"
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_01
			mips_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_63
			mips_63_01
			mips_63_17
			mips_63_17_01
			mips_67
			mips_67_15
			mips_98
	at_At4g31990 -	mips_01_01_01_01	"aspartate aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At4g32530 -	mips_08_13	"H+-transporting ATPase like protein"
			mips_40_25
			mips_67_15
			mips_67_50_22
	at_At4g38540 -	mips_01_01_10	"monooxygenase 2 (MO2)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_20_33
	at_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_At5g07200	mips_01_01_99	"gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g11330 -	mips_01_07	"putative protein"
	at_At5g11520 -	mips_01_01	"aspartate aminotransferase (Asp3)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At5g23980 -	mips_02_11	"FRO2 homolog"
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17
			mips_63_17_01
	at_At5g39740 -	mips_40_10_07	"ribosomal protein L5 - like"
	at_At5g40560 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At5g58660	mips_01	"putative protein"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g65800	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g66190 -	mips_01_01_10	"ferredoxin-NADP+ reductase"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_At5g66760 -	mips_02_10	"succinate dehydrogenase flavoprotein alpha subunit (emb|CAA05025.1)"
			mips_02_13
			mips_02_13_03
			mips_67_15
	Training Accuracy: 21/59 (35.59%)
	Training Frequency class 'mips_20_20': 124/5760 (2.15%)

	Evaluation on validation data (2885 items):
	at_At1g09300 -	mips_01_01	"hypothetical protein"
			mips_06_13_01
			mips_06_13_99
			mips_63_17
	at_At1g15550	mips_01_20_13	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g17020	mips_01_20_17	"SRG1-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g52600 -	mips_06_07_11	"unknown protein"
			mips_08_16
			mips_08_16_05
	at_At1g60950 -	mips_67	"ferrodoxin precursor"
			mips_67_15
	at_At1g75200 -	mips_43	"unknown protein (At1g75200)"
			mips_43_03
			mips_43_03_99
			mips_47_03_03
			mips_47_03_03_02
	at_At2g29720 -	mips_01_01_10	"Hydroxylase/Oxygenase (CTF2B)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07_01
			mips_01_20_33
	at_At3g16550 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At3g19010 -	mips_01_20_17_07	"oxidase like protein"
	at_At4g11280	mips_01_01_01_07	"ACC synthase (AtACS-6)"
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_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_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_At4g21690	mips_01_20_13	"gibberellin 3 beta-hydroxylase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g23430 -	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g25300 -	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At4g29120 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At5g36950 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At5g50160 -	mips_02	"FRO1 and FRO2-like protein"
			mips_01_20
			mips_01_20_35
			mips_01_20_35_02
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_40_02
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
			mips_67
			mips_67_15
	at_At5g51310	mips_01_20_17_07	"gibberellin 20-oxidase-like protein"
			mips_20_20
			mips_20_20_18
	Validation Accuracy: 5/19 (26.32%)
	Validation Frequency class 'mips_20_20': 53/2885 (1.84%)

	Evaluation on propertest data (4430 items):
	at_At1g01220 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_11_07
			mips_63_13
			mips_63_13_01
			mips_63_19_03
	at_At1g20020 -	mips_01_01	"ferredoxin--NADP reductase precursor, putative"
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_02_11
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_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_At1g23310 -	mips_01_01	"putative alanine aminotransferase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g35190	mips_01_20_17	"hyoscyamine 6-dioxygenase hydroxylase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g44160 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_01
			mips_11_01_05
	at_At1g57650 -	mips_11	""
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g65630 -	mips_06_01	"serine protease DO, putative"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_05
			mips_40_07
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g65640 -	mips_06_07_11	"serine protease DO, putative"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g71180 -	mips_01_01_01	"putative dehydrogenase (At1g71180)"
			mips_01_01_01_15
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_07
	at_At1g72330 -	mips_01_01_01	"alanine aminotransferase (ALAAT2)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_02_01
			mips_01_20_99
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g78440	mips_01_20_17_07	"putative dioxygenase"
			mips_20_20
			mips_20_20_18
	at_At1g78550	mips_01_01_99	"Hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At2g05990 -	mips_01_01_01	"enoyl-ACP reductase (ENR1)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At2g18450 -	mips_02_10	"putative succinate dehydrogenase flavoprotein subunit"
			mips_02_11
			mips_02_13
			mips_02_13_03
			mips_67_15
	at_At2g27510 -	mips_67_15	"putative ferredoxin"
	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_At2g43020 -	mips_02	"putative amine oxidase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_02_11
			mips_13
			mips_13_03
			mips_13_03_01
			mips_20
			mips_40_16
			mips_67
			mips_67_15
	at_At2g47710 -	mips_10_05	"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_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_At3g19000	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g47190	mips_01_01_99	"1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g49630	mips_01_20_17_07	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g49700	mips_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_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_At3g55970	mips_01_20_17	"leucoanthocyanidin dioxygenase -like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g61510	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase-like protein"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g03070	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g04850 -	mips_67_04	"putative potassium transporter"
			mips_67_04_01
			mips_67_04_01_02
	at_At4g05390 -	mips_01_01_10	"ferredoxin-NADP+ reductase like protein"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_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_At4g17360 -	mips_01_03_01	"phosphoribosylglycinamide formyltransferase-like protein"
			mips_01_03_01_03
			mips_01_07_01
	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_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_At4g37770	mips_01_01	"1-aminocyclopropane-1-carboxylate synthase - like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g05320 -	mips_01_01_10_05	"monooxygenase"
			mips_01_01_10_05_07
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_33
			mips_67_15
	at_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_At5g08180 -	mips_04_01	"nhp2-like protein"
			mips_04_01_04
			mips_04_05_01_04_03
			mips_05_01
			mips_05_01_01
			mips_11_01_09
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	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_At5g19550 -	mips_01_01	"aspartate aminotransferase Asp2"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At5g20780 -	mips_29	"putative protein"
			mips_29_02
	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_At5g24850 -	mips_03	"DNA photolyase - like protein"
			mips_03_01
			mips_03_01_05
			mips_10
			mips_10_01
			mips_10_01_99
			mips_13
			mips_13_11
			mips_13_11_01
			mips_13_11_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_10
			mips_40_10_99
			mips_40_16
			mips_40_37
			mips_63_03
	at_At5g40200 -	mips_06	"putative serine protease (MSN9.10)"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
			mips_63
			mips_63_01
	at_At5g49730 -	mips_01_20_35	"FRO2-like protein; NADPH oxidase-like"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
	at_At5g51690	mips_01_01	"ACS12 (MIO24.18)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g51810 -	mips_01_20_17	"gibberellin 20-oxidase (emb|CAA58294.1)"
			mips_01_20_17_07
	at_At5g67290 -	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	Propertest Accuracy: 16/49 (32.65%)
	Propertest Frequency class 'mips_20_20': 109/4430 (2.46%)

	New (unknown) data (2885 items):
	at_At1g10960 -	no entry	null
	at_At1g11360 -	no entry	null
	at_At1g68300 -	no entry	null
	at_At3g17020 -	no entry	null
	at_At4g00390 -	no entry	null
	at_At1g09740 -	no entry	null
	at_At3g11930 -	no entry	null
	at_At5g14470 -	no entry	null
	at_At5g27520 -	no entry	null
	at_At4g27320 -	no entry	null
	at_At5g13900 -	no entry	null


------------------
Rule 2685
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 1
	profscan_ser_rich(_orf_0,_profscan_id_1) = 0
	profscan_asp_rich(_orf_0,_profscan_id_1) = 0
	ipr_ATP/GTP-binding_site_motif_A__P-loop_(_orf_0,_ipr_1),coil(_orf_0) = 0
	ipr_Zn-finger__RING(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 0
	->  class mips_20_25 "animal specific systemic sensing and response"

	Evaluation on training data (5760 items):
	at_At1g07360 -	mips_04_05_05	"Unknown protein (At1g07360; F22G5.30)"
	at_At1g11650	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25
			mips_20_25_16_09
	at_At1g13690 -	mips_04_05_05_01	"AtE1 (atE1)"
	at_At1g13730 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At1g16610 -	mips_25_05_10	"arginine/serine-rich protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g18630	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g22910 -	mips_01_03	"unknown protein (At1g22910)"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08
			mips_08_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_25
			mips_25_05
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
			mips_25_05_10
			mips_25_05_99
			mips_30
			mips_30_03
	at_At1g23860 -	mips_01_03_16	"9G8-like splicing factor / SRZ-21"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_33_03_99
	at_At1g27650 -	mips_04_05_05_01	"U2 snRNP auxiliary factor, putative"
			mips_04_05_05_01_10
	at_At1g30480 -	mips_04_05_01_04_03	"DNA damage repair protein, putative"
	at_At1g43190	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47500	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_05
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g49600	mips_01_03	"DNA binding protein ACBF, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At1g50300	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g51510 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g55310	mips_01_03_16	"Serine/arginine-rich protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g58470 -	mips_04_99	"putative protein"
	at_At1g60200 -	mips_63_06	""
	at_At1g66260	mips_01_03_16	"RNA and export factor binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g69250 -	mips_10_01_05_05	"putative RNA-binding protein"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At1g76460 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_40_10_99
	at_At2g03640 -	mips_06_04	"unknown protein"
			mips_08
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At2g14550	mips_01_03_16	"putative spliceosome associated protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g14870	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At2g16260	mips_01_03	"putative glycine-rich RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g16940	mips_01_03_16	"splicing factor like protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g22100 -	mips_14_10	"putative RNA-binding 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_At2g29580 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At2g30260 -	mips_03_01	"putative small nuclear ribonucleoprotein U2B"
			mips_03_01_05
			mips_03_03
			mips_03_03_02
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
	at_At2g37510 -	mips_40_25	"putative RNA-binding protein"
	at_At2g42890 -	mips_01_03_16	"MEI2-like protein (MEI2)"
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_07
			mips_04_09
	at_At2g43410 -	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
	at_At2g44710	mips_01_03	"putative heterogeneous nuclear ribonucleoprotein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g46610	mips_01_03	"putative arginine/serine-rich splicing factor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47310	mips_01_03	"putative FCA-related protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07240	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g08000 -	mips_04_05_05	"putative RNA-binding protein"
			mips_14_10
			mips_14_10_02
	at_At3g11400	mips_01_03	"putative eukaryotic translation initiation factor 3 subunit"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g14450	mips_01_03	"RNA-binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g16380	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_04
			mips_04_05_05
			mips_20_25_16_09
			mips_40_10
	at_At3g19130	mips_01_03_16	"nuclear acid binding protein, putative"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20930	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16_09
			mips_40_26
			mips_40_26_03
	at_At3g47120 -	mips_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g54230 -	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g61860	mips_01_03	"ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_13_11
			mips_13_11_11
			mips_20
			mips_20_25
			mips_63_03_03
	at_At3g63450 -	mips_25_05_25	"putative protein"
	at_At4g10110 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_40_10_99
			mips_63_03_03
	at_At4g12630	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_99
			mips_20_25
			mips_40_10_99
	at_At4g24270 -	mips_04_05_05_01	"unknown protein"
			mips_04_05_05_05
			mips_04_05_99
			mips_63_03_03
	at_At4g25500	mips_01_03_16	"splicing factor At-SRp40"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16_09
	at_At4g26650	mips_01_03_16	"hnRNP-like protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16
			mips_20_25_16_09
	at_At4g27000	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g36690 -	mips_04_05_05_01	"splicing factor like protein"
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_63_03_03
	at_At5g06000 -	mips_05_04_01	"eukaryotic translation initiation factor 3 subunit-like protein"
	at_At5g07290	mips_01_03_16	"Mei2-like protein"
			mips_01_03_16_01
			mips_03_03_02
			mips_20_25_16_09
	at_At5g08700	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g10350 -	mips_04_05_05_05	"RNA binding protein - like"
			mips_04_05_05_11
			mips_04_07
			mips_08_01
			mips_13_05
	at_At5g16260	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25
			mips_20_25_16_09
	at_At5g16840 -	mips_40_10_07	"unknown protein"
	at_At5g18810 -	mips_04_05_05	"Serine/arginine rich protein - like"
			mips_14_10
			mips_14_10_02
	at_At5g24440 -	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g37720 -	mips_01	"putative protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At5g42820 -	mips_04_05_05	"U2 snRNP auxiliary factor, small subunit"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_99
	at_At5g44200 -	mips_04_05_05	"nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At5g48650 -	mips_10_01_05_05	"RNA-binding protein-like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At5g50250 -	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g52040	mips_01_03_16	"arginine/serine-rich splicing factor RSP41 homolog"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g55550	mips_01_03_16	"RNA-binding protein-like"
			mips_01_03_16_01
			mips_04_99
			mips_20_25
			mips_20_25_16_09
	at_At5g58470 -	mips_40_10_03	"RNA/ssDNA-binding protein - like"
	at_At5g59860 -	mips_04_05	"RNA-binding protein - like"
			mips_04_05_05
			mips_04_05_05_05
			mips_40_03
			mips_40_10_99
			mips_63_03
	at_At5g66010 -	mips_25_05_13	"putative protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_63_03_03
	Training Accuracy: 31/71 (43.66%)
	Training Frequency class 'mips_20_25': 267/5760 (4.64%)

	Evaluation on validation data (2885 items):
	at_At1g06960 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05_07
			mips_05_99
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03_03
	at_At1g09140 -	mips_04	"putative SF2/ASF splicing modulator, Srp30"
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63
			mips_63_03
	at_At1g09230	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g10320 -	mips_04_05_05_01	"unknown protein"
	at_At1g29400 -	mips_03_03	"putative RNA-binding protein MEI2 (At1g29400)"
			mips_03_03_02
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At1g34140	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47490	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g49760	mips_01_03_16	"Putative Poly-A Binding Protein (F14J22.3)"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53650	mips_01	"RNA-binding protein, putative"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_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_At1g73490	mips_01_03_16	""
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g78260	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At2g19380 -	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
	at_At2g24350	mips_20_25_16	"putative poly(A) binding protein"
	at_At2g46780 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_04_99
			mips_40_10_99
	at_At3g06970	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g12640 -	mips_25_05_13	"hypothetical protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g13570 -	mips_25_05_10	"serine/arginine-rich protein, putative"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
	at_At3g13700	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At3g23830	mips_14_10	"glycine-rich RNA binding protein, putative"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At3g27700 -	mips_25_05_15	"unknown protein"
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At3g49430 -	mips_04_05_05	"PRE-MRNA SPLICING FACTOR SF2-like protein"
			mips_14_10_02
	at_At3g53460 -	mips_04_05_05	"RNA-binding protein cp29 protein"
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g55460 -	mips_14_10	"putative RNA binding protein"
			mips_14_10_02
	at_At4g09050	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16_09
	at_At4g13860 -	mips_04_05_05	"RNA-binding protein like"
			mips_04_05_05_05
			mips_11_01
			mips_13_11
			mips_25_05_25
			mips_40_10_99
			mips_40_26
			mips_40_26_03
	at_At5g05720 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g06210 -	mips_40_25	"unknown protein"
	at_At5g19030 -	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g28390 -	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g46840 -	mips_40_25	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At5g47620 -	mips_04_99	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
			mips_25_05_25
	at_At5g53180 -	mips_04_05_05	"polypyrimidine tract-binding RNA transport protein-like"
	at_At5g54580	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At5g59950 -	mips_04_03	"transcriptional coactivator - like protein"
			mips_04_03_03
			mips_04_05_01_01
	at_At5g65260 -	mips_04_05_05	"poly(A)-binding protein II-like"
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_04_07
			mips_08_01
			mips_13_05
	Validation Accuracy: 14/36 (38.89%)
	Validation Frequency class 'mips_20_25': 123/2885 (4.26%)

	Evaluation on propertest data (4430 items):
	at_At1g13190	mips_01	"Unknown protein (At1g13190; F3F19.21)"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At1g17370	mips_01_03	"oligouridylate binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g20880	mips_01_03	"At1g20880/F9H16_14"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g22330	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g32790	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g33470 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g45100	mips_01_03_16	"similar to poly(A)-binding protein gb|AAC25510.1"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g54080	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g60000 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At2g05160 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At2g21690	mips_01_03_16	"putative glycine-rich RNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
			mips_40_25
	at_At2g23350 -	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g33410 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g41060	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g42240 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_06_10
			mips_40_10_99
			mips_63_03_03
	at_At2g43370	mips_01_03	"putative U1 small nuclear ribonucleoprotein 70 kDa"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47580 -	mips_05_07	"small nuclear ribonucleoprotein U1A"
			mips_05_99
	at_At3g07810 -	mips_01_03_99	"putative RNA-binding protein"
			mips_03_03_02
			mips_04_99
	at_At3g09160 -	mips_04_05_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
	at_At3g14100 -	mips_04_05_05	"oligouridylate binding protein, putative"
	at_At3g15010	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20890 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g25150 -	mips_06_04	"RNA binding like protein"
			mips_08
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At3g26120	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g48830 -	mips_04_03	"putative protein"
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_05
	at_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_At3g51950 -	mips_04_05_05	"unknown protein"
			mips_05_04
	at_At3g52380	mips_01	"RNA-binding protein cp33 precursor"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_03
	at_At3g52660 -	mips_01_03_16	"putative RNA binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g54770 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_09
			mips_40_10_99
	at_At3g56860	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g02430	mips_01_03_16	""
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g09040 -	mips_04_05_05	"putative protein"
			mips_04_09
			mips_05_07
			mips_05_99
			mips_25_05
	at_At4g10610	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g13850	mips_14_10	"glycine-rich RNA-binding protein AtGRP2 - like"
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g14300 -	mips_04_05_05	"ribonucleoprotein like protein"
			mips_04_09
			mips_25_05
			mips_30
			mips_30_10_03
			mips_40_10_99
	at_At4g20030 -	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_05
			mips_05_04
			mips_40_10_99
	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_At5g02530 -	mips_04_05_01_01	"putative protein"
			mips_04_05_05
	at_At5g04210 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_05_05_05
	at_At5g09880 -	mips_04_05_05	"splicing factor-like protein"
			mips_04_05_05_01
	at_At5g19350	mips_01_03	"DNA binding protein ACBF - like"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At5g19960 -	mips_06	"glycine-rich RNA-binding protein - like"
			mips_13
			mips_13_05
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_01
			mips_63_19
	at_At5g25780	mips_14_04_03_05	"PRT1"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
	at_At5g28330 -	mips_04_07	"putative protein"
			mips_04_09
	at_At5g43960 -	mips_10_01_05_05	"putative protein"
			mips_10_01_05_05_01
	at_At5g51120 -	mips_04_05_99	"putative polyA-binding protein II"
	at_At5g53680 -	mips_05_07	"putative protein"
			mips_05_99
	at_At5g53720 -	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g55670 -	mips_04_05	"unknown protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_25
			mips_25_05
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
			mips_63_01
			mips_63_03
	at_At5g60170 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_25
			mips_63_03
	at_At5g60980 -	mips_10_01_05_05	"ras-GTPase-activating protein SH3-domain binding protein - like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	Propertest Accuracy: 20/52 (38.46%)
	Propertest Frequency class 'mips_20_25': 216/4430 (4.88%)

	New (unknown) data (2885 items):
	at_At1g17640 -	no entry	null
	at_At2g21440 -	no entry	null
	at_At4g19610 -	no entry	null
	at_At5g12190 -	no entry	null
	at_At5g46870 -	no entry	null
	at_At1g31600 -	no entry	null
	at_At3g46020 -	no entry	null
	at_At3g52150 -	no entry	null
	at_At4g17720 -	no entry	null
	at_At5g04600 -	no entry	null
	at_At5g41690 -	no entry	null
	at_At5g54900 -	no entry	null
	at_At1g14340 -	no entry	null
	at_At4g12640 -	no entry	null
	at_At5g25060 -	no entry	null


------------------
Rule 2712
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 1
	profscan_ser_rich(_orf_0,_profscan_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	ipr_Zn-finger__RING(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	->  class mips_01_03 "nucleotide metabolism"

	Evaluation on training data (5760 items):
	at_At1g07360 -	mips_04_05_05	"Unknown protein (At1g07360; F22G5.30)"
	at_At1g11650	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25
			mips_20_25_16_09
	at_At1g13690 -	mips_04_05_05_01	"AtE1 (atE1)"
	at_At1g13730 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At1g16610 -	mips_25_05_10	"arginine/serine-rich protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g18630 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g22910	mips_01_03	"unknown protein (At1g22910)"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08
			mips_08_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_25
			mips_25_05
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
			mips_25_05_10
			mips_25_05_99
			mips_30
			mips_30_03
	at_At1g23860	mips_01_03_16	"9G8-like splicing factor / SRZ-21"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_33_03_99
	at_At1g27050 -	mips_67_50	"unknown protein"
			mips_67_50_25
	at_At1g27650 -	mips_04_05_05_01	"U2 snRNP auxiliary factor, putative"
			mips_04_05_05_01_10
	at_At1g30480 -	mips_04_05_01_04_03	"DNA damage repair protein, putative"
	at_At1g43190	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47500	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_05
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g49600	mips_01_03	"DNA binding protein ACBF, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At1g50300	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g51510 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g51520 -	mips_25_05_25	"unknown protein"
	at_At1g55310	mips_01_03_16	"Serine/arginine-rich protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g58470 -	mips_04_99	"putative protein"
	at_At1g60200 -	mips_63_06	""
	at_At1g60900 -	mips_04_05_05	"putative U2 snRNP auxiliary factor"
			mips_04_05_05_01
			mips_25_05_10
			mips_25_05_13
	at_At1g66260	mips_01_03_16	"RNA and export factor binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g69250 -	mips_10_01_05_05	"putative RNA-binding protein"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At1g76460 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_40_10_99
	at_At1g79880 -	mips_25_05_10	"putative RNA-binding protein"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At2g03640 -	mips_06_04	"unknown protein"
			mips_08
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At2g14160 -	mips_14	"putative glycine-rich RNA-binding protein"
			mips_14_10
			mips_14_10_02
			mips_40
			mips_63
			mips_63_03
			mips_99
	at_At2g14550	mips_01_03_16	"putative spliceosome associated protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g14870	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At2g16260	mips_01_03	"putative glycine-rich RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g16940	mips_01_03_16	"splicing factor like protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g22100 -	mips_14_10	"putative RNA-binding 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_At2g29580	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At2g30260 -	mips_03_01	"putative small nuclear ribonucleoprotein U2B"
			mips_03_01_05
			mips_03_03
			mips_03_03_02
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
	at_At2g37510 -	mips_40_25	"putative RNA-binding protein"
	at_At2g42890	mips_01_03_16	"MEI2-like protein (MEI2)"
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_07
			mips_04_09
	at_At2g43410	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
	at_At2g44710	mips_01_03	"putative heterogeneous nuclear ribonucleoprotein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g46610	mips_01_03	"putative arginine/serine-rich splicing factor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47310	mips_01_03	"putative FCA-related protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07240	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07250	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_06
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01_01
			mips_25_05
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
			mips_25_05_10
			mips_25_05_99
			mips_30
			mips_30_03
	at_At3g08000 -	mips_04_05_05	"putative RNA-binding protein"
			mips_14_10
			mips_14_10_02
	at_At3g10400 -	mips_25_05_13	"hypothetical protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At3g11400	mips_01_03	"putative eukaryotic translation initiation factor 3 subunit"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g14450	mips_01_03	"RNA-binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g16380	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_04
			mips_04_05_05
			mips_20_25_16_09
			mips_40_10
	at_At3g19090 -	mips_43	"RNA-binding protein, putative"
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_62_01
			mips_62_01_05
			mips_63_03_03
	at_At3g19130	mips_01_03_16	"nuclear acid binding protein, putative"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20930	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16_09
			mips_40_26
			mips_40_26_03
	at_At3g47120 -	mips_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g50670	mips_01_03_16	"U1 snRNP 70K protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05_01
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At3g54230	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g61860	mips_01_03	"ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_13_11
			mips_13_11_11
			mips_20
			mips_20_25
			mips_63_03_03
	at_At3g63450 -	mips_25_05_25	"putative protein"
	at_At4g00830	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At4g03110 -	mips_04_05	"putative ribonucleoprotein"
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g10110 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_40_10_99
			mips_63_03_03
	at_At4g12630 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_99
			mips_20_25
			mips_40_10_99
	at_At4g16290 -	mips_04_05_05	"FCA delta protein"
	at_At4g18120	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
	at_At4g24270 -	mips_04_05_05_01	"unknown protein"
			mips_04_05_05_05
			mips_04_05_99
			mips_63_03_03
	at_At4g25500	mips_01_03_16	"splicing factor At-SRp40"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16_09
	at_At4g26650	mips_01_03_16	"hnRNP-like protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16
			mips_20_25_16_09
	at_At4g27000	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g31580 -	mips_04_05_05_01	"splicing factor 9G8-like SR protein / SRZ-22"
			mips_04_05_05_01_10
			mips_20_25_16
			mips_63_03_03
	at_At4g34110	mips_01_03_16	"poly(A)-binding protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_05_07
			mips_05_99
			mips_20_25_16_09
	at_At4g36690 -	mips_04_05_05_01	"splicing factor like protein"
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_63_03_03
	at_At4g39260 -	mips_04	"glycine-rich protein (clone AtGRP8)"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_98
			mips_99
	at_At5g06000 -	mips_05_04_01	"eukaryotic translation initiation factor 3 subunit-like protein"
	at_At5g07290	mips_01_03_16	"Mei2-like protein"
			mips_01_03_16_01
			mips_03_03_02
			mips_20_25_16_09
	at_At5g07930 -	mips_03_03_02	"putative protein"
	at_At5g08700	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g10350 -	mips_04_05_05_05	"RNA binding protein - like"
			mips_04_05_05_11
			mips_04_07
			mips_08_01
			mips_13_05
	at_At5g10800 -	mips_20	"putative protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g16260	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25
			mips_20_25_16_09
	at_At5g16840 -	mips_40_10_07	"unknown protein"
	at_At5g18810 -	mips_04_05_05	"Serine/arginine rich protein - like"
			mips_14_10
			mips_14_10_02
	at_At5g24440 -	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g37720	mips_01	"putative protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At5g42820 -	mips_04_05_05	"U2 snRNP auxiliary factor, small subunit"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_99
	at_At5g44200 -	mips_04_05_05	"nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At5g48650 -	mips_10_01_05_05	"RNA-binding protein-like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At5g50250 -	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g52040	mips_01_03_16	"arginine/serine-rich splicing factor RSP41 homolog"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g55550	mips_01_03_16	"RNA-binding protein-like"
			mips_01_03_16_01
			mips_04_99
			mips_20_25
			mips_20_25_16_09
	at_At5g58470 -	mips_40_10_03	"RNA/ssDNA-binding protein - like"
	at_At5g59860 -	mips_04_05	"RNA-binding protein - like"
			mips_04_05_05
			mips_04_05_05_05
			mips_40_03
			mips_40_10_99
			mips_63_03
	at_At5g61030 -	mips_04_01	"RNA-binding protein - like"
			mips_04_01_04
			mips_04_05_05
			mips_14_10
			mips_14_10_02
			mips_40_10_99
	at_At5g66010 -	mips_25_05_13	"putative protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_63_03_03
	Training Accuracy: 41/90 (45.56%)
	Training Frequency class 'mips_01_03': 277/5760 (4.81%)

	Evaluation on validation data (2885 items):
	at_At1g02840	mips_01_03_16	"ribonucleoprotein SF-2 like protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g06960 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05_07
			mips_05_99
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03_03
	at_At1g09140 -	mips_04	"putative SF2/ASF splicing modulator, Srp30"
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63
			mips_63_03
	at_At1g09230	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g10320 -	mips_04_05_05_01	"unknown 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_At1g29400 -	mips_03_03	"putative RNA-binding protein MEI2 (At1g29400)"
			mips_03_03_02
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At1g34140	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47490	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g49760	mips_01_03_16	"Putative Poly-A Binding Protein (F14J22.3)"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53650	mips_01	"RNA-binding protein, putative"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At1g71770	mips_01_03_16	"polyadenylate-binding protein 5"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g71800	mips_01_03_16	"cleavage stimulation factor, putative"
			mips_01_03_16_01
			mips_04_05_05
			mips_13
			mips_13_11
			mips_20_25_16_09
	at_At1g73490	mips_01_03_16	""
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g73520 -	mips_40_25	""
	at_At1g78260 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At2g19380	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
	at_At2g24350 -	mips_20_25_16	"putative poly(A) binding protein"
	at_At2g36660	mips_01_03	"putative poly(A) binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
			mips_25_05_03
			mips_25_05_04
	at_At2g46780 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_04_99
			mips_40_10_99
	at_At3g06970	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g12640 -	mips_25_05_13	"hypothetical protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g13570 -	mips_25_05_10	"serine/arginine-rich protein, putative"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
	at_At3g13700	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At3g23830 -	mips_14_10	"glycine-rich RNA binding protein, putative"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At3g27700 -	mips_25_05_15	"unknown protein"
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At3g48840	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At3g49430 -	mips_04_05_05	"PRE-MRNA SPLICING FACTOR SF2-like protein"
			mips_14_10_02
	at_At3g53460 -	mips_04_05_05	"RNA-binding protein cp29 protein"
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g55460 -	mips_14_10	"putative RNA binding protein"
			mips_14_10_02
	at_At4g09050	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16_09
	at_At4g13860 -	mips_04_05_05	"RNA-binding protein like"
			mips_04_05_05_05
			mips_11_01
			mips_13_11
			mips_25_05_25
			mips_40_10_99
			mips_40_26
			mips_40_26_03
	at_At5g05720 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g06210 -	mips_40_25	"unknown protein"
	at_At5g19030 -	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g28390 -	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g46840 -	mips_40_25	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At5g47620 -	mips_04_99	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
			mips_25_05_25
	at_At5g53180 -	mips_04_05_05	"polypyrimidine tract-binding RNA transport protein-like"
	at_At5g54580 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At5g59950 -	mips_04_03	"transcriptional coactivator - like protein"
			mips_04_03_03
			mips_04_05_01_01
	at_At5g61960 -	mips_03_03	"Mei2-like protein"
			mips_03_03_02
			mips_04_05_05
	at_At5g65260 -	mips_04_05_05	"poly(A)-binding protein II-like"
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_04_07
			mips_08_01
			mips_13_05
	Validation Accuracy: 16/43 (37.21%)
	Validation Frequency class 'mips_01_03': 141/2885 (4.89%)

	Evaluation on propertest data (4430 items):
	at_At1g03460 -	mips_05_07	"putative ribonucleoprotein"
			mips_05_99
			mips_63_03_03
	at_At1g13190	mips_01	"Unknown protein (At1g13190; F3F19.21)"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At1g17370	mips_01_03	"oligouridylate binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g20880	mips_01_03	"At1g20880/F9H16_14"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g21570	mips_01_03_16	"glycine-rich RNA-binding protein grp1a, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g22330	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g32790	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g33470 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g45100	mips_01_03_16	"similar to poly(A)-binding protein gb|AAC25510.1"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53720 -	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g54080	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g60000 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g60650 -	mips_04_05_01	"putative RNA-binding protein"
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_33_03_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At1g67770	mips_01_03	"terminal ear1-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g74230 -	mips_25_05_13	"putative RNA-binding protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At2g05160	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At2g18510 -	mips_04_05	"putative spliceosome associated protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_25
			mips_63_03
	at_At2g21660	mips_01_03_16	"glycine-rich RNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g21690	mips_01_03_16	"putative glycine-rich RNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
			mips_40_25
	at_At2g23350	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g24590 -	mips_04_05_05	"putative RSZp22 splicing factor"
			mips_05_07
	at_At2g27330	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
	at_At2g33410	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g37340 -	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_99
			mips_63_03_03
	at_At2g41060	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g42240 -	mips_04_05_05	"putative RNA-binding protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_06_10
			mips_40_10_99
			mips_63_03_03
	at_At2g43370	mips_01_03	"putative U1 small nuclear ribonucleoprotein 70 kDa"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47580 -	mips_05_07	"small nuclear ribonucleoprotein U1A"
			mips_05_99
	at_At3g07810	mips_01_03_99	"putative RNA-binding protein"
			mips_03_03_02
			mips_04_99
	at_At3g09160 -	mips_04_05_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
	at_At3g14100 -	mips_04_05_05	"oligouridylate binding protein, putative"
	at_At3g15010	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20890 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g25150 -	mips_06_04	"RNA binding like protein"
			mips_08
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At3g26120	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g48830 -	mips_04_03	"putative protein"
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_05
	at_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_At3g51950 -	mips_04_05_05	"unknown protein"
			mips_05_04
	at_At3g52380	mips_01	"RNA-binding protein cp33 precursor"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_03
	at_At3g52660	mips_01_03_16	"putative RNA binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g53500	mips_01	"splicing factor - like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_01
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_03
			mips_63
			mips_63_03
	at_At3g54770 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_09
			mips_40_10_99
	at_At3g56860	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g02430	mips_01_03_16	""
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g09040 -	mips_04_05_05	"putative protein"
			mips_04_09
			mips_05_07
			mips_05_99
			mips_25_05
	at_At4g10610	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g13850 -	mips_14_10	"glycine-rich RNA-binding protein AtGRP2 - like"
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g14300 -	mips_04_05_05	"ribonucleoprotein like protein"
			mips_04_09
			mips_25_05
			mips_30
			mips_30_10_03
			mips_40_10_99
	at_At4g16300 -	mips_25_05_10	"FCA alpha and beta protein"
	at_At4g20030	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_05
			mips_05_04
			mips_40_10_99
	at_At4g32720	mips_01_03	"putative RNA-binding protein LAH1"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
	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_At5g02530 -	mips_04_05_01_01	"putative protein"
			mips_04_05_05
	at_At5g03480	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g04210 -	mips_04_05_05	"RNA binding protein - like"
			mips_04_05_05_05
	at_At5g04280 -	mips_04_05_05	"RNA-binding protein-like"
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
	at_At5g04810 -	mips_04_05_99	"membrane-associated salt-inducible protein-like"
	at_At5g09880 -	mips_04_05_05	"splicing factor-like protein"
			mips_04_05_05_01
	at_At5g19350	mips_01_03	"DNA binding protein ACBF - like"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At5g19960 -	mips_06	"glycine-rich RNA-binding protein - like"
			mips_13
			mips_13_05
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_01
			mips_63_19
	at_At5g25780 -	mips_14_04_03_05	"PRT1"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
	at_At5g28330 -	mips_04_07	"putative protein"
			mips_04_09
	at_At5g43960 -	mips_10_01_05_05	"putative protein"
			mips_10_01_05_05_01
	at_At5g46250 -	mips_04_03	"unknown protein"
			mips_04_05_05
			mips_04_05_05_99
			mips_04_99
			mips_63_03_03
	at_At5g47320 -	mips_25_05_13	"40S ribosomal protein S19"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At5g51120 -	mips_04_05_99	"putative polyA-binding protein II"
	at_At5g51300 -	mips_04_05_05	"putative protein"
			mips_04_05_05_01
	at_At5g53680 -	mips_05_07	"putative protein"
			mips_05_99
	at_At5g53720 -	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g55670 -	mips_04_05	"unknown protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_25
			mips_25_05
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
			mips_63_01
			mips_63_03
	at_At5g60170 -	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_25
			mips_63_03
	at_At5g60980 -	mips_10_01_05_05	"ras-GTPase-activating protein SH3-domain binding protein - like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	Propertest Accuracy: 31/72 (43.06%)
	Propertest Frequency class 'mips_01_03': 217/4430 (4.90%)

	New (unknown) data (2885 items):
	at_At1g17640 -	no entry	null
	at_At1g60830 -	no entry	null
	at_At2g21440 -	no entry	null
	at_At3g52980 -	no entry	null
	at_At4g16280 -	no entry	null
	at_At4g19610 -	no entry	null
	at_At5g12190 -	no entry	null
	at_At5g46870 -	no entry	null
	at_At1g31600 -	no entry	null
	at_At1g70200 -	no entry	null
	at_At3g15605 -	no entry	null
	at_At3g21100 -	no entry	null
	at_At3g23370 -	no entry	null
	at_At3g23900 -	no entry	null
	at_At3g26420 -	no entry	null
	at_At3g46020 -	no entry	null
	at_At3g52150 -	no entry	null
	at_At4g17720 -	no entry	null
	at_At5g04600 -	no entry	null
	at_At5g11470 -	no entry	null
	at_At5g41690 -	no entry	null
	at_At5g54900 -	no entry	null
	at_At5g58130 -	no entry	null
	at_At1g14340 -	no entry	null
	at_At3g55340 -	no entry	null
	at_At4g12640 -	no entry	null
	at_At5g25060 -	no entry	null


------------------
Rule 926
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	->  class mips_67_04 "ion transporters"

	Evaluation on training data (5760 items):
	at_At1g07670	mips_01	"endoplasmic reticulum-type calcium-transporting ATPase 4 (ECA4)"
			mips_13
			mips_13_05
			mips_13_07
			mips_25
			mips_25_05
			mips_25_05_09
			mips_40_02
			mips_40_07
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g07810	mips_13_05	"ER-type Ca2+-pump protein"
			mips_13_07
			mips_25_05_09
			mips_40_07
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g10130 -	mips_13_05	"putative calcium ATPase"
			mips_13_07
			mips_25_05_09
			mips_63_17_01
			mips_67_50_25
	at_At1g13210	mips_01_05_07	"puative calcium-transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g17260	mips_01	"H+-transporting ATPase AHA10"
			mips_40
			mips_40_02
			mips_63
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At1g17500	mips_01_05_07	"P-type ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g26130	mips_01_05_07	"P-type transporting ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g27770	mips_13_01	"envelope Ca2+-ATPase"
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At1g54280	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g59820	mips_01_05_07	"hypothetical protein"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At1g63440 -	mips_63_19	"ATP dependent copper transporter, putative"
			mips_67
			mips_67_50_25
	at_At1g68710	mips_01_05_07	"ATPase, putative"
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g72700	mips_01_05_07	"putative P-type transporting ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At1g80660	mips_02	"H+-transporting ATPase 9 (aha9)"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At2g18960 -	mips_02_45	"plasma membrane proton ATPase (PMA)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50_22
			mips_67_50_25
	at_At2g19110	mips_08_19	"putative cadmium-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
	at_At2g36250 -	mips_03_03_03	"chloroplast division protein AtFtsZ2-1 (AtFtsZ2-1)"
			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_At2g39800 -	mips_01_01_01	"delta-1-pyrroline 5-carboxylase synthetase (P5C1)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_02_99
			mips_13_11_03
			mips_13_11_03_13
			mips_63_13
			mips_63_13_99
			mips_67_15
	at_At3g13900	mips_01	"putative ATPase"
			mips_01_05
			mips_01_05_07
			mips_01_06
			mips_01_06_13
			mips_20
			mips_20_03
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g21180	mips_47_03_01	"putative Ca2+-transporting ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_At3g22910	mips_47	"calmodulin-stimulated calcium-ATPase, putative"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g25610	mips_01_05_07	"ATPase II, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_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_At4g29900	mips_67_04	"Ca2+-transporting ATPase - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30110	mips_40_08	"cadmium-transporting ATPase-like protein"
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_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_At4g37270 -	mips_02_45	"Cu2+-transporting ATPase-like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At5g13440 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase - like protein"
			mips_02_13
			mips_02_13_03
			mips_30_16
	at_At5g21930	mips_40_02	"metal-transporting ATPase - like protein"
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_At5g23630	mips_13	"cation-transporting ATPase"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g44240	mips_01_05_07	"ATPase, calcium-transporting"
			mips_01_06_13
			mips_20_03
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At5g57110	mips_47_03_01	"Ca2+-transporting ATPase-like protein (emb|CAB79748.1)"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_25
	at_At5g57350 -	mips_02_45	"plasma membrane ATPase 3 (proton pump) (sp|P20431)"
			mips_02_45_99
			mips_06_07_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	Training Accuracy: 25/34 (73.53%)
	Training Frequency class 'mips_67_04': 231/5760 (4.01%)

	Evaluation on validation data (2885 items):
	at_At2g07610	mips_02	"pseudogene"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_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_At2g24520	mips_01	"putative plasma membrane proton ATPase"
			mips_02
			mips_02_45
			mips_02_45_99
			mips_06
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40
			mips_40_02
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
			mips_99
	at_At2g41560	mips_47_03_01	"putative Ca2+-ATPase"
			mips_47_03_01_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50_25
	at_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_At3g55610 -	mips_01_01_01_01	"delta-1-pyrroline-5-carboxylate synthetase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_10_01
			mips_13_11_03
			mips_13_11_03_13
	at_At5g20020 -	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g55280 -	mips_03_03_03	"cell division protein FtsZ chloroplast homolog precursor (sp|Q42545)"
			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
	Validation Accuracy: 4/8 (50.00%)
	Validation Frequency class 'mips_67_04': 95/2885 (3.29%)

	Evaluation on propertest data (4430 items):
	at_At3g27870	mips_01_05_07	"P-type ATPase, putative"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At3g42640 -	mips_67_50_22	"plasma membrane H+-ATPase-like protein"
			mips_67_50_25
	at_At3g47950	mips_02	"H+-transporting ATPase - like protein"
			mips_02_45
			mips_02_45_99
			mips_06_07
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_40_02
			mips_67_04
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g63380	mips_47	"Ca2+-transporting ATPase -like protein"
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g00900 -	mips_02_45	"Ca2+-transporting ATPase - like protein"
			mips_02_45_99
			mips_06_07_03
			mips_13_01_01_01
			mips_67_50_22
			mips_67_50_25
	at_At4g11730	mips_13_01	"H+-transporting ATPase - like protein"
			mips_13_01_01
			mips_13_01_01_01
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At4g30120	mips_08_19	"cadmium-transporting ATPase-like protein"
			mips_11_05_01
			mips_11_05_01_03
			mips_11_05_01_03_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17
			mips_63_17_09
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
	at_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_At5g04930	mips_01_05_07	"ATPase"
			mips_01_06_13
			mips_20_03
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_02
			mips_67_07
			mips_67_13
			mips_67_50_22
			mips_67_50_25
	at_At5g13430 -	mips_02_11_05	"ubiquinol--cytochrome-c reductase - like protein"
			mips_02_13
			mips_02_13_03
			mips_30_16
			mips_63_17_09
	at_At5g20010 -	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g44790 -	mips_67_50	"COPPER-TRANSPORTING ATPASE RAN1 (RESPONSIVE-TO-ANTAGONIST 1)"
			mips_67_50_25
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g62670	mips_02_45	"plasma membrane proton ATPase-like"
			mips_02_45_99
			mips_06_07_03
			mips_06_10
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_03
			mips_13_03_99
			mips_67_04
			mips_67_50_22
			mips_67_50_25
	at_At5g63960 -	mips_03_01_05_01	"DNA polymerase III catalytic subunit"
	at_At5g67100 -	mips_03_01_05_01	"DNA polymerase alpha 1"
	Propertest Accuracy: 8/16 (50.00%)
	Propertest Frequency class 'mips_67_04': 136/4430 (3.07%)

	New (unknown) data (2885 items):
	at_At4g33520 -	no entry	null


------------------
Rule 1276
	ipr_PPR_repeat(_orf_0,_ipr_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_1) = 0
	profscan_ser_rich(_orf_0,_profscan_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3) = 0
	profscan_asp_rich(_orf_0,_profscan_id_1) = 0
	ipr_Proline-rich_region(_orf_0,_ipr_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 0
	->  class mips_67_04 "ion transporters"

	Evaluation on training data (5760 items):
	at_At1g01710	mips_01_06_07	"acyl CoA thioesterase, putative"
			mips_02_25
			mips_10_05_01
			mips_10_05_01_10
			mips_13_05
			mips_20_25
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_67_01
			mips_67_04
	at_At1g01910	mips_03_03_04	"arsA homolog (hASNA-I), putative"
			mips_03_03_04_05
			mips_08_01
			mips_30_03
			mips_30_10_07
			mips_40_10_07
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_22
			mips_67_50_25
	at_At1g12240 -	mips_01_05_01_01_01	"beta-fructosidase like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At1g16310	mips_08_16	"putative protein"
			mips_13_01
			mips_13_01_01
			mips_40_09
			mips_40_22
			mips_40_30
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_At1g22150	mips_35_03_05	"sulfate tansporter Sultr1;3 (Sultr1;3)"
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At1g23080 -	mips_20_20	"auxin transport protein (PIN7)"
			mips_20_20_18
			mips_67_99
	at_At1g23090	mips_35	"putative sulphate transporter protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_05
	at_At1g23300 -	mips_11	"conserved hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At1g23820 -	mips_01_01_01_03	"putative spermidine synthase"
			mips_01_01_01_03_02
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_20_17_03
			mips_01_20_50
	at_At1g31120	mips_67_04_01	"putative potassium transporter"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g33090 -	mips_67_28	"hypothetical protein"
	at_At1g60140 -	mips_01_05_04	""
			mips_02_19
	at_At1g60440 -	mips_03_03_01_01	"T13D8.31"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
	at_At1g70290 -	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g73590 -	mips_20_20	"auxin transporter splice variant b, putative"
			mips_20_20_18
			mips_67_99
	at_At1g78090 -	mips_01_05_04	"trehalose-6-phosphate phosphatase (AtTPPB)"
			mips_02_19
	at_At1g78580 -	mips_01_05_04	"trehalose-6-phosphate synthase"
			mips_02_19
	at_At1g79520	mips_01	"hypothetical protein"
			mips_01_01
			mips_01_01_07
			mips_08
			mips_08_16
			mips_13
			mips_13_01
			mips_13_01_01
			mips_40
			mips_40_02
			mips_40_09
			mips_40_22
			mips_40_30
			mips_67
			mips_67_04
			mips_67_50
			mips_67_50_25
			mips_99
	at_At2g01110 -	mips_08_16	"TATC-like protein"
			mips_08_16_11
			mips_40_30
	at_At2g04070 -	mips_11_07	"hypothetical protein"
			mips_67_28
	at_At2g05830 -	mips_05	"putative translation initiation factor eIF-2B alpha subunit"
			mips_05_04
			mips_05_04_01
			mips_40_03
			mips_63_19
	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_At2g29410	mips_40_09	"putative zinc transporter"
			mips_40_22
			mips_40_25
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_25
	at_At2g30070	mips_67_04_01	"high affinity K+ transporter (AtKUP1/AtKT1p)"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g30400 -	mips_10	"unknown protein"
			mips_14_01_03
			mips_20_25_16
			mips_25_05_25
			mips_63_07
	at_At2g38330 -	mips_11	"hypothetical protein"
			mips_11_07
			mips_67
			mips_67_28
	at_At3g10350	mips_08	"putative ATPase"
			mips_08_01
			mips_11_07
			mips_30_03
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_22
			mips_67_50_25
	at_At3g12520	mips_35	"putative protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At3g17390 -	mips_01_01_01_11	"s-adenosylmethionine synthetase like protein"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_01_10_05
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At3g17650 -	mips_14_04_03_03	"unknown protein"
			mips_67_11
			mips_67_99
	at_At3g24290	mips_08_19	"ammonium transporter, putative"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At3g24300	mips_08_19	"ammonium transporter"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At3g51900	mips_35_03_05	"sulfate transporter (ATST1)"
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
	at_At3g53580 -	mips_01_01	"diaminopimelate epimerase - like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At3g58610 -	mips_01_01	"ketol-acid reductoisomerase"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_01_15_02
			mips_01_01_01_15_04
			mips_40_16
	at_At3g58810	mips_40_09	"zinc transporter -like protein"
			mips_40_22
			mips_40_25
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_25
	at_At4g01850 -	mips_01_01_01_11	"S-adenosylmethionine synthase 2"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At4g02700	mips_35	"sulfate transporter protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At4g10770 -	mips_14	"putative oligopeptide transporter"
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_67
			mips_67_11
			mips_67_99
			mips_98
			mips_99
	at_At4g11120 -	mips_05_04_02	"putative translation elongation factor ts"
	at_At4g13510	mips_08_19	"ammonium transport protein (AMT1)"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At4g13940 -	mips_01_01	"adenosylhomocysteinase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_07
			mips_01_07_01
			mips_01_20_23
			mips_45
			mips_45_03
			mips_45_03_09
	at_At4g19960	mips_67_04_01	"potassium transporter-like protein"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g25950 -	mips_14_01_03	"vacuolar-type H+-ATPase subunit G3 (VHA-G3)"
			mips_40_25
			mips_67_50_22
	at_At4g28700	mips_08_19	"ammonium transporter - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At4g32180 -	mips_03_03_01_01	"putative protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
	at_At4g35190 -	mips_01	"putative protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_05
			mips_99
	at_At4g35520 -	mips_03_01_05	"putative protein"
			mips_03_01_05_01
			mips_03_03_02
			mips_63_03_01
	at_At5g03270 -	mips_01	"lysine decarboxylase - like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_05
			mips_99
	at_At5g09400	mips_67_04_01	"potassium transport protein-like"
			mips_67_04_01_02
			mips_67_50_22
	at_At5g11950 -	mips_01_01_01_07	"lysine decarboxylase - like protein"
			mips_01_01_01_07_06
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_05
	at_At5g15100 -	mips_20_20	"auxin transport protein - like"
			mips_20_20_18
			mips_67_99
	at_At5g38030 -	mips_67	"putative transmembrane protein"
			mips_67_28
	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_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_At5g53510 -	mips_14_04_03	"isp4 protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At5g53550 -	mips_14_04_03	"EspB-like protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At5g55930 -	mips_14_04_03	"sexual differentiation process protein ISP4-like"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At5g64410 -	mips_14_04_03	"Isp4-like protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At5g65140 -	mips_01_05_04	"trehalose-6-phosphate phosphatase"
			mips_02_19
	Training Accuracy: 21/60 (35.00%)
	Training Frequency class 'mips_67_04': 231/5760 (4.01%)

	Evaluation on validation data (2885 items):
	at_At1g06410 -	mips_01_05_04	"hypothetical protein"
			mips_02_19
	at_At1g09930 -	mips_14	"unknown protein"
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_67
			mips_67_11
			mips_67_99
			mips_98
	at_At1g32470 -	mips_01_01	"glycine cleavage system H protein precursor, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At1g48370 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At1g60160	mips_67	""
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g63290 -	mips_01_05_01_01_01	"D-ribulose-5-phosphate like protein"
			mips_02_07
			mips_02_07_01
			mips_02_07_03
	at_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_At1g70940 -	mips_20	"auxin transport protein"
			mips_20_20
			mips_20_20_18
			mips_67_99
	at_At2g02540 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_25_05_09
			mips_25_05_13
			mips_25_05_15
			mips_25_05_19
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_12
			mips_35_03_17
	at_At2g18700 -	mips_01_05_04	"putative trehalose-6-phosphate synthase"
			mips_02_19
	at_At2g34360 -	mips_11_07	"hypothetical protein"
			mips_67_28
	at_At2g35060	mips_67_04_01	"putative potassium transporter"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g35370 -	mips_01_01_01_11	"glycine decarboxylase complex H-protein"
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At2g40540	mips_67_04_01	"putative potassium transporter AtKT2p (AtKT2)"
			mips_67_04_01_02
			mips_67_50_22
	at_At2g46110 -	mips_01_07_01	"3-methyl-2-oxobutanoate hydroxy-methyl-transferase"
	at_At3g15990	mips_35	"putative sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At4g02460 -	mips_03_01_05_01	"DNA mismatch repair protein (PMS1)"
			mips_03_03_02
	at_At4g26590 -	mips_14_04_03	"isp4 like protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g27550 -	mips_01_05_04	"trehalose-6-phosphate synthase - like protein"
			mips_02_19
	at_At4g33010 -	mips_01_01_01_11	"P-Protein - like protein"
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At4g33530	mips_67_04_01	"putative potassium transporter AtKT5p (AtKT5)"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	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_At5g19600	mips_35	"sulfate transporter (Sultr3;5)"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_05
	at_At5g53520 -	mips_14_04_03	"isp4 protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At5g54770 -	mips_01_07	"thiazole biosynthetic enzyme precursor (ARA6) (sp|Q38814)"
			mips_01_07_99
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
	at_At5g61410 -	mips_01_05_01_01_01	"ribulose-5-phosphate-3-epimerase"
			mips_02_07
			mips_02_07_01
			mips_02_07_03
	at_At5g62790 -	mips_01_06_01_07	"1-deoxy-D-xylulose 5-phosphate reductoisomerase (DXR)"
	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
	at_At5g66360 -	mips_03_01	"dimethyladenosine transferase-like protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	Validation Accuracy: 6/29 (20.69%)
	Validation Frequency class 'mips_67_04': 95/2885 (3.29%)

	Evaluation on propertest data (4430 items):
	at_At1g02500 -	mips_01_01_01_11	"s-adenosylmethionine synthetase"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_01_10_05
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At1g09830 -	mips_01_01_01	"putative phosphoribosylglycinamide synthetase"
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_07
			mips_63_21
			mips_63_21_15
	at_At1g09940 -	mips_01_01	"putative glutamyl-tRNA reductase 2 precursor"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_30_34
			mips_30_34_07
			mips_40_16
	at_At1g22410 -	mips_01_01	"Putative phospho-2-dehydro-3-deoxyheptonate aldolase 1 precursor"
			mips_01_01_01
			mips_40_26
			mips_40_26_03
	at_At1g23870 -	mips_02	"trehalose 6-phosphate synthase, putative"
			mips_01_05_01
			mips_01_05_04
			mips_02_19
			mips_11_01
			mips_40_16
	at_At1g51610 -	mips_03_01_11	"unknown protein (At1g51610)"
			mips_40_09
			mips_40_22
			mips_67_50
			mips_67_50_25
	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_At1g58290 -	mips_01_01_01_01	"putative protein"
			mips_01_20_19
			mips_01_20_19_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At1g64780	mips_08_19	"putative protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At1g72090 -	mips_01_07_01	"putative protein"
	at_At1g78000	mips_35	"sulfate transporter (Sultr1;2)"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At2g01420 -	mips_20_20	"auxin transporter splice variant b (PIN4)"
			mips_20_20_18
			mips_67_99
	at_At2g04620	mips_13_01	"putative cation transport protein"
			mips_13_01_01
			mips_40_02
			mips_40_09
			mips_40_22
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50
			mips_67_50_25
	at_At2g26080 -	mips_01_01_01_11	"putative glycine dehydrogenase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_04
	at_At2g31250 -	mips_01_01	"putative glutamyl tRNA reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At2g36880 -	mips_01_01_10_03	"putative s-adenosylmethionine synthetase"
			mips_01_01_10_03_04
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At2g39450 -	mips_08_16	"unknown protein"
			mips_13_01
			mips_13_01_01
			mips_40_09
			mips_40_22
			mips_67_50_25
	at_At2g47830	mips_08_16	"unknown protein"
			mips_13_01
			mips_13_01_01
			mips_40_09
			mips_40_22
			mips_40_25
			mips_40_30
			mips_67_04
			mips_67_50_25
	at_At3g23810 -	mips_01_01_01_07	"S-adenosyl-L-homocysteinas, putative"
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_45_03_09
	at_At3g58060 -	mips_03_01_11	"putative protein"
			mips_08_16
			mips_13_01
			mips_13_01_01
			mips_40_30
	at_At3g61530 -	mips_01_07	"3-methyl-2-oxobutanoate hydroxy-methyl-transferase-like protein"
			mips_01_07_01
			mips_30_01
	at_At3g61940	mips_13_01	"zinc transporter-like protein"
			mips_13_01_01
			mips_40_02
			mips_40_09
			mips_40_22
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_25
	at_At4g08620	mips_35	"putative sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At4g12430 -	mips_01_05_04	"putative trehalose-6-phosphate phosphatase (AtTPPA)"
			mips_02_19
	at_At4g13420	mips_67	"K+ transporter HAK5 (HAK5)"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
			mips_99
	at_At4g17770 -	mips_01_05_04	"trehalose-6-phosphate synthase like protein"
			mips_02_19
	at_At4g23640	mips_67_04_01	"putative potassium transport protein"
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g24120 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_03
			mips_67_11
			mips_67_99
	at_At4g30000 -	mips_01_01_01_11	"dihydropteroate synthase-like protein"
			mips_01_01_01_11_13
			mips_01_07_01
	at_At4g36390 -	mips_01_07	"putative protein"
			mips_01_07_01
	at_At4g39980 -	mips_40_26	"2-dehydro-3-deoxyphosphoheptonate aldolase"
			mips_40_26_03
	at_At5g10100 -	mips_01_05_04	"trehalose-6-phosphate phosphatase -like protein"
			mips_02_19
	at_At5g10180	mips_35	"sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At5g12860 -	mips_01_05_07	"2-oxoglutarate/malate translocator precursor -like protein"
			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_At5g13550	mips_35	"sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_05
	at_At5g14880	mips_67_04	"HAK8"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g15810 -	mips_04_03	"N2,N2-dimethylguanine tRNA methyltransferase-like protein"
			mips_04_03_03
			mips_04_03_06
			mips_04_05_05_99
	at_At5g54080 -	mips_01_01	"homogentisate 1,2-dioxygenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_01_10_05_06
	at_At5g57090 -	mips_67_99	"root gravitropism control protein (PIN2)"
	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
	Propertest Accuracy: 12/40 (30.00%)
	Propertest Frequency class 'mips_67_04': 136/4430 (3.07%)

	New (unknown) data (2885 items):
	at_At1g06920 -	no entry	null
	at_At1g12950 -	no entry	null
	at_At1g14440 -	no entry	null
	at_At1g15150 -	no entry	null
	at_At1g15500 -	no entry	null
	at_At1g16780 -	no entry	null
	at_At1g23950 -	no entry	null
	at_At1g25160 -	no entry	null
	at_At1g33080 -	mips_67	"putative protein"
	at_At1g33110 -	mips_67	"Unknown protein (T9L6.1)"
	at_At1g49030 -	no entry	null
	at_At1g51340 -	mips_67	"putative protein"
	at_At1g51420 -	mips_99	"unknown protein"
	at_At1g64890 -	no entry	null
	at_At1g66760 -	no entry	null
	at_At1g71140 -	no entry	null
	at_At1g71690 -	no entry	null
	at_At1g71870 -	no entry	null
	at_At1g73700 -	no entry	null
	at_At1g74660 -	no entry	null
	at_At1g76610 -	no entry	null
	at_At2g04050 -	no entry	null
	at_At2g17780 -	no entry	null
	at_At2g18500 -	no entry	null
	at_At2g20670 -	no entry	null
	at_At2g32040 -	no entry	null
	at_At2g33280 -	no entry	null
	at_At2g36050 -	no entry	null
	at_At2g41660 -	no entry	null
	at_At3g21690 -	no entry	null
	at_At3g22970 -	no entry	null
	at_At3g23550 -	no entry	null
	at_At3g23560 -	no entry	null
	at_At3g27020 -	no entry	null
	at_At3g50220 -	no entry	null
	at_At3g50890 -	no entry	null
	at_At3g59030 -	no entry	null
	at_At4g14620 -	no entry	null
	at_At4g18830 -	no entry	null
	at_At4g21900 -	no entry	null
	at_At4g22790 -	no entry	null
	at_At4g23030 -	no entry	null
	at_At4g24660 -	no entry	null
	at_At4g29140 -	no entry	null
	at_At5g01840 -	no entry	null
	at_At5g10420 -	no entry	null
	at_At5g10820 -	no entry	null
	at_At5g17700 -	no entry	null
	at_At5g41000 -	no entry	null
	at_At5g42680 -	no entry	null
	at_At5g44050 -	no entry	null
	at_At5g49130 -	no entry	null
	at_At5g52050 -	no entry	null
	at_At5g52450 -	no entry	null
	at_At5g64860 -	no entry	null
	at_At5g67210 -	no entry	null
	at_At1g04570 -	no entry	null
	at_At1g05420 -	no entry	null
	at_At1g11380 -	no entry	null
	at_At1g15160 -	no entry	null
	at_At1g15170 -	no entry	null
	at_At1g21050 -	no entry	null
	at_At1g23970 -	no entry	null
	at_At1g27860 -	no entry	null
	at_At1g33800 -	no entry	null
	at_At1g47530 -	no entry	null
	at_At1g64820 -	mips_67	"hypothetical protein"
	at_At1g75240 -	no entry	null
	at_At1g77160 -	no entry	null
	at_At1g78920 -	no entry	null
	at_At1g80300 -	no entry	null
	at_At2g04090 -	no entry	null
	at_At2g15440 -	no entry	null
	at_At2g21990 -	no entry	null
	at_At2g22460 -	no entry	null
	at_At2g32100 -	no entry	null
	at_At2g33450 -	no entry	null
	at_At2g37330 -	no entry	null
	at_At2g37880 -	no entry	null
	at_At2g38820 -	no entry	null
	at_At2g45010 -	no entry	null
	at_At3g08040 -	mips_67	"putative integral membrane protein"
	at_At3g18460 -	no entry	null
	at_At3g26590 -	no entry	null
	at_At3g52540 -	no entry	null
	at_At4g00350 -	no entry	null
	at_At4g21910 -	no entry	null
	at_At4g24910 -	no entry	null
	at_At4g26860 -	no entry	null
	at_At4g29550 -	no entry	null
	at_At4g35920 -	no entry	null
	at_At4g39610 -	no entry	null
	at_At5g04820 -	no entry	null
	at_At5g15210 -	no entry	null
	at_At5g19650 -	no entry	null
	at_At5g22240 -	no entry	null
	at_At5g24490 -	no entry	null
	at_At5g25040 -	no entry	null
	at_At5g25050 -	no entry	null
	at_At5g54860 -	no entry	null
	at_At5g58360 -	no entry	null
	at_At5g60480 -	no entry	null
	at_At5g65220 -	no entry	null
	at_At5g65380 -	no entry	null
	at_At1g09610 -	no entry	null
	at_At1g11670 -	no entry	null
	at_At1g12030 -	no entry	null
	at_At1g15180 -	no entry	null
	at_At1g15690 -	no entry	null
	at_At1g19800 -	no entry	null
	at_At1g25190 -	no entry	null
	at_At1g25210 -	no entry	null
	at_At1g27930 -	no entry	null
	at_At1g58340 -	no entry	null
	at_At1g62420 -	no entry	null
	at_At1g63970 -	no entry	null
	at_At1g65730 -	no entry	null
	at_At1g66780 -	no entry	null
	at_At1g67330 -	no entry	null
	at_At1g69600 -	no entry	null
	at_At1g79710 -	no entry	null
	at_At2g37110 -	no entry	null
	at_At2g39650 -	no entry	null
	at_At3g25640 -	no entry	null
	at_At3g44770 -	no entry	null
	at_At3g54550 -	no entry	null
	at_At4g14860 -	no entry	null
	at_At5g06990 -	no entry	null
	at_At5g19150 -	no entry	null
	at_At5g23100 -	no entry	null
	at_At5g42780 -	no entry	null
	at_At5g51400 -	no entry	null
	at_At5g65340 -	no entry	null


------------------
Rule 15
	ipr_Cyclin-like_F-box(_orf_0,_ipr_1),profscan_fbox(_orf_0,_profscan_id_2) = 0
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),coil(_orf_0) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	->  class mips_01_06 "lipid, fatty-acid and isoprenoid metabolism"

	Evaluation on training data (5760 items):
	at_At1g18360	mips_01_06_04	"lysophospholipase homolog, putative (At1g18360)"
			mips_02_25
	at_At1g19550 -	mips_20	"GSH-dependent dehydroascorbate reductase 1, putative"
			mips_40_04
			mips_40_10_05
			mips_62
			mips_62_02
			mips_62_02_07
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At1g20330 -	mips_01_07_01	"unknown protein"
			mips_06_07_99
			mips_40_99
	at_At1g54800	mips_01_06_04	"hypothetical protein"
			mips_01_20_13
	at_At1g76090 -	mips_40_99	"putative protein"
	at_At1g77420	mips_01_05_01_01_09	"putative lipase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At2g03550	mips_01_06_04	"putative esterase"
			mips_11_10
			mips_11_10_09
	at_At2g23550 -	mips_01_05_01_01_09	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g23560 -	mips_01_02	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At2g23580 -	mips_01_05_01_01	"putative acetone-cyanohydrin lyase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_99
			mips_06_13
			mips_11_05
			mips_11_05_03
			mips_40_19
	at_At2g23870 -	mips_06_10	"pseudogene"
			mips_08_07_27
			mips_08_07_99
			mips_10_05_99
			mips_13_05
			mips_40_09
			mips_63_07
	at_At2g29390	mips_01_06_01_07	"sterol 4-alpha-methyl-oxidase"
			mips_01_06_01_07_11
	at_At2g30610 -	mips_06_13_01	"unknown protein"
			mips_06_13_01_01
	at_At2g33270 -	mips_11_07_03	"putative thioredoxin"
			mips_25_05_25
	at_At2g34770	mips_01_06_04	"fatty acid hydroxylase (FAH1)"
			mips_01_06_07
	at_At2g36290	mips_01_02	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_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_At2g41530	mips_01_06	"putative esterase D"
			mips_01_06_04
			mips_06_07
			mips_06_13
			mips_14_04_03
			mips_14_04_03_03
			mips_40_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
	at_At2g45610	mips_01_06_04	"unknown protein"
			mips_11_10
			mips_11_10_09
	at_At2g47630	mips_01	"putative phospholipase"
			mips_02
			mips_01_06
			mips_01_06_04
			mips_02_25
			mips_11
			mips_11_01
			mips_13
			mips_13_11
	at_At3g23530 -	mips_01_07_01	"unknown protein"
			mips_06_07_99
	at_At3g25880 -	mips_06_07_07	"putative auxin-resistance protein, AXR1"
			mips_06_13_01
			mips_40_10
			mips_40_99
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_99
	at_At3g29740 -	mips_11_01_01	"hypothetical protein"
			mips_11_01_09
	at_At3g32090 -	mips_11_05	"unknown protein"
	at_At3g44520 -	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At3g47590	mips_01_05_01_01_01	"putative protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
	at_At3g51000 -	mips_01_05_01_01_09	"epoxide hydrolase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_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_At3g61210 -	mips_01_20_05	"putative protein"
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
	at_At4g24140	mips_01_05	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_04
			mips_01_25
			mips_01_25_07
			mips_47_03_11
			mips_47_03_11_03
			mips_63_09
	at_At4g26220 -	mips_01_07	"caffeoyl-CoA O-methyltransferase like protein"
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
			mips_30_01
			mips_40_16
	at_At4g32850 -	mips_04_05_05	"poly(A) polymerase like protein"
			mips_04_05_05_05
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	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_At4g39470 -	mips_06_07_02	"unknown protein"
			mips_06_07_02_01
			mips_08_04
	at_At5g04260 -	mips_02_11	"thioredoxin - like protein"
			mips_06_01
			mips_40_07
	at_At5g09430 -	mips_01_02	"putative hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g10300 -	mips_01_02	"alpha-hydroxynitrile lyase-like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_99
			mips_40_19
	at_At5g13710	mips_01_06_01	"24-sterol C-methyltransferase"
			mips_01_07
			mips_01_07_01
			mips_40_99
	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_At5g25770	mips_01_06_04	"putative protein"
	at_At5g27320	mips_01_06_04	"Unknown protein"
			mips_11_10
			mips_11_10_09
	at_At5g37170 -	mips_01_20_17	"caffeic acid O-methyltransferase-like protein"
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05_04
	at_At5g38140 -	mips_03_01_99	"putative protein"
			mips_03_03_04
			mips_03_03_04_03
			mips_30_10
			mips_40_10_03
			mips_63_03_01
	at_At5g43250 -	mips_03_01_99	"unknown protein"
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At5g54160 -	mips_01_20	"O-methyltransferase"
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
			mips_05
			mips_05_04
			mips_20
	at_At5g54660 -	mips_06_01	"unknown protein"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_43
			mips_43_03
			mips_43_03_23
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
	at_At5g55170 -	mips_03_01_05	"ubiquitin-like protein"
			mips_03_01_05_01
			mips_08_01
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_05_09
			mips_25_05_10
			mips_40_10_03
			mips_40_10_05
	Training Accuracy: 18/48 (37.50%)
	Training Frequency class 'mips_01_06': 397/5760 (6.89%)

	Evaluation on validation data (2885 items):
	at_At1g13820 -	mips_01_02	"hypothetical protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_At1g29840	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11_05
			mips_11_07_01
			mips_37
			mips_37_03
			mips_37_03_21
			mips_37_03_21_01
			mips_45
			mips_45_03
			mips_45_03_09
			mips_45_03_19
			mips_47_03_21
			mips_47_03_21_01
			mips_63_05
	at_At1g32820 -	mips_29_02	"putative transposase of FARE2.4 (cds1)"
	at_At1g50950 -	mips_08_07	"hypothetical protein"
	at_At1g60040 -	mips_04_05	"hypothetical protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_25
			mips_25_03
			mips_25_05
			mips_25_05_09
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_40_10_99
			mips_63_01
			mips_63_03
			mips_63_03_01
	at_At1g62620 -	mips_01_02	"similar to flavin-binding monooxygenase (Z71258); similar to ESTs gb|R30018, gb|T23015, and gb|T88100"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_02_11
			mips_11_07
			mips_11_07_03
			mips_25_05_25
			mips_40_07
			mips_47
			mips_47_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g72620 -	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_03_03_01_02
			mips_06_07_03
			mips_08_01
			mips_10_01_05
			mips_10_01_05_01
			mips_11_01_01
			mips_11_01_99
	at_At2g26750 -	mips_01_02	"putative epoxide hydrolase"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
			mips_40_19
	at_At2g36230 -	mips_01_01	"phosphoribosylformimino-5-aminoimidazole carboxamide ribotide isomerase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
	at_At2g41980 -	mips_25_05_13	"putative RING zinc finger protein"
			mips_33_03_13
			mips_35_03_17
	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_At3g48410 -	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At3g54150	mips_01	"embryonic abundant protein -like"
			mips_01_06
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_11
			mips_11_05
			mips_11_05_01
			mips_98
	at_At3g54240 -	mips_01_02	"putative protein (fragment)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At3g55180	mips_01_06_04	"lipase -like protein"
			mips_02_25
	at_At4g34360	mips_01_06	"putative protein"
			mips_01_06_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_05
			mips_01_20_05_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_01
			mips_40_16
			mips_40_99
	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_At5g02780 -	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_01
			mips_67_01_05
			mips_67_04_07
			mips_67_50
			mips_67_50_25
	at_At5g06690 -	mips_01_03_04	"thioredoxin-like 5"
			mips_06_07_99
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At5g14980	mips_01_02	"lysophospholipase -like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g16120	mips_01_05_01_01_09	"lipase-like protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_02_25
	at_At5g36210 -	mips_20_25_16	"acyl-peptide hydrolase-like"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_07
	at_At5g38360 -	mips_01_02	"similar to unknown protein (pir||T03994)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At5g39220	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_06_07
			mips_06_13
			mips_11
			mips_11_07
			mips_40_19
	at_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_At5g47600 -	mips_13_05	"unknown protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_63_07
	at_At5g48700 -	mips_03_01_05	"putative protein"
			mips_08_01
			mips_25_05_09
			mips_25_05_10
			mips_40_10_05
	Validation Accuracy: 8/27 (29.63%)
	Validation Frequency class 'mips_01_06': 197/2885 (6.83%)

	Evaluation on propertest data (4430 items):
	at_At1g09030 -	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit A"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At1g11530 -	mips_01_03_04	"unknown protein"
			mips_06_07_99
			mips_11_07_99
			mips_40_27
	at_At1g14290	mips_01_06_01_07	"unknown protein (At1g14290)"
			mips_01_06_01_07_11
	at_At1g17040 -	mips_04	"hypothetical protein"
			mips_04_05_01_04_01
			mips_10
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_01
			mips_40_10
			mips_48
	at_At1g19190	mips_01_06_04	"hypothetical protein"
			mips_11_10
			mips_11_10_09
	at_At1g31020 -	mips_11_07_03	"thioredoxin o (TRXO2)"
			mips_11_07_99
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At1g34770 -	mips_47_03_15	"MAGE protein, putative"
			mips_47_03_15_05
			mips_47_03_15_07
	at_At1g47480	mips_01_06_04	"unknown protein"
			mips_01_06_07
			mips_11_10
			mips_11_10_09
	at_At1g51990 -	mips_01_20_17_03	""
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_50
	at_At1g62560 -	mips_01_01_99	"similar to flavin-containing monooxygenase (sp|P36366); similar to ESTs gb|R30018, gb|H36886, gb|N37822, and gb|T88100"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_25_05_25
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_At1g65840 -	mips_01_20_17_03	"polyamine oxidase, putative"
			mips_01_20_50
			mips_10
			mips_13_03
			mips_13_03_01
	at_At1g67980 -	mips_01_07_01	"S-adenosyl-L-methionine:trans-caffeoyl-Coenzyme A 3-O-methyltransferase"
			mips_01_20_05
			mips_01_20_05_11
			mips_01_20_17_03
			mips_01_20_50
			mips_11_05_05
			mips_11_05_05_01
			mips_13_03
			mips_13_03_01
	at_At1g74670 -	mips_20_20	"GAST1-like protein"
			mips_20_20_18
	at_At1g74820 -	mips_01_05_01_01	"germin-like protein"
			mips_01_05_01_01_03
			mips_02_13
	at_At2g26400 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_04
	at_At2g26740 -	mips_01_02	"epoxide hydrolase (ATsEH)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At2g45670 -	mips_06_07_03	"unknown protein"
			mips_06_10
			mips_10_01_05
			mips_20_25_03
			mips_20_25_03_04
			mips_20_25_03_04_01
			mips_48
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_17_01
	at_At3g13620 -	mips_01_01_07	"putative protein"
			mips_20_03
			mips_67_10
			mips_67_12
	at_At3g23510	mips_01_06_01	"cyclopropane-fatty-acyl-phospholipid synthase, putative"
			mips_01_07
			mips_01_07_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_05
			mips_40_99
	at_At3g47560	mips_01_05	"unknown protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_06
			mips_01_06_04
			mips_11
			mips_11_07
	at_At3g56420 -	mips_01_03_04	"putative protein"
			mips_06_01
			mips_06_07_99
			mips_11_07_99
			mips_13_05
	at_At3g58040 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g63010	mips_01_06_04	"putative protein"
			mips_11_10
			mips_11_10_09
	at_At4g12170 -	mips_02_11	"putative protein"
			mips_06_01
			mips_11_07
			mips_25_05_25
			mips_40_07
	at_At4g14110 -	mips_14_01_03	"COP9 protein"
			mips_14_01_03_99
	at_At4g14210 -	mips_01_07_01	"phytoene dehydrogenase precursor (phytoene desaturase)"
			mips_01_20_13
			mips_01_20_17_03
			mips_01_20_50
			mips_13_03
			mips_13_03_01
			mips_30_26
			mips_30_26_03
	at_At4g16550 -	mips_11_01	"hypothetical protein"
			mips_40_16
	at_At4g19880 -	mips_01_20_35	"unknown protein"
			mips_01_20_35_01
			mips_11_05_03
			mips_30_01
	at_At4g22530 -	mips_01_07_01	"putative protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_11_05_05
			mips_11_05_05_01
	at_At4g32580 -	mips_02_13	"putative protein"
			mips_02_13_03
			mips_11_07_99
	at_At4g34930 -	mips_01_25	"putative protein"
			mips_01_25_07
			mips_11_05_05
			mips_11_05_05_99
			mips_40_27
	at_At4g36190 -	mips_06_07_11	"putative prolyl carboxypeptidase"
			mips_06_13_04
			mips_06_13_04_01
			mips_40_25
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
	at_At5g11910	mips_01_05_01_01_01	"putative esterase - like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_04
	at_At5g15230 -	mips_20_20	"GASA4"
			mips_20_20_18
	at_At5g22460	mips_01_05_01_01	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_06_13
			mips_40_19
	at_At5g24140	mips_02	"squalene monooxygenase 2 (squalene epoxidase 2) (SE 2) (sp|O65403)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20
			mips_01_20_13
			mips_02_11
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_20
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
			mips_63_01
			mips_67
			mips_67_15
	at_At5g43850 -	mips_01_01_01_07	"putative protein"
			mips_01_01_01_07_04
	at_At5g51180	mips_01_06_04	"unknown protein"
	at_At5g64250 -	mips_01_02	"2-nitropropane dioxygenase-like protein"
			mips_01_02_01
			mips_01_03_01
			mips_01_03_01_03
			mips_01_05_01_01_07
			mips_63_21
			mips_63_21_05
	Propertest Accuracy: 10/39 (25.64%)
	Propertest Frequency class 'mips_01_06': 303/4430 (6.84%)

	New (unknown) data (2885 items):
	at_At1g34340 -	no entry	null
	at_At1g50320 -	no entry	null
	at_At1g52700 -	no entry	null
	at_At1g54570 -	no entry	null
	at_At1g54850 -	no entry	null
	at_At1g66240 -	no entry	null
	at_At1g76440 -	no entry	null
	at_At2g15030 -	no entry	null
	at_At2g31280 -	no entry	null
	at_At2g42000 -	no entry	null
	at_At3g17990 -	no entry	null
	at_At3g26090 -	no entry	null
	at_At4g20130 -	no entry	null
	at_At4g27080 -	no entry	null
	at_At4g31390 -	no entry	null
	at_At5g06360 -	no entry	null
	at_At5g41120 -	no entry	null
	at_At5g44990 -	no entry	null
	at_At5g58200 -	no entry	null
	at_At1g13680 -	no entry	null
	at_At1g17850 -	no entry	null
	at_At1g26850 -	no entry	null
	at_At1g54840 -	no entry	null
	at_At1g77830 -	no entry	null
	at_At2g07430 -	no entry	null
	at_At2g40280 -	no entry	null
	at_At3g10200 -	no entry	null
	at_At3g16020 -	no entry	null
	at_At3g19140 -	no entry	null
	at_At3g23480 -	no entry	null
	at_At3g49270 -	no entry	null
	at_At3g59220 -	no entry	null
	at_At3g63330 -	no entry	null
	at_At3g63510 -	no entry	null
	at_At4g16220 -	no entry	null
	at_At4g28190 -	no entry	null
	at_At4g39820 -	no entry	null
	at_At5g57820 -	no entry	null
	at_At5g65030 -	no entry	null
	at_At5g65520 -	no entry	null
	at_At1g28120 -	no entry	null
	at_At2g28320 -	no entry	null
	at_At2g43920 -	no entry	null
	at_At2g45750 -	no entry	null
	at_At3g23500 -	no entry	null
	at_At4g26920 -	no entry	null
	at_At4g31240 -	no entry	null
	at_At5g37700 -	no entry	null
	at_At5g41390 -	no entry	null
	at_At5g41850 -	mips_99	"unknown protein"
	at_At5g49790 -	no entry	null


------------------
Rule 2254
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	->  class mips_63_17 "metal binding"

	Evaluation on training data (5760 items):
	at_At1g12310 -	mips_10_01_09	"putative protein"
			mips_10_01_09_03
	at_At1g18210	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At1g18530	mips_63_17_01	"hypothetical protein"
	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_At1g21630 -	mips_03_01_05_01	"unknown protein"
			mips_03_01_05_03
			mips_63_06
	at_At1g24620	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At1g55040 -	mips_40_10_05	"putative protein"
			mips_67_01
			mips_67_01_05
	at_At1g62820	mips_06_07_03	"calmodulin, putative"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g73630	mips_63_17_01	"calmodulin like protein"
	at_At1g76640	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_01
			mips_63_17_01
	at_At1g76650	mips_63_17	"calmodulin like protein"
			mips_63_17_01
	at_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_At2g27480 -	mips_10_01_09	"putative calcium binding protein"
			mips_10_01_09_03
	at_At2g35800	mips_08_04	"putative mitochondrial carrier protein"
			mips_63_17_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g36180 -	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
	at_At2g41100	mips_63_17_01	"calmodulin-like protein"
	at_At2g41110	mips_10_01_09	"calmodulin (cam2)"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At2g46600	mips_10_01_09	"caltractin like protein"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At3g10190 -	mips_10	"calmodulin-like protein"
			mips_10_01
			mips_10_01_01
			mips_98
	at_At3g17470	mips_01_03_01	"hypothetical protein"
			mips_03_01_01
			mips_03_03_01_03
			mips_10_01_09
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17_01
	at_At3g18430	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_10_05
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At3g24110	mips_10_01_01	"hypothetical protein"
			mips_63_17_01
	at_At3g47480 -	mips_10_01	"putative calcium-binding protein"
			mips_10_01_01
	at_At3g50360	mips_10_01	"centrin"
			mips_10_01_09
			mips_10_01_09_03
			mips_40_02
			mips_40_03
			mips_63_01
			mips_63_17_01
	at_At3g63150	mips_08_16	"rac-GTP binding protein like"
			mips_63_17
			mips_63_17_01
	at_At4g01420	mips_63_17	"putative calcium-regulated protein phosphatase"
			mips_63_17_01
	at_At4g13440	mips_13_05	"hypothetical protein"
			mips_45
			mips_45_03
			mips_45_03_12
			mips_63_07
			mips_63_17_01
	at_At4g25970 -	mips_01_06_01_01	"phosphatidylserine decarboxylase like protein"
			mips_01_06_01_03
			mips_40_08
	at_At4g26570	mips_63_17	"calcineurin B-like protein 3"
			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_At4g32060	mips_63_17_01	"putative protein"
	at_At4g37010	mips_10_01_09	"caltractin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g07320	mips_08_04	"peroxisomal Ca-dependent solute carrier-like protein"
			mips_08_10
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g08580	mips_13_01	"Unknown protein (MAH20.14)"
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At5g17470	mips_63_17	"calmodulin-like protein"
			mips_63_17_01
	at_At5g18580 -	mips_03_01_01	"tonneau 2 (TON2)"
			mips_03_01_03
			mips_13_11_03
			mips_25_01
			mips_25_01_01
	at_At5g22840 -	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g37780	mips_10_01_09	"calmodulin 1 (CAM1)"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17
			mips_63_17_01
	at_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_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_At5g55400	mips_14	"fimbrin"
			mips_14_01
			mips_14_01_03
			mips_14_01_03_99
			mips_40_04
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_01
			mips_63_17_01
	at_At5g55990	mips_10_01_09	"calcineurin B-like protein 2 (gb|AAC26009.1)"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g58670	mips_01_06_04	"phosphoinositide specific phospholipase C (AtPLC1)"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
			mips_63_17_01
	at_At5g60010	mips_11_07_07	"respiratory burst oxidase protein - like"
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	Training Accuracy: 34/45 (75.56%)
	Training Frequency class 'mips_63_17': 255/5760 (4.43%)

	Evaluation on validation data (2885 items):
	at_At1g05990	mips_13_05	"calcium-binding protein, putative"
			mips_40_32
			mips_63_17_01
	at_At1g09090 -	mips_01_20_35	"putative respiratory burst oxidase protein B"
			mips_01_20_35_02
			mips_11_05_03
			mips_11_07
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_21
			mips_63_21_05
			mips_63_21_99
	at_At1g20760	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_10_05_01_12_99
			mips_63_17_01
	at_At1g21550	mips_06_07_03	"unknown protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_At1g54450	mips_03_01_01	"hypothetical protein"
			mips_03_01_03
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17
			mips_63_17_01
	at_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_At2g30110 -	mips_03	"putative ubiquitin activating enzyme (UBA1)"
			mips_03_01
			mips_03_01_03
			mips_06_13
			mips_06_13_01
			mips_11
			mips_11_01
			mips_14
			mips_14_04
			mips_25_05
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g32450 -	mips_05	"putative O-GlcNAc transferase"
			mips_06_07
			mips_20
	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_At3g25600	mips_10_01_09	"calmodulin, putative"
			mips_10_01_09_03
			mips_63_17_01
	at_At3g59450 -	mips_13_11	"putative protein"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At4g03290	mips_63_17_01	"putative calmodulin"
	at_At4g23650 -	mips_10_01_01	"calcium-dependent protein kinase (CDPK6)"
	at_At5g04170	mips_10_01_09	"EF - hand Calcium binding protein - like"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g07390	mips_02	"respiratory burst oxidase protein A"
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_14_01
			mips_14_01_03
			mips_20
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_At5g17480	mips_06_07_03	"calcium-binding protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_At5g19450 -	mips_10_01	"calcium-dependent protein kinase"
			mips_10_01_01
	at_At5g22760 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g24270	mips_63_17	"calcium sensor homolog (gb|AAC26110.1)"
			mips_63_17_01
	at_At5g28850	mips_03_01_01	"protein phosphatase 2A regulatory subunit B'-like protein"
			mips_13_01
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17_01
	at_At5g42380	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_09
			mips_10_01_09_03
			mips_40_03
			mips_63
			mips_63_01
			mips_63_17_01
	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
	at_At5g47910	mips_01_20_35	"respiratory burst oxidase protein"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
	at_At5g51050	mips_08	"calcium-binding transporter-like protein"
			mips_08_04
			mips_08_10
			mips_40_16
			mips_63_17
			mips_63_17_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g61810 -	mips_08_04	"peroxisomal Ca-dependent solute carrier - like protein"
			mips_08_10
			mips_67_04_01
			mips_67_04_01_02
	Validation Accuracy: 16/25 (64.00%)
	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_At1g50700 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
	at_At1g53210 -	mips_13_05	"putative protein"
			mips_67_04
			mips_67_50
			mips_67_50_05
	at_At1g61950 -	mips_10	"hypothetical protein"
			mips_10_01_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_At1g66410	mips_10_01_09	"calmodulin-4"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At1g74430 -	mips_40_10_99	"putative transcription factor (MYB95)"
	at_At2g41090	mips_10_01_09	"calcium binding protein (CaBP-22)"
			mips_10_01_09_03
			mips_63_17_01
	at_At2g43290	mips_10_01_09	"putative calcium binding protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At3g07490	mips_10_05	"putative calmodulin"
			mips_40_02
			mips_63_17
			mips_63_17_01
	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_At3g14270 -	mips_06	"unknown protein"
			mips_08_13
			mips_10
			mips_10_01_99
			mips_14_04_03
			mips_14_04_03_01
			mips_30_25
	at_At3g22930	mips_63_17_01	"calmodulin, putative"
	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_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_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_At3g59440	mips_63_17	"calmodulin-like protein"
			mips_63_17_01
	at_At4g03560 -	mips_13_03	"two-pore calcium channel (AtTPC1)"
			mips_13_03_01
			mips_13_05
			mips_67_01
			mips_67_01_01
	at_At4g05020 -	mips_02_08	"unknown protein"
			mips_02_13
	at_At4g05520	mips_40_10	""
			mips_63
			mips_63_03
			mips_63_17
			mips_63_17_01
			mips_98
	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_At4g17615	mips_63_17	"calcineurin B-like protein 1 (CBL1)"
			mips_63_17_01
	at_At4g25090	mips_01_20_35	"respiratory burst oxidase - like protein"
			mips_01_20_35_02
			mips_11_05
			mips_11_07_07
			mips_14_01_03
			mips_14_04
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_67
			mips_67_15
	at_At4g26080 -	mips_10_01_05	"abscisic acid insensitive protein (ABI1)"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g26470 -	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_98
	at_At4g26700	mips_14_01	"fimbrin-like protein (ATFIM1)"
			mips_14_01_03
			mips_14_01_03_99
			mips_30_04
			mips_30_04_03
			mips_30_04_05
			mips_30_04_07
			mips_40_04_03
			mips_40_04_05
			mips_40_04_07
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_17
			mips_63_17_01
	at_At4g28220 -	mips_02_08	"putative NADH dehydrogenase"
			mips_02_11
			mips_02_13
			mips_67_15
	at_At4g33000	mips_13_05	"putative protein (fragment)"
			mips_40_32
			mips_63_17_01
	at_At5g13960 -	mips_03_01_03	"putative protein"
			mips_03_01_99
			mips_03_03_01_01
			mips_04_05_01_04_03
			mips_06_07_99
			mips_40_10_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_43_03_09_03
			mips_43_03_99
	at_At5g28900	mips_03_01_01	"protein phosphatase 2A regulatory subunit B'-like protein"
			mips_13_01
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_17_01
	at_At5g37770	mips_10_01_09	"CALMODULIN-RELATED PROTEIN 2, TOUCH-INDUCED (TCH2)"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g39670	mips_10_01_09	"calcium-binding protein - like"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g44460	mips_10_01_09	"calmodulin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g54490	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g57190 -	mips_01_06_01_01	"phosphatidylserine decarboxylase"
			mips_01_06_01_03
			mips_40_08
	Propertest Accuracy: 22/36 (61.11%)
	Propertest Frequency class 'mips_63_17': 206/4430 (4.65%)

	New (unknown) data (2885 items):
	at_At1g29020 -	no entry	null
	at_At1g73440 -	no entry	null
	at_At1g76040 -	no entry	null
	at_At2g17290 -	no entry	null
	at_At2g34020 -	no entry	null
	at_At2g38910 -	no entry	null
	at_At3g10660 -	no entry	null
	at_At3g29000 -	no entry	null
	at_At3g50530 -	no entry	null
	at_At3g50770 -	no entry	null
	at_At4g04710 -	no entry	null
	at_At4g04720 -	no entry	null
	at_At4g12860 -	no entry	null
	at_At4g20780 -	no entry	null
	at_At4g35310 -	no entry	null
	at_At4g38810 -	no entry	null
	at_At4g39560 -	no entry	null
	at_At5g28830 -	no entry	null
	at_At1g35670 -	no entry	null
	at_At1g49580 -	no entry	null
	at_At1g54530 -	no entry	null
	at_At1g64850 -	no entry	null
	at_At2g17890 -	no entry	null
	at_At2g31500 -	no entry	null
	at_At2g35890 -	no entry	null
	at_At2g41410 -	no entry	null
	at_At2g46700 -	no entry	null
	at_At3g51850 -	no entry	null
	at_At3g57530 -	no entry	null
	at_At4g04740 -	no entry	null
	at_At4g09570 -	no entry	null
	at_At4g14640 -	no entry	null
	at_At4g21940 -	no entry	null
	at_At4g26560 -	no entry	null
	at_At4g27790 -	no entry	null
	at_At4g36070 -	no entry	null
	at_At4g38230 -	no entry	null
	at_At5g04870 -	no entry	null
	at_At5g12120 -	no entry	null
	at_At5g12180 -	no entry	null
	at_At5g23580 -	no entry	null
	at_At5g41840 -	no entry	null
	at_At5g54130 -	no entry	null
	at_At5g66210 -	no entry	null
	at_At1g05150 -	no entry	null
	at_At1g18890 -	no entry	null
	at_At1g74740 -	no entry	null
	at_At2g34030 -	no entry	null
	at_At2g41860 -	no entry	null
	at_At2g44310 -	no entry	null
	at_At4g16350 -	no entry	null
	at_At5g19360 -	no entry	null
	at_At5g46830 -	no entry	null


------------------
Rule 2419
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 1
	->  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_At1g09180	mips_06_07_99	"putative GTP-binding protein, SAR1B"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g10630	mips_06_04	"similar to ADP-ribosylation factor gb|AAD17207; similar to ESTs gb|N65779, gb|AI996946.1, gb|AI725909.1, gb|T45928, gb|T42202"
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_02
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g20090	mips_10_01_05_05	"RAC-like GTP-binding protein ARAC4"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At1g22740	mips_10_01_05	"RAS-related protein, RAB7"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g43890	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At1g52280	mips_06_04	"GTP-binding protein RAB7D, putative"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At1g70490	mips_08_07	"ADP-ribosylation factor 1 like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At1g75840	mips_10_01_05_05	"rac-like GTP binding protein (ARAC5)"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g15310	mips_06	"putative ADP-ribosylation factor"
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_03
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_19
			mips_63_19_05
			mips_67
	at_At2g18390	mips_08_16	"putative ADP-ribosylation factor"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g31680	mips_06_04	"putative RAS superfamily GTP-binding protein"
			mips_08
			mips_08_07
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_02
			mips_40_07
			mips_40_08
			mips_63_19_05
	at_At2g33870	mips_08_07	"putative GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g43130	mips_08_16	"Ras-related GTP-binding protein (ARA-4)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At2g44610	mips_10_01_05	"putative small GTP-binding protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At2g47170	mips_06_07_99	"ADP-ribosylation factor 1"
			mips_08_07
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_30_08
			mips_40_08
			mips_40_09
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g09900	mips_08_07	"putative Ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At3g09910	mips_10_01_05_05	"putative Ras-like GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g15060	mips_08_07	"ras-related GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_63_19_05
	at_At3g22950	mips_06_07_99	"ADP-ribosylation factor, putative"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At3g51300	mips_10_01_05	"rac-like GTP binding protein Arac11"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11_01
			mips_13_05
			mips_13_07
			mips_13_11
			mips_30_04
	at_At3g53610	mips_06_04	"GTPase AtRAB8"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At3g62560	mips_08_07_05	"Sar1-like GTP binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
			mips_62_02_01_01
			mips_62_02_01_01_99
	at_At4g17530	mips_10_01_05_05	"ras-related small GTP-binding protein RAB1c"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At4g19640	mips_06_04	"small GTP-binding protein - like"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_07
			mips_40_08
	at_At4g28950	mips_10_01_05_05	"rac GTP binding protein Arac7"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35020	mips_10_01_05_05	"Rho1Ps homolog/ Rac-like protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g35860	mips_08_07	"GTP-binding protein GB2"
			mips_08_07_27
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_13_03
			mips_13_03_01
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
	at_At4g35950	mips_10_01_05_05	"ras-related small GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At4g39890	mips_10_01_05_05	"small GTP-binding protein - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At4g39990	mips_08_07	"GTP-binding protein GB3"
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g03530	mips_10_01_05_05	"AtRab GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g10260	mips_06_04	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g14670	mips_06_07_99	"ADP-ribosylation factor - like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_03
			mips_13_03_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g17060	mips_06_04	"ADP-ribosylation factor -like protein"
			mips_06_07
			mips_06_07_99
			mips_06_10
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g37680	mips_08_07	"ADP-ribosylation factor-like protein (K12B20.15)"
			mips_08_07_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g45750	mips_08_07	"Rab-type small GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g47520	mips_08_16	"GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g47960	mips_08_16	"RAS superfamily GTP-binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19_05
	at_At5g52210	mips_08_07	"GTP-binding protein-like"
			mips_08_07_05
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At5g59150	mips_10_01_05_05	"GTP-binding protein rab11 - like"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g60860	mips_08_07	"GTP-binding protein - like"
			mips_08_16
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	Training Accuracy: 42/42 (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_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_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_At1g18200	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_13
			mips_08_19
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_63_03
			mips_63_19
	at_At1g28550	mips_08_07	"ras-related GTP-binding protein, putative"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At1g56330	mips_04	"unknown protein"
			mips_06
			mips_06_04
			mips_06_07
			mips_06_07_99
			mips_08
			mips_08_07
			mips_08_07_05
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40
			mips_40_08
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g73640	mips_06_04	"putative ras-related GTP-binding protein"
			mips_08_13
			mips_08_16
			mips_08_19
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At2g21880	mips_10_01_05_05	"GTP-binding protein AtRab77"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At2g22290	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g46060	mips_04	"GTP-binding protein ara-3"
			mips_06
			mips_08_07
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
			mips_63_19
	at_At3g46830	mips_08_16	"GTP-binding protein Rab11"
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_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_At4g17170	mips_10_01_05_05	"GTP-binding RAB2A like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_40_09
			mips_62_01_03
			mips_62_01_99
			mips_62_02_05
			mips_62_02_99
	at_At5g20020	mips_03_01_09	"small Ras-like GTP-binding protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g62880	mips_10_01_05_05	"Arac10"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	Validation Accuracy: 16/16 (100.00%)
	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_At1g23490	mips_06	"unknown protein (At1g23490)"
			mips_08_07
			mips_08_07_05
			mips_08_16
			mips_10
			mips_10_01_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_30_22
			mips_40_08
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19
			mips_63_19_05
			mips_67
	at_At1g49300	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_40_08
	at_At2g17800	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At2g22390	mips_10_01_05_05	"putative GTP-binding protein"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g07410	mips_08_16	"putative GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_40_08
			mips_63_19_05
	at_At3g11730	mips_10_01_05_05	"putative GTP-binding protein (ATFP8)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g16100	mips_04	"putative RAS-related GTP-binding protein"
			mips_06
			mips_06_04
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_40_07
			mips_40_08
			mips_63
			mips_63_03
			mips_63_19
	at_At3g18820	mips_10_01_05_05	"GTP binding protein, putative"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At3g48040	mips_03	"rac GTP binding protein Arac8 (Arac8)"
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_11
			mips_11_01
			mips_11_05
			mips_11_05_03
			mips_13
			mips_13_05
			mips_13_07
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_04
			mips_40_02
			mips_63_19
	at_At3g49860	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
	at_At3g54840	mips_10_01_05_05	"small GTPase Ara6 (ARA6)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At3g62290	mips_06_07_99	"ADP-ribosylation factor-like protein"
			mips_08_07_05
			mips_08_16
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	at_At4g02080	mips_06_04	"SAR1/GTP-binding secretory factor"
			mips_06_07_99
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At4g09720	mips_10_01_05_05	"AtRab76 (AtRAB76)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_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_At4g18130	mips_06_07_03	"phytochrome E"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_01
			mips_40_30
	at_At4g18430 -	mips_08_16	"membrane-bound small GTP-binding - like protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At4g18800	mips_08_07	"ras-like GTP-binding protein"
			mips_08_16
			mips_10_01_05_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_19_05
	at_At5g03520	mips_08_07	"GTP-binding protein - like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g20010	mips_03_01_09	"small Ras-like GTP-binding nuclear protein"
			mips_03_01_09_05
			mips_08_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g39620	mips_10_01_05_05	"AtRab78 (AtRAB78)"
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_08
	at_At5g45130	mips_10_01_05	"ras-related GTP-binding protein RHA1 (sp|P31582)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g45970	mips_10_01_05	"Rac-like gtp binding protein ARAC2 (sp|Q38903)"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_13_05
			mips_13_07
	at_At5g55080	mips_03	"salt stress inducible small GTP binding protein Ran1-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_03
			mips_03_03_01
			mips_06_04
			mips_08
			mips_08_01
			mips_10_01
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_40_08
			mips_63_03
			mips_63_19
	at_At5g55190 -	mips_03_01_09	"salt stress inducible small GTP binding protein Ran1 homolog"
			mips_03_01_09_05
			mips_04_07
			mips_08_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g59840	mips_10_01_05	"GTP-binding protein ara-3"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
	at_At5g64990	mips_08_16	"GTP binding protein-like"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
	at_At5g65270	mips_08_16	"GTP-binding protein"
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_40_07
			mips_63_19_05
	at_At5g67560	mips_08_07_05	"ADP-ribosylation factor-like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_10_05_01
			mips_10_05_01_10
			mips_62_02_01_01
			mips_62_02_01_01_99
			mips_63_19_05
	Propertest Accuracy: 29/31 (93.55%)
	Propertest Frequency class 'mips_10_01': 370/4430 (8.35%)

	New (unknown) data (2885 items):
	at_At3g12160 -	no entry	null


------------------
Rule 2290
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 1
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2) = 1
	->  class mips_10_01 "intracellular signalling"

	Evaluation on training data (5760 items):
	at_At1g12310	mips_10_01_09	"putative protein"
			mips_10_01_09_03
	at_At1g18210	mips_10_01_09	"unknown protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At1g18530 -	mips_63_17_01	"hypothetical protein"
	at_At1g24620	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_17
			mips_63_17_01
	at_At1g62820	mips_06_07_03	"calmodulin, putative"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g73630 -	mips_63_17_01	"calmodulin like protein"
	at_At1g76640	mips_10_01_09	"putative calmodulin"
			mips_10_01_09_03
			mips_63_01
			mips_63_17_01
	at_At1g76650 -	mips_63_17	"calmodulin like protein"
			mips_63_17_01
	at_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_At2g41100 -	mips_63_17_01	"calmodulin-like protein"
	at_At2g41110	mips_10_01_09	"calmodulin (cam2)"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At3g10190	mips_10	"calmodulin-like protein"
			mips_10_01
			mips_10_01_01
			mips_98
	at_At3g24110	mips_10_01_01	"hypothetical protein"
			mips_63_17_01
	at_At3g47480	mips_10_01	"putative calcium-binding protein"
			mips_10_01_01
	at_At3g50360	mips_10_01	"centrin"
			mips_10_01_09
			mips_10_01_09_03
			mips_40_02
			mips_40_03
			mips_63_01
			mips_63_17_01
	at_At4g37010	mips_10_01_09	"caltractin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g17470 -	mips_63_17	"calmodulin-like protein"
			mips_63_17_01
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g37780	mips_10_01_09	"calmodulin 1 (CAM1)"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17
			mips_63_17_01
	at_At5g55990	mips_10_01_09	"calcineurin B-like protein 2 (gb|AAC26009.1)"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g58670	mips_01_06_04	"phosphoinositide specific phospholipase C (AtPLC1)"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
			mips_63_17_01
	Training Accuracy: 17/23 (73.91%)
	Training Frequency class 'mips_10_01': 444/5760 (7.71%)

	Evaluation on validation data (2885 items):
	at_At1g05990 -	mips_13_05	"calcium-binding protein, putative"
			mips_40_32
			mips_63_17_01
	at_At1g21550	mips_06_07_03	"unknown protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_At3g25600	mips_10_01_09	"calmodulin, putative"
			mips_10_01_09_03
			mips_63_17_01
	at_At3g59450 -	mips_13_11	"putative protein"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At4g03290 -	mips_63_17_01	"putative calmodulin"
	at_At4g23650	mips_10_01_01	"calcium-dependent protein kinase (CDPK6)"
	at_At5g17480	mips_06_07_03	"calcium-binding protein"
			mips_10_01_05_01
			mips_10_01_09
			mips_10_01_09_03
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11_03
			mips_13_11_03_05
			mips_48
			mips_62_01
			mips_62_01_01
			mips_62_01_07
			mips_63_17_01
	at_At5g19450	mips_10_01	"calcium-dependent protein kinase"
			mips_10_01_01
	at_At5g42380	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_09
			mips_10_01_09_03
			mips_40_03
			mips_63
			mips_63_01
			mips_63_17_01
	Validation Accuracy: 6/9 (66.67%)
	Validation Frequency class 'mips_10_01': 223/2885 (7.73%)

	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_At1g50700	mips_10_01	"hypothetical protein"
			mips_10_01_01
	at_At1g61950	mips_10	"hypothetical protein"
			mips_10_01_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_At1g66410	mips_10_01_09	"calmodulin-4"
			mips_10_01_09_03
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_17_01
	at_At2g41090	mips_10_01_09	"calcium binding protein (CaBP-22)"
			mips_10_01_09_03
			mips_63_17_01
	at_At2g43290	mips_10_01_09	"putative calcium binding protein"
			mips_10_01_09_03
			mips_63_17_01
	at_At3g07490 -	mips_10_05	"putative calmodulin"
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At3g22930 -	mips_63_17_01	"calmodulin, putative"
	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_At3g59440 -	mips_63_17	"calmodulin-like protein"
			mips_63_17_01
	at_At4g26470	mips_10	"putative protein"
			mips_10_01
			mips_10_01_01
			mips_98
	at_At5g37770	mips_10_01_09	"CALMODULIN-RELATED PROTEIN 2, TOUCH-INDUCED (TCH2)"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g39670	mips_10_01_09	"calcium-binding protein - like"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g44460	mips_10_01_09	"calmodulin-like protein"
			mips_10_01_09_03
			mips_63_17_01
	Propertest Accuracy: 14/17 (82.35%)
	Propertest Frequency class 'mips_10_01': 370/4430 (8.35%)

	New (unknown) data (2885 items):
	at_At1g76040 -	no entry	null
	at_At2g17290 -	no entry	null
	at_At2g38910 -	no entry	null
	at_At3g10660 -	no entry	null
	at_At3g29000 -	no entry	null
	at_At3g50530 -	no entry	null
	at_At3g50770 -	no entry	null
	at_At4g04710 -	no entry	null
	at_At4g04720 -	no entry	null
	at_At4g12860 -	no entry	null
	at_At4g20780 -	no entry	null
	at_At4g35310 -	no entry	null
	at_At1g35670 -	no entry	null
	at_At1g49580 -	no entry	null
	at_At2g17890 -	no entry	null
	at_At2g31500 -	no entry	null
	at_At2g35890 -	no entry	null
	at_At2g41410 -	no entry	null
	at_At2g46700 -	no entry	null
	at_At3g51850 -	no entry	null
	at_At3g57530 -	no entry	null
	at_At4g04740 -	no entry	null
	at_At4g09570 -	no entry	null
	at_At4g14640 -	no entry	null
	at_At4g21940 -	no entry	null
	at_At4g36070 -	no entry	null
	at_At4g38230 -	no entry	null
	at_At5g04870 -	no entry	null
	at_At5g12180 -	no entry	null
	at_At5g23580 -	no entry	null
	at_At5g66210 -	no entry	null
	at_At1g18890 -	no entry	null
	at_At1g74740 -	no entry	null
	at_At2g41860 -	no entry	null
	at_At4g16350 -	no entry	null
	at_At5g19360 -	no entry	null


------------------
Rule 1595
	profscan_glu_rich(_orf_0,_profscan_id_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),blastprodom(_orf_0,_blastprodom_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 1
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	->  class mips_10_01 "intracellular signalling"

	Evaluation on training data (5760 items):
	at_At1g17280 -	mips_06_07_05	"putative ubiquitin-conjugating enzyme"
			mips_06_13_01
			mips_14_04_03
			mips_14_04_03_03
			mips_30_10
	at_At1g19050	mips_04_05_01_04_01	"putative protein"
			mips_10_01_05_07
			mips_10_01_99
	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_At1g31440	mips_08_07_29	"putative protein"
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25_05
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_48
			mips_62_01_07
			mips_63_17_01
	at_At1g34650 -	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_14_10_02_99
			mips_25
			mips_25_03
			mips_40
			mips_40_10
	at_At1g52150 -	mips_06_10	"putative protein"
			mips_25_03
			mips_40_10_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_63_03_01
	at_At1g59940	mips_10_01_05_07	"putative protein"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At1g70660 -	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_01
			mips_30_10
	at_At1g70920 -	mips_04_05_01_04_01	"hypothetical protein"
			mips_14_04
			mips_25_05
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g01830 -	mips_01_04_04	"cytokinin receptor CRE1b (CRE1)"
			mips_01_05_04
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_13_11_03
			mips_13_11_03_13
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_30
	at_At2g16920 -	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At2g17820 -	mips_01_05_01_01_01	"histidine kinase 1"
			mips_01_20_03
			mips_02_08
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_01_01
			mips_62_01
			mips_62_01_01
	at_At2g19540 -	mips_03_01_99	"putative WD-40 repeat protein"
			mips_14_01_03
			mips_25_05_09
			mips_30_10
			mips_30_19
	at_At2g20910 -	mips_63_17_01	"putative diacylglycerol kinase"
	at_At2g27070	mips_04_05_01_04_01	"putative two-component response regulator protein"
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g33770 -	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At2g34710 -	mips_25_05_10	"homeodomain transcription factor (ATHB-14)"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g41310	mips_02	"putative two-component response regulator 3 protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g08510	mips_01_06_04	"phosphoinositide specific phospholipase C (AtPLC2)"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
	at_At3g13550 -	mips_03_03_01_01	"ubiquitin-conjugating enzyme COP10 (COP10)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At3g23150 -	mips_02_13	"ethylene receptor, putative"
			mips_02_13_05
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At3g45620 -	mips_14_10_02	"putative protein"
			mips_14_10_02_02
			mips_14_10_02_02_01
			mips_14_10_02_02_02
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At3g48100	mips_02	"response reactor 2 (ATRR2)"
			mips_01_04_04
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_01
	at_At3g56380	mips_02_13	"response regulator-like protein"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At3g57040	mips_02	"responce reactor 4"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At4g21540	mips_01_06_01_01	"putative protein"
			mips_10_01_09
			mips_10_01_09_99
			mips_63_09
			mips_63_17_01
	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_At4g35140	mips_10_01_05_05	"putative protein"
	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_At5g05080 -	mips_03_03_01_01	"unknown protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At5g07920 -	mips_01_06_01	"diacylglycerol kinase (ATDGK1)"
			mips_01_06_01_01
			mips_63_17
			mips_63_17_01
	at_At5g10720 -	mips_01_04	"histidine kinase - like protein"
			mips_01_04_04
			mips_01_05_04
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_11_05_05_99
			mips_13_11_03
			mips_13_11_03_13
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g23450	mips_10_01_05_05	"sphingosine kinase (AtLCBK1)"
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_09_99
			mips_63_17_01
	at_At5g35750 -	mips_01_05_04	"histidine kinase (AHK2)"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_13_11_03
			mips_13_11_03_13
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At5g49240	mips_10_01_05_07	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At5g55990	mips_10_01_09	"calcineurin B-like protein 2 (gb|AAC26009.1)"
			mips_10_01_09_03
			mips_63_17_01
	at_At5g58670	mips_01_06_04	"phosphoinositide specific phospholipase C (AtPLC1)"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
			mips_63_17_01
	at_At5g63640 -	mips_06	"putative protein"
			mips_06_04
			mips_08
			mips_08_07
			mips_08_07_07
			mips_30
			mips_30_08
			mips_30_25
			mips_40_08
			mips_63
			mips_63_01
	Training Accuracy: 15/39 (38.46%)
	Training Frequency class 'mips_10_01': 444/5760 (7.71%)

	Evaluation on validation data (2885 items):
	at_At1g10470	mips_10_01_05_07	"putative response regulator 3"
			mips_10_01_99
			mips_10_05_01
			mips_10_05_01_10
	at_At1g21380 -	mips_06_04	"unknown protein"
			mips_08
			mips_08_13
			mips_30_22
			mips_40_08
			mips_40_09
			mips_40_22
			mips_40_25
	at_At1g49190 -	mips_10_05	"putative two-component response regulator gb|AAD12696.1"
			mips_10_05_01
			mips_10_05_01_10
	at_At1g66340 -	mips_01_04	"ethylene-response protein, ETR1"
			mips_01_04_04
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_05
			mips_14_01
			mips_14_01_03
			mips_20_20
			mips_20_20_18
			mips_40_30
	at_At1g67710	mips_04_05_01_04_01	"response regulator 11 (ARR11)"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_01
			mips_11_05_01_01
			mips_11_05_05
			mips_30_01
			mips_63_03_01
	at_At1g74890	mips_02_13	"putative response regulator (two component phosphotransfer signaling)"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At2g32790 -	mips_03_03	"putative ubiquitin-conjugating enzyme E2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_At2g38410 -	mips_08_07	"unknown protein"
			mips_08_07_07
			mips_30_08
			mips_30_22
			mips_40_08
	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_At3g59450 -	mips_13_11	"putative protein"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
	at_At4g16110	mips_01_04	"hypothetical protein"
			mips_01_04_04
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05
			mips_11_05_01
			mips_11_05_01_01
			mips_14_01
			mips_30_01
			mips_63_03_01
	at_At4g32880 -	mips_25_05_10	"HD-zip transcription factor (athb-8)"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At4g38480	mips_10_01_05	"putative protein"
			mips_10_01_05_05
	at_At4g39020 -	mips_13_03	"putative protein"
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_63_17_01
	at_At5g02810	mips_01_04_04	"unknown protein"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_63_03_01
	at_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_At5g16880 -	mips_08_07	"TOM (target of myb1) -like protein"
			mips_08_07_07
			mips_08_13
			mips_30_08
			mips_30_22
			mips_40_08
			mips_40_09
	at_At5g24470	mips_10_01_05	"pseudo-response regulator 5 (APRR5)"
			mips_10_01_05_07
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_25_03
	at_At5g52170 -	mips_25_03	"homeodomain transcription factor-like"
	at_At5g57690 -	mips_63_17_01	"diacylglycerol kinase-like protein"
	at_At5g58080	mips_01_04_04	"ARR2 - like protein"
			mips_04
			mips_10
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At5g60100	mips_02_13	"pseudo-response regulator 3 (APRR3)"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
	at_At5g61380	mips_02_13	"pseudo-response regulator 1"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_04_05_01_04_01
			mips_10_01_05
			mips_10_01_05_07
	at_At5g62920	mips_01_04_04	"response regulator 6 (ARR6)"
			mips_02_13
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	Validation Accuracy: 12/24 (50.00%)
	Validation Frequency class 'mips_10_01': 223/2885 (7.73%)

	Evaluation on propertest data (4430 items):
	at_At1g06210 -	mips_08_07_07	"unknown protein"
			mips_30_08
			mips_30_25
			mips_40_22
			mips_40_25
	at_At1g23260 -	mips_03_03_01_01	"similar to DNA binding protein (At1g23260)"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_At1g27320 -	mips_01_05_04	"histidine kinase (AHK3)"
			mips_13_11_03
			mips_13_11_03_13
			mips_14_01
			mips_14_01_03
			mips_20_20
			mips_20_20_18
	at_At1g30490 -	mips_25_05_10	"HD-Zip protein"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At1g36340 -	mips_03	"putative ubiquitin conjugating enzyme"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14
			mips_14_01
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At2g01760	mips_01_04	"putative two-component response regulator protein"
			mips_01_04_04
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_At2g14050 -	mips_40_10_03	"putative DNA replication licensing factor"
	at_At2g18730	mips_10	"putative diacylglycerol kinase"
			mips_10_01_01
			mips_40_10
			mips_63_17_01
	at_At2g25180	mips_02_13	"putative two-component response regulator protein"
			mips_02_13_01
			mips_02_13_03
			mips_02_13_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
	at_At2g36060 -	mips_03_03_01_01	"putative ubiquitin-conjugating enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_30_10
	at_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_At2g46790 -	mips_10_05_01	"hypothetical protein"
			mips_10_05_01_10
			mips_25_03
	at_At2g47430	mips_01_04	"putative histidine kinase"
			mips_01_04_04
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_10
			mips_11
			mips_11_05
			mips_11_05_05
			mips_11_05_05_99
			mips_40_30
	at_At3g15355 -	mips_03_03_01_01	"ubiquitin-conjugating like enzyme"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_05
			mips_14_10
			mips_14_10_02
			mips_30_10
	at_At3g17000 -	mips_03_03_04	"ubiquitin conjugating enzyme, putative"
			mips_03_03_04_07
			mips_06_07_05
	at_At3g47220	mips_01_06_04	"1-phosphatidylinositol-4,5-bisphosphate phosphodiesterase-like protein"
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_99
			mips_63_09
			mips_63_17_01
	at_At3g52560 -	mips_06_07_05	"putative DNA-binding protein"
			mips_06_13_01
			mips_08_13
			mips_14_04_03_03
			mips_14_04_03_05
	at_At3g55940	mips_01_06_04	"phosphoinositide-specific phospholipase C - like protein"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
	at_At3g62670	mips_04_05_01_04_01	"putative protein"
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_01
			mips_11_05_01_01
	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_At4g18060 -	mips_13_03	"putative protein"
			mips_13_03_01
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_17
			mips_63_17_01
	at_At4g28120	mips_01_06_07	"putative protein"
			mips_01_06_10
			mips_01_06_99
			mips_10_01_09
			mips_10_01_09_09
			mips_63_17_01
	at_At4g30340 -	mips_10_05	"putative protein"
			mips_63_17
			mips_63_17_01
	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_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_At5g01760 -	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_At5g10940 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_02_02_01
			mips_14_10_02_02_02
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At5g17320 -	mips_14_10	"homeobox protein"
			mips_14_10_02
			mips_25_05_10
	at_At5g45980 -	mips_25_05_09	"putative protein"
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_67_01
	at_At5g50430 -	mips_03_03	"ubiquitin conjugating enzyme-like protein"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_05
			mips_06_13
			mips_14_01
			mips_30_10
	at_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_At5g58700	mips_01_06_04	"phosphoinositide-specific phospholipase C4 (PLC4)"
			mips_10_01_09
			mips_10_01_09_11
			mips_63_09
			mips_63_17_01
	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
	Propertest Accuracy: 14/33 (42.42%)
	Propertest Frequency class 'mips_10_01': 370/4430 (8.35%)

	New (unknown) data (2885 items):
	at_At3g09660 -	no entry	null
	at_At1g04510 -	no entry	null
	at_At1g53020 -	no entry	null
	at_At2g46090 -	no entry	null
	at_At4g25530 -	no entry	null
	at_At5g60690 -	no entry	null


------------------
Rule 2911
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),seg(_orf_0) = 1
	->  class mips_10_01 "intracellular signalling"

	Evaluation on training data (5760 items):
	at_At1g08720	mips_01_04	"MAP kinase kinase kinase EDR1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At1g09000 -	mips_14_04_03	"NPK1-related protein kinase 1S (ANP1)"
			mips_14_04_03_01
			mips_30_04_05
	at_At1g11050 -	mips_10_05	"Ser/Thr protein kinase isolog"
	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_At1g17230 -	mips_08_13	"putative leucine-rich receptor protein kinase"
	at_At1g17750 -	mips_08_13	"hypothetical protein"
			mips_11_05_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_At1g25390	mips_10_01_01	"putative protein"
	at_At1g26150	mips_01	"Pto kinase interactor, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06
			mips_06_07
			mips_06_07_03
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
			mips_99
	at_At1g28440 -	mips_08_13	"hypothetical protein"
	at_At1g32320 -	mips_03	"MAP kinase, putative"
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_13
			mips_13_11
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_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_At1g53570 -	mips_01_02_01	"MEK kinase MAP3Ka, putative"
			mips_01_02_01_07
	at_At1g55610 -	mips_10_05	"receptor kinase, putative"
			mips_11_05
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At1g61500 -	mips_10_05	""
	at_At1g61610	mips_10_01	""
			mips_10_01_01
			mips_11
			mips_11_07
			mips_11_07_03
			mips_67
			mips_67_15
	at_At1g67510	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g68690	mips_01	"protein kinase, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
	at_At1g70430	mips_04_05_01_04_01	"hypothetical protein"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04_03_01
			mips_14_04_09
			mips_14_04_09_01
			mips_30_04_03
			mips_30_04_05
			mips_40_04_03
	at_At1g70460 -	mips_25_05_13	"putative protein kinase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	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_At2g05060 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g17700 -	mips_25_05_10	"putative protein kinase"
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g19210	mips_10	"putative receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At2g24130 -	mips_08_13	"putative receptor-like protein kinase"
	at_At2g42630	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At3g07980 -	mips_01_04	"putative MAP3K epsilon protein kinase"
			mips_13_07
			mips_25_05_10
			mips_25_05_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At3g12200 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g13065 -	mips_08_13	"putative protein kinase, 3' partial"
	at_At3g15220 -	mips_14_04_03	"putative MAP kinase"
			mips_14_04_03_01
			mips_30_04_05
	at_At3g17850 -	mips_14_01_03	"protein kinase, putative"
			mips_14_04_03
			mips_14_04_03_01
	at_At3g23750 -	mips_08_13	"receptor-like kinase, putative"
	at_At3g25560	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At3g28450	mips_10	"receptor kinase, putative"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
	at_At3g28690	mips_10	"protein kinase, putative"
			mips_10_01_01
			mips_98
	at_At3g46350	mips_10_01	"receptor-like protein kinase homolog"
			mips_10_01_01
	at_At3g56100 -	mips_14_01_03	"putative protein"
	at_At3g59350 -	mips_10_05	"protein kinase-like protein"
	at_At3g61960 -	mips_01_04	"serine/threonine-protein kinase-like protein"
			mips_06_07
			mips_20
			mips_20_25
			mips_20_25_16
	at_At4g08470	mips_04_09	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_13
			mips_25
			mips_25_05
			mips_25_05_13
			mips_30
			mips_30_04
			mips_33_03_13
			mips_35_03_17
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At4g08500 -	mips_13_11_03	"MEKK1/MAP kinase kinase kinase"
			mips_13_11_03_13
			mips_40_04_03
	at_At4g08850	mips_06	"receptor protein kinase like protein"
			mips_08_13
			mips_10
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At4g12020 -	mips_11_01	"putative disease resistance protein"
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_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_At4g26890 -	mips_01_04	"putative NPK1-related protein kinase"
			mips_06_07
			mips_13_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
	at_At4g36180 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At5g07280 -	mips_08_13	"receptor-like protein kinase-like protein"
	at_At5g12090 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g39440	mips_01_04	"serine/threonine-specific protein kinase -like protein"
			mips_01_06_01
			mips_01_06_01_05
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_01_12
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
	at_At5g40440 -	mips_01_02	"MAP kinase kinase 3 (ATMKK3)"
			mips_01_02_01
			mips_01_02_01_07
	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_At5g50000 -	mips_25_05_13	"protein kinase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g56040 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g56460 -	mips_10_05	"protein kinase-like protein"
	at_At5g58940	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
	at_At5g58950	mips_01_04	"protein kinase 6 - like"
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_63_19
	at_At5g59700	mips_10_01	"receptor-like protein kinase precursor - like"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At5g61350	mips_10_01	"receptor-like protein kinase precursor - like"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At5g62310 -	mips_01_04	"IRE (root hair elongation)"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01
			mips_14_01_03
			mips_25_03
	at_At5g66710 -	mips_25_05_13	"protein kinase ATN1-like protein"
			mips_33_03_13
			mips_35_03_17
	Training Accuracy: 23/63 (36.51%)
	Training Frequency class 'mips_10_01': 444/5760 (7.71%)

	Evaluation on validation data (2885 items):
	at_At1g09440 -	mips_10_05	"putative ser/thr protein kinase"
	at_At1g16270 -	mips_01_04	"putative Ser/Thr protein kinase"
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_05
			mips_14_10
			mips_14_10_02
			mips_63_17
			mips_63_17_01
	at_At1g18160 -	mips_20_20	"hypothetical protein"
			mips_20_20_18
	at_At1g21230	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g54960 -	mips_04_09	"NPK1-related protein kinase 2 (ANP2)"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At1g64210	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
	at_At1g67720	mips_10	"putative receptor protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g70450	mips_10_01	"putative protein kinase"
			mips_10_01_01
	at_At1g73660 -	mips_01_04	"putative protein kinase"
	at_At1g79620	mips_10	"hypothetical protein"
			mips_10_01_01
	at_At2g16250	mips_10_01	"putative LRR receptor protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g23950	mips_10_01_01	"putative LRR receptor protein kinase"
	at_At3g09010	mips_10_01	"putative receptor ser/thr protein kinase"
			mips_10_01_01
			mips_10_05
	at_At3g19700 -	mips_10_05	"receptor-like protein kinase, putative"
	at_At3g24720 -	mips_01	"protein kinase, putative"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_13
			mips_25_05_25
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_98
	at_At3g46930	mips_06_07_03	"protein kinase 6-like protein"
			mips_10_01_05
			mips_10_01_05_01
	at_At3g55450 -	mips_10_05	"serine/threonine-specific protein kinase -like"
	at_At3g58760	mips_06	"unknown protein"
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14_01_03
			mips_14_20
			mips_25_05
			mips_25_05_09
			mips_25_05_10
			mips_40
			mips_63_19
	at_At4g08480 -	mips_01_04	"putative mitogen-activated protein kinase"
			mips_04_09
			mips_11_05_01
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At4g23050	mips_06_07_03	"putative serine/threonine kinase"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_10_01_05_01_99
			mips_10_01_05_05
			mips_13_05
			mips_13_05_99
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_03_99
			mips_14_01_05
			mips_14_01_99
			mips_30_04_03
			mips_40_08
	at_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_At4g39270 -	mips_11_05_01	"receptor protein kinase - like protein"
	at_At5g01850 -	mips_14_04_03	"protein kinase ATN1-like protein"
			mips_14_04_03_01
			mips_25_05_13
			mips_30_04
			mips_30_04_05
			mips_33_03_13
			mips_35_03_17
	at_At5g06820 -	mips_11_05_01	"receptor-like protein kinase"
	at_At5g20480 -	mips_11_05_01	"receptor protein kinase - like"
	at_At5g38210	mips_10_01	"protein kinase - like protein"
			mips_10_01_01
	at_At5g47070	mips_10_01	"protein serine/threonine kinase-like"
			mips_10_01_01
	at_At5g53890 -	mips_14_01	"receptor protein kinase-like protein"
			mips_14_01_03
	at_At5g55090 -	mips_01_04	"putative protein"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_10
			mips_14_10_02
			mips_63_19_03
	at_At5g56580	mips_01_02	"protein kinase MEK1 homolog"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_35
			mips_35_03
			mips_35_03_05
			mips_35_03_05_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
	at_At5g65700	mips_10	"receptor protein kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At5g65710 -	mips_08_13	"receptor protein kinase-like protein"
	at_At5g66850 -	mips_01_02	"MAP protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At5g67280 -	mips_08_13	"receptor-like protein kinase"
	Validation Accuracy: 15/34 (44.12%)
	Validation Frequency class 'mips_10_01': 223/2885 (7.73%)

	Evaluation on propertest data (4430 items):
	at_At1g04210 -	mips_08_13	"unknown protein"
			mips_11_05_01
	at_At1g04700 -	mips_01_04	"putative Ser/Thr protein kinase"
	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_At1g17540	mips_01_01	"protein kinase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g29730 -	mips_06_04	"Putative receptor-like serine/threonine kinase"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	at_At1g35710 -	mips_08_13	"protein kinase, putative"
	at_At1g45160 -	mips_01_04	"similar to IRE homolog 1 dbj|BAA89784.1"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_63_17
			mips_63_17_01
	at_At1g51800	mips_10_01	"hypothetical protein"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g51820 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51850 -	mips_10_05	"Putative protein kinase"
			mips_40_02
	at_At1g51940	mips_10_01	"Putative protein kinase"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At1g53430 -	mips_08_13	"receptor-like serine/threonine kinase, putative"
	at_At1g62400 -	mips_04_09	"hypothetical protein"
			mips_40_04_03
	at_At1g62950 -	mips_10_05	"protein kinase, putative"
	at_At1g63700 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g67520 -	mips_11_07_03	"putative receptor protein kinase"
	at_At1g69790	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At1g70520	mips_10_01_01	"putative protein kinase"
	at_At1g71830	mips_10	"protein kinase, putative"
			mips_10_01
			mips_10_01_01
	at_At1g72300 -	mips_08_13	"leucine-rich receptor-like protein kinase, putative"
			mips_11_05_01
	at_At1g72760 -	mips_01_01_01_11	"putative protein kinase"
	at_At1g73500	mips_03_03_01_02	"unknown protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_25_05_25
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g78940 -	mips_01_01_01_11	"hypothetical protein"
	at_At2g01950 -	mips_08_13	"putative receptor protein kinase"
			mips_14_01_03
	at_At2g33170 -	mips_08_13	"putative receptor-like protein kinase"
			mips_11_05_01
	at_At2g35050	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At3g13380 -	mips_08_13	"brassinosteroid receptor kinase, putative"
			mips_11_05_01
			mips_14_01
			mips_14_01_03
	at_At3g16030	mips_01_04	"putative receptor kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_63_19
	at_At3g21340	mips_10_01	"serine/threonine-specific protein kinase, putative"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At3g24240 -	mips_14_01_03	"receptor kinase, putative"
	at_At3g45430	mips_10	"receptor like protein kinase"
			mips_10_01_01
	at_At3g46920	mips_01_04	"protein kinase - like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_01
			mips_25_05_13
	at_At3g50720	mips_06_07_03	"protein kinase ATN1 -like protein"
			mips_10_01_05_01
	at_At3g50730	mips_01_04	"protein kinase ATN1 - like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At3g53590	mips_10	"receptor protein kinase -like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At3g56370 -	mips_08_13	"putative protein"
	at_At3g58640 -	mips_04_09	"unknown protein"
			mips_30_04
			mips_40_04_03
	at_At3g63260	mips_01_04	"ATMRK1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At4g01330	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At4g02010 -	mips_10_05	"putative NAK-like ser/thr protein kinase"
	at_At4g04540	mips_10_01_01	"putative receptor-like protein kinase"
	at_At4g10730	mips_10_01_09	"putative protein kinase"
			mips_10_01_09_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g11490	mips_10	"serine/threonine kinase-like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At4g11900 -	mips_11_07_03	"KI domain interacting kinase 1 -like protein"
	at_At4g20270 -	mips_06_04	"CLV1 receptor kinase like protein"
			mips_08_13
	at_At4g20450	mips_10	"receptor protein kinase - like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_99
	at_At4g24100 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At4g24480	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_20
			mips_20_20_18
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g31170	mips_01_04	"protein kinase - like protein"
			mips_06_07
			mips_10_01
			mips_10_05
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
	at_At4g32830 -	mips_04_09	"putative serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g38470	mips_01_04	"protein kinase like protein"
			mips_04_09
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At4g39400 -	mips_08_13	"brassinosteroid insensitive 1 gene (BRI1)"
			mips_11_05_01
	at_At5g03730	mips_06_07_03	"SERINE/THREONINE-PROTEIN KINASE CTR1"
			mips_10_01_05_01
	at_At5g06940 -	mips_08_13	"receptor protein kinase-like protein"
			mips_11_05_01
	at_At5g07140 -	mips_01_04	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_01_01
			mips_14_10
			mips_14_10_02
	at_At5g11850 -	mips_20_20	"MAP3K like protein kinase"
			mips_20_20_18
			mips_25_05_09
	at_At5g25930 -	mips_08_13	"receptor-like protein kinase - like"
			mips_11_05_01
	at_At5g35380 -	mips_14_04_03_01	"putative protein"
	at_At5g45800 -	mips_08_13	"receptor kinase-like protein"
	at_At5g46330	mips_06_04	"receptor protein kinase"
			mips_08
			mips_08_13
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_05
			mips_11_05_01
	at_At5g49770	mips_06_04	"receptor protein kinase-like"
			mips_08_13
			mips_10_01_01
			mips_11_05
			mips_11_05_01
	at_At5g49780 -	mips_08_13	"receptor protein kinase-like"
			mips_11_05_01
	at_At5g56890	mips_10_01_01	"putative protein"
			mips_14_01_03
	at_At5g57610 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_05
			mips_06_07_03
			mips_48
	at_At5g58150	mips_10	"receptor-like protein kinase"
			mips_10_01
			mips_10_01_01
	at_At5g58520 -	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_25_05_13
			mips_25_05_25
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_04_03
	at_At5g63930 -	mips_08_13	"receptor-like protein kinase"
			mips_11_05_01
	at_At5g65530 -	mips_10_05	"putative protein"
	Propertest Accuracy: 30/69 (43.48%)
	Propertest Frequency class 'mips_10_01': 370/4430 (8.35%)

	New (unknown) data (2885 items):
	at_At1g01540 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At1g07550 -	no entry	null
	at_At1g07570 -	mips_10	"protein kinase APK1A"
	at_At1g21210 -	no entry	null
	at_At1g25320 -	no entry	null
	at_At1g26970 -	no entry	null
	at_At1g28390 -	no entry	null
	at_At1g29750 -	no entry	null
	at_At1g49100 -	no entry	null
	at_At1g60800 -	no entry	null
	at_At1g62090 -	no entry	null
	at_At1g72540 -	no entry	null
	at_At1g73080 -	no entry	null
	at_At1g75820 -	no entry	null
	at_At1g79680 -	no entry	null
	at_At2g02800 -	no entry	null
	at_At2g04300 -	no entry	null
	at_At2g07020 -	no entry	null
	at_At2g17220 -	no entry	null
	at_At2g21480 -	no entry	null
	at_At2g23450 -	no entry	null
	at_At2g24230 -	no entry	null
	at_At2g26290 -	no entry	null
	at_At2g30730 -	no entry	null
	at_At2g39360 -	no entry	null
	at_At2g39660 -	no entry	null
	at_At2g41970 -	no entry	null
	at_At3g14350 -	no entry	null
	at_At3g17420 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At3g24550 -	no entry	null
	at_At3g28040 -	no entry	null
	at_At3g45410 -	no entry	null
	at_At3g46330 -	no entry	null
	at_At3g46340 -	no entry	null
	at_At3g46370 -	no entry	null
	at_At3g49670 -	no entry	null
	at_At3g58690 -	no entry	null
	at_At4g04500 -	no entry	null
	at_At4g04510 -	no entry	null
	at_At4g22730 -	no entry	null
	at_At4g23150 -	no entry	null
	at_At4g23190 -	no entry	null
	at_At4g23320 -	no entry	null
	at_At4g26540 -	no entry	null
	at_At4g28490 -	no entry	null
	at_At4g29450 -	no entry	null
	at_At4g30520 -	no entry	null
	at_At4g38830 -	no entry	null
	at_At5g01890 -	no entry	null
	at_At5g07180 -	no entry	null
	at_At5g15730 -	no entry	null
	at_At5g28680 -	no entry	null
	at_At5g37450 -	no entry	null
	at_At5g39000 -	no entry	null
	at_At5g39030 -	no entry	null
	at_At5g42440 -	no entry	null
	at_At5g47850 -	no entry	null
	at_At5g53320 -	no entry	null
	at_At5g58540 -	no entry	null
	at_At5g59270 -	no entry	null
	at_At5g59650 -	no entry	null
	at_At5g60320 -	no entry	null
	at_At5g61480 -	no entry	null
	at_At5g62710 -	no entry	null
	at_At1g06840 -	no entry	null
	at_At1g07650 -	no entry	null
	at_At1g08590 -	mips_10	"putative receptor kinase, CLV1"
	at_At1g14370 -	no entry	null
	at_At1g14390 -	no entry	null
	at_At1g21240 -	no entry	null
	at_At1g21270 -	mips_10	"putative protein"
	at_At1g27190 -	no entry	null
	at_At1g29720 -	no entry	null
	at_At1g30570 -	no entry	null
	at_At1g48210 -	no entry	null
	at_At1g49730 -	no entry	null
	at_At1g51790 -	no entry	null
	at_At1g51810 -	no entry	null
	at_At1g51830 -	no entry	null
	at_At1g51890 -	no entry	null
	at_At1g52310 -	no entry	null
	at_At1g56720 -	no entry	null
	at_At1g61420 -	no entry	null
	at_At1g61440 -	no entry	null
	at_At1g61860 -	no entry	null
	at_At1g66150 -	no entry	null
	at_At1g69270 -	no entry	null
	at_At1g75640 -	no entry	null
	at_At2g20300 -	no entry	null
	at_At2g25790 -	no entry	null
	at_At2g26330 -	no entry	null
	at_At2g27060 -	no entry	null
	at_At2g28930 -	no entry	null
	at_At2g28960 -	no entry	null
	at_At2g28970 -	no entry	null
	at_At2g28990 -	no entry	null
	at_At2g30740 -	no entry	null
	at_At2g31880 -	no entry	null
	at_At2g41820 -	no entry	null
	at_At3g07070 -	no entry	null
	at_At3g08680 -	no entry	null
	at_At3g17410 -	no entry	null
	at_At3g18810 -	no entry	null
	at_At3g19300 -	no entry	null
	at_At3g20530 -	no entry	null
	at_At3g20860 -	no entry	null
	at_At3g24400 -	no entry	null
	at_At3g24790 -	no entry	null
	at_At3g26940 -	no entry	null
	at_At3g45420 -	no entry	null
	at_At3g45440 -	no entry	null
	at_At3g46290 -	no entry	null
	at_At3g46400 -	no entry	null
	at_At3g46420 -	no entry	null
	at_At3g46760 -	no entry	null
	at_At3g51740 -	no entry	null
	at_At3g51990 -	no entry	null
	at_At3g55950 -	no entry	null
	at_At3g59110 -	no entry	null
	at_At3g59420 -	no entry	null
	at_At3g62220 -	no entry	null
	at_At4g04570 -	no entry	null
	at_At4g18950 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g21370 -	no entry	null
	at_At4g21400 -	no entry	null
	at_At4g23130 -	no entry	null
	at_At4g23180 -	no entry	null
	at_At4g23290 -	no entry	null
	at_At4g28650 -	no entry	null
	at_At4g29180 -	no entry	null
	at_At4g34440 -	no entry	null
	at_At4g34500 -	no entry	null
	at_At4g37250 -	no entry	null
	at_At5g01020 -	no entry	null
	at_At5g01950 -	no entry	null
	at_At5g02800 -	no entry	null
	at_At5g07150 -	no entry	null
	at_At5g10290 -	no entry	null
	at_At5g16500 -	no entry	null
	at_At5g16900 -	no entry	null
	at_At5g18500 -	no entry	null
	at_At5g18610 -	no entry	null
	at_At5g23170 -	no entry	null
	at_At5g24010 -	no entry	null
	at_At5g27510 -	no entry	null
	at_At5g38260 -	no entry	null
	at_At5g38280 -	no entry	null
	at_At5g38990 -	no entry	null
	at_At5g45780 -	no entry	null
	at_At5g48740 -	no entry	null
	at_At5g54380 -	no entry	null
	at_At5g59680 -	no entry	null
	at_At5g60270 -	no entry	null
	at_At5g62230 -	no entry	null
	at_At1g06700 -	no entry	null
	at_At1g10620 -	no entry	null
	at_At1g23540 -	no entry	null
	at_At1g24650 -	no entry	null
	at_At1g31420 -	no entry	null
	at_At1g49270 -	no entry	null
	at_At1g61400 -	no entry	null
	at_At1g66880 -	no entry	null
	at_At1g66930 -	no entry	null
	at_At1g69990 -	no entry	null
	at_At2g05940 -	no entry	null
	at_At2g07180 -	no entry	null
	at_At2g11530 -	no entry	null
	at_At2g14440 -	no entry	null
	at_At2g14510 -	no entry	null
	at_At2g18470 -	no entry	null
	at_At2g19230 -	no entry	null
	at_At2g23770 -	no entry	null
	at_At2g24360 -	no entry	null
	at_At2g28250 -	no entry	null
	at_At2g42290 -	no entry	null
	at_At2g42960 -	no entry	null
	at_At2g47060 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At3g26700 -	no entry	null
	at_At3g47110 -	no entry	null
	at_At4g02630 -	no entry	null
	at_At4g17660 -	no entry	null
	at_At4g21390 -	no entry	null
	at_At4g21410 -	no entry	null
	at_At4g22130 -	no entry	null
	at_At4g23270 -	no entry	null
	at_At4g32710 -	no entry	null
	at_At4g35600 -	no entry	null
	at_At5g01550 -	no entry	null
	at_At5g05160 -	no entry	null
	at_At5g06740 -	no entry	null
	at_At5g10520 -	no entry	null
	at_At5g14210 -	no entry	null
	at_At5g16000 -	no entry	null
	at_At5g38560 -	no entry	null
	at_At5g42120 -	no entry	null
	at_At5g45820 -	no entry	null
	at_At5g49660 -	no entry	null
	at_At5g49760 -	no entry	null
	at_At5g51350 -	no entry	null


------------------
Rule 2844
	scanregexp_protein_kinase_st(_orf_0,_scanregexp_id_1),hmmsmart_s_tkc(_orf_0,_hmmsmart_id_2),hmmsmart_tyrkc(_orf_0,_hmmsmart_id_3),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_5) = 0
	ipr_Tyrosine_protein_kinase(_orf_0,_ipr_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_1) = 1
	hmmpfam_pkinase(_orf_0,_hmmpfam_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3) = 0
	->  class mips_10_01 "intracellular signalling"

	Evaluation on training data (5760 items):
	at_At1g02970 -	mips_03_03	"hypothetical protein"
			mips_03_03_01
			mips_04_09
			mips_30_04
			mips_40_04
			mips_40_04_03
	at_At1g03740 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_23
			mips_30_04
			mips_30_04_05
	at_At1g04440 -	mips_06_07_03	"putative casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
	at_At1g05100 -	mips_01_02	"putative NPK1-related MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_05_04
			mips_14_10
			mips_14_10_02
	at_At1g06390 -	mips_14_01_03	"putative shaggy kinase iota protein"
			mips_25_05_07
	at_At1g08650	mips_04	"putative calcium-dependent protein kinase (U90439)"
			mips_04_09
			mips_06
			mips_10
			mips_10_01_01
			mips_14_04
			mips_14_04_03_01
			mips_25_05
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g08720	mips_01_04	"MAP kinase kinase kinase EDR1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At1g09000 -	mips_14_04_03	"NPK1-related protein kinase 1S (ANP1)"
			mips_14_04_03_01
			mips_30_04_05
	at_At1g10940 -	mips_01_04	"Ser/Thr kinase"
			mips_04_09
			mips_06_07
			mips_13_03
			mips_13_03_01
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g11050 -	mips_10_05	"Ser/Thr protein kinase isolog"
	at_At1g16140	mips_10	""
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At1g17910 -	mips_10_05	"hypothetical protein"
	at_At1g18350	mips_01_04	"MAP kinase kinase 5, putative"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_04_09
			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_25_05_25
			mips_30_04
			mips_40_04
			mips_40_04_03
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g21590	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_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_At1g25390	mips_10_01_01	"putative protein"
	at_At1g26150	mips_01	"Pto kinase interactor, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06
			mips_06_07
			mips_06_07_03
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
			mips_99
	at_At1g32320 -	mips_03	"MAP kinase, putative"
			mips_03_03
			mips_03_03_01
			mips_04_09
			mips_13
			mips_13_11
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g33770 -	mips_03_03_01_01	"protein kinase, putative"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g49160	mips_01_04	"putative kinase (At1g49160)"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_63_19
	at_At1g50990 -	mips_25_05_13	"hypothetical protein"
			mips_33_03_13
			mips_35_03_17
	at_At1g51170 -	mips_03_01_03	"putative serine/threonine protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g53050 -	mips_01_04	"cell division-related protein, putative"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At1g53570 -	mips_01_02_01	"MEK kinase MAP3Ka, putative"
			mips_01_02_01_07
	at_At1g54510 -	mips_01_04	"hypothetical protein"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At1g60940 -	mips_01_04	"putative serine/threonine-protein kinase"
			mips_04_09
			mips_06_07
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g66750 -	mips_01_04	"hypothetical protein"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07
			mips_06_07_03
			mips_25_05_25
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	at_At1g67580 -	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g68690	mips_01	"protein kinase, putative"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_13
			mips_13_07
			mips_13_11
			mips_13_11_03
			mips_13_11_03_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_05
			mips_14_01_05_01
			mips_40_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63
			mips_63_19
	at_At1g69220	mips_06_07_03	"putative serine/threonine kinase (At1g69220)"
			mips_10_01_05_01
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_48
	at_At1g70430	mips_04_05_01_04_01	"hypothetical protein"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_04_03_01
			mips_14_04_09
			mips_14_04_09_01
			mips_30_04_03
			mips_30_04_05
			mips_40_04_03
	at_At1g70460 -	mips_25_05_13	"putative protein kinase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g73450 -	mips_03_03_01_01	""
			mips_03_03_04
			mips_03_03_04_07
	at_At1g73460 -	mips_03	""
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_11
			mips_11_01
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_63_19
	at_At1g73670	mips_10_01_05	"putative MAP kinase (At1g73670)"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_13_05
			mips_14_04_03_01
			mips_30_04_05
	at_At1g76540 -	mips_03_03_01_01	"putative cell division control protein cdc2"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g77720 -	mips_03_01_03	"putative protein kinase"
			mips_03_03_01_01_05
			mips_06_07_03
	at_At1g78290	mips_03_03_01_02	"protein kinase 1 like protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g79640 -	mips_01_02	"hypothetical protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10_02
	at_At2g05060 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g25220	mips_10	"hypothetical protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At2g32510 -	mips_63_19	"putative protein kinase"
	at_At2g32850 -	mips_04_09	"serine/threonine protein kinase like protein"
			mips_06_07_03
			mips_13_07
			mips_25_05_25
			mips_40_04_03
	at_At2g37840 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_06_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At2g40120 -	mips_03_03_01_01	"protein kinase like protein"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g40500 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g40560 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At2g40870 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At2g41910 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g41920 -	mips_04_09	"putative protein kinase"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g41930 -	mips_04	"putative protein kinase"
			mips_04_09
			mips_06
			mips_25_05
			mips_30
			mips_40_04
			mips_40_04_03
	at_At2g42630	mips_06_07_03	"putative protein kinase"
			mips_10_01_05_01
	at_At2g45490 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04
			mips_40_04_03
	at_At3g10540	mips_01	"putative 3-phosphoinositide-dependent protein kinase-1"
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_63
			mips_63_19
	at_At3g11870 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At3g12200 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g13690	mips_01_01_01_11	"protein kinase, putative"
			mips_06_07_03
			mips_10_01_05_01
	at_At3g14720 -	mips_13_05	"putative MAP kinase"
			mips_20_25_16
	at_At3g15220 -	mips_14_04_03	"putative MAP kinase"
			mips_14_04_03_01
			mips_30_04_05
	at_At3g17850 -	mips_14_01_03	"protein kinase, putative"
			mips_14_04_03
			mips_14_04_03_01
	at_At3g18040	mips_10_01_05_01	"MAP kinase like protein"
			mips_10_01_05_01_03
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_14_10_02
	at_At3g20830 -	mips_04_09	"unknown protein"
			mips_40_04_03
	at_At3g21220	mips_03_03_01_02	"MAP kinase kinase 5"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g21450 -	mips_01_04	"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_At3g22750 -	mips_01_04	"putative protein kinase"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g24540 -	mips_10_05	"protein kinase, putative"
			mips_40_02
	at_At3g25250 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g28690	mips_10	"protein kinase, putative"
			mips_10_01_01
			mips_98
	at_At3g44200 -	mips_03_03_01_01	"protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_40_04_05
	at_At3g44610 -	mips_01_04	"protein kinase-like protein"
			mips_04_09
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g44850	mips_01	"putative protein"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
			mips_99
	at_At3g46140	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At3g46160 -	mips_14_10	"protein kinase -like"
			mips_14_10_02
	at_At3g50000	mips_01_04	"CASEIN KINASE II, ALPHA CHAIN 2 (CK II)"
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01
			mips_13_11
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g50500 -	mips_04_09	"protein kinase SPK-2"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At3g52530	mips_10_01_01	"putative protein"
	at_At3g53570	mips_03_03_01_02	"protein kinase (AME2/AFC1)"
			mips_03_03_01_03
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g57120 -	mips_10_05	"unknown protein"
	at_At3g57710	mips_10	"protein kinase - like protein"
			mips_10_01_01
	at_At3g59350 -	mips_10_05	"protein kinase-like protein"
	at_At3g59790	mips_01_04	"mitogen-activated protein kinase-like protein"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At3g61960 -	mips_01_04	"serine/threonine-protein kinase-like protein"
			mips_06_07
			mips_20
			mips_20_25
			mips_20_25_16
	at_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_At4g08470	mips_04_09	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_13
			mips_25
			mips_25_05
			mips_25_05_13
			mips_30
			mips_30_04
			mips_33_03_13
			mips_35_03_17
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At4g08500 -	mips_13_11_03	"MEKK1/MAP kinase kinase kinase"
			mips_13_11_03_13
			mips_40_04_03
	at_At4g08800 -	mips_04_09	"casein kinase I like protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At4g13020 -	mips_03_01_03	"serine/threonine-specific protein kinase MHK"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g14340 -	mips_06_07_03	"casein kinase I"
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At4g14480	mips_10_01	"kinase like protein"
			mips_10_01_01
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At4g14780 -	mips_01_04	"kinase like protein"
			mips_06_07
			mips_10_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
	at_At4g18710 -	mips_14_01_03	"shaggy-like protein kinase etha (EC 2.7.1.-)"
			mips_25_05_07
	at_At4g19110 -	mips_01_04	"putative serine/threonine-protein kinase"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At4g22940 -	mips_01_04	"putative cdc2 kinase homolog"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g25390	mips_10_01_99	"receptor kinase-like protein"
			mips_10_05
	at_At4g26890 -	mips_01_04	"putative NPK1-related protein kinase"
			mips_06_07
			mips_13_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_40_02
			mips_40_04
	at_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_At4g32250 -	mips_04_09	"putative protein"
			mips_25_05_25
			mips_40_04_03
	at_At4g33950	mips_10_01_05_01	"protein kinase like protein"
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_30_04_05
	at_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_At4g36950 -	mips_01_05_04	"MAP3K-like protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g03640 -	mips_01_02	"protein kinase -like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At5g07620	mips_10_01	"putative protein"
			mips_10_01_01
	at_At5g08160 -	mips_04_09	"serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g11410	mips_10_01	"putative protein"
			mips_10_01_01
			mips_10_05
	at_At5g12000 -	mips_01_01_01_11	"putative receptor - like kinase"
	at_At5g12090 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g14640 -	mips_25_05_07	"protein kinase MSK-3 - like"
	at_At5g18700 -	mips_01_04	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_07
			mips_30_04
			mips_30_04_05
	at_At5g19010 -	mips_03_03	"MAP kinase -like protein"
			mips_03_03_01
			mips_13_05
			mips_13_11
			mips_14_04_03_01
			mips_14_04_03_03
			mips_30_04_05
	at_At5g22840	mips_01_04	"serine protein kinase-like protein"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_10_01
			mips_10_01_01
			mips_40_03
			mips_63_19
	at_At5g26150 -	mips_01_01_01_11	"putative protein"
	at_At5g28290	mips_01_02_01	"serine (threonine) protein kinase - like"
			mips_01_02_01_07
			mips_10_01
			mips_10_01_01
			mips_63_19
	at_At5g41260 -	mips_25_05_13	"protein kinase-like"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g45430 -	mips_03_03_01_01_09	"serine/threonine-protein kinase Mak (male germ cell-associated kinase)-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At5g50000 -	mips_25_05_13	"protein kinase"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g51770	mips_10_01_99	"putative protein"
	at_At5g55560 -	mips_04_09	"putative protein"
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At5g55910 -	mips_03_01	"serine/threonine-specific protein kinase ATPK64 (pir||S20918)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At5g56460 -	mips_10_05	"protein kinase-like protein"
	at_At5g58940	mips_10	"receptor-like protein kinase precursor - like"
			mips_10_01
			mips_10_01_01
	at_At5g58950	mips_01_04	"protein kinase 6 - like"
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_63_19
	at_At5g59700	mips_10_01	"receptor-like protein kinase precursor - like"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At5g60090 -	mips_10_05	"protein kinase - like"
	at_At5g61350	mips_10_01	"receptor-like protein kinase precursor - like"
			mips_10_01_01
			mips_10_05
			mips_40_02
	at_At5g62310 -	mips_01_04	"IRE (root hair elongation)"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_01
			mips_14_01_03
			mips_25_03
	at_At5g63610	mips_10_01	"cdc2-like protein kinase-like protein"
			mips_11_01_99
			mips_14_01_99
			mips_63_19
	at_At5g63940 -	mips_10_05	"putative protein"
	at_At5g66710 -	mips_25_05_13	"protein kinase ATN1-like protein"
			mips_33_03_13
			mips_35_03_17
	at_At5g66880	mips_01	"protein kinase, 41K (EC 2.7.1.-) (pir||S71172)"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_02
			mips_03_03_01_03
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_30
			mips_30_04
			mips_30_04_05
			mips_40
			mips_40_10
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
			mips_63_19
			mips_98
	at_At5g67080 -	mips_03_03	"protein kinase-like protein"
			mips_03_03_01
			mips_04_09
			mips_05
			mips_06_07
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
	Training Accuracy: 45/130 (34.62%)
	Training Frequency class 'mips_10_01': 444/5760 (7.71%)

	Evaluation on validation data (2885 items):
	at_At1g01450	mips_01_04	"hypothetical protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_14_10
			mips_14_10_02
	at_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_At1g09440 -	mips_10_05	"putative ser/thr protein kinase"
	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_At1g16760 -	mips_01_01_01_11	"hypothetical protein"
	at_At1g18160 -	mips_20_20	"hypothetical protein"
			mips_20_20_18
	at_At1g18670 -	mips_01_04	"hypothetical protein"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_23
	at_At1g19390 -	mips_06_04	"wall-associated kinase 2, putative"
			mips_08
			mips_08_13
			mips_11_05
			mips_11_05_01
	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_At1g53510	mips_10_01_05_01	"mitogen-activated protein kinase homologue"
			mips_10_01_05_01_03
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_14_10
			mips_14_10_02
	at_At1g53700 -	mips_14_01_03	"auxin-induced protein kinase, putative"
	at_At1g54610 -	mips_03_03_01_01_09	"Unknown protein (T22H22.5)"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g54960 -	mips_04_09	"NPK1-related protein kinase 2 (ANP2)"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At1g57700 -	mips_03_01_03	""
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_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_At1g61590 -	mips_10_05	"putative protein"
	at_At1g70450	mips_10_01	"putative protein kinase"
			mips_10_01_01
	at_At1g73660 -	mips_01_04	"putative protein kinase"
	at_At1g73690 -	mips_03_03_01_01	"cell division protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g74490	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_99
	at_At1g79250 -	mips_01_04	"hypothetical protein"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
	at_At2g01450	mips_10_01_05_01	"putative MAP kinase"
			mips_10_01_05_01_03
			mips_13_03
			mips_13_03_01
			mips_13_05
	at_At2g24370 -	mips_01_01_01	"putative protein kinase"
			mips_01_01_01_11
	at_At2g25880 -	mips_04_09	"putative protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At2g30980 -	mips_14_01	"putative shaggy-like protein kinase dzeta"
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At2g36350 -	mips_03_03_04	"putative protein kinase"
			mips_03_03_04_07
	at_At2g40580	mips_01_04	"putative protein kinase"
			mips_03_03_01_02
			mips_03_03_01_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_14_10
			mips_14_10_02
			mips_62
			mips_62_01
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At2g44830 -	mips_01_02	"protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10_02
	at_At2g46070	mips_01_04	"putative mitogen-activated protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_10_05
			mips_11
			mips_11_01
			mips_11_01_03
			mips_13
			mips_13_05
			mips_13_05_99
			mips_13_11
			mips_20
			mips_20_05
			mips_20_25
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_63_19
	at_At3g09010	mips_10_01	"putative receptor ser/thr protein kinase"
			mips_10_01_01
			mips_10_05
	at_At3g24720 -	mips_01	"protein kinase, putative"
			mips_01_04
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_25
			mips_25_05
			mips_25_05_13
			mips_25_05_25
			mips_30
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_40_03
			mips_40_04
			mips_40_04_03
			mips_98
	at_At3g46930	mips_06_07_03	"protein kinase 6-like protein"
			mips_10_01_05
			mips_10_01_05_01
	at_At3g48750 -	mips_03_01_03	"protein kinase (cdc2)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g53640	mips_06_07_03	"protein kinase -like protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_14_01_03
			mips_14_04_03
			mips_14_04_03_01
	at_At3g53930 -	mips_14_04_03_01	"putative protein"
			mips_30_04_05
	at_At3g55450 -	mips_10_05	"serine/threonine-specific protein kinase -like"
	at_At4g08480 -	mips_01_04	"putative mitogen-activated protein kinase"
			mips_04_09
			mips_11_05_01
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At4g10010 -	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_05
			mips_25_05_23
	at_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_At4g13000 -	mips_01_02	"putative protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_06_07
			mips_11_01
			mips_13_11
			mips_14_10
			mips_14_10_02
	at_At4g26070 -	mips_01_02_01	"MEK1"
			mips_01_02_01_07
			mips_04_09
			mips_40_04_03
	at_At4g26610 -	mips_01_04	"putative protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g28980	mips_01	"Cdk-activating kinase 1At (cak1At)"
			mips_01_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_04
			mips_04_09
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_04
			mips_40_02
			mips_40_04
			mips_40_04_03
			mips_63
			mips_63_19
	at_At4g29810 -	mips_01_02	"MAP kinase kinase 2"
			mips_01_02_01
			mips_01_02_01_07
			mips_14_10
			mips_14_10_02
	at_At4g35230 -	mips_10_05	"unknown protein"
	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_At5g01850 -	mips_14_04_03	"protein kinase ATN1-like protein"
			mips_14_04_03_01
			mips_25_05_13
			mips_30_04
			mips_30_04_05
			mips_33_03_13
			mips_35_03_17
	at_At5g03320 -	mips_10_05	"protein kinase - like"
	at_At5g38210	mips_10_01	"protein kinase - like protein"
			mips_10_01_01
	at_At5g41730	mips_06_07_03	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
	at_At5g43320 -	mips_03_01_05_01	"casein kinase I"
			mips_20_11
			mips_62_01
			mips_62_01_01
	at_At5g44100	mips_01_04	"casein kinase I"
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
	at_At5g47070	mips_10_01	"protein serine/threonine kinase-like"
			mips_10_01_01
	at_At5g50180	mips_01_04	"protein kinase ATN1-like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At5g55090 -	mips_01_04	"putative protein"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_10
			mips_14_10_02
			mips_63_19_03
	at_At5g56580	mips_01_02	"protein kinase MEK1 homolog"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_04
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_99
			mips_14_01
			mips_14_01_05
			mips_14_01_05_01
			mips_14_01_99
			mips_14_04_07
			mips_14_10
			mips_14_10_02
			mips_33
			mips_33_03
			mips_33_03_09
			mips_33_03_09_01
			mips_35
			mips_35_03
			mips_35_03_05
			mips_35_03_05_09
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
	at_At5g66850 -	mips_01_02	"MAP protein kinase like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	Validation Accuracy: 22/59 (37.29%)
	Validation Frequency class 'mips_10_01': 223/2885 (7.73%)

	Evaluation on propertest data (4430 items):
	at_At1g03930 -	mips_01_04	"putative protein kinase, ADK1"
			mips_06_07
			mips_06_07_03
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_63_19_03
	at_At1g09600 -	mips_03_03_01_01_09	"putative protein kinase"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g11140	mips_06_07_03	"leucine-rich repeat transmembrane protein kinase, putative"
			mips_10_01_05_01
	at_At1g13350 -	mips_03_03_01_01	"Unknown protein"
	at_At1g16440 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g17540	mips_01_01	"protein kinase, putative"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_01
			mips_10_01_01
			mips_10_05
	at_At1g18040 -	mips_03_03_01_01_09	"putative protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_40_04_03
	at_At1g18150	mips_01_04	"putative protein"
			mips_03_03
			mips_06_07
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01
			mips_13_03
			mips_13_03_01
			mips_13_05
			mips_14_10
			mips_14_10_02
	at_At1g20650 -	mips_10_05	"hypothetical protein"
	at_At1g20930 -	mips_01	"putative cell division control protein, cdc2 kinase"
			mips_01_04
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_06_07
			mips_06_07_03
			mips_40
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At1g45160 -	mips_01_04	"similar to IRE homolog 1 dbj|BAA89784.1"
			mips_14_01
			mips_14_01_03
			mips_14_10
			mips_14_10_02
			mips_25_03
			mips_63_17
			mips_63_17_01
	at_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_At1g50230 -	mips_04_09	"hypothetical protein"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At1g51660 -	mips_04	"putative protein"
			mips_04_09
			mips_06
			mips_10
			mips_25_05
			mips_30
			mips_40
			mips_40_04
			mips_40_04_03
			mips_63_19
	at_At1g54820	mips_10_01_01	"hypothetical protein"
	at_At1g55200	mips_06_07_03	"protein kinase, putative"
			mips_10_01_05_01
	at_At1g62400 -	mips_04_09	"hypothetical protein"
			mips_40_04_03
	at_At1g63700 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At1g64300	mips_10_01_05_05	"phytochrome, putative (At1g64300)"
			mips_10_01_05_05_01
			mips_10_01_09
			mips_10_01_09_07
			mips_10_05_01
			mips_10_05_99
			mips_13_01
			mips_13_01_01
			mips_13_01_03
			mips_13_03
			mips_13_03_01
			mips_13_03_05
			mips_13_11_03
			mips_13_11_03_13
			mips_20_05
			mips_20_25_01
			mips_20_25_03
			mips_20_25_03_01
			mips_20_25_03_01_01
			mips_20_25_07
			mips_20_25_07_03
			mips_30_02
	at_At1g66910 -	mips_10_05	"receptor serine/threonine kinase PR5K, putative"
	at_At1g69790	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At1g72710 -	mips_01_04	"putative casein kinase I"
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_30_04_05
			mips_63_17
			mips_63_17_01
			mips_63_19_03
	at_At1g72760 -	mips_01_01_01_11	"putative protein kinase"
	at_At1g73500	mips_03_03_01_02	"unknown protein"
			mips_03_03_01_03
			mips_04_09
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_25_05_25
			mips_40_04_03
			mips_62_01
			mips_62_01_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At1g74330 -	mips_03_03_01_01	"putative protein kinase"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At1g78940 -	mips_01_01_01_11	"hypothetical protein"
	at_At1g80870 -	mips_06_07	"protein kinase, putative"
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_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_At2g19400	mips_01_04	"putative protein kinase"
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_25
			mips_25_05
			mips_25_05_10
			mips_25_05_13
			mips_25_05_17
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
			mips_63_19
	at_At2g19470 -	mips_03_01_05_01	"putative casein kinase I"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At2g23030 -	mips_04_09	"putative protein kinase"
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At2g23070 -	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
			mips_13_11
	at_At2g23080 -	mips_03_03_01_01	"putative casein kinase II catalytic (alpha) subunit"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_04_09
			mips_06_07_03
			mips_25_05_25
			mips_40_04_03
	at_At2g28940	mips_10_01	"putative protein kinase"
			mips_10_01_01
	at_At2g30040 -	mips_14_10	"putative protein kinase"
			mips_14_10_02
	at_At2g32800 -	mips_25_05_10	"putative protein kinase"
			mips_25_05_13
			mips_25_05_17
			mips_33_03_13
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_17
	at_At2g34290 -	mips_04_09	"putative protein kinase"
			mips_25_05_25
			mips_40_04_03
	at_At2g34650 -	mips_01_02	"putative protein kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_14_10
			mips_14_10_02
	at_At2g38620 -	mips_03_01	"putative cell division control protein kinase"
			mips_03_01_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At2g39110	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At2g42550 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At2g42880 -	mips_04_09	"MAP kinase 4 homolog"
			mips_13_05
			mips_14_10_02
			mips_30_04
			mips_40_04_03
	at_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_At2g45590 -	mips_01_04	"putative 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_At2g48010 -	mips_33_03_13	"protein kinase like protein"
			mips_35_03_17
	at_At3g09830	mips_10	"putative protein kinase"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_98
	at_At3g12690 -	mips_14_10	"protein kinase, putative"
			mips_14_10_02
	at_At3g14370 -	mips_03_03_01	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At3g17750 -	mips_03_03_01	"protein kinase, putative"
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_06
			mips_40_10
	at_At3g18750 -	mips_01_04	"mitogen activated protein kinase kinase, putative"
			mips_13_07
			mips_30_04
	at_At3g22420 -	mips_03_03_01_02	"putative protein kinase"
			mips_03_03_01_03
	at_At3g25840 -	mips_03_01	"protein kinase, putative"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
	at_At3g27560	mips_06_07_03	"putative protein kinase, ATN1"
			mips_10_01_05_01
	at_At3g27580 -	mips_14_10	"serine/threonine-protein kinase, PK7"
			mips_14_10_02
			mips_63_17_01
	at_At3g45240 -	mips_04_09	"putative protein kinase"
			mips_40_04_03
	at_At3g45640	mips_10_01_05	"mitogen-activated protein kinase 3"
			mips_10_01_05_01
			mips_10_01_05_01_03
			mips_11_01_03
			mips_13_05
			mips_13_05_99
			mips_20_05
			mips_20_25_16
			mips_20_25_16_03
			mips_20_25_16_03_01
			mips_20_25_16_07
	at_At3g45670	mips_01_04	"putative protein kinase"
			mips_03_03_01_01
			mips_03_03_01_01_11
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_40_04_05
	at_At3g45790	mips_04_09	"putative protein"
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_10_01_09
			mips_10_01_09_03
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_40_04_03
	at_At3g48260 -	mips_03_03	"protein kinase -like protein"
			mips_03_03_01
			mips_06_07_03
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_63_19_03
	at_At3g50310 -	mips_01_04	"protein kinase -like protein"
			mips_14_10
			mips_14_10_02
	at_At3g50720	mips_06_07_03	"protein kinase ATN1 -like protein"
			mips_10_01_05_01
	at_At3g50730	mips_01_04	"protein kinase ATN1 - like protein"
			mips_06_07
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
			mips_10_05
			mips_20
	at_At3g51550	mips_10	"receptor protein kinase like protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_40
			mips_40_02
			mips_98
	at_At3g51630 -	mips_01_05_04	"MAP kinase like protein"
	at_At3g54180 -	mips_03_03_01_01_09	"protein kinase cdc2 homolog B"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At3g58640 -	mips_04_09	"unknown protein"
			mips_30_04
			mips_40_04_03
	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_At3g63260	mips_01_04	"ATMRK1"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_01
	at_At4g00720 -	mips_14_01_03	"Shaggy related protein kinase tetha"
			mips_25_05_07
	at_At4g01330	mips_10_01	"putative protein kinase"
			mips_10_01_01
			mips_10_05
	at_At4g02010 -	mips_10_05	"putative NAK-like ser/thr protein kinase"
	at_At4g10730	mips_10_01_09	"putative protein kinase"
			mips_10_01_09_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
	at_At4g13190	mips_10_01_01	"putative protein"
	at_At4g24100 -	mips_04_09	"putative protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04_05
			mips_40_04_03
	at_At4g24480	mips_01_04	"putative protein kinase"
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06_07
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_20
			mips_20_20_18
			mips_63_17
			mips_63_17_01
			mips_63_19
	at_At4g24740 -	mips_03_01	"protein kinase (AFC2)"
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g31170	mips_01_04	"protein kinase - like protein"
			mips_06_07
			mips_10_01
			mips_10_05
			mips_63_01
			mips_63_19
			mips_67
			mips_67_04
	at_At4g32660 -	mips_03_03_01_01	"protein kinase (AME3)"
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At4g32830 -	mips_04_09	"putative serine/threonine protein kinase"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At4g40010 -	mips_01_04	"putative serine/threonine protein kinase"
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g03730	mips_06_07_03	"SERINE/THREONINE-PROTEIN KINASE CTR1"
			mips_10_01_05_01
	at_At5g07140 -	mips_01_04	"unknown protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_01_01
			mips_14_10
			mips_14_10_02
	at_At5g08590	mips_10_01_01	"serine/threonine-protein kinase"
			mips_14_10
			mips_14_10_02
			mips_63_19
	at_At5g10270 -	mips_01_04	"cdc2-like protein kinase"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
	at_At5g11850 -	mips_20_20	"MAP3K like protein kinase"
			mips_20_20_18
			mips_25_05_09
	at_At5g14720 -	mips_14_04_03	"protein kinase -like protein"
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04_05
	at_At5g26751 -	mips_01_04	"shaggy-like kinase alpha"
			mips_14_01
			mips_14_01_03
			mips_25_03
			mips_25_05_07
			mips_30_04
	at_At5g27790 -	mips_01_04	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_14_10
			mips_14_10_02
			mips_30_04
			mips_30_04_05
	at_At5g35380 -	mips_14_04_03_01	"putative protein"
	at_At5g35960 -	mips_10_05	"serine/threonine protein kinase-like"
	at_At5g35980 -	mips_14_04_03	"protein kinase-like"
			mips_14_04_03_01
			mips_30_04_05
	at_At5g39020 -	mips_10_05	"receptor protein kinase - like protein"
			mips_40_02
	at_At5g39420 -	mips_01_04	"cyclin-dependent kinase CDC2C (CDC2CAt)"
			mips_03_01_03
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
	at_At5g40540 -	mips_04_09	"protein kinase - like protein"
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04_05
			mips_40_04_03
	at_At5g41990 -	mips_01_05_04	"MAP kinase"
			mips_06_07_03
			mips_13_07
	at_At5g44290 -	mips_03_03_01_01_09	"cyclin-dependent protein kinase-like protein"
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07_03
	at_At5g47750	mips_01	"protein kinase (EC 2.7.1.37) 5 (pir||JN0505)"
			mips_01_04
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_99
			mips_11
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At5g50860 -	mips_14_04_03	"cyclin-dependent protein kinase-like"
			mips_14_04_03_01
			mips_30_04_05
	at_At5g56890	mips_10_01_01	"putative protein"
			mips_14_01_03
	at_At5g58350 -	mips_01_02	"MAP kinase"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_01_05
			mips_01_05_04
			mips_06_07
			mips_10_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_14
			mips_14_10
			mips_14_10_02
			mips_40_03
			mips_63_19
	at_At5g58520 -	mips_01_04	"protein kinase - like"
			mips_04_09
			mips_25_05_13
			mips_25_05_25
			mips_30_04
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_04_03
	at_At5g60550 -	mips_01_02	"serine/threonine-protein kinase - like protein"
			mips_01_02_01
			mips_01_02_01_07
			mips_01_04
			mips_04_09
			mips_14_10
			mips_14_10_02
			mips_25_05_25
			mips_30_04
			mips_40_04_03
	at_At5g63370 -	mips_01_04	"protein kinase"
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_03_03_04
			mips_03_03_04_07
			mips_06_07
			mips_06_07_03
			mips_40_03
			mips_63_19
	at_At5g63650 -	mips_01_04	"serine/threonine-protein kinase"
			mips_01_05_04
			mips_04_09
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_30_04
			mips_30_04_05
			mips_40_04_03
	at_At5g64960 -	mips_01_04	"cdc2-like protein kinase"
			mips_03_01_01
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_25_05_15
	at_At5g65530 -	mips_10_05	"putative protein"
	at_At5g67380	mips_03_03_01_01	"casein kinase II catalytic subunit (ATPK12D)"
			mips_03_03_01_01_09
			mips_06_07_03
			mips_10_01_05_01
			mips_10_01_05_01_99
			mips_62_01
			mips_62_01_01
	Propertest Accuracy: 32/107 (29.91%)
	Propertest Frequency class 'mips_10_01': 370/4430 (8.35%)

	New (unknown) data (2885 items):
	at_At1g01540 -	no entry	null
	at_At1g07150 -	no entry	null
	at_At1g07570 -	mips_10	"protein kinase APK1A"
	at_At1g12580 -	no entry	null
	at_At1g12680 -	no entry	null
	at_At1g16120 -	no entry	null
	at_At1g16130 -	no entry	null
	at_At1g16260 -	no entry	null
	at_At1g18390 -	no entry	null
	at_At1g26970 -	no entry	null
	at_At1g28390 -	no entry	null
	at_At1g52290 -	no entry	null
	at_At1g69910 -	no entry	null
	at_At1g71530 -	no entry	null
	at_At1g72540 -	no entry	null
	at_At1g76370 -	no entry	null
	at_At1g79680 -	no entry	null
	at_At2g02800 -	no entry	null
	at_At2g07020 -	no entry	null
	at_At2g17220 -	no entry	null
	at_At2g17520 -	no entry	null
	at_At2g21480 -	no entry	null
	at_At2g23450 -	no entry	null
	at_At2g26290 -	no entry	null
	at_At2g30730 -	no entry	null
	at_At2g39180 -	no entry	null
	at_At2g39360 -	no entry	null
	at_At2g39660 -	no entry	null
	at_At2g40270 -	no entry	null
	at_At2g41970 -	no entry	null
	at_At3g09240 -	no entry	null
	at_At3g17420 -	no entry	null
	at_At3g19100 -	no entry	null
	at_At3g21630 -	no entry	null
	at_At3g24550 -	no entry	null
	at_At3g50530 -	no entry	null
	at_At3g53840 -	no entry	null
	at_At3g54030 -	no entry	null
	at_At3g56760 -	no entry	null
	at_At3g57720 -	no entry	null
	at_At3g57740 -	no entry	null
	at_At3g57770 -	no entry	null
	at_At3g58690 -	no entry	null
	at_At3g63280 -	no entry	null
	at_At4g00330 -	no entry	null
	at_At4g00710 -	no entry	null
	at_At4g00960 -	no entry	null
	at_At4g04700 -	no entry	null
	at_At4g10390 -	no entry	null
	at_At4g11890 -	no entry	null
	at_At4g23230 -	no entry	null
	at_At4g31100 -	no entry	null
	at_At4g31220 -	no entry	null
	at_At4g32000 -	no entry	null
	at_At4g33430 -	no entry	null
	at_At5g02290 -	no entry	null
	at_At5g04510 -	no entry	null
	at_At5g13160 -	no entry	null
	at_At5g15080 -	no entry	null
	at_At5g15730 -	no entry	null
	at_At5g20050 -	no entry	null
	at_At5g24430 -	no entry	null
	at_At5g25440 -	no entry	null
	at_At5g28080 -	no entry	null
	at_At5g28680 -	no entry	null
	at_At5g37790 -	no entry	null
	at_At5g39000 -	no entry	null
	at_At5g39030 -	no entry	null
	at_At5g42440 -	no entry	null
	at_At5g47850 -	no entry	null
	at_At5g58540 -	no entry	null
	at_At1g01740 -	no entry	null
	at_At1g14370 -	no entry	null
	at_At1g16150 -	no entry	null
	at_At1g16160 -	no entry	null
	at_At1g24030 -	no entry	null
	at_At1g30570 -	no entry	null
	at_At1g48210 -	no entry	null
	at_At1g49580 -	no entry	null
	at_At1g49730 -	no entry	null
	at_At1g51620 -	no entry	null
	at_At1g51870 -	no entry	null
	at_At1g52540 -	no entry	null
	at_At1g56720 -	no entry	null
	at_At1g61860 -	no entry	null
	at_At1g66460 -	no entry	null
	at_At1g66920 -	no entry	null
	at_At1g67000 -	no entry	null
	at_At1g69730 -	no entry	null
	at_At1g76360 -	no entry	null
	at_At1g77280 -	no entry	null
	at_At2g16750 -	no entry	null
	at_At2g17170 -	no entry	null
	at_At2g17530 -	no entry	null
	at_At2g18890 -	no entry	null
	at_At2g20300 -	no entry	null
	at_At2g23200 -	no entry	null
	at_At2g28590 -	no entry	null
	at_At2g28930 -	no entry	null
	at_At2g30740 -	no entry	null
	at_At2g30940 -	no entry	null
	at_At2g41140 -	no entry	null
	at_At2g46700 -	no entry	null
	at_At3g07070 -	no entry	null
	at_At3g08760 -	no entry	null
	at_At3g17410 -	no entry	null
	at_At3g18810 -	no entry	null
	at_At3g19300 -	no entry	null
	at_At3g20530 -	no entry	null
	at_At3g20860 -	no entry	null
	at_At3g24400 -	no entry	null
	at_At3g24790 -	no entry	null
	at_At3g26940 -	no entry	null
	at_At3g46290 -	no entry	null
	at_At3g46400 -	no entry	null
	at_At3g46410 -	no entry	null
	at_At3g46760 -	no entry	null
	at_At3g51990 -	no entry	null
	at_At3g52890 -	no entry	null
	at_At3g53030 -	no entry	null
	at_At3g55950 -	no entry	null
	at_At3g56050 -	no entry	null
	at_At3g57700 -	no entry	null
	at_At3g57730 -	no entry	null
	at_At3g59110 -	no entry	null
	at_At3g62220 -	no entry	null
	at_At4g20940 -	no entry	null
	at_At4g23240 -	no entry	null
	at_At4g31110 -	no entry	null
	at_At4g34440 -	no entry	null
	at_At4g34500 -	no entry	null
	at_At4g39110 -	no entry	null
	at_At5g01020 -	no entry	null
	at_At5g01060 -	no entry	null
	at_At5g02070 -	no entry	null
	at_At5g02800 -	no entry	null
	at_At5g11020 -	no entry	null
	at_At5g11400 -	no entry	null
	at_At5g13290 -	no entry	null
	at_At5g16500 -	no entry	null
	at_At5g18500 -	no entry	null
	at_At5g18610 -	no entry	null
	at_At5g20930 -	no entry	null
	at_At5g22050 -	no entry	null
	at_At5g23170 -	no entry	null
	at_At5g24010 -	no entry	null
	at_At5g27510 -	no entry	null
	at_At5g35580 -	no entry	null
	at_At5g38240 -	no entry	null
	at_At5g38250 -	no entry	null
	at_At5g38260 -	no entry	null
	at_At5g38990 -	no entry	null
	at_At5g40030 -	no entry	null
	at_At5g41680 -	no entry	null
	at_At5g46080 -	no entry	null
	at_At5g46570 -	no entry	null
	at_At5g54380 -	no entry	null
	at_At5g56790 -	no entry	null
	at_At5g57670 -	no entry	null
	at_At5g59010 -	no entry	null
	at_At5g61570 -	no entry	null
	at_At5g63410 -	no entry	null
	at_At1g06700 -	no entry	null
	at_At1g10620 -	no entry	null
	at_At1g16110 -	no entry	null
	at_At1g16670 -	no entry	null
	at_At1g23540 -	no entry	null
	at_At1g48220 -	no entry	null
	at_At1g49270 -	no entry	null
	at_At1g63500 -	no entry	null
	at_At1g64630 -	no entry	null
	at_At1g66880 -	no entry	null
	at_At1g66930 -	no entry	null
	at_At1g70740 -	no entry	null
	at_At1g78530 -	no entry	null
	at_At1g79670 -	no entry	null
	at_At1g80640 -	no entry	null
	at_At2g05940 -	no entry	null
	at_At2g07180 -	no entry	null
	at_At2g11530 -	no entry	null
	at_At2g17090 -	no entry	null
	at_At2g18470 -	no entry	null
	at_At2g24360 -	no entry	null
	at_At2g28250 -	no entry	null
	at_At2g31010 -	no entry	null
	at_At2g42960 -	no entry	null
	at_At2g43230 -	no entry	null
	at_At2g46850 -	no entry	null
	at_At2g47060 -	no entry	null
	at_At3g15890 -	no entry	null
	at_At3g25490 -	no entry	null
	at_At3g26700 -	no entry	null
	at_At3g49370 -	no entry	null
	at_At3g57750 -	no entry	null
	at_At4g02630 -	no entry	null
	at_At4g11500 -	no entry	null
	at_At4g17660 -	no entry	null
	at_At4g22130 -	no entry	null
	at_At4g32710 -	no entry	null
	at_At4g35030 -	no entry	null
	at_At4g35600 -	no entry	null
	at_At5g10520 -	no entry	null
	at_At5g18910 -	no entry	null
	at_At5g38560 -	no entry	null
	at_At5g54590 -	no entry	null
	at_At5g60080 -	no entry	null
	at_At5g66790 -	no entry	null


------------------
Rule 150
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	profscan_gly_rich(_orf_0,_profscan_id_1),seg(_orf_0) = 0
	ipr_Cytochrome_P450(_orf_0,_ipr_1),hmmpfam_p450(_orf_0,_hmmpfam_id_2) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	profscan_ser_rich(_orf_0,_profscan_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),seg(_orf_0) = 0
	profscan_glu_rich(_orf_0,_profscan_id_1),profscan(_orf_0,_profscan_id_1,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	profscan_lys_rich(_orf_0,_profscan_id_1),seg(_orf_0) = 0
	profscan_pro_rich(_orf_0,_profscan_id_1) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),seg(_orf_0) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5760 items):
	at_At1g03630	mips_01_01	"protochlorophyllide reductase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_At1g03890	mips_01_05_01_01_03	"putative cruciferin 12S seed storage protein"
			mips_02_13
			mips_65
	at_At1g06030	mips_02	"fructokinase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g06870 -	mips_06_07_11	"chloroplast thylakoidal processing peptidase like protein"
			mips_08_16
			mips_08_16_05
			mips_40_01
			mips_40_30
	at_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_At1g11040 -	mips_03_03_01_01	"DnaJ isolog"
			mips_03_03_01_01_01
			mips_03_03_01_02
			mips_11_01_05
	at_At1g14310 -	mips_06_07_03	"hypothetical protein"
	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_At1g15140 -	mips_01	"Unknown protein (At1g15140; F9L1.8)"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_13
			mips_06
			mips_40
			mips_67
			mips_67_15
	at_At1g17010 -	mips_01_20	"SRG1-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g17960 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_04_03
			mips_04_03_01
			mips_05
			mips_05_04
			mips_05_10
	at_At1g19450	mips_01_05_07	"integral membrane protein, putative"
			mips_08_19
			mips_67
			mips_67_07
	at_At1g20380 -	mips_20_25_16	"hypothetical protein"
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_07
	at_At1g20840	mips_01_05_07	"putative sugar transporter protein"
			mips_08_19
			mips_67_07
	at_At1g23470 -	mips_01_20_99	"putative polygalacturonase precursor"
	at_At1g24340	mips_01	"hypothetical protein"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_01_20_33
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_07
			mips_11_07_03
			mips_40_03
			mips_67
			mips_67_15
			mips_98
	at_At1g30040 -	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g31410 -	mips_08_19	"hypothetical protein"
			mips_40_27_03
			mips_63_99
			mips_67_50_25
	at_At1g32080 -	mips_30_34	"unknown protein"
			mips_40_30
	at_At1g47630 -	mips_01_06_01	"hypothetical protein"
			mips_01_06_04
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g50310	mips_01_05_04	"hexose transporter, putative"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At1g51720 -	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_04
			mips_01_02
			mips_01_02_01
	at_At1g54370 -	mips_67_01	"Na+/H+ exchanger 5 (NHX5)"
			mips_67_50_05
	at_At1g58440	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_13
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
	at_At1g62830 -	mips_01_20_17_03	"flavin-containing amine oxidase"
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At1g62960 -	mips_01_01_01	"1-aminocyclopropane-1-carboxylate synthase, putative"
			mips_01_01_10_03
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g63340 -	mips_01_01_99	"unknown protein"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_11_07_03
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_21
			mips_63_21_05
			mips_63_21_07
	at_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_At1g64670	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_40_19
	at_At1g70820	mips_01_05_01_03	""
			mips_01_05_01_03_01
	at_At1g71170	mips_01_01	"dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_40_16
	at_At1g72820	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g73480 -	mips_01_06_04	"putative lysophospholipase (At1g73480)"
			mips_02_25
	at_At1g75330 -	mips_01_01	"ornithine carbamoyltransferase precursor"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_03_04
			mips_01_03_04_03
			mips_40_03
			mips_40_16
			mips_63_19
	at_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_At1g78180	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At1g79900	mips_01_05_07	"putative carnitine/acylcarnitine translocase"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At2g04720 -	mips_08_16	"putative GTP-binding protein"
			mips_40_08
			mips_63_19_05
	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_At2g16130	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g22500	mips_01_05_07	"putative mitochondrial dicarboxylate carrier protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At2g22810 -	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACS4)"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At2g22830	mips_02	"putative squalene epoxidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20
			mips_01_20_13
			mips_02_11
			mips_13_11
			mips_13_11_03
			mips_13_11_03_01
			mips_20
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
			mips_67_15
	at_At2g22840 -	mips_25_03	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At2g25610 -	mips_08_13	"putative vacuolar ATP synthase proteolipid subunit"
			mips_40_25
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g33820	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At2g37060 -	mips_04_05_01_04_03	"putative CCAAT-box binding trancription factor"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g38880 -	mips_04_05_01_04_03	"putative CCAAT-binding transcription factor subunit"
			mips_62_01
			mips_62_01_07
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At2g39540 -	mips_20_20	"similar to gibberellin-regulated proteins"
			mips_20_20_18
	at_At2g41250	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_02_19
			mips_06_07_03
			mips_40_19
	at_At2g43330	mips_01_05_07	"membrane transporter like protein"
			mips_08_19
			mips_67_07
	at_At2g43400 -	mips_01_06_01_05	"putative electron transfer flavoprotein ubiquinone oxidoreductase"
			mips_01_06_01_07
			mips_02_13
			mips_02_25
			mips_40_26
			mips_40_26_03
	at_At2g46320	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	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_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_At3g08580 -	mips_01_03_19	"adenylate translocator"
			mips_08_04
			mips_67_16
	at_At3g10080	mips_01_05_01_01_03	"germin-like protein"
			mips_02_13
	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_At3g15710 -	mips_06_07_11	"putative signal peptidase 21kDa subunit"
			mips_08_16
			mips_08_16_05
	at_At3g24200	mips_02	"monooxygenase, putatve"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_02_11
			mips_40_07
			mips_40_16
			mips_40_99
			mips_67_15
	at_At3g25530 -	mips_01_01_01_15	"putative protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_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_At3g42850	mips_01_05_04	"arabinose kinase - like protein"
			mips_01_20_01
	at_At3g51870	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At3g59480	mips_01_05_01_01_01	"fructokinase-like protein"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At4g01690 -	mips_01_07_01	"protoporphyrinogen oxidase"
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_07
	at_At4g01840 -	mips_13_05	"putative potassium channel"
			mips_67_01
			mips_67_01_01
	at_At4g02050	mips_01_05_07	"putative hexose transporter"
			mips_08_19
			mips_67_07
	at_At4g03050 -	mips_01_20_17_07	"2-oxoglutarate-dependent dioxygenase (AOP3)"
			mips_20_20
			mips_20_20_18
	at_At4g04350 -	mips_04_05_05_01	"putative leucyl tRNA synthetase"
			mips_05_10
	at_At4g10050	mips_01_05_01_01	"lipase like protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_02_11_05
			mips_06_07_99
			mips_62_01_01
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At4g10320 -	mips_05_10	"isoleucine-tRNA ligase - like protein"
	at_At4g15960	mips_01_05_01_01_09	"putative epoxide hydrolase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_40_19
	at_At4g16310 -	mips_01_20_17_03	"hypothetical protein"
			mips_01_20_50
			mips_13_03
			mips_13_03_01
	at_At4g16480	mips_01_05_07	"membrane transporter like protein"
			mips_01_06_13
			mips_02_11
			mips_08_19
			mips_67_07
			mips_67_15
	at_At4g16770 -	mips_01_01_99	"gibberellin oxidase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_14
			mips_14_01_05
			mips_20_20
			mips_20_20_18
	at_At4g17300 -	mips_05_10	"asparagine--tRNA ligase"
	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_At4g23340 -	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g24570 -	mips_08_04	"putative mitochondrial uncoupling protein"
			mips_67_04
	at_At4g25310 -	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	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_At4g26200 -	mips_01_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g26870 -	mips_05_10	"putative aspartate-tRNA ligase"
	at_At4g28730 -	mips_01_03_07	"putative protein"
	at_At4g30210 -	mips_01	"NADPH-ferrihemoprotein reductase (ATR2)"
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_01
			mips_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_63
			mips_63_01
			mips_63_17
			mips_63_17_01
			mips_67
			mips_67_15
			mips_98
	at_At4g31180 -	mips_05_10	"aspartate--tRNA ligase - like protein"
	at_At4g31990 -	mips_01_01_01_01	"aspartate aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At4g32360 -	mips_01_01	"MFDR (AtMFDR)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_11
			mips_02_11_05
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g32400 -	mips_08_04	"adenylate translocator (brittle-1) - like protein"
	at_At4g32530 -	mips_08_13	"H+-transporting ATPase like protein"
			mips_40_25
			mips_67_15
			mips_67_50_22
	at_At4g33760 -	mips_05_10	"putative aspartate--tRNA ligase"
			mips_40_16
	at_At4g34720 -	mips_06_10	"vacuolar H+-transporting ATPase 16K chain"
			mips_08_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g35300	mips_01_05_07	"putative sugar transporter protein"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	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_At4g37760	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_13
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
	at_At4g38540	mips_01_01_10	"monooxygenase 2 (MO2)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_20_33
	at_At4g38920 -	mips_06_10	"H+-transporting ATPase 16K chain P2, vacuolar"
			mips_08_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At5g01500 -	mips_08_04	"unknown protein"
	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_At5g03300 -	mips_01_03_01	"adenosine kinase (MOK16.21)"
			mips_01_03_01_03
			mips_02_07
			mips_02_07_03
	at_At5g11330 -	mips_01_07	"putative protein"
	at_At5g11520 -	mips_01_01	"aspartate aminotransferase (Asp3)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At5g13490 -	mips_01_03_19	"adenosine nucleotide translocator"
			mips_08_04
			mips_67_16
	at_At5g13750 -	mips_67_50_03	"transporter-like protein"
	at_At5g14040 -	mips_01_03_01	"mitochondrial phosphate translocator"
			mips_01_03_01_01
			mips_67_04_07
	at_At5g14760	mips_01_05	"L-aspartate oxidase -like protein"
			mips_02_10
			mips_02_13
			mips_67
			mips_67_15
	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_At5g17010	mips_01_05_07	"sugar transporter - like protein"
			mips_08_19
			mips_67_07
	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_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_At5g24150	mips_01_05_01_01_09	"squalene monooxygenase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_13
			mips_02_11
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
			mips_67_15
	at_At5g27360	mips_01_05_07	"sugar-porter family protein 2 (SFP2)"
			mips_08_19
			mips_67_07
	at_At5g27450 -	mips_01_06_01_07	"mevalonate kinase"
			mips_01_06_01_07_11
			mips_01_06_10
			mips_40_19
			mips_63_13
			mips_63_13_01
			mips_63_19_03
	at_At5g28750 -	mips_08_07	"Tha4 protein - like"
			mips_08_16
			mips_08_16_11
	at_At5g37540 -	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At5g38520	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_02_11_05
			mips_11_07_01
	at_At5g39740 -	mips_40_10_07	"ribosomal protein L5 - like"
	at_At5g40560 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At5g41900	mips_01_02	"putative protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_11_07
			mips_40_19
	at_At5g51830	mips_01_05_01_01_01	"fructokinase 1"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At5g55470 -	mips_13_01	"sodium proton exchanger"
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At5g58660 -	mips_01	"putative protein"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_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_At5g64970 -	mips_08_04	"mitochondrial carrier protein-like"
			mips_40_19
			mips_63_17
			mips_63_17_01
			mips_67_04
	at_At5g65800 -	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g66190 -	mips_01_01_10	"ferredoxin-NADP+ reductase"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_At5g66760 -	mips_02_10	"succinate dehydrogenase flavoprotein alpha subunit (emb|CAA05025.1)"
			mips_02_13
			mips_02_13_03
			mips_67_15
	Training Accuracy: 54/128 (42.19%)
	Training Frequency class 'mips_01_05': 693/5760 (12.03%)

	Evaluation on validation data (2885 items):
	at_At1g07030	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
	at_At1g08890	mips_01_05_04	"putative sugar transport protein, ERD6"
			mips_01_05_07
			mips_08_19
			mips_13_11_03
			mips_13_11_03_01
			mips_30_01
			mips_40_30
			mips_67_07
			mips_67_50
			mips_67_50_03
			mips_67_50_03_01
	at_At1g13270 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_02
			mips_63_17
			mips_63_17_11
	at_At1g15490	mips_01_02	"putative protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_11
			mips_11_07
			mips_40_19
	at_At1g17020 -	mips_01_20_17	"SRG1-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g17160	mips_01_03	"putative ribokinase"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At1g18980	mips_01_05_01_01	"unknown protein"
			mips_01_05_01_01_03
			mips_02_13
	at_At1g29880 -	mips_05_07	"glycyl-tRNA synthetase"
			mips_05_10
	at_At1g52760 -	mips_01_06_04	"lipase like protein"
			mips_02_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_At1g60950 -	mips_67	"ferrodoxin precursor"
			mips_67_15
	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_At1g70980 -	mips_05	""
			mips_05_10
			mips_06
			mips_63_19
	at_At1g74240	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
	at_At1g75200 -	mips_43	"unknown protein (At1g75200)"
			mips_43_03
			mips_43_03_99
			mips_47_03_03
			mips_47_03_03_02
	at_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_At2g13440 -	mips_03_03_03	"similar to glucose inhibited division protein A from prokaryotes"
	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_At2g20780	mips_01_05_07	"putative sugar transporter"
			mips_08_19
			mips_67_07
	at_At2g20960 -	mips_01_06	"pEARLI 4 protein"
			mips_01_06_04
	at_At2g24850 -	mips_01_01	"putative tyrosine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_63_21
			mips_63_21_17
	at_At2g29720	mips_01_01_10	"Hydroxylase/Oxygenase (CTF2B)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07_01
			mips_01_20_33
	at_At2g30440 -	mips_06_04	"putative signal peptidase I"
			mips_06_07
			mips_06_07_11
			mips_08
			mips_08_16
			mips_08_16_05
			mips_30_16
			mips_40_02
			mips_40_16
			mips_40_30
	at_At2g35740	mips_01_05_07	"putative sugar transporter"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At2g39410 -	mips_01_06_04	"putative phospholipase"
			mips_02_25
	at_At2g46800 -	mips_08_04	"putative zinc transporter"
			mips_13_01_01
			mips_13_01_01_01
			mips_40_09
			mips_40_22
			mips_40_25
			mips_67_04_01
			mips_67_04_01_01
			mips_67_50_25
	at_At3g11710 -	mips_05_10	"lysyl-tRNA synthetase"
	at_At3g16550 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At3g19010 -	mips_01_20_17_07	"oxidase like protein"
	at_At3g19940	mips_01_05_07	"putative monosaccharide transport protein, STP4"
			mips_08_19
			mips_67_07
	at_At3g23520 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_01
	at_At3g25520 -	mips_05_01	"ribosomal protein, putative"
			mips_05_01_01
			mips_40_10_07
			mips_63_03_03
	at_At3g25740 -	mips_06_07_11	"methionine aminopeptidase, putative"
			mips_06_13_01
			mips_06_13_99
			mips_62
			mips_62_01
			mips_62_01_05
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_02
			mips_63_17
			mips_63_17_11
	at_At3g51490	mips_01_05_07	"sugar transporter-like protein"
			mips_08_19
			mips_67_07
	at_At3g61540 -	mips_06_13_01	"prolyl aminopeptidase-like protein"
	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_At4g08190 -	mips_10_01_05_05	"Rab-like protein"
			mips_10_01_05_05_01
	at_At4g11280 -	mips_01_01_01_07	"ACC synthase (AtACS-6)"
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_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_At4g12830	mips_01_05	"hydrolase like protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_06_13
			mips_40_19
	at_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_At4g23430	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g25300 -	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At4g27440	mips_01_01_01	"protochlorophyllide reductase precursor"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_26
			mips_30_26_03
	at_At4g27940 -	mips_63_17_01	"unknown protein"
	at_At4g29120 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At4g39460	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
			mips_67_99
	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_At5g13700 -	mips_01	"polyamine oxidase"
			mips_02
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_02_11
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_20
			mips_40
			mips_40_16
			mips_67
			mips_67_15
			mips_99
	at_At5g17400 -	mips_01_03	"ADP/ATP translocase-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	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_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_At5g24160	mips_01_05_01_01_09	"squalene monooxygenase 1,2 (squalene epoxidase 1,2) (se 1,2) (sp|O65402)"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_13
			mips_02_11
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_40_27
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
			mips_67_15
	at_At5g27350	mips_01_05_04	"sugar transporter like protein"
			mips_01_05_07
			mips_08_19
			mips_67_07
	at_At5g36950 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At5g43910	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At5g46800 -	mips_08_04	"carnitine/acylcarnitine translocase-like protein"
	at_At5g47670 -	mips_04_05_01_01	"putative protein"
			mips_40_10_99
	at_At5g49740 -	mips_01_20_35	"FRO1-like protein; NADPH oxidase-like"
			mips_01_20_35_02
			mips_11_07_07
			mips_13_11
			mips_20_25_16
			mips_63_99
			mips_67_01
			mips_67_15
	at_At5g50160 -	mips_02	"FRO1 and FRO2-like protein"
			mips_01_20
			mips_01_20_35
			mips_01_20_35_02
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_40_02
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
			mips_67
			mips_67_15
	Validation Accuracy: 28/61 (45.90%)
	Validation Frequency class 'mips_01_05': 305/2885 (10.57%)

	Evaluation on propertest data (4430 items):
	at_At1g01220	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_11_07
			mips_63_13
			mips_63_13_01
			mips_63_19_03
	at_At1g01370 -	mips_30_10	"centromeric histone H3 HTR12"
			mips_30_10_03
			mips_40_10_03
			mips_63_03_01
	at_At1g02510 -	mips_47_03_11	"hypothetical protein"
			mips_47_03_11_03
			mips_47_03_11_05
			mips_47_03_11_07
			mips_67_01
			mips_67_01_01
	at_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_At1g11090 -	mips_01_06_04	"lysophospholipase isolog"
			mips_02_25
	at_At1g11260	mips_01_05_07	"glucose transporter"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g17290 -	mips_01_01	"alanine aminotransferase (ALAAT1)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_02_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_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_At1g19910 -	mips_06_10	"vacuolar H+-pumping ATPase 16 kDa proteolipid (ava-p2)"
			mips_08_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_25
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g20020 -	mips_01_01	"ferredoxin--NADP reductase precursor, putative"
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_02_11
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_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_At1g30220	mips_01_05_07	"putative protein"
			mips_01_06_13
			mips_08_19
			mips_67_07
	at_At1g34580	mips_01	"monosaccharide transporter, putative"
			mips_01_05
			mips_01_05_07
			mips_08
			mips_08_19
			mips_40_02
			mips_67
			mips_67_07
	at_At1g35190 -	mips_01_20_17	"hyoscyamine 6-dioxygenase hydroxylase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g44160 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_01
			mips_11_01_05
	at_At1g52510	mips_01_02	"unknown protein (At1g52510)"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_20_25_03
			mips_20_25_03_04
			mips_25_05_09
			mips_25_05_10
	at_At1g52750	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
	at_At1g56500 -	mips_13_07	"unknown protein (At1g56500)"
			mips_20_25
			mips_20_25_16
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_27
			mips_63_07
			mips_63_13
			mips_63_13_99
	at_At1g60960 -	mips_13_01_01	"putative iron-regulated transporter"
			mips_13_01_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
	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_At1g66430 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g71180 -	mips_01_01_01	"putative dehydrogenase (At1g71180)"
			mips_01_01_01_15
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_07
	at_At1g72330 -	mips_01_01_01	"alanine aminotransferase (ALAAT2)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_02_01
			mips_01_20_99
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g74470	mips_01_05_01_01_09	"geranylgeranyl reductase"
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_02_11
			mips_02_13
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_67_15
	at_At1g75220	mips_01_05_07	"integral membrane protein, putative"
			mips_08
			mips_08_19
			mips_40_02
			mips_67_07
	at_At1g75630 -	mips_06	"vacuolar ATP synthase, putative"
			mips_06_10
			mips_08
			mips_08_13
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40
			mips_40_25
			mips_63
			mips_63_19
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At1g76140 -	mips_06_07	"putative prolyl endopeptidase (At1g76140)"
			mips_06_13
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40_03
			mips_40_08
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
	at_At1g80280 -	mips_11_07	"unknown protein"
			mips_30_01
	at_At2g05990	mips_01_01_01	"enoyl-ACP reductase (ENR1)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At2g07640	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_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_At2g14790 -	mips_29_02	"Mutator-like transposase"
	at_At2g16510 -	mips_08_13	"putative vacuolar proton-ATPase 16 kDa proteolipid"
			mips_13_01_01_03
			mips_40_25
			mips_67_04_01_02
			mips_67_50_22
	at_At2g16970	mips_01_05_07	"putative tetracycline transporter protein"
			mips_08_16
			mips_11_07_05
			mips_40_30
			mips_67_07
			mips_67_28
			mips_67_50_05
	at_At2g18360 -	mips_02_11	"unknown protein"
			mips_02_11_05
			mips_11_07
			mips_11_07_01
	at_At2g18450 -	mips_02_10	"putative succinate dehydrogenase flavoprotein subunit"
			mips_02_11
			mips_02_13
			mips_02_13_03
			mips_67_15
	at_At2g25840 -	mips_05_10	"putative trytophanyl-tRNA synthetase"
			mips_63_03_03
			mips_63_11
	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_At2g35660	mips_01_01	"CTF2A"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_02_11
			mips_67_15
	at_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_At2g37890	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_67_04
			mips_67_07
			mips_67_99
	at_At2g38290 -	mips_08_19	"putative ammonium transporter"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At2g43020 -	mips_02	"putative amine oxidase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_02_11
			mips_13
			mips_13_03
			mips_13_03_01
			mips_20
			mips_40_16
			mips_67
			mips_67_15
	at_At2g47490	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
	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_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_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_At3g21390	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	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_At3g49700 -	mips_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_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_At3g51800 -	mips_03_01_01	"G2p (AtG2)"
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_05_04
			mips_05_04_01
			mips_06_07_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_63_03_01
	at_At3g53340 -	mips_04_05_01_04_03	"transcription factor NF-Y, CCAAT-binding - like protein"
			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
			mips_63_03_01
	at_At3g53920 -	mips_04_05_01_01	"sigma factor SigC"
			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_At3g53940	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At3g55400 -	mips_05_04	"methionyl-tRNA synthetase (AtcpMetRS)"
			mips_05_10
			mips_40_26
			mips_40_26_03
	at_At3g55640 -	mips_01_03_19	"Ca-dependent solute carrier - like protein"
			mips_08_04
			mips_67_99
	at_At3g56310	mips_01_05	"alpha-galactosidase-like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_06_13
			mips_06_13_04
			mips_06_13_04_01
			mips_30
			mips_30_01
			mips_40_25
	at_At3g57560 -	mips_01_01	"acetylglutamate kinase-like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_02
			mips_01_02_01
	at_At3g59050 -	mips_01_20_17_03	"unknown protein"
			mips_01_20_50
	at_At3g61510 -	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase-like protein"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g02340	mips_01_02	""
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_11_07
			mips_40_19
	at_At4g03070 -	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g03530 -	mips_29	"putative reverse transcriptase"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g04850 -	mips_67_04	"putative potassium transporter"
			mips_67_04_01
			mips_67_04_01_02
	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_At4g20310 -	mips_01_06_10	"putative protein"
			mips_06_07_11
			mips_06_13_99
	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_At4g24160	mips_01_02	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_04
			mips_40_19
	at_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_At4g28390 -	mips_01_03	"ADP,ATP carrier-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At4g28420 -	mips_01_01	"tyrosine transaminase-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_06
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At4g36530	mips_01_02	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_02_11
			mips_02_11_05
			mips_11_07
			mips_11_07_01
			mips_40_19
	at_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_At5g09470 -	mips_08_04	"mitochondrial carrier-like protein"
	at_At5g13740	mips_01_05_07	"transporter-like protein"
			mips_08_16
			mips_08_16_99
			mips_11_05_01_01
			mips_11_07_05
			mips_40_30
			mips_67
			mips_67_07
			mips_67_12
			mips_67_28
			mips_67_50
			mips_67_50_05
			mips_67_99
	at_At5g15640 -	mips_08	"putative mitochondrial carrier protein"
			mips_08_04
			mips_40_16
			mips_67_04
	at_At5g16850 -	mips_03_01	"telomerase reverse transcriptase"
			mips_03_01_03
			mips_03_99
			mips_13_11
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	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_At5g18880 -	mips_29	"SAE1-S9-protein - like"
			mips_29_02
	at_At5g20780 -	mips_29	"putative protein"
			mips_29_02
	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_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_At5g24850 -	mips_03	"DNA photolyase - like protein"
			mips_03_01
			mips_03_01_05
			mips_10
			mips_10_01
			mips_10_01_99
			mips_13
			mips_13_11
			mips_13_11_01
			mips_13_11_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_10
			mips_40_10_99
			mips_40_16
			mips_40_37
			mips_63_03
	at_At5g26200	mips_01_03	"mitochondrial carrier - like protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g26830 -	mips_01_03_16	"threonyl-tRNA synthetase"
			mips_04_03
			mips_04_03_01
			mips_05_10
	at_At5g27090 -	mips_01_01_04	"putative protein"
			mips_01_02_04
	at_At5g27150 -	mips_13_01	"Na+/H+ exchanger (NHX1)"
			mips_67_01
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_05
	at_At5g38620 -	mips_04_05_01_04_01	"MADS-box protein-like"
			mips_04_05_01_04_05
			mips_25_05_15
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_03_01
	at_At5g40200 -	mips_06	"putative serine protease (MSN9.10)"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
			mips_63
			mips_63_01
	at_At5g49030 -	mips_05	"isoleucyl-tRNA synthetase"
			mips_05_04
			mips_05_10
			mips_40_03
			mips_40_16
			mips_63
			mips_63_19
	at_At5g49730 -	mips_01_20_35	"FRO2-like protein; NADPH oxidase-like"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
	at_At5g51690 -	mips_01_01	"ACS12 (MIO24.18)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g51810 -	mips_01_20_17	"gibberellin 20-oxidase (emb|CAA58294.1)"
			mips_01_20_17_07
	at_At5g52520 -	mips_05_10	"prolyl tRNA synthetase"
			mips_63_03_03
			mips_63_11
	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_At5g54190	mips_01_05_01_01_01	"NADPH:protochlorophyllide oxidoreductase A (gb|AAC49043.1)"
			mips_01_06_01_05
			mips_02_07
			mips_30_26
			mips_30_26_03
	at_At5g56680 -	mips_05_10	"SYNC1 protein (gb|AAD46681.1)"
	at_At5g58970 -	mips_02_13	"uncoupling protein AtUCP2"
			mips_02_99
			mips_08_04
	at_At5g61520	mips_01_05_07	"monosaccharide transporter STP3"
			mips_08_19
			mips_67_07
	at_At5g67290 -	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	Propertest Accuracy: 33/102 (32.35%)
	Propertest Frequency class 'mips_01_05': 473/4430 (10.68%)

	New (unknown) data (2885 items):
	at_At1g10960 -	no entry	null
	at_At1g11360 -	no entry	null
	at_At1g21970 -	no entry	null
	at_At1g42660 -	no entry	null
	at_At1g56000 -	no entry	null
	at_At1g72790 -	no entry	null
	at_At2g42190 -	no entry	null
	at_At3g17020 -	no entry	null
	at_At3g22810 -	no entry	null
	at_At3g58450 -	no entry	null
	at_At4g00390 -	no entry	null
	at_At4g18560 -	no entry	null
	at_At5g53050 -	no entry	null
	at_At5g57030 -	no entry	null
	at_At1g07750 -	mips_65	"globulin like protein"
	at_At1g09740 -	no entry	null
	at_At1g14740 -	no entry	null
	at_At1g34060 -	no entry	null
	at_At1g55980 -	no entry	null
	at_At2g01050 -	no entry	null
	at_At2g12860 -	no entry	null
	at_At2g28700 -	no entry	null
	at_At2g47810 -	no entry	null
	at_At3g11930 -	no entry	null
	at_At3g28160 -	no entry	null
	at_At3g63500 -	no entry	null
	at_At4g28770 -	no entry	null
	at_At5g26250 -	no entry	null
	at_At5g27520 -	no entry	null
	at_At5g39940 -	no entry	null
	at_At5g54430 -	no entry	null
	at_At3g23410 -	no entry	null
	at_At4g27320 -	no entry	null
	at_At4g32780 -	no entry	null
	at_At4g35880 -	no entry	null
	at_At5g14380 -	no entry	null
	at_At5g66000 -	no entry	null


------------------
Rule 1997
	ipr_Calcium-binding_EF-hand(_orf_0,_ipr_1) = 0
	ipr_Cytochrome_P450(_orf_0,_ipr_1),hmmpfam_p450(_orf_0,_hmmpfam_id_2) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	hmmpfam_f_box(_orf_0,_hmmpfam_id_1),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2),fprintscan(_orf_0,_fprintscan_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 1
	->  class mips_01_05 "C-compound and carbohydrate metabolism"

	Evaluation on training data (5760 items):
	at_At1g02560 -	mips_03_01_01	"ATP-dependent clp protease proteolytic subunit (nClpP1)"
			mips_03_01_01_01
			mips_06_10
			mips_06_13_99
			mips_11_01_07
			mips_30_16
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_17
			mips_63_17
			mips_63_17_07
			mips_63_19_03
	at_At1g04270 -	mips_05	"putative 40S ribosomal protein S15"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_99
			mips_40_03
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_63_07
	at_At1g04740 -	mips_08_07	"putative vesicle-associated membrane protein, synaptobrevin 7B, 5' partial"
			mips_40_08
			mips_40_09
	at_At1g04760 -	mips_08_07	"synaptobrevin 7B, putative"
			mips_40_08
			mips_40_09
	at_At1g04980 -	mips_02_11	"disulfide isomerase-related protein, putative"
			mips_06_01
			mips_25_05_25
			mips_40_07
	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_At1g07440	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g07450	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At1g08450 -	mips_04_05_01_04_99	"calreticulin like protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g08830 -	mips_01_07	"superoxidase dismutase"
			mips_01_07_10
			mips_11_01_01
			mips_11_07
			mips_11_07_07
			mips_11_07_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_63_17
			mips_63_17_09
			mips_67_04
	at_At1g09210 -	mips_04_05_01_04_99	"putative calcium-binding protein, calreticulin"
			mips_06_01
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_07
			mips_63_17
			mips_63_17_01
	at_At1g10730 -	mips_06_04	"putative clathrin-coat assembly protein"
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_07_22_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_02
			mips_40_03
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At1g11080 -	mips_06	"Serine carboxypeptidase isolog"
			mips_06_13
	at_At1g11750 -	mips_06_13_99	"putative ATP-dependent Clp protease proteolytic subunit"
			mips_11_01_07
			mips_30_16
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_17
			mips_63_17_07
			mips_63_19_03
	at_At1g12900 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A, cholorplast precursor, putative"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g13440 -	mips_02_01	"putative protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g14980 -	mips_08_02	"mitochondrial chaperonin 10"
			mips_11_01_05
			mips_11_01_99
	at_At1g15700 -	mips_02_11_05	"putative protein"
			mips_02_13
			mips_02_45
			mips_02_45_15
			mips_13_01_01
			mips_13_01_01_03
			mips_40_26
			mips_40_26_03
			mips_67_04_01
			mips_67_04_01_02
			mips_67_15
			mips_67_50_22
	at_At1g16030 -	mips_06_01	""
			mips_06_10
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g16300 -	mips_02_01	"glyceraldehyde-3-phosphate dehydrogenase like protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g17420 -	mips_01_06_10	"lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_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_At1g21750 -	mips_02_11	"putative disulfide isomerase"
			mips_06_01
			mips_40_07
	at_At1g24140 -	mips_06_13	"putative metalloproteinase, predicted GPI-anchored protein"
			mips_06_13_99
			mips_13_05
			mips_13_05_01
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_05
			mips_14_04_09
			mips_14_04_09_05
			mips_25_05_02
			mips_30_27
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_17_09
	at_At1g24280 -	mips_02_07	"glucose-6-phosphate 1-dehydrogenase"
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At1g24470	mips_01_01_01_11	"putative b-keto acyl reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g26560	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g31160 -	mips_01_03	"putative protein kinase C inhibitor (Zinc-binding protein)"
			mips_01_03_99
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_17
			mips_63_17_09
	at_At1g31190 -	mips_01_04_99	"unknown protein"
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_99
	at_At1g36280 -	mips_01_03_01	"adenylosuccinate lyase-like protein"
			mips_01_03_01_01
			mips_01_03_01_03
			mips_25_05_09
	at_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_At1g43560 -	mips_02_11	"hypothetical protein"
			mips_06_01
			mips_40_07
	at_At1g43670	mips_02	"fructose 1,6-bisphosphatase, putative"
			mips_01_05_01
			mips_02_01
			mips_02_30
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At1g47840	mips_02	"hexokinase, putative"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_04
			mips_03
			mips_03_03
			mips_03_03_01
			mips_40_03
			mips_40_16
			mips_63_19
	at_At1g49430 -	mips_01_06_01_05	"putative acyl CoA synthetase (At1g49430)"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27_99
	at_At1g51470	mips_01_05	"myrosinase precursor, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g52400	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_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_At1g55520 -	mips_04_01	"transcription initiation factor TFIID-2"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_99
	at_At1g59970 -	mips_06_13	"predicted GPI-anchored protein"
			mips_06_13_99
			mips_13
			mips_13_05
			mips_13_05_01
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_05
			mips_14_04
			mips_14_04_09
			mips_14_04_09_05
			mips_25
			mips_25_05
			mips_25_05_02
			mips_30
			mips_30_27
			mips_40_27
			mips_63_17_09
	at_At1g60090 -	mips_01_20_01	"hypothetical protein"
			mips_01_20_01_07
	at_At1g60780 -	mips_08_07_22	"putative Clathrin Coat Assembly protein"
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_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_At1g62610	mips_01_01	"similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g63380	mips_01_01_01_11	"reductase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At1g63460 -	mips_01_06	"glutathione peroxidase like protein"
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_40_16
			mips_67_15
	at_At1g66670 -	mips_06_13_99	"nClpP3 protein"
			mips_11_01_07
			mips_30_16
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_17
			mips_63_17_07
			mips_63_19_03
	at_At1g67070	mips_01_05_01_01_01	"phosphomannose isomerase (din9)"
	at_At1g68760 -	mips_02_13	"putative mutT protein"
			mips_03_01_05_01
			mips_11_01_01
			mips_11_07_07
	at_At1g71695 -	mips_01_20_35	"peroxidase ATP4a"
			mips_01_20_35_01
	at_At1g72990 -	mips_40_01	"unknown protein (At1g72990)"
			mips_40_25
	at_At1g74030	mips_01_05_01_01_01	"putative enolase"
			mips_02_01
			mips_02_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
	at_At1g75940	mips_01_05_01_01_02	"ATA27"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At1g76760 -	mips_01_03_04	"thioredoxin-like protein"
			mips_06_07_99
	at_At1g79530 -	mips_02_01	"putative protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g79750	mips_01_05_01_03	"putative malate oxidoreductase"
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_67_15
	at_At2g04030 -	mips_11_01_05	"heat shock like protein"
			mips_40_04_05
	at_At2g05710 -	mips_01_20_17_07	"cytoplasmic aconitate hydratase"
			mips_02_10
			mips_02_22
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
	at_At2g05920 -	mips_06_13_04	"serine protease like protein"
	at_At2g06850	mips_01_05_99	"putative endoxyloglucan glycosyltransferase"
			mips_40_01
	at_At2g13560	mips_01_05_01_03_03	"malate oxidoreductase (malic enzyme)"
			mips_02_08
			mips_02_10
	at_At2g15570 -	mips_02	"putative thioredoxin M"
			mips_02_11
			mips_06_01
			mips_06_04
			mips_06_07
			mips_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_07
			mips_63_01
	at_At2g16370 -	mips_01_01_01_11	"dihydrofolate reductase-thymidylate synthase"
			mips_01_01_10_05
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_63_19_99
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g16850 -	mips_25_05_13	"putative aquaporin (plasma membrane intrinsic protein)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g16930 -	mips_05	"50S ribosomal protein L27"
			mips_05_01
			mips_05_01_01
			mips_06_10
			mips_40_03
			mips_40_16
			mips_63_01
	at_At2g18140 -	mips_11	"putative peroxidase"
			mips_11_05
			mips_11_07
	at_At2g18710 -	mips_08_16	"putative preprotein translocase SECY protein"
			mips_08_16_05
			mips_40_30
			mips_67_01
			mips_67_01_99
	at_At2g21250	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
	at_At2g21790 -	mips_01_03_01	"ribonucleoside-diphosphate reductase large subunit"
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_03_01_05_01
			mips_03_99
	at_At2g24010 -	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g25810 -	mips_13_01	"putative aquaporin (tonoplast intrinsic protein)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At2g27970 -	mips_03_03_01_01	"putative cyclin-dependent kinase regulatory subunit"
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_06_07_03
			mips_14_01_01
			mips_14_01_99
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g28880 -	mips_01_01	"putative para-aminobenzoate synthase and glutamine amidotransferase, a bifunctional enzyme"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_06_04
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_14_10
			mips_14_10_02
	at_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_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_At2g29570 -	mips_03_01_05_01	"putative proliferating cell nuclear antigen, PCNA"
	at_At2g32290 -	mips_02_19	"putative beta-amylase"
			mips_02_99
	at_At2g32810	mips_01_05_01_01_01	"putative beta-galactosidase (BGAL9)"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At2g32860	mips_01_05	"putative beta-glucosidase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At2g33040 -	mips_01_03	"mitochondrial F1-ATPase, gamma subunit (ATP3_ARATH)"
			mips_02
			mips_01_03_01
			mips_01_03_01_03
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_08
			mips_08_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_16
			mips_67_04
			mips_67_04_01
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g35770 -	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g36530	mips_02	"enolase (2-phospho-D-glycerate hydroylase)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_01_01
			mips_40_03
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
	at_At2g37760	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g37770	mips_01_05_07	"putative alcohol dehydrogenase"
			mips_01_06
			mips_01_06_04
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_40_27
			mips_40_27_99
			mips_67_04
			mips_67_07
			mips_67_15
	at_At2g38660 -	mips_01_01_01_07	"methylenetetrahydrofolate dehydrogenase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At2g42070 -	mips_01_03_01	"unknown protein"
			mips_01_03_99
			mips_03_01_05
			mips_11_01_01
			mips_11_01_09
			mips_11_07_07
	at_At2g42790	mips_01_05_01_01_01	"putative citrate synthase"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At2g44350	mips_01_05_01_01_01	"citrate synthase"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At2g44450	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44480 -	mips_01_20_01	"putative beta-glucosidase"
			mips_01_20_01_07
			mips_11_05_03
	at_At2g44490	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
	at_At2g44680 -	mips_06_07_03	"putative casein kinase II beta subunit"
			mips_48
	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_At2g47140	mips_01_01_01	"alcohol dehydrogenase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g47470 -	mips_25_05_25	"putative protein disulfide-isomerase"
	at_At2g47510 -	mips_01_01_01_07	"putative fumarase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_01_03_01
			mips_01_03_01_03
			mips_02_10
	at_At3g07990 -	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g09260	mips_01_05_01_01_02	"thioglucosidase 3D precursor"
			mips_01_20_01
			mips_01_20_01_07
	at_At3g09440 -	mips_06_01	"heat-shock protein (At-hsc70-3)"
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At3g09640 -	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
	at_At3g12780	mips_01_05_01_01_01	"phosphoglycerate kinase like protein"
			mips_02_01
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g14240 -	mips_06_13_04	"unknown protein"
	at_At3g17180 -	mips_06_13	"putative serine carboxypeptidase II"
	at_At3g21370 -	mips_01_20_01	"beta-glucosidase, putative"
			mips_01_20_01_07
			mips_11_05_03
	at_At3g22400 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
	at_At3g22960 -	mips_02_01	"pyruvate kinase like protein"
	at_At3g23730	mips_01_05_99	"xyloglucan endotransglycosylase, putative"
			mips_40_01
	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_At3g23920 -	mips_02_19	"beta-amylase, putative"
			mips_02_99
	at_At3g25040 -	mips_06_04	"ER lumen retaining receptor (HDEL receptor), putative"
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_07_07
			mips_08_07_25
			mips_08_07_27
			mips_08_07_29
			mips_10_05
			mips_40_07
			mips_40_08
	at_At3g25420 -	mips_40_25	"serine carboxypeptidase, putative"
			mips_62_02_01_01
	at_At3g26650 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A subunit (GapA)"
			mips_02_01_01
	at_At3g27300	mips_01_03	"glucose-6-phosphate 1-dehydrogenase, putative"
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
	at_At3g28200 -	mips_01_20_35_01	"peroxidase like protein"
	at_At3g28900 -	mips_05	"60S ribosomal protein L34, putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
	at_At3g45010 -	mips_06_13_04	"carboxypeptidase precursor-like protein"
			mips_40_25
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g47010	mips_01_05_01_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	at_At3g47350	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g47360	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At3g47370 -	mips_05_01	"40S ribosomal protein S20-like protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g48930 -	mips_05_04_03	"cytosolic ribosomal protein S11"
			mips_62_01_07
			mips_62_02_99
	at_At3g50990 -	mips_11_07_99	"peroxidase-like protein"
	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_At3g52010 -	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_10
			mips_06_13
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_67
	at_At3g54820 -	mips_33_03_13	"aquaporin/MIP - like protein"
			mips_35_03_17
			mips_67_99
	at_At3g54960 -	mips_02_11	"protein disulfide-isomerase-like protein"
			mips_06_01
			mips_40_07
			mips_40_26
			mips_40_26_03
	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_At3g56490 -	mips_01_03_99	"protein kinase C inhibitor-like protein"
			mips_62_02_01_02
	at_At3g56540 -	mips_06	"serine carboxypeptidase-like protein"
			mips_06_13
	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_At4g00230 -	mips_06_13	"subtilisin-type serine endopeptidase XSP1"
	at_At4g01470 -	mips_13	"putative water channel protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At4g01800 -	mips_08_16	"putative SecA-type chloroplast protein transport factor"
			mips_08_16_05
			mips_08_16_99
			mips_40_26
			mips_40_26_03
			mips_63_19_03
			mips_67_50_22
	at_At4g03520 -	mips_01_03	"putative M-type thioredoxin"
			mips_02
			mips_01_03_04
			mips_02_11
			mips_05
			mips_06_01
			mips_06_07
			mips_06_07_99
			mips_40_07
			mips_40_16
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g09650 -	mips_02	"H+-transporting ATP synthase-like protein"
			mips_01_07
			mips_01_07_01
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_08
			mips_08_04
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_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_At4g11030 -	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g11600 -	mips_11_07_07	"phospholipid hydroperoxide glutathione peroxidase"
			mips_11_07_07_05
			mips_47_03_15
			mips_47_03_15_07
	at_At4g12910 -	mips_62_02_01_01	"SERINE CARBOXYPEPTIDASE I PRECURSOR-like protein"
	at_At4g15100 -	mips_06_07_11	"hydroxynitrile lyase like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g16270 -	mips_11_07	"peroxidase like protein"
	at_At4g16650 -	mips_01	"growth regulator like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_14
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_10
			mips_63
			mips_63_19
	at_At4g17340 -	mips_08	"membrane channel like protein"
			mips_13_01
			mips_20
			mips_20_25
			mips_20_25_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_99
	at_At4g17640 -	mips_06_07_03	"casein kinase II beta chain CKB2"
			mips_10_01_05
			mips_48
	at_At4g17690 -	mips_01_20_35	"peroxidase like protein"
			mips_01_20_35_01
			mips_11_07
	at_At4g21320 -	mips_06	"putative protein"
			mips_06_13
	at_At4g21650 -	mips_06_13	"subtilisin proteinase like protein"
	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_At4g23850 -	mips_01_06_01	"acyl-CoA synthetase - like protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g24280 -	mips_01_03_16	"hsp 70-like protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_11
			mips_06_01
			mips_11_01_05
			mips_20_25
	at_At4g25280 -	mips_01_03_01	"UMP/CMP kinase like protein"
			mips_01_03_04
			mips_01_04_99
			mips_02_99
			mips_14_01_01
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_12
			mips_45_03_12_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_17
	at_At4g25810	mips_01_05_01	"xyloglucan endo-1,4-beta-D-glucanase (XTR-6)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g26010 -	mips_11	"peroxidase like protein"
			mips_11_05
			mips_11_07
	at_At4g26140	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At4g26390	mips_02	"pyruvate kinase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_40_03
	at_At4g26780 -	mips_06_01	"grpE like protein"
			mips_08_04
			mips_11_01_05
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
	at_At4g27830	mips_01_05_01_01_02	"beta-glucosidase like protein"
			mips_11_05_03
	at_At4g29130	mips_01_05	"hexokinase"
			mips_01_05_01_01
			mips_01_05_04
			mips_02_01
			mips_03
			mips_03_03
			mips_03_03_01
			mips_63_19
	at_At4g30270	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase precursor"
			mips_40_01
	at_At4g30810 -	mips_06_07_11	"serine carboxypeptidase II like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g34710 -	mips_01	"arginine decarboxylase (spe2)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
	at_At4g35000 -	mips_01_01_99	"L-ascorbate peroxidase"
			mips_11_07_03
	at_At4g36360	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g38590 -	mips_01_20_01	"galactosidase like protein"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At4g39120 -	mips_01	"Inositol monophosphatase - like protein"
			mips_01_04
			mips_01_04_99
			mips_01_06
			mips_01_06_01
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_09
			mips_10_01_09_11
			mips_40
			mips_40_03
			mips_40_16
	at_At5g01670	mips_01_05_07	"aldose reductase-like protein"
			mips_01_05_99
			mips_01_06
			mips_20
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_67_04
			mips_67_07
			mips_67_15
	at_At5g08260 -	mips_40_07	"serine-type carboxypeptidase II-like protein"
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g08280 -	mips_01	"hydroxymethylbilane synthase"
			mips_01_07
			mips_01_07_01
			mips_01_07_04
			mips_01_07_07
			mips_01_20
			mips_01_20_19
			mips_01_20_19_01
			mips_40
			mips_40_03
			mips_63
			mips_63_21
	at_At5g10050	mips_01_01_01_11	"putative protein"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At5g10920	mips_01_01	"argininosuccinate lyase (AtArgH)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_03_01
			mips_01_03_01_03
			mips_01_05_01_01_01
	at_At5g11670	mips_01_05_01_03_03	"NADP dependent malic enzyme - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g13110	mips_01_03	"glucose-6-phosphate 1-dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_63_21
			mips_63_21_07
	at_At5g13870	mips_01_05_01	"endoxyloglucan transferase (dbj|BAA81669.1)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g15180 -	mips_11	"prx10 peroxidase - like protein"
			mips_11_05
			mips_11_07
			mips_11_07_99
	at_At5g18210	mips_01_01	"Brn1-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At5g20500 -	mips_01_03_07	"glutaredoxin"
	at_At5g23210 -	mips_06	"serine carboxypeptidase II-like protein"
			mips_06_07_11
			mips_40_25
			mips_62_02_01_01
			mips_67
	at_At5g23740 -	mips_05_01	"40S ribosomal protein S11"
			mips_05_01_01
			mips_05_04
			mips_05_04_03
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
			mips_63_03_03
	at_At5g24550	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g26000 -	mips_01_20_01	"myrosinase precursor"
			mips_01_20_01_07
			mips_11_05_03
	at_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_At5g28540 -	mips_01_03_16	"luminal binding protein"
			mips_01_03_16_01
			mips_11_01_05
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
	at_At5g39950 -	mips_06_01	"thioredoxin"
			mips_40_27
	at_At5g40760	mips_01_03	"glucose-6-phosphate dehydrogenase"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_02_07
			mips_02_07_01
			mips_11
			mips_11_01
			mips_11_07
			mips_40_03
	at_At5g42020 -	mips_03_03_02	"luminal binding protein (dbj|BAA13948.1)"
			mips_25_05_25
	at_At5g42980 -	mips_02	"thioredoxin (clone GIF1) (pir||S58118)"
			mips_02_11
			mips_06_01
			mips_25_05_25
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At5g43640 -	mips_30_99	"40S ribosomal protein S15"
	at_At5g44640	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g47000 -	mips_01_20_35	"peroxidase"
			mips_01_20_35_01
	at_At5g47840 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_03_99
			mips_30_26
			mips_30_26_03
			mips_63_19_03
	at_At5g48070	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_01
	at_At5g49160 -	mips_01_03_10	"DNA (cytosine-5)-methyltransferase (DNA methyltransferase) (DNA metase) (sp|P34881)"
			mips_03_01_05
			mips_03_01_09
			mips_03_01_09_01
			mips_03_01_09_07
			mips_63_17_09
	at_At5g50600	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50690	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50770	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51890 -	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g54390 -	mips_01_01	"unknown protein"
			mips_01_01_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
	at_At5g54570 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At5g55200 -	mips_06_01	"chaperone GrpE-like protein"
			mips_08_02
			mips_08_04
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
			mips_40_26
			mips_40_26_03
	at_At5g56030 -	mips_03	"HEAT SHOCK PROTEIN 81-2 (HSP81-2) (sp|P55737)"
			mips_03_03
			mips_05
			mips_06
			mips_06_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_13
			mips_13_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_30
			mips_30_03
			mips_30_04
			mips_40_03
			mips_40_04
			mips_40_04_05
			mips_63
			mips_63_19
			mips_98
	at_At5g56350	mips_02	"pyruvate kinase"
			mips_01_05_01_01
			mips_02_01
	at_At5g56870	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64740.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g57540	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	at_At5g57655	mips_01_05	"xylose isomerase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At5g57890 -	mips_01_01	"anthranilate synthase beta chain"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_03
			mips_01_02
			mips_01_03_04
			mips_01_03_04_03
			mips_01_07
			mips_01_07_01
	at_At5g58240 -	mips_01_03	"bis(5'-adenosyl)-triphosphatase-like; also similar to fragile histidine triad"
			mips_01_02
			mips_01_03_99
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At5g58390 -	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g60640 -	mips_02_11	"protein disulfide isomerase precursor - like"
			mips_06_01
			mips_40_07
			mips_40_26
			mips_40_26_03
	at_At5g61790 -	mips_25_05_01	"calnexin - like protein"
			mips_63_17_01
	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_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_At5g66390 -	mips_11_07	"peroxidase (emb|CAA66964.1)"
	Training Accuracy: 78/219 (35.62%)
	Training Frequency class 'mips_01_05': 693/5760 (12.03%)

	Evaluation on validation data (2885 items):
	at_At1g19730 -	mips_02_11	"thioredoxin"
			mips_06_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_40_27
	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_At1g24360	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g26880 -	mips_05_01	"60s ribosomal protein L34"
			mips_05_01_01
			mips_05_04
	at_At1g30600 -	mips_06_13	"putative serine proteinase"
	at_At1g31740	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At1g32440 -	mips_02_01	"putative pyruvate kinase, plastid isozyme (At1g32440)"
	at_At1g32960 -	mips_06_13	"hypothetical protein"
	at_At1g36390 -	mips_08_02	"putative heat shock protein"
			mips_08_04
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
			mips_40_26
			mips_40_26_03
	at_At1g43780 -	mips_06_07_11	"serine carboxypeptidase II, putative"
			mips_40_25
			mips_62_02_01_01
	at_At1g47600	mips_01_05_01_01_02	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_07
	at_At1g52340	mips_01_01_01_11	"short chain alcohol dehydrogenase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g56340 -	mips_04_05_01_04_99	"putative protein"
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_63_17_01
	at_At1g59960	mips_01_05_07	"putative protein"
			mips_20_25
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g60260	mips_01_05_01	"putative beta-glucosidase"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
			mips_40_02
	at_At1g60270 -	mips_01_20_01	""
			mips_01_20_01_07
	at_At1g63660 -	mips_01_01	"GMP synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
	at_At1g65310	mips_01_05_99	"putative protein"
			mips_40_01
	at_At1g67560 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g69770 -	mips_01_03_10	"putative chromomethylase"
			mips_03_01_05
	at_At1g70170 -	mips_06_13_99	"predicted GPI-anchored protein"
			mips_40_27_01
			mips_62_02_01_01
			mips_62_02_01_01_03
	at_At1g72370 -	mips_05_01	"putative 40S ribosomal protein SA (laminin receptor-like protein)"
			mips_05_01_01
			mips_13_07
			mips_40_27
	at_At1g72520 -	mips_01_06_10	"putative lipoxygenase"
			mips_25_05_09
			mips_47_03_13
	at_At1g73190 -	mips_13_01	"tonoplast intrinsic protein, alpha (alpha-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_20_25_99
			mips_47_03_07
			mips_47_03_07_01
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At2g18800	mips_01_05_99	"putative xyloglucan endo-transglycosylase"
			mips_40_01
	at_At2g19900	mips_02	"malate oxidoreductase (malic enzyme)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_40_03
			mips_40_16
			mips_67
			mips_67_15
	at_At2g21260	mips_01_05_07	"putative NADPH dependent mannose 6-phosphate reductase"
			mips_01_06_04
			mips_11_07_03
			mips_20_03
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_40_27_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	at_At2g21550 -	mips_01_01_01_11	"putative dihydrofolate reductase-thymidylate synthase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_63_19_99
	at_At2g26230 -	mips_01_02_01	"putative uricase subunit"
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_01_03
	at_At2g28190 -	mips_11_01_01	"putative copper/zinc superoxide dismutase"
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_13_11
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g34390 -	mips_20	"putative aquaporin (plasma membrane intrinsic protein)"
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40
			mips_40_02
			mips_67
			mips_67_01
			mips_67_99
			mips_98
	at_At2g40690	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase like protein"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_47_03_11
			mips_47_03_11_07
	at_At2g41480 -	mips_11_05	"putative peroxidase"
			mips_11_07
	at_At2g41630 -	mips_04_01	"transcription factor IIB (TFIIB)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
	at_At2g43350 -	mips_11_07_07	"putative glutathione peroxidase"
	at_At2g45960 -	mips_25_05_13	"aquaporin (plasma membrane intrinsic protein 1B)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g48150 -	mips_11_07_07	"glutathione peroxidase like protein"
	at_At3g08710 -	mips_02	"thioredoxin-like protein"
			mips_02_11
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_01
			mips_06_07
			mips_11
			mips_11_07
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_40_27
	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_At3g16240 -	mips_13_01	"delta tonoplast integral protein (delta-TIP)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g16640 -	mips_11_07_99	"translationally controlled tumor protein-like protein"
			mips_11_99
			mips_13_11_03
			mips_13_11_03_05
			mips_13_11_03_99
			mips_14_10_02_01
			mips_14_10_02_02
			mips_14_10_02_99
			mips_20_25_16_01
			mips_20_25_16_01_03
			mips_20_25_16_03
			mips_20_25_16_03_07
			mips_20_25_16_07
			mips_30_27
			mips_40_27_99
			mips_43
			mips_43_03
			mips_43_03_09
	at_At3g21770 -	mips_11_07_99	"putative peroxidase"
	at_At3g25960 -	mips_02_01	"putative pyruvate kinase"
	at_At3g26520 -	mips_13_01	"salt-stress induced tonoplast intrinsic protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_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_At3g47000	mips_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30
			mips_30_01
			mips_40_01
	at_At3g47440 -	mips_13_01	"aquaporin-like protein"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At3g51030 -	mips_40_26	"thioredoxin h"
			mips_40_26_03
			mips_40_27
	at_At3g52000 -	mips_06_07_11	"serine-type carboxypeptidase like protein"
			mips_40_25
	at_At3g52020 -	mips_06_01	"serine-type carboxypeptidase-like protein"
			mips_06_07_11
			mips_06_10
			mips_40_07
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At3g53420 -	mips_20	"plasma membrane intrinsic protein 2a"
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_67
			mips_67_99
			mips_98
			mips_99
	at_At3g53880	mips_01_05_07	"reductase-like protein"
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At3g54050 -	mips_02_01	"fructose-bisphosphatase precursor"
			mips_02_30
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g55310	mips_01_01_01_11	"beta-ketoacyl-ACP reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At3g55810	mips_02	"pyruvate kinase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
	at_At3g60180 -	mips_01_03_01	"uridylate kinase like protein"
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_63_19_03
	at_At3g60250 -	mips_01_04	"regulatory subunit of protein kinase CK2"
			mips_06_07_03
			mips_10_01_05
			mips_48
	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_At3g61430 -	mips_25_05_13	"plasma membrane intrinsic protein 1a"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At3g63080 -	mips_11_07_07	"glutathione peroxidase -like protein"
	at_At4g00430 -	mips_25_05_13	"transmembrane protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At4g00570	mips_01_05_01_03_03	"putative malate oxidoreductase"
			mips_02_08
			mips_02_10
	at_At4g01900 -	mips_01_02	"P II nitrogen sensing protein GLB I"
			mips_01_02_01
			mips_01_02_04
			mips_40_26
			mips_40_26_03
	at_At4g03140	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g08390 -	mips_01_01_99	"stromal ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g08990 -	mips_01_03_10	"Met2-type cytosine DNA-methyltransferase-like protein"
	at_At4g10380 -	mips_33_03_13	"major intrinsic protein (MIP) - like"
			mips_35_03_17
			mips_67_99
	at_At4g10520 -	mips_06_13	"putative subtilisin-like protease"
	at_At4g10540 -	mips_06_13	"putative subtilisin-like protease"
	at_At4g15210	mips_02	"beta-amylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At4g18910 -	mips_25_05	"major intrinsic protein (MIP)- like"
			mips_67
			mips_67_01
			mips_67_99
	at_At4g20850 -	mips_01_06_10	"putative protein"
			mips_06_07_11
			mips_06_13_99
			mips_63_99
	at_At4g22100 -	mips_01_20_01	"glucosidase like protein"
			mips_01_20_01_07
	at_At4g27820	mips_01_05_01_01_02	"putative beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At4g30290	mips_01	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At4g31760 -	mips_11_07	"peroxidase - like protein"
	at_At4g32320 -	mips_01_01_99	"L-ascorbate peroxidase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g34570 -	mips_01_01	"dihydrofolate reductase-thymidylate synthase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_01_07
			mips_03
			mips_03_01
			mips_40_03
			mips_40_16
			mips_63_19
			mips_63_19_99
	at_At4g34980 -	mips_06_13_04	"subtilisin proteinase - like"
	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_At5g02490 -	mips_11_01_05	"dnaK-type molecular chaperone hsc70.1 - like"
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g04900	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At5g06060	mips_01_01_10_05	"short chain alcohol dehydrogenase-like"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g06720 -	mips_11_05	"peroxidase (emb|CAA68212.1)"
			mips_11_07
	at_At5g07340 -	mips_06_01	"calnexin homolog"
			mips_25_05_01
			mips_40_07
			mips_63_17
			mips_63_17_01
	at_At5g09290 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase-like protein"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_10_01_09
			mips_10_01_09_11
	at_At5g11150 -	mips_06_04	"putative protein"
			mips_08
			mips_08_07
			mips_08_07_03
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_07
			mips_40_08
			mips_40_09
	at_At5g11880 -	mips_01_01_01	"diaminopimelate decarboxylase - like protein"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13_03
			mips_13_03_05
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_21
			mips_63_21_17
	at_At5g16400 -	mips_01_03_04	"thioredoxin f2 (gb|AAD35004.1)"
			mips_06_07_99
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At5g19200	mips_01_01_01_11	"FVT1 - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_27
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g22410 -	mips_11_07	"peroxidase ATP14a homolog"
			mips_11_07_99
	at_At5g22980 -	mips_06_13_04	"serine carboxypeptidase"
			mips_40_25
	at_At5g25980 -	mips_01_20_01	"myrosinase TGG2"
			mips_01_20_01_07
	at_At5g35170 -	mips_01_03	"adenylate kinase -like protein"
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_99
			mips_30_26
			mips_30_26_03
			mips_40_16
			mips_63_19_03
	at_At5g36890	mips_01_05_01_01_01	"beta-glucosidase -like protein"
			mips_01_05_01_01_02
			mips_02_01
	at_At5g37820 -	mips_25_05_13	"Membrane integral protein (MIP) -like"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g42740 -	mips_02_01	"glucose-6-phosphate isomerase, cytosolic (GPI) (phosphoglucose isomerase) (PGI) (phosphohexose isomerase) (PHI) (sp|P34795)"
			mips_14_04_09
			mips_14_04_09_01
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_40_26
			mips_40_26_03
	at_At5g45390 -	mips_03_01	"ATP-dependent Clp protease-like protein"
			mips_03_01_01
			mips_03_01_01_01
			mips_06_10
			mips_06_13
			mips_06_13_99
			mips_11_01
			mips_11_01_03
			mips_11_01_05
			mips_11_01_07
			mips_11_05
			mips_11_05_05
			mips_11_05_05_99
			mips_13_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_16
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
	at_At5g46630 -	mips_06_04	"AP47/50p (gb|AAB88283.1)"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_03
			mips_13_03_01
			mips_30
			mips_30_22
			mips_30_25
			mips_40_02
			mips_40_03
			mips_40_09
	at_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_At5g52640 -	mips_11_01_05	"heat-shock protein"
			mips_30_03
			mips_40_04_05
	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_At5g56010 -	mips_06_01	"heat shock protein 90"
			mips_11_01_05
			mips_13_11
			mips_30_03
			mips_40_04
			mips_40_04_05
	at_At5g59190 -	mips_06_13	"cucumisin precursor - like"
	at_At5g60660 -	mips_25_05_13	"mipC protein - like (aquaporin)"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At5g63680 -	mips_02_01	"pyruvate kinase"
	Validation Accuracy: 31/109 (28.44%)
	Validation Frequency class 'mips_01_05': 305/2885 (10.57%)

	Evaluation on propertest data (4430 items):
	at_At1g01620 -	mips_25_05_13	"putative protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_99
	at_At1g01900 -	mips_06_13	"hypothetical protein"
	at_At1g02850 -	mips_01_20_01	"Similar to beta-glucosidases (At1g02850)"
			mips_01_20_01_07
	at_At1g03480 -	mips_01_07	"coproporphyrinogen III oxidase (LIN2)"
			mips_01_07_01
	at_At1g03680 -	mips_25_05_25	"putative thioredoxin-m"
	at_At1g05240 -	mips_11_07_99	"putative peroxidase ATP12a"
	at_At1g05250 -	mips_11_07	"putative peroxidase ATP12a"
			mips_11_07_99
	at_At1g05260 -	mips_11_07	"putative peroxidase"
			mips_11_07_99
	at_At1g07370 -	mips_03_01_03	"proliferating cellular nuclear antigen"
			mips_03_01_05
			mips_03_01_05_01
			mips_40_10_99
	at_At1g08540 -	mips_04_05_01_01	"plastid RNA polymerase sigma-subunit (SIG1)"
			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_At1g09080 -	mips_01_03	"putative luminal binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_06_01
			mips_13_11
			mips_20_25
	at_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_At1g14550 -	mips_11_07	"peroxidase, putative"
	at_At1g15000 -	mips_06_13_04	"serine carboxypeptidase precursor, putative"
			mips_40_25
			mips_62_02_01_02
	at_At1g17810 -	mips_13_01_01	"putative protein"
			mips_13_01_01_99
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_At1g23100 -	mips_05	"10kd chaperonin like protein"
			mips_06_01
			mips_06_04
			mips_06_10
			mips_08
			mips_08_02
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_40_16
			mips_63_19
	at_At1g25220 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_03
			mips_01_02
			mips_01_02_99
			mips_01_03_04
			mips_01_03_04_03
			mips_11
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_05
			mips_40_03
			mips_40_16
			mips_63_19
	at_At1g29330 -	mips_06_04	"ER lumen protein retaining receptor"
			mips_08
			mips_08_07
			mips_08_07_05
			mips_08_07_07
			mips_08_07_25
			mips_08_07_27
			mips_08_07_29
			mips_10_05
			mips_40_07
			mips_40_08
	at_At1g31880 -	mips_20_25	"hypothetical protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_37
			mips_37_03
			mips_37_03_03
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_07
			mips_67_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_99
	at_At1g35620 -	mips_06_01	"protein disulfide isomerase, putative (At1g35620)"
	at_At1g45130 -	mips_01_20_01	"putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g49570 -	mips_11_07	"peroxidase, putative"
	at_At1g49670 -	mips_02_16	"ARP protein (At1g49670; F14J22.10)"
	at_At1g52990 -	mips_01_06	"hypothetical protein"
			mips_01_06_13
			mips_06_01
			mips_06_07
			mips_29
			mips_29_99
			mips_40_07
	at_At1g55020 -	mips_01_06_10	"putative protein"
			mips_25_05_09
	at_At1g56410 -	mips_03_03_02	"hypothetical protein"
			mips_06_01
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_25_05_25
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g56590 -	mips_40_09	"clathrin coat assembly protein, putative"
			mips_40_25
	at_At1g59950	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_07
			mips_01_06
			mips_11_05
			mips_11_05_01
			mips_11_05_01_03
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_03
			mips_67_04
			mips_67_07
			mips_67_15
	at_At1g61130 -	mips_06	""
			mips_06_13
	at_At1g66270 -	mips_01_20_01	"beta-glucosidase"
			mips_01_20_01_07
	at_At1g66280	mips_01_05_01	"beta-glucosidase, putative"
			mips_01_05_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At1g67730	mips_01_01_01_11	"b-keto acyl reductase (glossy8)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g68850 -	mips_11_07	"peroxidase ATP23a"
	at_At1g69740 -	mips_01_01_99	"putative aminolevulinate dehydratase"
			mips_01_20_19
			mips_01_20_19_01
			mips_63_11
			mips_63_13
			mips_63_13_99
			mips_63_17_09
	at_At1g69880 -	mips_11_07_99	"putative thioredoxin"
			mips_40_27
	at_At1g77490 -	mips_40_26	"thylakoid-bound ascorbate peroxidase"
			mips_40_26_03
	at_At1g77510 -	mips_02_11	"putative thioredoxin"
			mips_06_01
			mips_40_07
	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_At1g79850 -	mips_05	"30S ribosomal protein S17, chloroplast precursor (CS17)"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_05_04_03
			mips_06_10
			mips_08
			mips_40_16
	at_At1g80760 -	mips_25_05_13	"nodulin-like protein"
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_67_01
			mips_67_99
	at_At2g04450 -	mips_01_03_01	"putative mutT domain protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_03
			mips_03_01
			mips_03_01_05
	at_At2g05850 -	mips_06_07_11	"putative serine carboxypeptidase II"
			mips_40_25
			mips_62_02_01_01
	at_At2g16500 -	mips_01_01_01_07	"arginine decarboxylase"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13_03
			mips_13_03_05
	at_At2g18150 -	mips_11_07	"putative peroxidase"
	at_At2g19860	mips_01_05_04	"hexokinase (ATHXK2)"
	at_At2g21020 -	mips_67_01	"putative major intrinsic (channel) protein"
			mips_67_99
	at_At2g24200 -	mips_04_05	"putative leucine aminopeptidase"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_40_03
			mips_40_16
			mips_63_09
			mips_63_17
			mips_63_17_07
			mips_63_17_09
	at_At2g25080 -	mips_11_07_07	"putative glutathione peroxidase"
			mips_67_15
	at_At2g27920 -	mips_06_01	"putative carboxypeptidase"
			mips_06_04
			mips_06_13
			mips_06_13_04
			mips_06_13_04_02
			mips_40_07
			mips_40_09
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_02
			mips_67
	at_At2g27960 -	mips_03_03_01_01	"putative cyclin-dependent kinase regulatory subunit"
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_06_07_03
			mips_14_01_01
			mips_14_01_99
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_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_At2g29560	mips_01_05_01_01_01	"putative enolase (2-phospho-D-glycerate hydroylase)"
			mips_02_01
			mips_02_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
	at_At2g31570 -	mips_11_07	"putative glutathione peroxidase"
			mips_11_07_07
			mips_67_15
	at_At2g32120 -	mips_01_03_16	"70kD heat shock protein"
			mips_01_03_16_01
			mips_06_01
			mips_06_10
			mips_11_01_05
	at_At2g32670 -	mips_08_07	"putative synaptobrevin"
			mips_40_07
			mips_40_08
			mips_40_09
	at_At2g33120 -	mips_08_07	"putative synaptobrevin"
			mips_40_08
			mips_40_09
	at_At2g35780 -	mips_06_01	"putative serine carboxypeptidase II"
			mips_06_07_11
			mips_06_10
			mips_40_25
			mips_62_02_01
			mips_62_02_01_01
	at_At2g36830 -	mips_13_01	"putative aquaporin (tonoplast intrinsic protein gamma)"
			mips_13_01_01
			mips_13_01_01_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_99
	at_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_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_At2g45880	mips_02	"putative beta-amylase"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At3g06730 -	mips_01_03_04	"thioredoxin, putative"
			mips_06_01
			mips_06_07_99
			mips_11_07_03
	at_At3g07770 -	mips_11_01_05	"putative heat-shock protein"
			mips_40_04_05
	at_At3g10330 -	mips_04_01	"transcription initiation factor IIB (TFIIB)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
	at_At3g10620 -	mips_01	"putative diadenosine 5',5'''-P1,P4-tetraphosphate hydrolase"
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_03_04
			mips_01_03_10
			mips_02_13
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_11
			mips_11
			mips_11_07
			mips_11_07_99
			mips_63
	at_At3g12580 -	mips_06_01	"putative protein"
			mips_11_01_05
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At3g13120 -	mips_05_01	"30S ribosomal protein S10, putative"
			mips_05_01_01
			mips_30_03
			mips_30_99
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_At3g13445 -	mips_04_01	"transcription initiation factor TFIID-1 (TATA sequence-binding protein 1)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10_99
			mips_63_03
	at_At3g14390 -	mips_01_01	"putative diaminopimelate decarboxylase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13
			mips_13_03
			mips_13_03_05
			mips_40_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At3g15360 -	mips_02_11	"thioredoxin m4"
			mips_06_01
			mips_40_07
	at_At3g17880 -	mips_11_07_99	"thioredoxin, putative"
			mips_40_26
			mips_40_26_03
			mips_40_27
	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_At3g45030 -	mips_05_01	"40S ribsomomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_03
			mips_30_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
			mips_63_07
	at_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_At3g49120 -	mips_11_05	"peroxidase"
			mips_98
	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_At3g54300 -	mips_40_09	"synaptobrevin -like protein"
	at_At3g55650	mips_01_05	"pyruvate kinase - like protein"
			mips_01_05_01_01
			mips_02_01
	at_At3g55800 -	mips_02_01	"sedoheptulose-bisphosphatase precursor"
			mips_02_30
			mips_40_26
			mips_40_26_03
			mips_47_03_11
			mips_47_03_11_07
	at_At3g58740	mips_01_05_01_01_01	"citrate synthase -like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g58750	mips_01_05_01_01_01	"citrate synthase -like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g60100	mips_01_05_01_01_01	"citrate synthase-like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g60120	mips_01_05_01_01_02	"beta-glucosidase-like protein"
			mips_01_20_01
			mips_01_20_01_07
	at_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_At3g63470 -	mips_06_07_11	"serin carboxypeptidase - like protein"
			mips_40_25
			mips_62_02_01_01
	at_At4g00490 -	mips_02_19	"putative beta-amylase"
			mips_02_99
	at_At4g00620 -	mips_01_01_01_07	"putative tetrahydrofolate synthase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_03_04
			mips_01_07_01
			mips_04_03
			mips_04_03_06
	at_At4g04640 -	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_45
			mips_02_45_15
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_26
			mips_40_26_03
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g05090 -	mips_01	"3'(2'),5'-BISPHOSPHATE NUCLEOTIDASE -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_01_04
			mips_01_04_99
			mips_01_06
			mips_01_06_01
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_11
			mips_11
			mips_11_01
			mips_40_03
			mips_40_16
	at_At4g13610 -	mips_01_03_10	"DNA (cytosine-5-)-methyltransferase - like protein"
			mips_03_01_05_01
			mips_03_01_09
	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_At4g17090	mips_02	"beta-amylase (ct-bmy gene)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At4g19030 -	mips_67_99	"nodulin-26 like protein"
	at_At4g21640 -	mips_06_13	"subtilisin-like protease"
	at_At4g24040	mips_01	"trehalase like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_06
			mips_06_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_02
			mips_40_03
	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_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_At4g30280	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_30_01
			mips_40_01
	at_At4g30610 -	mips_06_07_11	"SERINE CARBOXYPEPTIDASE II-like protein"
			mips_40_25
	at_At4g30800 -	mips_05_04_03	"ribosomal protein S11 - like"
			mips_62_01_07
			mips_62_02_99
	at_At4g31870 -	mips_11_07	"glutathione peroxidase - like protein"
			mips_11_07_07
			mips_67_15
	at_At4g35830 -	mips_01_20_17_07	"cytoplasmatic aconitate hydratase (citrate hydro-lyase)(aconitase)(EC 4.2.1.3)"
			mips_02_10
			mips_02_22
			mips_13_01_01
			mips_13_01_01_01
	at_At4g35970 -	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g36430 -	mips_11_07	"peroxidase like protein"
	at_At4g37800	mips_01_05_99	"endo-xyloglucan transferase - like protein"
			mips_40_01
	at_At5g02500 -	mips_06_01	"dnaK-type molecular chaperone hsc70.1"
			mips_06_04
			mips_11_01
			mips_11_01_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_02
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_67_99
	at_At5g03370 -	mips_01	"unknown protein"
			mips_01_04
			mips_98
	at_At5g03620 -	mips_06_13	"cucumisin precursor -like protein"
	at_At5g08570	mips_02	"pyruvate kinase"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
	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_At5g09500 -	mips_06_10	"ribosomal protein S15-like"
			mips_30_99
	at_At5g09510 -	mips_05_01	"ribosomal protein S15-like"
			mips_05_01_01
			mips_30_99
			mips_63_03_01
			mips_63_03_03
			mips_63_07
	at_At5g17710 -	mips_08_02	"chloroplast GrpE protein"
			mips_08_04
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
			mips_40_26
			mips_40_26_03
	at_At5g18100 -	mips_11_01_01	"Cu/Zn superoxide dismutase-like protein"
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
	at_At5g19660 -	mips_01_06_10	"subtilisin-like protein"
			mips_06_07_11
			mips_06_13_99
			mips_13_11_03
			mips_13_11_03_03
	at_At5g20720 -	mips_08_02	"chloroplast Cpn21 protein"
	at_At5g23140 -	mips_03	"ATP-dependent protease proteolytic subunit ClpP-like protein"
			mips_03_01
			mips_03_01_01
			mips_03_01_01_01
			mips_06_10
			mips_06_13
			mips_06_13_99
			mips_11_01_07
			mips_30
			mips_30_16
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_17
			mips_63_01
			mips_63_17_07
			mips_63_19
			mips_63_19_03
	at_At5g24540	mips_01_05	"beta-glucosidase"
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05
			mips_11_05_03
	at_At5g28510	mips_01_05	"thioglucosidase (myrosinase) - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_02
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_11
			mips_11_05
			mips_11_05_03
	at_At5g36880	mips_01_05_01_01_03	"acetyl-CoA synthetase"
			mips_01_06_01
			mips_01_06_01_05
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_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_At5g40150 -	mips_11_05	"peroxidase ATP26a"
	at_At5g40610	mips_01_05_01_01_01	"dihydroxyacetone 3-phosphate reductase (dhaprd)"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g40950 -	mips_05	"50S ribosomal protein L27"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06
			mips_06_10
			mips_40_03
			mips_40_16
			mips_63
			mips_63_01
	at_At5g42180 -	mips_11_05	"peroxidase (emb|CAA66960.1)"
			mips_11_07
	at_At5g42260	mips_01_05_01_01_02	"beta-glucosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_11_05_03
	at_At5g47080 -	mips_01_04	"casein kinase II beta chain"
			mips_06_07_03
			mips_10_01_05
			mips_48
	at_At5g47320 -	mips_25_05_13	"40S ribosomal protein S19"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_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_At5g49910 -	mips_11_01_05	"heat shock protein 70 (Hsc70-7)"
			mips_20_25_16
	at_At5g50370 -	mips_01_03_01	"adenylate kinase"
			mips_01_03_01_03
			mips_01_03_99
			mips_63_19_03
	at_At5g50590	mips_01_01	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At5g50950 -	mips_01_01_01_07	"fumarate hydratase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_02_10
	at_At5g52920 -	mips_02_01	"pyruvate kinase"
	at_At5g56000 -	mips_02_19	"heat shock protein (emb|CAA72514.1)"
			mips_03_03_02
			mips_06_01
			mips_13_11
			mips_14_04_03
			mips_14_04_03_03
			mips_14_04_03_05
			mips_40_04
			mips_40_04_05
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_63_07
	at_At5g57530	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	at_At5g57550	mips_01_05_99	"endoxyloglucan transferase (gb|AAD45127.1)"
			mips_30_01
			mips_40_01
	at_At5g57560	mips_01_05_99	"TCH4 protein (gb|AAA92363.1)"
			mips_40_01
	at_At5g62300 -	mips_05	"ribosomal protein S20 - like"
			mips_05_01
			mips_05_01_01
			mips_06
			mips_06_10
			mips_30
			mips_30_03
			mips_30_99
			mips_40
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_07
			mips_98
	at_At5g62420	mips_01_05_07	"aldose reductase-like protein"
			mips_20_25_07
			mips_20_25_07_01
			mips_20_25_07_07
			mips_20_25_07_99
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_15
			mips_47_03_15_09
			mips_47_03_21
			mips_47_03_21_01
			mips_67_07
			mips_67_15
	at_At5g63070 -	mips_05_01	"40S ribosomal protein S15-like protein"
			mips_05_01_01
			mips_30_99
	at_At5g63890 -	mips_01_01_01_11	"histidinol dehydrogenase"
			mips_01_01_01_11_15
	at_At5g63920 -	mips_03_01_03	"DNA topoisomerase III"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_01_99
			mips_03_03_02
			mips_30_10
			mips_40_10_03
			mips_48
			mips_63_03_01
	at_At5g63980 -	mips_01_01_01	"3'(2'),5'-bisphosphate nucleotidase"
			mips_01_02_01
			mips_01_03_01
			mips_01_06_01
	at_At5g64000 -	mips_01_02	"3'(2'),5'-bisphosphate nucleotidase (emb|CAB05889.1)"
			mips_01_02_01
			mips_01_03_01
			mips_01_04_99
			mips_10_01_09
			mips_10_01_09_11
	at_At5g64110 -	mips_11_07	"peroxidase ATP3a homolog"
			mips_11_07_99
	at_At5g64120 -	mips_11_07_99	"peroxidase (emb|CAA67551.1)"
	at_At5g65730	mips_01_05_99	"xyloglucan endo-transglycosylase-like protein"
			mips_30_01
			mips_40_01
	Propertest Accuracy: 36/150 (24.00%)
	Propertest Frequency class 'mips_01_05': 473/4430 (10.68%)

	New (unknown) data (2885 items):
	at_At1g14540 -	no entry	null
	at_At1g20160 -	no entry	null
	at_At1g21650 -	no entry	null
	at_At1g24110 -	no entry	null
	at_At1g25170 -	no entry	null
	at_At1g30110 -	no entry	null
	at_At1g32940 -	no entry	null
	at_At1g34510 -	no entry	null
	at_At1g44970 -	no entry	null
	at_At1g66100 -	no entry	null
	at_At2g12510 -	no entry	null
	at_At2g19170 -	no entry	null
	at_At2g22420 -	no entry	null
	at_At2g24000 -	no entry	null
	at_At2g24090 -	no entry	null
	at_At2g32920 -	no entry	null
	at_At2g33530 -	no entry	null
	at_At2g38900 -	no entry	null
	at_At2g39040 -	no entry	null
	at_At3g14940 -	no entry	null
	at_At3g46840 -	no entry	null
	at_At3g46850 -	no entry	null
	at_At3g49110 -	no entry	null
	at_At4g10510 -	no entry	null
	at_At4g11290 -	no entry	null
	at_At4g20430 -	no entry	null
	at_At4g21630 -	no entry	null
	at_At4g35090 -	no entry	null
	at_At5g11940 -	no entry	null
	at_At5g42230 -	no entry	null
	at_At5g42240 -	no entry	null
	at_At5g45640 -	no entry	null
	at_At5g58820 -	no entry	null
	at_At5g59090 -	no entry	null
	at_At5g59100 -	no entry	null
	at_At5g64100 -	no entry	null
	at_At5g67090 -	no entry	null
	at_At5g67360 -	no entry	null
	at_At1g04110 -	no entry	null
	at_At1g20150 -	no entry	null
	at_At1g30870 -	no entry	null
	at_At1g32950 -	no entry	null
	at_At1g32970 -	no entry	null
	at_At1g56190 -	no entry	null
	at_At1g66220 -	no entry	null
	at_At1g69620 -	no entry	null
	at_At1g77100 -	no entry	null
	at_At2g38380 -	no entry	null
	at_At2g38390 -	no entry	null
	at_At2g42600 -	no entry	null
	at_At2g43480 -	no entry	null
	at_At3g49960 -	no entry	null
	at_At4g08770 -	no entry	null
	at_At4g10550 -	no entry	null
	at_At4g26330 -	no entry	null
	at_At4g30170 -	no entry	null
	at_At4g35100 -	no entry	null
	at_At4g37530 -	no entry	null
	at_At5g05340 -	no entry	null
	at_At5g06730 -	no entry	null
	at_At5g17820 -	no entry	null
	at_At5g19880 -	no entry	null
	at_At5g19890 -	no entry	null
	at_At5g20070 -	no entry	null
	at_At5g43580 -	no entry	null
	at_At5g51750 -	no entry	null
	at_At5g58400 -	no entry	null
	at_At5g67400 -	no entry	null
	at_At1g28110 -	no entry	null
	at_At1g34330 -	no entry	null
	at_At1g53310 -	no entry	null
	at_At1g62340 -	no entry	null
	at_At1g66210 -	no entry	null
	at_At1g68750 -	no entry	null
	at_At2g18980 -	no entry	null
	at_At2g24800 -	no entry	null
	at_At2g34060 -	no entry	null
	at_At3g14067 -	no entry	null
	at_At3g32980 -	no entry	null
	at_At4g10530 -	no entry	null
	at_At4g15040 -	no entry	null
	at_At4g21110 -	no entry	null
	at_At4g25980 -	no entry	null
	at_At4g33420 -	no entry	null
	at_At4g33870 -	no entry	null
	at_At4g37520 -	no entry	null
	at_At5g14130 -	no entry	null
	at_At5g15220 -	no entry	null
	at_At5g22960 -	no entry	null
	at_At5g44530 -	no entry	null
	at_At5g59810 -	no entry	null


------------------
Rule 43
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),ipr_ATP/GTP-binding_site_motif_A__P-loop_(_orf_0,_ipr_2),scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),coil(_orf_0) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),fprintscan(_orf_0,_fprintscan_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 0
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 1
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	->  class mips_01_20 "secondary metabolism"

	Evaluation on training data (5760 items):
	at_At1g01480	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACC2)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g03890 -	mips_01_05_01_01_03	"putative cruciferin 12S seed storage protein"
			mips_02_13
			mips_65
	at_At1g06830 -	mips_01_03	"glutaredoxin like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At1g14310 -	mips_06_07_03	"hypothetical protein"
	at_At1g15140 -	mips_01	"Unknown protein (At1g15140; F9L1.8)"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_13
			mips_06
			mips_40
			mips_67
			mips_67_15
	at_At1g17010	mips_01_20	"SRG1-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g18130 -	mips_01_03_16	"hypothetical protein"
			mips_04_03
			mips_04_03_01
			mips_05_10
	at_At1g23470	mips_01_20_99	"putative polygalacturonase precursor"
	at_At1g24340	mips_01	"hypothetical protein"
			mips_01_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_01_20_33
			mips_11
			mips_11_05
			mips_11_05_01
			mips_11_07
			mips_11_07_03
			mips_40_03
			mips_67
			mips_67_15
			mips_98
	at_At1g30040	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g31410 -	mips_08_19	"hypothetical protein"
			mips_40_27_03
			mips_63_99
			mips_67_50_25
	at_At1g32080 -	mips_30_34	"unknown protein"
			mips_40_30
	at_At1g44090	mips_01_20_17	"gibberelin 20-oxidase, putative"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g47990	mips_01_20_17_07	"dioxygenase, putative"
			mips_20_20
			mips_20_20_18
	at_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_At1g58440	mips_01_05_01_01_09	"unknown protein"
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_13
			mips_13_11_03
			mips_13_11_03_01
			mips_20_03
			mips_20_07
			mips_20_07_05
			mips_20_07_07
			mips_45_03_05
			mips_45_03_05_09
			mips_45_03_99
	at_At1g60980	mips_01_01_99	"putative gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g62800	mips_01_01_01_01	"aspartate aminotransferase (Asp4)"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At1g62960	mips_01_01_01	"1-aminocyclopropane-1-carboxylate synthase, putative"
			mips_01_01_10_03
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At1g70580 -	mips_01_01_01_01	"putative alanine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g70820 -	mips_01_05_01_03	""
			mips_01_05_01_03_01
	at_At1g71170 -	mips_01_01	"dehydrogenase like protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_07
			mips_40_16
	at_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_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_At2g04720 -	mips_08_16	"putative GTP-binding protein"
			mips_40_08
			mips_63_19_05
	at_At2g05180	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_20
			mips_02_11
			mips_40
			mips_63
			mips_98
			mips_99
	at_At2g22810	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase (ACS4)"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At2g25610 -	mips_08_13	"putative vacuolar ATP synthase proteolipid subunit"
			mips_40_25
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g28680 -	mips_01_05_01_01_01	"legumin-like protein"
			mips_01_05_01_01_03
			mips_02_13
			mips_02_99
			mips_65
	at_At2g30540 -	mips_01_03_07	"putative glutaredoxin"
	at_At2g30970	mips_01_01_01_01	"aspartate aminotransferase (AAT1)"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At2g33820 -	mips_01_05_07	"putative mitochondrial carrier protein"
			mips_08_04
			mips_67_07
	at_At2g43400 -	mips_01_06_01_05	"putative electron transfer flavoprotein ubiquinone oxidoreductase"
			mips_01_06_01_07
			mips_02_13
			mips_02_25
			mips_40_26
			mips_40_26_03
	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_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_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_At3g16540 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At3g25530 -	mips_01_01_01_15	"putative protein"
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
	at_At3g26410 -	mips_03_01_05_01	"putative protein"
	at_At3g42850	mips_01_05_04	"arabinose kinase - like protein"
			mips_01_20_01
	at_At3g46490 -	mips_01_01_99	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At3g49620	mips_01_20_17_07	"2-oxoacid-dependent oxidase (din11)"
			mips_01_20_35_01_05
	at_At3g50210	mips_01_20_17_07	"flavonol synthase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g53990 -	mips_11_01	"putative protein"
	at_At3g62550 -	mips_10	"unknown protein"
			mips_10_01
			mips_10_01_01
			mips_10_05
			mips_11
			mips_11_01
			mips_99
	at_At4g03050	mips_01_20_17_07	"2-oxoglutarate-dependent dioxygenase (AOP3)"
			mips_20_20
			mips_20_20_18
	at_At4g08040	mips_01_01_01_07	"putative protein"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g09750	mips_01_05_01_01_09	"putative protein"
			mips_01_05_01_01_11
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g15440 -	mips_01_06_04	"hydroperoxide lyase (HPL1)"
			mips_11_07_01
	at_At4g16770	mips_01_01_99	"gibberellin oxidase-like protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_14
			mips_14_01_05
			mips_20_20
			mips_20_20_18
	at_At4g23340	mips_01_01_99	"putative protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g25310	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g26200	mips_01_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At4g30210	mips_01	"NADPH-ferrihemoprotein reductase (ATR2)"
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_02_11
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_01
			mips_11
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_07
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_63
			mips_63_01
			mips_63_17
			mips_63_17_01
			mips_67
			mips_67_15
			mips_98
	at_At4g31990	mips_01_01_01_01	"aspartate aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At4g32360 -	mips_01_01	"MFDR (AtMFDR)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_02_11
			mips_02_11_05
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At4g32530 -	mips_08_13	"H+-transporting ATPase like protein"
			mips_40_25
			mips_67_15
			mips_67_50_22
	at_At4g38540	mips_01_01_10	"monooxygenase 2 (MO2)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_07_01
			mips_01_20_33
	at_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_At5g07200	mips_01_01_99	"gibberellin 20-oxidase"
			mips_01_20_13
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At5g11330 -	mips_01_07	"putative protein"
	at_At5g11520	mips_01_01	"aspartate aminotransferase (Asp3)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At5g23980 -	mips_02_11	"FRO2 homolog"
			mips_11_05_03
			mips_11_07
			mips_11_07_07
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_14_01
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17
			mips_63_17_01
	at_At5g37540 -	mips_01_25	"unknown protein"
			mips_01_25_03
			mips_20_03
			mips_40_27
			mips_47_03_11
			mips_47_03_11_03
			mips_47_03_15
			mips_47_03_15_09
	at_At5g39740 -	mips_40_10_07	"ribosomal protein L5 - like"
	at_At5g40560 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At5g58660	mips_01	"putative protein"
			mips_01_01
			mips_01_01_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_At5g65800	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase ACS5 (pir||S71174)"
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g66190 -	mips_01_01_10	"ferredoxin-NADP+ reductase"
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17_01
	at_At5g66760 -	mips_02_10	"succinate dehydrogenase flavoprotein alpha subunit (emb|CAA05025.1)"
			mips_02_13
			mips_02_13_03
			mips_67_15
	Training Accuracy: 37/71 (52.11%)
	Training Frequency class 'mips_01_20': 604/5760 (10.49%)

	Evaluation on validation data (2885 items):
	at_At1g09300 -	mips_01_01	"hypothetical protein"
			mips_06_13_01
			mips_06_13_99
			mips_63_17
	at_At1g15550	mips_01_20_13	"putative protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g17020	mips_01_20_17	"SRG1-like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At1g52600 -	mips_06_07_11	"unknown protein"
			mips_08_16
			mips_08_16_05
	at_At1g60950 -	mips_67	"ferrodoxin precursor"
			mips_67_15
	at_At1g75200 -	mips_43	"unknown protein (At1g75200)"
			mips_43_03
			mips_43_03_99
			mips_47_03_03
			mips_47_03_03_02
	at_At2g11140 -	mips_29_01	"putative retroelement pol polyprotein"
			mips_29_99
	at_At2g29720	mips_01_01_10	"Hydroxylase/Oxygenase (CTF2B)"
			mips_01_01_10_05
			mips_01_01_10_05_07
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07_01
			mips_01_20_33
	at_At2g47870 -	mips_01_03	"putative glutaredoxin"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At3g16550 -	mips_06_07_11	"putative serine protease"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At3g19010	mips_01_20_17_07	"oxidase like protein"
	at_At3g25520 -	mips_05_01	"ribosomal protein, putative"
			mips_05_01_01
			mips_40_10_07
			mips_63_03_03
	at_At3g62950 -	mips_01_03_07	"glutaredoxin -like protein"
	at_At4g11280	mips_01_01_01_07	"ACC synthase (AtACS-6)"
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_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_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_At4g21690	mips_01_20_13	"gibberellin 3 beta-hydroxylase - like protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g23430	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_14_01_01
			mips_14_05
	at_At4g25300	mips_01_01_99	"SRG1-like protein"
			mips_01_20_17_07
	at_At4g29120 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_03
			mips_01_07
	at_At5g36950 -	mips_06_07_11	"putative protein"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33_03_17
			mips_40_27_99
	at_At5g50160	mips_02	"FRO1 and FRO2-like protein"
			mips_01_20
			mips_01_20_35
			mips_01_20_35_02
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_07
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_37
			mips_37_03
			mips_37_03_13
			mips_40_02
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
			mips_67
			mips_67_15
	at_At5g51310	mips_01_20_17_07	"gibberellin 20-oxidase-like protein"
			mips_20_20
			mips_20_20_18
	at_At5g51900 -	mips_01_06_01	"putative protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g58070 -	mips_20_25	"outer membrane lipoprotein - like"
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_27
			mips_63_09
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
			mips_67_13
	Validation Accuracy: 12/25 (48.00%)
	Validation Frequency class 'mips_01_20': 255/2885 (8.84%)

	Evaluation on propertest data (4430 items):
	at_At1g01220 -	mips_01_05_01_01_01	"hypothetical protein"
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_06_01
			mips_11_07
			mips_63_13
			mips_63_13_01
			mips_63_19_03
	at_At1g17290	mips_01_01	"alanine aminotransferase (ALAAT1)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_02_01
			mips_20
			mips_20_20
			mips_20_20_18
			mips_40_03
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g20020 -	mips_01_01	"ferredoxin--NADP reductase precursor, putative"
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_02
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_02_11
			mips_10_01_09
			mips_10_01_09_01
			mips_40_26
			mips_40_26_03
			mips_43
			mips_43_03
			mips_43_03_09
			mips_43_03_09_05
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_02
			mips_63_17
			mips_63_17_01
			mips_67_15
	at_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_At1g23310 -	mips_01_01	"putative alanine aminotransferase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_01_10
			mips_01_02
			mips_01_02_01
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g33650 -	mips_11_07_03	"unknown protein"
	at_At1g35190	mips_01_20_17	"hyoscyamine 6-dioxygenase hydroxylase, putative"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g44160 -	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_01
			mips_11_01_05
	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_At1g57650 -	mips_11	""
			mips_11_01
			mips_11_05
			mips_11_05_01
			mips_11_05_03
	at_At1g65630 -	mips_06_01	"serine protease DO, putative"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_05
			mips_40_07
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g65640 -	mips_06_07_11	"serine protease DO, putative"
			mips_06_13_99
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14_01_05
			mips_14_01_99
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
	at_At1g71180 -	mips_01_01_01	"putative dehydrogenase (At1g71180)"
			mips_01_01_01_15
			mips_01_01_10_04
			mips_01_01_10_04_02
			mips_01_01_10_04_03
			mips_01_01_10_04_04
			mips_01_07
	at_At1g72330	mips_01_01_01	"alanine aminotransferase (ALAAT2)"
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_01_15_01
			mips_01_02_01
			mips_01_20_99
			mips_02_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_63_11
			mips_63_21
			mips_63_21_17
	at_At1g78440	mips_01_20_17_07	"putative dioxygenase"
			mips_20_20
			mips_20_20_18
	at_At1g78550	mips_01_01_99	"Hypothetical protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At1g79370	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g80770 -	mips_10_01_05	"GTP-binding protein, putative"
			mips_10_01_05_05
			mips_30_08
			mips_30_25
			mips_40_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_17
			mips_63_17_09
			mips_63_19_05
	at_At2g05990	mips_01_01_01	"enoyl-ACP reductase (ENR1)"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At2g07640	mips_01_01_01	"unknown protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g16970 -	mips_01_05_07	"putative tetracycline transporter protein"
			mips_08_16
			mips_11_07_05
			mips_40_30
			mips_67_07
			mips_67_28
			mips_67_50_05
	at_At2g18450 -	mips_02_10	"putative succinate dehydrogenase flavoprotein subunit"
			mips_02_11
			mips_02_13
			mips_02_13_03
			mips_67_15
	at_At2g25030 -	mips_06_13	"putative ATP-dependent CLPB protein"
			mips_06_13_99
			mips_06_99
			mips_11_01_05
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
	at_At2g27510 -	mips_67_15	"putative ferredoxin"
	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_At2g43020	mips_02	"putative amine oxidase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_02_11
			mips_13
			mips_13_03
			mips_13_03_01
			mips_20
			mips_40_16
			mips_67
			mips_67_15
	at_At2g47710 -	mips_10_05	"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_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_At3g19000	mips_01_20_17	"unknown protein"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At3g24590 -	mips_06_07_11	"chloroplast thylakoidal processing peptidase, putative"
			mips_08_16
			mips_08_16_05
			mips_30_16
			mips_40_30
	at_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_At3g47190	mips_01_01_99	"1-aminocyclopropane-1-carboxylic acid oxidase - like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g49630	mips_01_20_17_07	"putative protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_20_20
			mips_20_20_18
	at_At3g49700	mips_01	"1-aminocyclopropane-1-carboxylate synthase -like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
			mips_98
	at_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_At3g55970	mips_01_20_17	"leucoanthocyanidin dioxygenase -like protein"
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_20_20
			mips_20_20_18
	at_At3g61510	mips_01_01_01_07	"1-aminocyclopropane-1-carboxylate synthase-like protein"
			mips_01_01_01_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_10
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At3g62960 -	mips_01_03	"glutaredoxin -like protein"
			mips_01_03_07
			mips_02_11
			mips_11_07
			mips_67_15
	at_At4g03070	mips_01_01_99	"putative oxidoreductase"
			mips_01_20_17_07
			mips_20_20
			mips_20_20_18
	at_At4g03530 -	mips_29	"putative reverse transcriptase"
			mips_29_01
			mips_29_02
			mips_29_99
	at_At4g04850 -	mips_67_04	"putative potassium transporter"
			mips_67_04_01
			mips_67_04_01_02
	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_At4g17360 -	mips_01_03_01	"phosphoribosylglycinamide formyltransferase-like protein"
			mips_01_03_01_03
			mips_01_07_01
	at_At4g20310 -	mips_01_06_10	"putative protein"
			mips_06_07_11
			mips_06_13_99
	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_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_At4g30040 -	mips_06_13_04	"putative protein"
			mips_06_13_04_01
			mips_20_03
			mips_40_25
	at_At4g37770	mips_01_01	"1-aminocyclopropane-1-carboxylate synthase - like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_23
			mips_01_20_99
			mips_10_01
			mips_10_01_01
			mips_14
			mips_20
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g05320	mips_01_01_10_05	"monooxygenase"
			mips_01_01_10_05_07
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_33
			mips_67_15
	at_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_At5g08180 -	mips_04_01	"nhp2-like protein"
			mips_04_01_04
			mips_04_05_01_04_03
			mips_05_01
			mips_05_01_01
			mips_11_01_09
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At5g14680 -	mips_10_05	"putative protein"
			mips_11_01
	at_At5g16850 -	mips_03_01	"telomerase reverse transcriptase"
			mips_03_01_03
			mips_03_99
			mips_13_11
			mips_30_10
			mips_30_10_03
			mips_40_10_03
	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_At5g18880 -	mips_29	"SAE1-S9-protein - like"
			mips_29_02
	at_At5g19550	mips_01_01	"aspartate aminotransferase Asp2"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_05
			mips_01_01_01_07
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_01
			mips_01_02_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_27
			mips_02_10
			mips_40_26
			mips_40_26_03
	at_At5g20780 -	mips_29	"putative protein"
			mips_29_02
	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_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_At5g24850 -	mips_03	"DNA photolyase - like protein"
			mips_03_01
			mips_03_01_05
			mips_10
			mips_10_01
			mips_10_01_99
			mips_13
			mips_13_11
			mips_13_11_01
			mips_13_11_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40
			mips_40_10
			mips_40_10_99
			mips_40_16
			mips_40_37
			mips_63_03
	at_At5g28360	mips_01_01_10	"fragment of 1-aminocyclopropane-1-carboxylate synthase"
			mips_01_01_10_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g35920 -	mips_11_07	"cytochrome P450-like"
			mips_11_07_01
	at_At5g40200 -	mips_06	"putative serine protease (MSN9.10)"
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_06_13_99
			mips_10
			mips_10_01
			mips_10_05
			mips_10_05_01
			mips_10_05_01_12
			mips_10_05_01_12_05
			mips_14
			mips_14_01
			mips_14_01_05
			mips_14_01_99
			mips_14_04
			mips_14_04_07
			mips_14_04_09
			mips_14_04_09_99
			mips_33
			mips_33_03
			mips_33_03_17
			mips_40_27
			mips_40_27_99
			mips_63
			mips_63_01
	at_At5g42650	mips_01_20_17_07	"allene oxide synthase (emb|CAA73184.1)"
	at_At5g49730	mips_01_20_35	"FRO2-like protein; NADPH oxidase-like"
			mips_01_20_35_02
			mips_11_07_07
			mips_14_01_03
			mips_37
			mips_37_03
			mips_37_03_13
			mips_63_17_01
			mips_63_21
			mips_63_21_05
			mips_63_21_99
	at_At5g51690	mips_01_01	"ACS12 (MIO24.18)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_01_11_09
			mips_01_01_01_11_11
			mips_01_02
			mips_01_02_01
			mips_01_20_23
			mips_01_20_99
			mips_14_20
			mips_20_20
			mips_20_20_18
	at_At5g51810	mips_01_20_17	"gibberellin 20-oxidase (emb|CAA58294.1)"
			mips_01_20_17_07
	at_At5g67290 -	mips_01_01_01_11	"unknown protein"
			mips_01_01_01_11_01
			mips_01_01_01_11_07
			mips_01_01_10
			mips_01_01_10_05
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_48
			mips_63_11
			mips_63_21
			mips_63_21_05
	Propertest Accuracy: 31/69 (44.93%)
	Propertest Frequency class 'mips_01_20': 435/4430 (9.82%)

	New (unknown) data (2885 items):
	at_At1g10960 -	no entry	null
	at_At1g11360 -	no entry	null
	at_At1g33560 -	no entry	null
	at_At1g42660 -	no entry	null
	at_At1g68300 -	no entry	null
	at_At2g04440 -	no entry	null
	at_At2g42190 -	no entry	null
	at_At3g17020 -	no entry	null
	at_At3g58450 -	no entry	null
	at_At4g00390 -	no entry	null
	at_At5g57030 -	no entry	null
	at_At1g09740 -	no entry	null
	at_At2g01050 -	no entry	null
	at_At3g11930 -	no entry	null
	at_At3g28160 -	no entry	null
	at_At4g28770 -	no entry	null
	at_At5g14470 -	no entry	null
	at_At5g27520 -	no entry	null
	at_At4g27320 -	no entry	null
	at_At4g35880 -	no entry	null
	at_At5g13900 -	no entry	null
	at_At5g14380 -	no entry	null


------------------
Rule 976
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	profscan_ser_rich(_orf_0,_profscan_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3) = 0
	hmmpfam_f_box(_orf_0,_hmmpfam_id_1),seg(_orf_0) = 0
	profscan_glu_rich(_orf_0,_profscan_id_1),profscan(_orf_0,_profscan_id_1,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_3,_ipr_2) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	->  class mips_01_20 "secondary metabolism"

	Evaluation on training data (5760 items):
	at_At1g01420	mips_01_20_17	"flavonol 3-o-glucosyltransferase, putative"
			mips_01_20_17_07
			mips_01_20_35_01
	at_At1g01600 -	mips_02	"hypothetical protein"
			mips_01_06
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At1g02560 -	mips_03_01_01	"ATP-dependent clp protease proteolytic subunit (nClpP1)"
			mips_03_01_01_01
			mips_06_10
			mips_06_13_99
			mips_11_01_07
			mips_30_16
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_17
			mips_63_17
			mips_63_17_07
			mips_63_19_03
	at_At1g03960 -	mips_03	"putative protein phosphatase 2A"
			mips_03_01
			mips_03_01_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10_01
			mips_10_01_01
			mips_13
			mips_13_01
			mips_13_11
			mips_13_11_03
			mips_25
			mips_25_01
			mips_25_01_01
			mips_63_17
			mips_63_17_01
	at_At1g04980 -	mips_02_11	"disulfide isomerase-related protein, putative"
			mips_06_01
			mips_25_05_25
			mips_40_07
	at_At1g05650 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g06020 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g06030 -	mips_02	"fructokinase, putative"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g06870 -	mips_06_07_11	"chloroplast thylakoidal processing peptidase like protein"
			mips_08_16
			mips_08_16_05
			mips_40_01
			mips_40_30
	at_At1g06900 -	mips_06_07_11	"unknown protein"
			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_03_03
			mips_47_03_03_01
			mips_47_03_15
			mips_47_03_15_07
	at_At1g07440	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g07450	mips_01_01_01_11	"tropinone reductase-I, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	at_At1g09590 -	mips_05_01	"putative 60S ribosomal protein L21"
			mips_05_01_01
	at_At1g09690 -	mips_05_01	"putative 60S ribosomal protein L21"
			mips_05_01_01
	at_At1g10640 -	mips_01_05_01_01_01	"similar to polygalacturonase-like protein"
			mips_30_01
	at_At1g10730 -	mips_06_04	"putative clathrin-coat assembly protein"
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_07_22_01
			mips_13
			mips_13_03
			mips_13_03_01
			mips_14
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_02
			mips_40_03
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At1g11590 -	mips_01_05_99	"similar to pectinesterase emb|CAA47810; similar to ESTs gb|AI999792.1"
			mips_40_01
	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_At1g12900 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A, cholorplast precursor, putative"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g13070	mips_01_20	"putative cytochrome P450 monooxygenase"
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At1g13100 -	mips_11_07_01	"putative cytochrome P450 monooxygenase"
	at_At1g13140 -	mips_02_11	"putative cytochrome P450 monooxygenase"
			mips_11_07
			mips_11_07_01
	at_At1g13150 -	mips_02_11	"putative cytochrome P450 monooxygenase"
	at_At1g13440 -	mips_02_01	"putative protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g13710	mips_01_20_17	"hypothetical protein"
			mips_01_20_17_07
	at_At1g13950 -	mips_01_03_16	"putative initiation factor 5A-4"
			mips_05_04_01
	at_At1g14140 -	mips_01_05_07	"putative mitochondrial uncoupling protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At1g14240	mips_01	"putative nucleoside triphosphatase"
			mips_01_03
			mips_01_04
			mips_01_04_99
			mips_01_05
			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_06
			mips_06_07
			mips_10
			mips_11
			mips_11_01
			mips_13
			mips_13_07
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_02
			mips_40_08
			mips_40_25
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_17_07
			mips_63_17_11
			mips_63_19
	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_At1g15020 -	mips_02_11	"thioredoxin, putative"
			mips_14_01
	at_At1g16300 -	mips_02_01	"glyceraldehyde-3-phosphate dehydrogenase like protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g16330 -	mips_03_03_04	"putative mitotic cyclin"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01
			mips_62_02_01_01
	at_At1g16350 -	mips_01_03	"putative inosine-5'-monophosphate dehydrogenase"
			mips_01_03_01
			mips_01_03_01_03
	at_At1g16700 -	mips_02_11_05	"Putative NADH-ubiquinone oxidoreductase"
			mips_02_11_99
	at_At1g17050	mips_01_06_01	"putative prenyl transferase (prephytoene pyrophosphatase dehydrogenase)"
			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_At1g17150 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g17420 -	mips_01_06_10	"lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g20490	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g20500	mips_01_05_01_01_03	"hypothetical protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At1g20560	mips_01_06_01_01	"unknown protein (At1g20560)"
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35_01
			mips_02_25
			mips_67_13
	at_At1g21530	mips_02	"amp-binding protein, putative"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_37
			mips_01_20_37_03
			mips_02_25
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g21540	mips_01_05_01_01_03	"amp-binding protein, putative"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g21750 -	mips_02_11	"putative disulfide isomerase"
			mips_06_01
			mips_40_07
	at_At1g22150 -	mips_35_03_05	"sulfate tansporter Sultr1;3 (Sultr1;3)"
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At1g22360	mips_01_20_17_07	"putative protein"
	at_At1g22400	mips_01_20_17	"Putative UDP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At1g23460 -	mips_01_05_01_01_01	"putative polygalacturonase precursor"
	at_At1g23730 -	mips_01_05	"putative carbonic anhydrase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_05
			mips_01_05_01_05
			mips_08
			mips_08_16
			mips_10_05
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_99
			mips_20
			mips_20_25
			mips_20_25_16
			mips_63_17
			mips_63_17_09
	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_At1g23820	mips_01_01_01_03	"putative spermidine synthase"
			mips_01_01_01_03_02
			mips_01_01_01_07
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_20_17_03
			mips_01_20_50
	at_At1g24140 -	mips_06_13	"putative metalloproteinase, predicted GPI-anchored protein"
			mips_06_13_99
			mips_13_05
			mips_13_05_01
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_05
			mips_14_04_09
			mips_14_04_09_05
			mips_25_05_02
			mips_30_27
			mips_40_27
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_63_17_09
	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_At1g26820 -	mips_01_03_16	"ribonuclease RNS3"
			mips_01_03_16_01
			mips_30_27
			mips_40_27
			mips_48
	at_At1g26910 -	mips_05_01	"putative 60s ribosomal protein L10"
			mips_05_01_01
			mips_63_03_03
	at_At1g27080 -	mips_67_11	"nitrite transporter, putative"
	at_At1g29310 -	mips_08_99	"transport protein sec61 alpha subunit, putative"
			mips_67_99
	at_At1g31160 -	mips_01_03	"putative protein kinase C inhibitor (Zinc-binding protein)"
			mips_01_03_99
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_17
			mips_63_17_09
	at_At1g33220 -	mips_01_05	"beta-1,3-glucanase, putative"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
			mips_25_03
			mips_30
			mips_98
	at_At1g33720	mips_01_20_17	"cytochrome P450, putative"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At1g33730 -	mips_01_06_04	"cytochrome P450, putative"
			mips_02_11
			mips_11_07
			mips_11_07_01
			mips_40_07
	at_At1g34540 -	mips_45	"cytochrome p450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At1g36280 -	mips_01_03_01	"adenylosuccinate lyase-like protein"
			mips_01_03_01_01
			mips_01_03_01_03
			mips_25_05_09
	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_At1g43560 -	mips_02_11	"hypothetical protein"
			mips_06_01
			mips_40_07
	at_At1g44170	mips_01_20_05	"puative aldehyde dehydrogenase"
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g47620 -	mips_02_11	"hypothetical protein"
	at_At1g49350 -	mips_01	"unknown protein"
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_03_01_03
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_40_03
	at_At1g49430 -	mips_01_06_01_05	"putative acyl CoA synthetase (At1g49430)"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27_99
	at_At1g50430 -	mips_01_06	"sterol delta7 reductase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_05
			mips_05_04
			mips_14_01
			mips_14_01_05
			mips_20
			mips_20_20
			mips_20_20_18
			mips_25_03
			mips_40_02
			mips_40_07
			mips_40_10_05
			mips_63_13
			mips_63_13_99
			mips_67_15
	at_At1g50940 -	mips_02	"hypothetical protein"
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_02
			mips_40_16
			mips_67
			mips_67_15
	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_At1g53830 -	mips_01_05_99	"putative protein"
			mips_40_01
	at_At1g54340 -	mips_01_06_04	"NADP specific isocitrate dehydrogenase"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g54870	mips_01	"putative protein (At1g54870)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_16
	at_At1g55320	mips_01_05_01_01_03	"acetyl-CoA synthetase, putative"
			mips_01_06_01_05
			mips_01_20_37
			mips_01_20_37_03
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At1g55520 -	mips_04_01	"transcription initiation factor TFIID-2"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_99
	at_At1g55940	mips_01_01_10	"cytochrome P450, putative"
			mips_01_02
			mips_01_02_99
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_20_99
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_47_03_11
			mips_47_03_11_07
	at_At1g57550 -	mips_05_01	"low temperature and salt responsive protein LTI6A, putative"
			mips_05_01_01
			mips_05_04
	at_At1g57750 -	mips_02_11	"putative protein"
	at_At1g58180 -	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_05
			mips_01_05_01_05
			mips_08
			mips_08_16
			mips_10_05
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_99
			mips_20
			mips_20_25
			mips_20_25_16
			mips_63_17
			mips_63_17_09
	at_At1g59970 -	mips_06_13	"predicted GPI-anchored protein"
			mips_06_13_99
			mips_13
			mips_13_05
			mips_13_05_01
			mips_14
			mips_14_01
			mips_14_01_01
			mips_14_01_03
			mips_14_01_03_01
			mips_14_01_05
			mips_14_04
			mips_14_04_09
			mips_14_04_09_05
			mips_25
			mips_25_05
			mips_25_05_02
			mips_30
			mips_30_27
			mips_40_27
			mips_63_17_09
	at_At1g60780 -	mips_08_07_22	"putative Clathrin Coat Assembly protein"
			mips_08_07_22_01
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_45
			mips_45_03
			mips_45_03_09
	at_At1g62200 -	mips_67_11	"unknown protein (At1g62200)"
	at_At1g62610	mips_01_01	"similar to glucose 1-dehydrogenase (AB000617); similar to EST gb|T88100"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At1g62810	mips_01_01_10	"amine oxidase, putative"
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17_09
			mips_67_15
	at_At1g63380	mips_01_01_01_11	"reductase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At1g63440 -	mips_63_19	"ATP dependent copper transporter, putative"
			mips_67
			mips_67_50_25
	at_At1g63460 -	mips_01_06	"glutathione peroxidase like protein"
			mips_11_01
			mips_11_07
			mips_11_07_07
			mips_40_16
			mips_67_15
	at_At1g64390 -	mips_01_05_01	"endo-beta-1,4-glucanase, putative"
			mips_01_05_01_01
			mips_30_01
	at_At1g64930	mips_01_20_17_07	"hypothetical protein"
	at_At1g65570 -	mips_01_05_01	"hypothetical protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g65930 -	mips_01_06_04	"unknown protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At1g66540	mips_01_20_35	"hypothetical protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At1g66670 -	mips_06_13_99	"nClpP3 protein"
			mips_11_01_07
			mips_30_16
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_17
			mips_63_17_07
			mips_63_19_03
	at_At1g67430 -	mips_05_01_01	"ribosomal protein L17-like 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_At1g68760 -	mips_02_13	"putative mutT protein"
			mips_03_01_05_01
			mips_11_01_01
			mips_11_07_07
	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_At1g70410 -	mips_01_05_01_01_05	"unknown protein"
			mips_01_05_01_05
			mips_08_16
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_99
			mips_20_25
			mips_20_25_16
			mips_63_17
			mips_63_17_09
	at_At1g70500 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At1g71695	mips_01_20_35	"peroxidase ATP4a"
			mips_01_20_35_01
	at_At1g72820 -	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
			mips_67_50
			mips_67_50_03
	at_At1g72970 -	mips_02_11	"putative protein"
			mips_67_15
	at_At1g72990 -	mips_40_01	"unknown protein (At1g72990)"
			mips_40_25
	at_At1g74540 -	mips_11_07_01	"cytochrome P450 like protein"
	at_At1g74550 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g74920	mips_01_20_05	"betaine aldehyde dehydrogenase like protein"
			mips_01_20_17_01
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At1g74960	mips_01_06_01_05	"unknown protein"
			mips_01_20_05
			mips_01_20_05_11
			mips_03_03_02
	at_At1g75130 -	mips_45	"cytochrome P450, putative"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_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_At1g76290 -	mips_01_05_01_01_03	"putative AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_40_19
	at_At1g76310 -	mips_03_03_02	"putative G2/mitotic-specific cyclin 1 (B-like cyclin)"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g76760 -	mips_01_03_04	"thioredoxin-like protein"
			mips_06_07_99
	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_At1g77680 -	mips_01_03	"putative 3'-5' exoribonuclease, 3' partial"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_01
			mips_04_01_04
			mips_11_05_05
			mips_11_05_05_99
			mips_14_01
			mips_14_04_03
			mips_14_04_03_01
			mips_40_10_99
	at_At1g78490	mips_02	"putative protein"
			mips_01_06
			mips_01_06_04
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
	at_At1g78510	mips_01_06	"polyprenyl diphosphate synthase (At-trans-PT)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_16
	at_At1g78630 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At1g79010 -	mips_02_11_05	"unknown protein"
			mips_02_11_99
	at_At1g79440	mips_01_20_05	"succinic semialdehyde dehydrogenase 1 (SSADH1)"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g79530 -	mips_02_01	"putative protein"
			mips_02_01_01
			mips_63_13
			mips_63_13_01
			mips_63_21
			mips_63_21_07
	at_At1g79750 -	mips_01_05_01_03	"putative malate oxidoreductase"
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_67_15
	at_At1g79900 -	mips_01_05_07	"putative carnitine/acylcarnitine translocase"
			mips_08
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At1g80460 -	mips_01_06_01	"putative glycerol kinase"
			mips_01_06_01_01
			mips_01_06_01_03
			mips_10_01_05
			mips_67_07
			mips_67_07_01
	at_At1g80560 -	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At2g01110 -	mips_08_16	"TATC-like protein"
			mips_08_16_11
			mips_40_30
	at_At2g02020 -	mips_67_10	"putative peptide/amino acid transporter"
			mips_67_11
	at_At2g02500 -	mips_01_06_01_07	"2-C-methyl-D-erythritol 4-phosphate cytidyltransferase (ATMEPCT)"
	at_At2g02580 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g04030 -	mips_11_01_05	"heat shock like protein"
			mips_40_04_05
	at_At2g04350 -	mips_01	"putative acyl-CoA synthetase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_01_03
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_20
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_02
			mips_40_03
			mips_40_16
	at_At2g05220 -	mips_14_01_03	"40S ribosomal protein S17"
	at_At2g05920 -	mips_06_13_04	"serine protease like protein"
	at_At2g06850 -	mips_01_05_99	"putative endoxyloglucan glycosyltransferase"
			mips_40_01
	at_At2g12190	mips_01_20_17	"pseudogene"
			mips_01_20_17_07
	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_At2g13560 -	mips_01_05_01_03_03	"malate oxidoreductase (malic enzyme)"
			mips_02_08
			mips_02_10
	at_At2g15490	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g15570 -	mips_02	"putative thioredoxin M"
			mips_02_11
			mips_06_01
			mips_06_04
			mips_06_07
			mips_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_07
			mips_63_01
	at_At2g16230 -	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_30_01
	at_At2g16730	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_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_At2g17380 -	mips_08_07	"clathrin assembly protein AP19, small subunit"
			mips_13_03
			mips_13_03_01
			mips_40_08
			mips_40_09
	at_At2g17620 -	mips_03_03	"putative cyclin 2"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At2g18140 -	mips_11	"putative peroxidase"
			mips_11_05
			mips_11_07
	at_At2g18620	mips_01_06	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	at_At2g18710 -	mips_08_16	"putative preprotein translocase SECY protein"
			mips_08_16_05
			mips_40_30
			mips_67_01
			mips_67_01_99
	at_At2g21790 -	mips_01_03_01	"ribonucleoside-diphosphate reductase large subunit"
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_03_01_05_01
			mips_03_99
	at_At2g22400 -	mips_04_01	"unknown protein"
			mips_04_01_04
			mips_04_03
			mips_04_03_06
			mips_40_10_07
	at_At2g22500 -	mips_01_05_07	"putative mitochondrial dicarboxylate carrier protein"
			mips_08_04
			mips_67_04
			mips_67_07
	at_At2g23190	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g23210	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g23260	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g23800	mips_01_06_01	"pregeranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At2g24270	mips_01_20_05	"putative NADP-dependent glyceraldehyde-3-phosphate dehydrogenase"
			mips_02_16
			mips_02_16_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At2g25160	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
	at_At2g25890 -	mips_01_06	"putative oleosin protein"
			mips_30_09
	at_At2g26170 -	mips_01_06_04	"Cytochrome P450 like protein"
			mips_11_07_01
	at_At2g26690 -	mips_67	"putative nitrate transporter"
			mips_67_10
			mips_67_11
	at_At2g27000 -	mips_02_11	"putative cytochrome P450"
	at_At2g27010	mips_02	"putative cytochrome P450"
			mips_01_07
			mips_01_20
			mips_01_20_99
			mips_02_11
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11
			mips_13_11_03
			mips_13_11_03_05
			mips_40_02
	at_At2g27820 -	mips_01_01_01_11	"putative chorismate mutase/prephenate dehydratase"
	at_At2g28880	mips_01_01	"putative para-aminobenzoate synthase and glutamine amidotransferase, a bifunctional enzyme"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_06_04
			mips_01_07
			mips_01_07_01
			mips_01_20_33
			mips_14_10
			mips_14_10_02
	at_At2g29130	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g29160	mips_01_01_01_11	"pseudogene"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
			mips_02_07
			mips_14_10
			mips_14_10_02
			mips_40_19
	at_At2g29170	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_19
	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_At2g29540 -	mips_04_05_01_01	"DNA-directed RNA polymerase 14 kDa subunit (AtRPAC14)"
			mips_14_04
			mips_25_05
	at_At2g29750	mips_01_05_01	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At2g30210	mips_01_20_17_01	"putative laccase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g30770 -	mips_11_07_01	"putative cytochrome P450"
	at_At2g31790	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g32290 -	mips_02_19	"putative beta-amylase"
			mips_02_99
	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_At2g33040 -	mips_01_03	"mitochondrial F1-ATPase, gamma subunit (ATP3_ARATH)"
			mips_02
			mips_01_03_01
			mips_01_03_01_03
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_08
			mips_08_04
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_16
			mips_67_04
			mips_67_04_01
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At2g33150 -	mips_01_06_01_07	"3-ketoacyl-CoA thiolase"
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_02_25
			mips_40_19
	at_At2g34250 -	mips_08_99	"putative protein transport protein SEC61 alpha subunit"
			mips_67_99
	at_At2g34890 -	mips_01_01	"putative CTP synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_30_01
	at_At2g36770	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g38080	mips_01_20_17_01	"putative diphenol oxidase"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g39780 -	mips_01_03	"putative ribonuclease, RNS2"
			mips_01_03_16
			mips_01_03_16_01
			mips_30_27
			mips_40_27
			mips_48
	at_At2g40510 -	mips_05	"40S ribosomal protein S26"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_40
			mips_40_03
			mips_48
			mips_63
			mips_63_03
			mips_63_03_03
	at_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_At2g42070 -	mips_01_03_01	"unknown protein"
			mips_01_03_99
			mips_03_01_05
			mips_11_01_01
			mips_11_01_09
			mips_11_07_07
	at_At2g42250	mips_01_20	"putative cytochrome P450"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_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_At2g44350 -	mips_01_05_01_01_01	"citrate synthase"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At2g44570 -	mips_01_05_01_01	"putative glucanase"
	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_At2g46320 -	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At2g46660	mips_01_20_17_07	"putative cytochrome P450"
			mips_11_07_01
	at_At2g47130	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At2g47140	mips_01_01_01	"alcohol dehydrogenase like protein"
			mips_01_01_01_11
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At2g47470 -	mips_25_05_25	"putative protein disulfide-isomerase"
	at_At2g47510 -	mips_01_01_01_07	"putative fumarase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_01_03_01
			mips_01_03_01_03
			mips_02_10
	at_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_At3g07630	mips_01_01	"putative P-protein: chorismate mutase, prephenate dehydratase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_05
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_33
			mips_01_20_50
			mips_13_03
			mips_13_03_01
			mips_63_17
			mips_63_17_09
	at_At3g07820 -	mips_01_05_01_01_01	"polygalacturonase (PGA3)"
	at_At3g07840 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g08580 -	mips_01_03_19	"adenylate translocator"
			mips_08_04
			mips_67_16
	at_At3g08740 -	mips_05_04_02	"elongation factor P (EF-P) like protein"
	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_At3g09300 -	mips_63_13	"putative oxysterol-binding protein"
			mips_63_13_99
	at_At3g09640 -	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
	at_At3g09820 -	mips_01_03_01	"putative adenosine kinase"
			mips_01_03_01_03
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At3g10720	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g12520 -	mips_35	"putative protein"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At3g12600 -	mips_01_03_07	"putative protein"
			mips_01_03_07_01
			mips_01_03_10
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07_99
	at_At3g12670 -	mips_01_01_01_01	"hypothetical protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At3g12780 -	mips_01_05_01_01_01	"phosphoglycerate kinase like protein"
			mips_02_01
	at_At3g13560 -	mips_01_04_01	"glucan endo-1,3-beta-glucosidase precursor, putative"
	at_At3g13730	mips_01_20_17_07	"CYP90D"
	at_At3g13750	mips_01_05_01_01_01	"galactosidase, putative"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At3g14240 -	mips_06_13_04	"unknown protein"
	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_At3g14620 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g15710 -	mips_06_07_11	"putative signal peptidase 21kDa subunit"
			mips_08_16
			mips_08_16_05
	at_At3g16520	mips_01_20_17	"glucosyltransferase like protein"
			mips_01_20_17_07
	at_At3g17390	mips_01_01_01_11	"s-adenosylmethionine synthetase like protein"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_01_10_05
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_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_At3g22400 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
	at_At3g23640 -	mips_01_05_01_01_02	"alpha glucosidase like protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g23730 -	mips_01_05_99	"xyloglucan endotransglycosylase, putative"
			mips_40_01
	at_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_At3g23920 -	mips_02_19	"beta-amylase, putative"
			mips_02_99
	at_At3g24090 -	mips_01_01	"glutamine:fructose-6-phosphate amidotransferase, putative"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_02
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_04
			mips_14_04_03
			mips_14_04_03_03
			mips_63_13
			mips_63_13_01
	at_At3g24290 -	mips_08_19	"ammonium transporter, putative"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At3g24300 -	mips_08_19	"ammonium transporter"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_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_At3g26650 -	mips_02_01	"glyceraldehyde 3-phosphate dehydrogenase A subunit (GapA)"
			mips_02_01_01
	at_At3g26690 -	mips_01_03	"MutT-like protein"
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07
			mips_11_07_99
	at_At3g26830 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At3g27060 -	mips_01_03_07	"ribonucleotide reductase small subunit, putative"
			mips_03_01_05_01
			mips_29_06
	at_At3g28200	mips_01_20_35_01	"peroxidase like protein"
	at_At3g28740	mips_01_20	"cytochrome P450, putative"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	at_At3g28900 -	mips_05	"60S ribosomal protein L34, putative"
			mips_05_01
			mips_05_01_01
			mips_05_04
	at_At3g29090	mips_01	"pectinesterase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40
			mips_40_01
	at_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_At3g29430	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g32040	mips_01_06_01	"geranylgeranyl pyrophosphate synthase, putative"
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g43670	mips_01_01	"amine oxidase -like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At3g44250	mips_01	"cytochrome P450-like protein"
			mips_01_20
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At3g45680 -	mips_67_11	"putative transporter protein"
	at_At3g45700 -	mips_67_11	"putative transporter protein"
	at_At3g46170	mips_01_01	"dehydrogenase -like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g47010 -	mips_01_05_01_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
	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_At3g47350	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
	at_At3g47360	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At3g48330	mips_01_07_01	"protein-L-isoaspartate(D-aspartate) O-methyltransferase"
			mips_01_20_19
			mips_01_20_19_05
			mips_06_07_09
			mips_06_13_01
			mips_25_05_25
	at_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_At3g48930 -	mips_05_04_03	"cytosolic ribosomal protein S11"
			mips_62_01_07
			mips_62_02_99
	at_At3g49220 -	mips_01_05_99	"pectinesterase - like protein"
			mips_30_01
			mips_40_01
	at_At3g50860 -	mips_08_07	"putative clathrin coat assembly protein"
			mips_40_08
			mips_40_09
	at_At3g50990 -	mips_11_07_99	"peroxidase-like protein"
	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_At3g51870 -	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At3g52090 -	mips_04_01	"DNA-directed RNA polymerase II 13.6K chain"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_40_10_99
	at_At3g52940 -	mips_01_06_01	"sterol C-14 reductase (FACKEL)"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_05_04
			mips_14_01
			mips_14_01_05
			mips_20_20
			mips_20_20_18
			mips_25_03
			mips_40_07
			mips_40_10_05
			mips_63_13
			mips_63_13_99
			mips_67_15
	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_At3g53580 -	mips_01_01	"diaminopimelate epimerase - like protein"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
	at_At3g54110 -	mips_01_05_07	"uncoupling protein (ucp/PUMP)"
			mips_02_13
			mips_02_99
			mips_08_04
			mips_67_07
	at_At3g54450 -	mips_67_11	"oligopeptide transporter -like protein"
	at_At3g54960 -	mips_02_11	"protein disulfide-isomerase-like protein"
			mips_06_01
			mips_40_07
			mips_40_26
			mips_40_26_03
	at_At3g55290	mips_01_01_01_11	"oxidoreductase like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
	at_At3g55590 -	mips_01_05_01_03_02	"mannose-1-phosphate guanylyltransferase-like protein"
			mips_01_07_01
			mips_02_19
	at_At3g55780	mips_01_04	"beta-1,3-glucanase - like protein"
			mips_01_04_01
			mips_01_20_01
			mips_11_05_03
	at_At3g56490 -	mips_01_03_99	"protein kinase C inhibitor-like protein"
			mips_62_02_01_02
	at_At3g57240 -	mips_01	"beta-1,3-glucanase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
	at_At3g57260 -	mips_01	"beta-1,3-glucanase 2 (BG2)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
			mips_98
			mips_99
	at_At3g57490 -	mips_05_01	"40S ribosomal protein S2 homolog"
			mips_05_01_01
			mips_48
			mips_63_03_03
	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_At3g59480 -	mips_01_05_01_01_01	"fructokinase-like protein"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	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_At3g62170 -	mips_01_05_01	"PECTINESTERASE-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g62910 -	mips_05	"translation releasing factor RF-1 -like protein"
			mips_05_04
			mips_05_04_03
			mips_05_07
			mips_40_16
	at_At4g00230 -	mips_06_13	"subtilisin-type serine endopeptidase XSP1"
	at_At4g01100 -	mips_01_05_07	"putative carrier protein"
			mips_08_04
			mips_67_07
	at_At4g01480 -	mips_01_04	"PRLI-interacting factor F"
			mips_01_04_01
			mips_01_04_99
			mips_43
			mips_43_03
			mips_43_03_07
	at_At4g01800 -	mips_08_16	"putative SecA-type chloroplast protein transport factor"
			mips_08_16_05
			mips_08_16_99
			mips_40_26
			mips_40_26_03
			mips_63_19_03
			mips_67_50_22
	at_At4g01850	mips_01_01_01_11	"S-adenosylmethionine synthase 2"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At4g02320	mips_01_05_99	"pectinesterase - like protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At4g02330 -	mips_01_05_99	"putative protein"
			mips_40_01
	at_At4g03520 -	mips_01_03	"putative M-type thioredoxin"
			mips_02
			mips_01_03_04
			mips_02_11
			mips_05
			mips_06_01
			mips_06_07
			mips_06_07_99
			mips_40_07
			mips_40_16
	at_At4g05530	mips_01_01_10_05	"unknown protein"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At4g08570 -	mips_13_01	"putative metal-binding isoprenylated protein"
	at_At4g09650 -	mips_02	"H+-transporting ATP synthase-like protein"
			mips_01_07
			mips_01_07_01
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_08
			mips_08_04
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_63_19
			mips_63_19_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_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_At4g10260 -	mips_02	"fructokinase - like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At4g11030 -	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_13
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g11120 -	mips_05_04_02	"putative translation elongation factor ts"
	at_At4g11600 -	mips_11_07_07	"phospholipid hydroperoxide glutathione peroxidase"
			mips_11_07_07_05
			mips_47_03_15
			mips_47_03_15_07
	at_At4g12290	mips_01_01	"copper amine oxidase -like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_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_At4g13170 -	mips_30_26	"ribosomal protein L13a like protein"
			mips_30_26_03
			mips_62_02_99
	at_At4g13510 -	mips_08_19	"ammonium transport protein (AMT1)"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	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_At4g13940	mips_01_01	"adenosylhomocysteinase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_07
			mips_01_07_01
			mips_01_20_23
			mips_45
			mips_45_03
			mips_45_03_09
	at_At4g14100	mips_01_20_17_07	"glucosyltransferase like protein"
	at_At4g14130 -	mips_01_05_99	"xyloglucan endotransglycosylase-related protein XTR-7"
			mips_40_01
	at_At4g14940	mips_01_01_10	"amine oxidase like protein"
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
			mips_40_19
			mips_47_03_02
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_99
	at_At4g15280	mips_01_20_17	"UTP-glucose glucosyltransferase"
			mips_01_20_17_07
	at_At4g15500	mips_01_20_17_07	"indole-3-acetate beta-glucosyltransferase like protein"
	at_At4g16270 -	mips_11_07	"peroxidase like protein"
	at_At4g16720 -	mips_05_01	"ribosomal protein"
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_63_03_03
	at_At4g17690	mips_01_20_35	"peroxidase like protein"
			mips_01_20_35_01
			mips_11_07
	at_At4g18180 -	mips_01_05_01_01_01	"polygalacturonase-like protein"
			mips_30_01
	at_At4g18360 -	mips_01_06_04	"glycolate oxidase - like protein"
			mips_02_13
			mips_40_07
			mips_40_19
			mips_47
			mips_47_03
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
			mips_67_15
	at_At4g19010	mips_01_05_01_01_03	"4-coumarate-CoA ligase - like"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At4g19230 -	mips_01_06_01	"putative cytochrome P450 protein"
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g20240 -	mips_11_07_01	"putative protein"
	at_At4g20320 -	mips_01_01_01_01	"CTP synthase like protein"
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At4g21320 -	mips_06	"putative protein"
			mips_06_13
	at_At4g21650 -	mips_06_13	"subtilisin proteinase like protein"
	at_At4g22710	mips_01_20_17	"cytochrome P450 - like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At4g23850 -	mips_01_06_01	"acyl-CoA synthetase - like protein"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At4g24570 -	mips_08_04	"putative mitochondrial uncoupling protein"
			mips_67_04
	at_At4g25140 -	mips_01_06	"oleosin, 18.5K"
			mips_30_09
	at_At4g25810 -	mips_01_05_01	"xyloglucan endo-1,4-beta-D-glucanase (XTR-6)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At4g26010 -	mips_11	"peroxidase like protein"
			mips_11_05
			mips_11_07
	at_At4g26140	mips_01_05_01_01_01	"putative beta-galactosidase"
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_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_At4g26770 -	mips_01_06	"putative CDP-diacylglycerol synthetase"
			mips_01_06_01
			mips_13_11
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_07
			mips_40_10_05
			mips_40_16
	at_At4g26780 -	mips_06_01	"grpE like protein"
			mips_08_04
			mips_11_01_05
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
	at_At4g27600 -	mips_01_03	"carbohydrate kinase like protein"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
			mips_40_03
	at_At4g28700 -	mips_08_19	"ammonium transporter - like protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_07
	at_At4g29620 -	mips_01_03_04	"cytidine deaminase 2 (CDA2)"
			mips_01_03_04_01
			mips_01_03_07
			mips_01_03_07_01
	at_At4g29640 -	mips_01_03_04	"cytidine deaminase 5 (CDA5)"
			mips_63_17_09
	at_At4g30270 -	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase precursor"
			mips_40_01
	at_At4g31500 -	mips_11_07_01	"cytochrome P450 monooxygenase (CYP83B1)"
	at_At4g32400 -	mips_08_04	"adenylate translocator (brittle-1) - like protein"
	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_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_At4g34710	mips_01	"arginine decarboxylase (spe2)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
	at_At4g35000 -	mips_01_01_99	"L-ascorbate peroxidase"
			mips_11_07_03
	at_At4g35410 -	mips_40_09	"clathrin assembly protein AP19 homolog"
	at_At4g35520 -	mips_03_01_05	"putative protein"
			mips_03_01_05_01
			mips_03_03_02
			mips_63_03_01
	at_At4g36130 -	mips_05	"putative ribosomal protein L8"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_05_04_01
			mips_05_04_02
			mips_06_10
			mips_14
			mips_14_01
			mips_14_01_01
			mips_40_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03
	at_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_At4g36770	mips_01	"glucosyltransferase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
	at_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_At4g37930 -	mips_01_01	"glycine hydroxymethyltransferase like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_06
			mips_01_06_10
			mips_40_16
	at_At4g38590	mips_01_20_01	"galactosidase like protein"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	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_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_At4g39830	mips_01_07	"putative L-ascorbate oxidase"
			mips_01_07_04
			mips_01_20_17
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_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_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_At5g01340 -	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At5g01500 -	mips_08_04	"unknown protein"
	at_At5g02900 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At5g03290 -	mips_02	"W25EPL23M/W25EPL23M"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_63_19
	at_At5g03300 -	mips_01_03_01	"adenosine kinase (MOK16.21)"
			mips_01_03_01_03
			mips_02_07
			mips_02_07_03
	at_At5g03860 -	mips_01_03	"malate synthase -like protein"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_02_22
			mips_02_99
			mips_40_19
	at_At5g04230	mips_01_01_01_11	"phenylalanine ammonia-lyase PAL3"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At5g04960	mips_01_05_01_01	"pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At5g05260	mips_01	"cytochrome P450 CYP79A2 (CYP79A2)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_01_20_35
			mips_01_20_35_01
			mips_98
	at_At5g05390	mips_01_20_17	"laccase (diphenol oxidase)"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g06150 -	mips_03_03_01_01	"mitosis-specific cyclin 1b"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g06900	mips_01_20_17_07	"cytochrome P450"
			mips_11_07_01
	at_At5g07130	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g07550 -	mips_30_09	"glycine-rich protein PUTG1"
	at_At5g08530 -	mips_02_11_05	"NADH dehydrogenase"
	at_At5g09970	mips_01_20_17_07	"cytochrome P450"
	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_At5g10610	mips_01_20_17_07	"cytochrome P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_01
	at_At5g10920 -	mips_01_01	"argininosuccinate lyase (AtArgH)"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_02
			mips_01_03_01
			mips_01_03_01_03
			mips_01_05_01_01_01
	at_At5g11300 -	mips_03_03_04	"cyclin 3b"
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At5g11670 -	mips_01_05_01_03_03	"NADP dependent malic enzyme - like protein"
			mips_02_08
			mips_02_10
			mips_02_30
	at_At5g11720 -	mips_01_05_01_01_02	"alpha-glucosidase 1"
			mips_02_01
			mips_02_19
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At5g12890	mips_01_05_01_03	"glucosyltransferase -like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At5g13400 -	mips_67_11	"peptide transporter - like protein"
	at_At5g13420 -	mips_01_03	"transaldolase - like protein"
			mips_01_07
			mips_02_07
	at_At5g13490 -	mips_01_03_19	"adenosine nucleotide translocator"
			mips_08_04
			mips_67_16
	at_At5g13570 -	mips_01	"unknown protein"
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_03_04
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_02_13
			mips_03
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_04
			mips_40
			mips_63
			mips_99
	at_At5g13870 -	mips_01_05_01	"endoxyloglucan transferase (dbj|BAA81669.1)"
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g14040 -	mips_01_03_01	"mitochondrial phosphate translocator"
			mips_01_03_01_01
			mips_67_04_07
	at_At5g14200 -	mips_01_01	"3-isopropylmalate dehydrogenase"
			mips_01_01_01
			mips_01_01_01_15
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
			mips_67_15
	at_At5g14400 -	mips_01_06_04	"putative protein"
			mips_11_07_01
	at_At5g14800 -	mips_01_01	"pyrroline-5-carboxylate reductase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_01
			mips_01_01_10
			mips_01_01_10_01
			mips_63_21
			mips_63_21_07
	at_At5g15090 -	mips_01_03	"voltage-dependent anion-selective channel protein hsr2"
			mips_01_03_19
			mips_14
			mips_14_10
			mips_14_10_02
			mips_40_02
			mips_40_16
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_01_99
			mips_67_04
			mips_67_16
	at_At5g15180 -	mips_11	"prx10 peroxidase - like protein"
			mips_11_05
			mips_11_07
			mips_11_07_99
	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_At5g18210	mips_01_01	"Brn1-like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At5g19510 -	mips_04_07	"elongation factor 1B alpha-subunit"
			mips_05_01
			mips_05_01_99
			mips_05_99
			mips_67_01
	at_At5g19730 -	mips_01_05_99	"pectin methylesterase-like protein"
			mips_40_01
	at_At5g20330 -	mips_11_05_03	"beta-1,3-glucanase bg4"
			mips_25_03
			mips_30_01
	at_At5g20500 -	mips_01_03_07	"glutaredoxin"
	at_At5g23740 -	mips_05_01	"40S ribosomal protein S11"
			mips_05_01_01
			mips_05_04
			mips_05_04_03
			mips_06_10
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_99
			mips_63_03_03
	at_At5g24910 -	mips_01_06_04	"cytochrome P450-like protein"
			mips_11_07_01
	at_At5g25120 -	mips_11_07_01	"cytochrome P450-like protein"
	at_At5g25180 -	mips_11_07_01	"cytochrome P450 71B1 - like protein"
	at_At5g26810	mips_01_05_99	"putative protein"
			mips_01_20_01
			mips_30_01
			mips_40_01
	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_At5g36220	mips_01_20_35	"cytochrome P450 monooxygenase (CYP91A1)"
			mips_01_20_35_01
			mips_01_20_99
	at_At5g39950 -	mips_06_01	"thioredoxin"
			mips_40_27
	at_At5g42100 -	mips_01_04_01	"beta-1,3-glucanase - like predicted GPI-anchored protein"
			mips_11_05_03
	at_At5g42980 -	mips_02	"thioredoxin (clone GIF1) (pir||S58118)"
			mips_02_11
			mips_06_01
			mips_25_05_25
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At5g43080 -	mips_03_01_03	"cyclin A-type"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_25_05_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g44620	mips_01_20_17_07	"flavonoid 3',5'-hydroxylase-like; cytochrome P450"
	at_At5g44830 -	mips_01_05_01_01	"polygalacturonase-like protein"
			mips_01_05_01_01_01
	at_At5g44840 -	mips_01_05_01_01_01	"polygalacturonase"
	at_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_At5g46290	mips_01_06_01_05	"3-oxoacyl-[acyl-carrier-protein] synthase I precursor (beta-ketoacyl-acp synthase I) (KAS I) (sp|P52410)"
			mips_01_20_05
			mips_01_20_05_11
			mips_03_03_02
			mips_20_25_16
	at_At5g47000	mips_01_20_35	"peroxidase"
			mips_01_20_35_01
	at_At5g47500 -	mips_01_05_99	"pectin methylesterase-like"
			mips_30_01
			mips_40_01
	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_At5g47770	mips_01_06	"farnesyl diphosphate synthase precursor (gb|AAB49290.1)"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40_03
	at_At5g47990	mips_01_20_17_07	"cytochrome P450"
	at_At5g48070 -	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_01
	at_At5g48100	mips_01_20_17_01	"laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	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_At5g49160 -	mips_01_03_10	"DNA (cytosine-5)-methyltransferase (DNA methyltransferase) (DNA metase) (sp|P34881)"
			mips_03_01_05
			mips_03_01_09
			mips_03_01_09_01
			mips_03_01_09_07
			mips_63_17_09
	at_At5g49500 -	mips_06_04	"SRP54 (signal recognition particle 54 KDa) protein"
			mips_08_02
			mips_40_07
			mips_63_03_03
	at_At5g50240 -	mips_05	"putative protein"
			mips_06_07
			mips_06_07_09
			mips_06_13
			mips_06_13_01
			mips_40_07
	at_At5g50600	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50690	mips_01_01_01_11	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g50770	mips_01_01_01_11	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At5g51490 -	mips_01_05_01	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At5g51830 -	mips_01_05_01_01_01	"fructokinase 1"
			mips_02_01
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At5g51890 -	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g51950 -	mips_02_11	"unknown protein"
			mips_67_15
	at_At5g52400 -	mips_13_11	"cytochrome P-450-like protein"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_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_At5g55200 -	mips_06_01	"chaperone GrpE-like protein"
			mips_08_02
			mips_08_04
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
			mips_40_26
			mips_40_26_03
	at_At5g56760	mips_01_01	"serine O-acetyltransferase (EC 2.3.1.30) Sat-52 (pir||S71207)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_20
			mips_01_20_01
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_01
			mips_40_03
			mips_67
			mips_67_04
			mips_67_04_01
			mips_67_04_01_01
			mips_67_04_01_01_01
	at_At5g56870	mips_01_05_01_01_01	"beta-galactosidase (emb|CAB64740.1)"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g57540 -	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	at_At5g57655 -	mips_01_05	"xylose isomerase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
	at_At5g57890 -	mips_01_01	"anthranilate synthase beta chain"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_13
			mips_01_03
			mips_01_02
			mips_01_03_04
			mips_01_03_04_03
			mips_01_07
			mips_01_07_01
	at_At5g58240 -	mips_01_03	"bis(5'-adenosyl)-triphosphatase-like; also similar to fragile histidine triad"
			mips_01_02
			mips_01_03_99
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At5g58390 -	mips_11_05	"peroxidase"
			mips_11_07
	at_At5g58910	mips_01_20_17_01	"laccase precursor - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g59420 -	mips_03_01_09	"oxysterol-binding protein - like"
			mips_03_01_09_05
			mips_14_10
			mips_63_13
			mips_63_13_99
	at_At5g60640 -	mips_02_11	"protein disulfide isomerase precursor - like"
			mips_06_01
			mips_40_07
			mips_40_26
			mips_40_26_03
	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_At5g64970 -	mips_08_04	"mitochondrial carrier protein-like"
			mips_40_19
			mips_63_17
			mips_63_17_01
			mips_67_04
	at_At5g65010 -	mips_01_01_01_01	"asparagine synthetase (gb|AAC72837.1)"
			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_At5g65550	mips_01_20_17_07	"anthocyanidin-3-glucoside rhamnosyltransferase"
	at_At5g66390 -	mips_11_07	"peroxidase (emb|CAA66964.1)"
	at_At5g66690	mips_01_05	"UTP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	Training Accuracy: 161/472 (34.11%)
	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_At1g03090 -	mips_01_01_01_15	"putative 3-methylcrotonyl-CoA carboxylase"
			mips_01_01_10_04
			mips_63_21
			mips_63_21_15
	at_At1g04710 -	mips_01_06_01_07	"acetyl-CoA acyltransferase like protein"
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_02_25
			mips_40_19
	at_At1g05530	mips_01_20_17_07	"hypothetical protein"
	at_At1g05660 -	mips_01_05_01	"putative polygalacturonase"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g06560 -	mips_03_01_03	"unknown protein"
			mips_04_01
			mips_04_01_04
			mips_04_03
			mips_04_03_06
			mips_40_10_07
	at_At1g07030 -	mips_01_05_07	"hypothetical protein"
			mips_08_04
			mips_67_07
	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_At1g08250 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_40_03
	at_At1g11370 -	mips_01_05_99	"similar to flower-specific pectin methylesterase precursor gi|3342904; similar to ESTs gb|H36111, gb|T76576, gb|AI099976, gb|T42118"
			mips_30_01
			mips_40_01
	at_At1g11580 -	mips_01_05_01_01	"unknown protein"
			mips_01_05_99
			mips_40_01
	at_At1g11930 -	mips_01_01_01	"putative Proline synthetase associated protein"
	at_At1g12880 -	mips_01_03	"putative AP2/EREBP transcription factor protein"
			mips_02
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_02_13
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07
			mips_11_07_99
	at_At1g13080 -	mips_11_07	"putative cytochrome P450 monooxygenase (At1g13080)"
			mips_11_07_01
	at_At1g14320 -	mips_06_10	"putative 60S Ribosomal Protein L10"
	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_At1g17160 -	mips_01_03	"putative ribokinase"
			mips_02
			mips_01_03_01
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At1g19730 -	mips_02_11	"thioredoxin"
			mips_06_01
			mips_40_07
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At1g19940 -	mips_01_05	"putative protein"
			mips_01_05_01_01
	at_At1g20260 -	mips_01_07	"vacuolar-type H+-ATPase subunit B3 (VHA-B3)"
			mips_01_07_01
			mips_40_25
			mips_67_01
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_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_At1g20610 -	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g22170 -	mips_01_05_04	"unknown protein"
			mips_02_01
			mips_02_01_03
			mips_13_05
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g22340	mips_01_20_17_07	"hypothetical protein"
	at_At1g22550 -	mips_67_11	"Similar to LeOPT1 [Lycopersicon esculentum"
	at_At1g22570 -	mips_67_11	"Similar to LeOPT1 [Lycopersicon esculentum"
	at_At1g23210 -	mips_30_01	"Hypothetical protein"
	at_At1g24360	mips_01_01_01_11	"putative 3-oxoacyl [acyl-carrier protein] reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At1g26880 -	mips_05_01	"60s ribosomal protein L34"
			mips_05_01_01
			mips_05_04
	at_At1g30230 -	mips_04_07	"elongation factor 1-beta, putative"
			mips_05_01_99
			mips_05_99
			mips_67_01
	at_At1g30600 -	mips_06_13	"putative serine proteinase"
	at_At1g30820 -	mips_01_01_01_01	"CTP synthase-like protein"
			mips_01_01_01_01_02
			mips_01_01_10_01
			mips_01_03_04
			mips_01_03_04_03
	at_At1g31710	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_11_01
			mips_13_07
			mips_13_11
			mips_40_02
			mips_40_19
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g31740	mips_01_05_01	"putative protein"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_20
			mips_01_20_01
			mips_01_20_01_07
			mips_30_01
			mips_40_01
			mips_40_25
	at_At1g32960 -	mips_06_13	"hypothetical protein"
	at_At1g33320 -	mips_01	"cystathionine gamma-synthase, putative"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
			mips_40_03
	at_At1g36160 -	mips_01_06_10	"hypothetical protein, 3' partial"
			mips_63_21
			mips_63_21_15
	at_At1g36390 -	mips_08_02	"putative heat shock protein"
			mips_08_04
			mips_13
			mips_13_11
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
			mips_40_26
			mips_40_26_03
	at_At1g47220 -	mips_03_03_02	"cyclin, putative"
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03_01
			mips_62_02_01_01
	at_At1g48100 -	mips_01_05_01_01_01	"polygalacturonase PG1, putative"
	at_At1g48470 -	mips_01	"glutamine synthetase like protein"
			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_01_02
			mips_01_02_01
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_03
			mips_40_16
	at_At1g50560 -	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At1g52340	mips_01_01_01_11	"short chain alcohol dehydrogenase, putative"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_20_50
	at_At1g54100	mips_01_06	"putative protein"
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_11_07
			mips_11_07_03
			mips_40_16
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At1g58380 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At1g59730 -	mips_01_03_04	"hypothetical protein"
			mips_06_07_99
			mips_11_07_99
			mips_40_27
	at_At1g59740 -	mips_67_11	"unknown protein"
	at_At1g62430 -	mips_01_06_01	"hypothetical protein"
			mips_13_11_01
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_07
			mips_40_10_05
	at_At1g63290 -	mips_01_05_01_01_01	"D-ribulose-5-phosphate like protein"
			mips_02_07
			mips_02_07_01
			mips_02_07_03
	at_At1g63660 -	mips_01_01	"GMP synthase"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_03_04
			mips_01_03_04_03
	at_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_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_At1g65310 -	mips_01_05_99	"putative protein"
			mips_40_01
	at_At1g65340 -	mips_45_03_15	""
			mips_47_03_15
			mips_47_03_15_07
	at_At1g66250 -	mips_01_04_01	"beta-1,3-glucanase precursor, putative"
	at_At1g67550 -	mips_01_01_01_03	"putative urease"
			mips_01_01_01_03_01
			mips_01_02
			mips_01_02_01
			mips_14_01_03
			mips_14_01_03_03
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g67560 -	mips_01_06_10	"putative lipoxygenase"
			mips_02_11
			mips_25_05_09
			mips_47
			mips_47_03
			mips_47_03_13
			mips_63_17
			mips_63_17_09
			mips_67_15
	at_At1g68990 -	mips_03_01	"DNA-directed RNA polymerase"
			mips_03_01_03
			mips_04_05_01_01
			mips_40_16
			mips_40_26
			mips_40_26_03
	at_At1g70170 -	mips_06_13_99	"predicted GPI-anchored protein"
			mips_40_27_01
			mips_62_02_01_01
			mips_62_02_01_01_03
	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_At1g72370 -	mips_05_01	"putative 40S ribosomal protein SA (laminin receptor-like protein)"
			mips_05_01_01
			mips_13_07
			mips_40_27
	at_At1g72520 -	mips_01_06_10	"putative lipoxygenase"
			mips_25_05_09
			mips_47_03_13
	at_At1g74240 -	mips_01_05	"putative mitochondrial carrier protein"
			mips_01_05_07
			mips_08_04
			mips_67
			mips_67_07
	at_At1g76030 -	mips_40_25	"vacuolar-type H+-ATPase subunit B1 (VHA-B1)"
			mips_67_01
			mips_67_50_22
	at_At1g77390 -	mips_03	""
			mips_03_03_01
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01_05
			mips_10_01_05_01
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At1g79470 -	mips_01_03_01	"unknown protein"
			mips_01_03_01_03
	at_At2g01630 -	mips_01_04_01	"beta-1,3-glucanase like protein"
	at_At2g04430 -	mips_01_03	"putative mutT domain protein"
			mips_02
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_02_13
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
	at_At2g04540	mips_01_06_01_05	"3-oxoacyl carrier protein synthase"
			mips_01_20_05
			mips_01_20_05_11
			mips_03_03_02
	at_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_At2g17630 -	mips_01_01	"putative phosphoserine aminotransferase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_At2g18020 -	mips_05_04_01	"60S ribosomal protein L2"
			mips_05_04_02
			mips_06_10
			mips_14_01_01
	at_At2g18230 -	mips_01_04_01	"putative inorganic pyrophosphatase"
			mips_01_04_99
			mips_43
			mips_43_03
			mips_43_03_07
	at_At2g18800 -	mips_01_05_99	"putative xyloglucan endo-transglycosylase"
			mips_40_01
	at_At2g19900 -	mips_02	"malate oxidoreductase (malic enzyme)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_05_01_03_03
			mips_02_08
			mips_02_10
			mips_02_30
			mips_40_03
			mips_40_16
			mips_67
			mips_67_15
	at_At2g21550 -	mips_01_01_01_11	"putative dihydrofolate reductase-thymidylate synthase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03_04
			mips_01_03_04_03
			mips_01_03_07
			mips_01_03_07_03
			mips_63_19_99
	at_At2g22330	mips_01_20_17	"putative cytochrome P450"
			mips_01_20_17_07
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At2g23220	mips_01_20_35	"putative cytochrome P450"
			mips_01_20_35_01
			mips_01_20_99
	at_At2g23250	mips_01_20_17	"putative glucosyltransferase"
			mips_01_20_17_07
	at_At2g24120 -	mips_04_05_01_01	"chloroplast single subunit DNA-dependent RNA polymerase"
			mips_40_26
			mips_40_26_03
	at_At2g24180 -	mips_11_07_01	"putative cytochrome P450"
	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_At2g26440 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At2g26450	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g28470	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At2g29370	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29740	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g30440 -	mips_06_04	"putative signal peptidase I"
			mips_06_07
			mips_06_07_11
			mips_08
			mips_08_16
			mips_08_16_05
			mips_30_16
			mips_40_02
			mips_40_16
			mips_40_30
	at_At2g32440 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g32990 -	mips_30_01	"putative glucanse"
	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_At2g34520 -	mips_05_01	"mitochondrial ribosomal protein S14"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At2g36750	mips_01_20_17	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At2g36760	mips_01_20_17	"putative glucosyl transferase"
			mips_01_20_17_07
	at_At2g36780	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g39770 -	mips_01_05_01_03_02	"GDP-mannose pyrophosphorylase"
			mips_02_19
	at_At2g40590 -	mips_05_01_01	"40S ribosomal protein S26"
			mips_48
			mips_63_03_03
	at_At2g40690 -	mips_01_05_01_01_01	"glycerol-3-phosphate dehydrogenase like protein"
			mips_02_01
			mips_02_01_01
			mips_13_11_03
			mips_13_11_03_13
			mips_47_03_11
			mips_47_03_11_07
	at_At2g41480 -	mips_11_05	"putative peroxidase"
			mips_11_07
	at_At2g41630 -	mips_04_01	"transcription factor IIB (TFIIB)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
	at_At2g43050	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At2g43350 -	mips_11_07_07	"putative glutathione peroxidase"
	at_At2g43820	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g44550 -	mips_01_05_01_01	"putative glucanase"
	at_At2g44890 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g46860 -	mips_01_04_01	"putative inorganic pyrophosphatase"
			mips_01_04_99
			mips_43
			mips_43_03
			mips_43_03_07
	at_At2g48150 -	mips_11_07_07	"glutathione peroxidase like protein"
	at_At3g08710 -	mips_02	"thioredoxin-like protein"
			mips_02_11
			mips_03
			mips_03_03
			mips_03_03_01
			mips_06
			mips_06_01
			mips_06_07
			mips_11
			mips_11_07
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_16
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At3g08980 -	mips_03_01	"putative mitochondrial inner membrane protease subunit 2"
			mips_03_01_05
			mips_03_01_05_01
			mips_06_04
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_08
			mips_08_16
			mips_08_16_05
			mips_40_02
			mips_40_16
			mips_40_30
	at_At3g11340	mips_01_20	"hypothetical protein"
			mips_01_20_17
			mips_01_20_17_07
			mips_11_07
	at_At3g13110	mips_01_01	"serine acetyltransferase (Sat-1)"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05_01_03
			mips_01_20_01
	at_At3g14130 -	mips_01_06_04	"glycolate oxidase, putative"
			mips_02_13
			mips_40_19
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g14150 -	mips_01_06_04	"glycolate oxidase, putative"
			mips_02_13
			mips_40_19
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g14510	mips_01_06_01	"geranylgeranyl pyrophosphate synthetase, putative"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g14630 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At3g20120	mips_01_20	"cytochrome P450, putative"
	at_At3g20940 -	mips_02_11	"cytochrome P450, putative"
	at_At3g21560	mips_01_20_17_07	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase, putative"
	at_At3g21770 -	mips_11_07_99	"putative peroxidase"
	at_At3g23580 -	mips_01_03	"ribonucleoside-diphosphate reductase small chain"
			mips_01_03_07
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_01
			mips_29_06
	at_At3g24830 -	mips_05_01_01	"60S ribosomal protein, putative"
			mips_30_26
			mips_30_26_03
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At3g26270 -	mips_02_11	"cytochrome P450, putative"
			mips_11_07
			mips_11_07_01
	at_At3g27980	mips_01_05	"pectin methylesterase, putative"
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20_01
			mips_30
			mips_40_01
	at_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_At3g44720 -	mips_01_01_01	"putative chloroplast prephenate dehydratase"
			mips_01_01_01_11
	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_At3g45710 -	mips_67_10	"putative transporter protein"
			mips_67_11
	at_At3g45940 -	mips_01_05_01_01_02	"putative protein"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At3g47000 -	mips_01	"beta-D-glucan exohydrolase - like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_30
			mips_30_01
			mips_40_01
	at_At3g47400 -	mips_01_05_01	"pectinesterase-like protein"
			mips_01_05_01_01
			mips_01_05_99
			mips_30_01
			mips_40_01
	at_At3g48270 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g48320 -	mips_11_07	"cytochrome P450 - like protein"
			mips_11_07_01
	at_At3g51030 -	mips_40_26	"thioredoxin h"
			mips_40_26_03
			mips_40_27
	at_At3g52390 -	mips_08_16	"putative protein"
			mips_08_16_11
	at_At3g53020 -	mips_05_01_01	"60S ribosomal protein - like"
	at_At3g53150	mips_01_20_17_07	"glucosyltransferase - like protein"
	at_At3g53260	mips_01_01_01_11	"phenylalanine ammonia-lyase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At3g53290	mips_01_20	"CYTOCHROME P450 - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g53960 -	mips_67_11	"transporter like protein"
	at_At3g54140 -	mips_67	"peptide transport - like protein"
			mips_67_11
	at_At3g55310	mips_01_01_01_11	"beta-ketoacyl-ACP reductase - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
	at_At3g56340 -	mips_05	"40S ribosomal protein S26 homolog"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_48
			mips_63_03_03
	at_At3g57050 -	mips_01_01_01_07	"putative cystathionine beta-lyase (CBL) precursor protein"
			mips_01_01_01_07_04
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_02
	at_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_At3g57630	mips_01_20_13	"putative protein"
	at_At3g59380 -	mips_01_06_07	"protein farnesyltransferase subunit A (FTA)"
			mips_06_07_99
			mips_10
			mips_10_05_01
			mips_10_05_01_18
			mips_10_05_01_18_01
			mips_13_11
			mips_20_25_01
			mips_20_25_01_01
	at_At3g60620 -	mips_01_03_99	"phosphatidate cytidylyltransferase - like protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_10_05
	at_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_At3g63080 -	mips_11_07_07	"glutathione peroxidase -like protein"
	at_At3g66658	mips_01_20_05	"betaine aldehyde dehydrogenase, putative"
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At4g00360 -	mips_02_11	"probable cytochrome P450"
	at_At4g00570 -	mips_01_05_01_03_03	"putative malate oxidoreductase"
			mips_02_08
			mips_02_10
	at_At4g02460 -	mips_03_01_05_01	"DNA mismatch repair protein (PMS1)"
			mips_03_03_02
	at_At4g03140	mips_01_01	"putative alcohol dehydrogenase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_20
			mips_40_16
	at_At4g03930 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g08390 -	mips_01_01_99	"stromal ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g10520 -	mips_06_13	"putative subtilisin-like protease"
	at_At4g10540 -	mips_06_13	"putative subtilisin-like protease"
	at_At4g10600 -	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_03_01_99
	at_At4g12280	mips_01_02	"copper amine oxidase like protein (fragment2)"
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At4g15210 -	mips_02	"beta-amylase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	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_At4g15980 -	mips_01_05_99	"pectinesterase like protein"
			mips_30_01
			mips_40_01
	at_At4g17190	mips_01_06_01_07	"farnesyl-pyrophosphate synthetase FPS2"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
	at_At4g17390 -	mips_05	"60S ribosomal protein L15 homolog"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g18440 -	mips_01	"adenylosuccinate lyase like protein"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_03
			mips_01_03
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_01_03
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_25_05_09
			mips_30
			mips_30_10
			mips_40
			mips_40_03
	at_At4g19710 -	mips_01_01_01_07	"aspartate kinase-homoserine dehydrogenase - like protein"
			mips_01_01_01_07_01
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_01_04
	at_At4g20850 -	mips_01_06_10	"putative protein"
			mips_06_07_11
			mips_06_13_99
			mips_63_99
	at_At4g22340 -	mips_13_11_01	"CDP-diacylglycerol synthetase-like protein"
			mips_20_25_01
			mips_20_25_01_01
			mips_30_02
			mips_40_10_05
	at_At4g22690	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
			mips_11_07
			mips_11_07_01
	at_At4g24260 -	mips_01_05_01_01	"endo-1,4-beta-glucanase like protein"
	at_At4g26310 -	mips_05_04	"unknown protein"
			mips_05_04_02
	at_At4g27940 -	mips_63_17_01	"unknown protein"
	at_At4g30290 -	mips_01	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_01_05
			mips_01_05_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At4g31760 -	mips_11_07	"peroxidase - like protein"
	at_At4g32320	mips_01_01_99	"L-ascorbate peroxidase - like protein"
			mips_01_20_35
			mips_01_20_35_01
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At4g33220	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_01_20
			mips_01_20_01
			mips_30
			mips_30_01
			mips_40_01
	at_At4g33230	mips_01_05_99	"pectinesterase - like protein"
			mips_01_20_01
			mips_40_01
	at_At4g34980 -	mips_06_13_04	"subtilisin proteinase - like"
	at_At4g35620 -	mips_03_03_01_01	"cyclin 2b protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At4g35630 -	mips_01_01_01_11	"phosphoserine aminotransferase"
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_07_01
			mips_02_16
			mips_02_16_17
			mips_02_16_17_01
			mips_02_19
	at_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_At4g37400	mips_01_20_35	"cytochrome P450 monooxygenase -like protein"
			mips_01_20_35_01
			mips_01_20_99
	at_At4g37490 -	mips_03	"cyclin cyc1"
			mips_03_03
			mips_03_03_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_25_05
			mips_40
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At4g39010 -	mips_01_05	"putative endo-1,4-beta-glucanase"
			mips_01_05_01
			mips_01_05_01_01
			mips_30
			mips_30_01
	at_At4g39460 -	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At4g39480 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At4g39490 -	mips_11_07_01	"cytochrome P450 - like protein"
	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_At5g06060	mips_01_01_10_05	"short chain alcohol dehydrogenase-like"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06_01
			mips_01_06_01_05
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
	at_At5g06720 -	mips_11_05	"peroxidase (emb|CAA68212.1)"
			mips_11_07
	at_At5g09650 -	mips_01_04_01	"inorganic pyrophosphatase - like protein"
			mips_01_04_99
			mips_43
			mips_43_03
			mips_43_03_07
	at_At5g10600	mips_01_20_35	"cytochrome P450 - like protein"
			mips_01_20_35_01
			mips_11_07_01
	at_At5g11880	mips_01_01_01	"diaminopimelate decarboxylase - like protein"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13_03
			mips_13_03_05
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_63_21
			mips_63_21_17
	at_At5g12110 -	mips_04_07	"elongation factor 1B alpha-subunit (emb|CAB64729.1)"
			mips_05_01_99
			mips_05_99
			mips_67_01
	at_At5g16400 -	mips_01_03_04	"thioredoxin f2 (gb|AAD35004.1)"
			mips_06_07_99
			mips_11_07_03
			mips_40_26
			mips_40_26_03
	at_At5g17030	mips_01_20_17_07	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
	at_At5g17400 -	mips_01_03	"ADP/ATP translocase-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At5g19200	mips_01_01_01_11	"FVT1 - like protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_40_27
	at_At5g20390 -	mips_01	"beta-1,3-glucanase-like protein"
			mips_01_05
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
			mips_25_03
			mips_30
			mips_98
	at_At5g20710	mips_01_05_01_01_01	"beta-galactosidase like protein"
			mips_01_20_01
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At5g22410 -	mips_11_07	"peroxidase ATP14a homolog"
			mips_11_07_99
	at_At5g22630 -	mips_01_01_01_11	"chorismate mutase/prephenate dehydratase-like protein"
	at_At5g24900 -	mips_02	"cytochrome P450-like protein"
			mips_02_11
			mips_98
	at_At5g25380 -	mips_03_03	"cyclin 3a"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_14_04_03
			mips_14_04_03_01
			mips_25_05_25
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At5g25900	mips_01_20_13	"cytochrome P450 GA3"
			mips_11_07_01
			mips_20_20
			mips_20_20_18
	at_At5g26780 -	mips_01_01	"glycine hydroxymethyltransferase - like protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_05
			mips_01_06
			mips_01_06_10
			mips_40_03
			mips_40_16
	at_At5g42740 -	mips_02_01	"glucose-6-phosphate isomerase, cytosolic (GPI) (phosphoglucose isomerase) (PGI) (phosphohexose isomerase) (PHI) (sp|P34795)"
			mips_14_04_09
			mips_14_04_09_01
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_40_26
			mips_40_26_03
	at_At5g43910 -	mips_01_03_01	"putative protein"
			mips_01_03_01_03
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At5g44090 -	mips_03_01	"protein phosphatase 2A 62 kDa B'' regulatory subunit (gb|AAD45158.1)"
			mips_03_01_01
			mips_03_01_03
			mips_03_03
			mips_03_03_01
			mips_10_05
			mips_13_11
			mips_13_11_03
			mips_25_01
			mips_25_01_01
			mips_40_02
			mips_63_17
			mips_63_17_01
	at_At5g45390 -	mips_03_01	"ATP-dependent Clp protease-like protein"
			mips_03_01_01
			mips_03_01_01_01
			mips_06_10
			mips_06_13
			mips_06_13_99
			mips_11_01
			mips_11_01_03
			mips_11_01_05
			mips_11_01_07
			mips_11_05
			mips_11_05_05
			mips_11_05_05_99
			mips_13_05
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_16
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
	at_At5g46630 -	mips_06_04	"AP47/50p (gb|AAB88283.1)"
			mips_13
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_13_03
			mips_13_03_01
			mips_30
			mips_30_22
			mips_30_25
			mips_40_02
			mips_40_03
			mips_40_09
	at_At5g46800 -	mips_08_04	"carnitine/acylcarnitine translocase-like protein"
	at_At5g48880 -	mips_01_06_01_07	"peroxisomal-3-keto-acyl-CoA thiolase 1 (PKT1)"
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_02_25
			mips_40_19
	at_At5g49180 -	mips_01_05_99	"pectin methylesterase"
			mips_40_01
	at_At5g49720 -	mips_01_05_01	"cellulase homolog OR16pep precursor (pir||S71215)"
			mips_01_05_01_01
			mips_30_01
	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_At5g50940 -	mips_04	"putative protein"
			mips_04_05_05
			mips_40_10
	at_At5g51210 -	mips_01_06	"oleosin-like"
			mips_30_09
	at_At5g52640 -	mips_11_01_05	"heat-shock protein"
			mips_30_03
			mips_40_04_05
	at_At5g56450 -	mips_02_99	"ADP/ATP translocase-like protein"
			mips_67_01
			mips_67_01_99
	at_At5g56590 -	mips_01_04	"beta-1,3-glucanase-like protein"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At5g56730 -	mips_02_11_05	"zinc protease PQQL-like protein"
			mips_02_13
			mips_06_07_11
			mips_25_05_23
			mips_40_19
			mips_40_27
	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_At5g57240 -	mips_01_06_10	"oxysterol-binding protein-like"
			mips_10_01_09
			mips_10_01_09_09
			mips_62_02_07
			mips_63_09
			mips_63_13
			mips_63_13_99
	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_At5g59190 -	mips_06_13	"cucumisin precursor - like"
	at_At5g61410 -	mips_01_05_01_01_01	"ribulose-5-phosphate-3-epimerase"
			mips_02_07
			mips_02_07_01
			mips_02_07_03
	at_At5g63380	mips_01_05_01_01_03	"4-coumarate-CoA ligase-like protein"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	Validation Accuracy: 68/237 (28.69%)
	Validation Frequency class 'mips_01_20': 255/2885 (8.84%)

	Evaluation on propertest data (4430 items):
	at_At1g01190 -	mips_11_07_01	"cytochrome P450, putative"
	at_At1g01900 -	mips_06_13	"hypothetical protein"
	at_At1g02500	mips_01_01_01_11	"s-adenosylmethionine synthetase"
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_03_04
			mips_01_01_10_05
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At1g03480 -	mips_01_07	"coproporphyrinogen III oxidase (LIN2)"
			mips_01_07_01
	at_At1g03680 -	mips_25_05_25	"putative thioredoxin-m"
	at_At1g05160 -	mips_02	"putative cytochrome P450"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At1g05240 -	mips_11_07_99	"putative peroxidase ATP12a"
	at_At1g05250 -	mips_11_07	"putative peroxidase ATP12a"
			mips_11_07_99
	at_At1g05260 -	mips_11_07	"putative peroxidase"
			mips_11_07_99
	at_At1g05310	mips_01_05_99	"putative pectin methylesterase"
			mips_01_20_01
			mips_40_01
	at_At1g05560	mips_01_20_17	"UDP-Glucose Transferase (UGT75B2)"
			mips_01_20_17_07
	at_At1g05680	mips_01_20_17_07	"putative indole-3-acetate beta-glucosyltransferase"
	at_At1g07240	mips_01_20_17_07	"unknown protein"
	at_At1g08540 -	mips_04_05_01_01	"plastid RNA polymerase sigma-subunit (SIG1)"
			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_At1g08980 -	mips_01_01	"putative amidase"
			mips_01_01_10
			mips_01_01_99
			mips_01_03
			mips_01_02
			mips_01_02_01
			mips_01_03_01
			mips_05_10
			mips_05_99
			mips_08_02
			mips_40_26
			mips_40_26_03
	at_At1g09830 -	mips_01_01_01	"putative phosphoribosylglycinamide synthetase"
			mips_01_01_01_15
			mips_01_01_10
			mips_01_01_10_04
			mips_01_03
			mips_01_03_01
			mips_01_03_01_03
			mips_01_07
			mips_63_21
			mips_63_21_15
	at_At1g09940	mips_01_01	"putative glutamyl-tRNA reductase 2 precursor"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_17
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_50
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_20
			mips_30_34
			mips_30_34_07
			mips_40_16
	at_At1g10310	mips_01_01_01_11	"unknown protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g10400	mips_01_20_17	"puative glucosyl transferase"
			mips_01_20_17_07
	at_At1g11610 -	mips_11_07	"putative cytochrome P450"
			mips_11_07_01
	at_At1g11790 -	mips_01_01_01_11	"putative chloroplast prephenate dehydratase"
	at_At1g11830 -	mips_01_04	"putative beta-1,3-glucanase, predicted GPI-anchored protein"
			mips_01_04_01
			mips_30_01
	at_At1g12110 -	mips_67	"nitrate/chlorate transporter CHL1"
			mips_67_11
	at_At1g12570 -	mips_02_13	"unknown protein"
	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_At1g14210 -	mips_01_03_16	"putative ribonuclease"
			mips_01_03_16_01
			mips_30_27
			mips_48
	at_At1g14220 -	mips_01_03	"putative ribonuclease"
			mips_01_03_16
			mips_01_03_16_01
			mips_30_27
			mips_40_27
			mips_48
	at_At1g14550 -	mips_11_07	"peroxidase, putative"
	at_At1g14860 -	mips_01_03	"hypothetical protein"
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07
			mips_11_07_99
	at_At1g18300 -	mips_01_03_01	"unknown protein"
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_02_13
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07_99
	at_At1g20510 -	mips_01_05_01_01_03	"putative 4-coumarate:CoA ligase"
			mips_01_06_01_01
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At1g22020 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_01
			mips_01_01_10
			mips_01_01_10_05
			mips_01_03
			mips_01_03_01
			mips_01_06
			mips_01_06_10
			mips_40_16
	at_At1g22370	mips_01_20	"putative UDP-glucose glucosyltransferase"
			mips_01_20_17
			mips_01_20_17_07
	at_At1g22880 -	mips_30_01	"putative endo-1,4-beta-D-glucanase"
	at_At1g23200 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At1g24100	mips_01_20_17_07	"putative indole-3-acetate beta-glucosyltransferase"
	at_At1g24540 -	mips_45_03_15	"putative cytochrome P450"
			mips_47_03_15
			mips_47_03_15_07
	at_At1g25220 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_01
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_03
			mips_01_02
			mips_01_02_99
			mips_01_03_04
			mips_01_03_04_03
			mips_11
			mips_11_07
			mips_11_07_03
			mips_20
			mips_20_05
			mips_40_03
			mips_40_16
			mips_63_19
	at_At1g26630 -	mips_01_03_16	"initiation factor 5A-4, putative"
			mips_05_04_01
	at_At1g29960 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_05
			mips_06_04
			mips_06_07_11
			mips_06_13
			mips_08_16
			mips_08_16_05
			mips_30
			mips_30_16
	at_At1g30520	mips_01_05_01_01_03	"unknown protein (At1g30520)"
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_02_99
			mips_30_01
			mips_40_19
	at_At1g31180 -	mips_01_01_01_15	"3-isopropylmalate dehydrogenase like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_10
	at_At1g31670	mips_01_02_01	"putative protein"
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20_17_03
			mips_01_20_50
			mips_13_07
			mips_48
			mips_63_21
			mips_63_21_99
	at_At1g31690	mips_01_01	"putative protein"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_09
			mips_01_02_01_09_99
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_50
			mips_11
			mips_11_01
			mips_13
			mips_13_07
			mips_13_11
			mips_40_02
			mips_40_19
			mips_48
			mips_63_13
			mips_63_13_99
			mips_63_17
			mips_63_17_09
			mips_67
			mips_67_15
	at_At1g34450 -	mips_03_03	"cyclin, putative"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	at_At1g35620 -	mips_06_01	"protein disulfide isomerase, putative (At1g35620)"
	at_At1g36180 -	mips_01_06_01	"acetyl-CoA carboxylase, putative"
			mips_01_06_10
			mips_01_07
			mips_40_07
			mips_63_21
			mips_63_21_15
	at_At1g43710	mips_01_01_01_11	"putative histidine decarboxylase"
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_17_03
			mips_01_20_50
			mips_03_01_05_01
	at_At1g45130	mips_01_20_01	"putative beta-galactosidase emb|CAB64741.1; similar to ESTs gb|N96096.1, gb|AW096565.1, gb|AI994624.1, gb|T42360.1, gb|AI100297.1"
			mips_01_20_01_07
			mips_40_01
			mips_40_25
	at_At1g47230 -	mips_03_03_01	"cyclin like protein"
			mips_03_03_01_01
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_25_05_25
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g49530	mips_01_06_01_07	"geranyl geranyl pyrophosphate synthase, putative"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At1g49570 -	mips_11_07	"peroxidase, putative"
	at_At1g49670 -	mips_02_16	"ARP protein (At1g49670; F14J22.10)"
	at_At1g50480 -	mips_01_01_01_07	"10-formyltetrahydrofolate synthetase"
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_03_01
			mips_01_07_01
	at_At1g50520 -	mips_02_11	"cytochrome P450, putative"
	at_At1g51980 -	mips_02	"unknown protein"
			mips_01_04
			mips_02_11
			mips_02_11_05
			mips_02_13
			mips_06_07
			mips_06_07_11
			mips_06_13
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_16
			mips_67
			mips_67_04
	at_At1g52990 -	mips_01_06	"hypothetical protein"
			mips_01_06_13
			mips_06_01
			mips_06_07
			mips_29
			mips_29_99
			mips_40_07
	at_At1g53530 -	mips_03_01_05	"hypothetical protein"
			mips_06_07_11
			mips_08_16
			mips_08_16_05
			mips_30_16
	at_At1g55020 -	mips_01_06_10	"putative protein"
			mips_25_05_09
	at_At1g55920	mips_01_01_01	"serine acetyltransferase"
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_20_01
	at_At1g56590 -	mips_40_09	"clathrin coat assembly protein, putative"
			mips_40_25
	at_At1g56710 -	mips_01_05_01	"polygalacturonase, putative"
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30_01
	at_At1g57860 -	mips_05_01	"hypothetical protein"
			mips_05_01_01
			mips_05_04
	at_At1g58290	mips_01_01_01_01	"putative protein"
			mips_01_20_19
			mips_01_20_19_01
			mips_20_25_01
			mips_20_25_01_01
			mips_63_99
	at_At1g60550	mips_01_07	"Putative enoyl-CoA hydratase/isomerase"
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_40_19
	at_At1g60590 -	mips_01_05_01_01_01	"putative polygalacturonase"
	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_At1g64400 -	mips_01_06_01	"putative acyl-CoA synthetase"
			mips_01_06_01_05
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At1g64780 -	mips_08_19	"putative protein"
			mips_67_04_01
			mips_67_04_01_02
			mips_67_04_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_At1g66430 -	mips_02_01	"fructokinase, putative"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At1g66580 -	mips_05_01	"unknown protein"
			mips_05_01_01
			mips_63_03_03
	at_At1g67730	mips_01_01_01_11	"b-keto acyl reductase (glossy8)"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At1g68560 -	mips_01_05_01_01_02	"alpha-xylosidase precursor"
			mips_02_01
			mips_02_19
			mips_40_08
			mips_40_25
			mips_63_13
			mips_63_13_01
	at_At1g68850 -	mips_11_07	"peroxidase ATP23a"
	at_At1g68900 -	mips_01_01_01_11	"hypothetical protein"
			mips_01_01_01_11_09
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_07_01
	at_At1g69880 -	mips_11_07_99	"putative thioredoxin"
			mips_40_27
	at_At1g70210 -	mips_03_01_03	"hypothetical protein"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_14_04_03_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At1g71380 -	mips_01	"beta-glucanase"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_30
			mips_30_01
			mips_98
	at_At1g72090 -	mips_01_07_01	"putative protein"
	at_At1g72130 -	mips_67_11	"peptide transporter PTR2-B, putative"
	at_At1g73050 -	mips_67_15	"hypothetical protein"
	at_At1g73540 -	mips_01_03	"unknown protein (At1g73540)"
			mips_01_03_07
			mips_01_03_07_01
			mips_01_03_10
			mips_02_13
			mips_10_01_09
			mips_10_01_09_11
			mips_11_07
			mips_11_07_99
	at_At1g77490 -	mips_40_26	"thylakoid-bound ascorbate peroxidase"
			mips_40_26_03
	at_At1g77510 -	mips_02_11	"putative thioredoxin"
			mips_06_01
			mips_40_07
	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_At1g77780 -	mips_01_05	"endo-1,3-beta-glucanase - like predicted GPI-anchored protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_11
			mips_11_05
			mips_11_05_03
	at_At1g78000 -	mips_35	"sulfate transporter (Sultr1;2)"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_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_At1g78660	mips_01_20_29	"putative protein"
			mips_01_20_37
			mips_01_20_37_99
			mips_01_20_99
			mips_01_25
			mips_01_25_99
			mips_08_16
			mips_40_25
			mips_63_02
	at_At1g78720 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_99
			mips_20
			mips_40_07
			mips_67_99
	at_At1g79870	mips_01_01_01_11_01	"putative D-isomer specific 2-hydroxyacid dehydrogenase"
			mips_01_01_10_05
			mips_01_05_01_01_03
			mips_01_20_09
			mips_02_10
			mips_02_22
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_47_03_02
	at_At1g80600	mips_01_01	"acetylornithine transaminase like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_40_03
			mips_40_16
	at_At2g02040 -	mips_67_10	"histidine transport protein (PTR2-B)"
			mips_67_11
	at_At2g04390 -	mips_05_01	"40S ribosomal protein S17"
			mips_05_01_01
			mips_14_01_03
	at_At2g04450 -	mips_01_03_01	"putative mutT domain protein"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_03
			mips_03_01
			mips_03_01_05
	at_At2g05790 -	mips_01_04	"putative beta-1,3-glucanase"
			mips_01_04_01
			mips_01_05_01
			mips_30_01
	at_At2g15480	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g16500	mips_01_01_01_07	"arginine decarboxylase"
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13_03
			mips_13_03_05
	at_At2g16890 -	mips_01_05_01_03	"glucosyltransferase like protein"
			mips_01_05_01_03_04
	at_At2g17510 -	mips_04_01	"putative mitotic control protein dis3"
			mips_04_01_04
	at_At2g17640	mips_01	"serine acetyltransferase (Sat-106)"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_99
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_01
			mips_05
			mips_05_04
			mips_63
			mips_99
	at_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_At2g18110 -	mips_04_07	"putative elongation factor 1-beta"
			mips_05_01
			mips_05_01_99
			mips_05_99
			mips_67_01
	at_At2g18150 -	mips_11_07	"putative peroxidase"
	at_At2g18560	mips_01_20_17	"putative flavonol 3-O-glucosyltransferase"
			mips_01_20_17_07
	at_At2g18570	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g18640	mips_01	"putative geranylgeranyl pyrophosphate synthase"
			mips_01_06
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10
			mips_30
			mips_30_26
			mips_30_26_03
			mips_40
			mips_40_03
	at_At2g19570 -	mips_01_03_04	"cytidine deaminase 1 (cda1)"
	at_At2g22490 -	mips_03_03_01_01	"putative cyclin D"
			mips_03_03_02
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g24200 -	mips_04_05	"putative leucine aminopeptidase"
			mips_04_05_01
			mips_04_05_01_04
			mips_06_13
			mips_40_03
			mips_40_16
			mips_63_09
			mips_63_17
			mips_63_17_07
			mips_63_17_09
	at_At2g25080 -	mips_11_07_07	"putative glutathione peroxidase"
			mips_67_15
	at_At2g26710 -	mips_02_11	"putative cytochrome P450"
	at_At2g26760 -	mips_03_03_01_01	"putative cyclin"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At2g28660 -	mips_06_07	"unknown protein"
	at_At2g29090	mips_01_01_01	"putative cytochrome P450"
			mips_01_02
			mips_01_02_99
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_07
			mips_01_20_99
			mips_11_05_03
			mips_11_07_01
			mips_11_10
			mips_11_10_09
			mips_11_10_99
			mips_13_11_03
			mips_13_11_03_05
	at_At2g29290	mips_01_01_01_11	"putative tropinone reductase"
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03_09
			mips_01_06_01_05
			mips_01_20_50
			mips_02_07
			mips_40_19
	at_At2g29350	mips_01_01	"putative tropinone reductase"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_02
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_06
			mips_01_06_01
			mips_01_06_01_05
			mips_01_07
			mips_01_20
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_20
			mips_40_19
			mips_67_15
	at_At2g29710	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_At2g29730	mips_01_20_17_07	"putative flavonol 3-O-glucosyltransferase"
	at_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_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_At2g31390 -	mips_02_01	"putative fructokinase"
			mips_02_05
			mips_02_07
			mips_02_07_03
	at_At2g31570 -	mips_11_07	"putative glutathione peroxidase"
			mips_11_07_07
			mips_67_15
	at_At2g33800 -	mips_05_01	"30S ribosomal protein S5"
			mips_05_01_01
			mips_48
			mips_63_03_03
	at_At2g34500 -	mips_45	"putative cytochrome P450"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g36700	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g36710	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At2g36790	mips_01_20_17_07	"putative glucosyl transferase"
	at_At2g36880	mips_01_01_10_03	"putative s-adenosylmethionine synthetase"
			mips_01_01_10_03_04
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_47_03_11
			mips_47_03_11_07
	at_At2g36970	mips_01_20_17_07	"putative glucosyltransferase"
	at_At2g37040	mips_01_01	"phenylalanine ammonia lyase (PAL1)"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_01_10
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_20_35
			mips_01_20_35_01
	at_At2g37890 -	mips_01_03	"putative mitochondrial carrier protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_67_04
			mips_67_07
			mips_67_99
	at_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_At2g40370	mips_01_20_17_01	"putative laccase (diphenol oxidase)"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	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_At2g41680	mips_01_02	"putative thioredoxin reductase"
			mips_01_02_01
			mips_01_03_04
			mips_01_03_07
			mips_01_20_37
			mips_01_20_37_01
			mips_13_01
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_05
	at_At2g42850 -	mips_01_06	"putative cytochrome P450"
	at_At2g43880 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At2g44860 -	mips_05	"60S ribosomal protein L30"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_08
			mips_08_04
			mips_40_07
	at_At2g45150 -	mips_01_03_99	"putative phosphatidate cytidylyltransferase (T14P1.4/At2g45150)"
			mips_13_11_01
			mips_20_25_01
			mips_20_25_01_01
			mips_40_10_05
	at_At2g45220 -	mips_01_05	"pectinesterase like protein"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_99
			mips_30
			mips_30_01
			mips_40_01
	at_At2g45290 -	mips_01_06_01_07	"putative transketolase precursor"
			mips_02_07
			mips_02_07_03
			mips_40_26
			mips_40_26_03
			mips_63_21
			mips_63_21_11
	at_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_At2g45880 -	mips_02	"putative beta-amylase"
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At2g45970 -	mips_11_07_01	"putative cytochrome P450"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At2g46570	mips_01_20_17_01	"diphenol oxidase like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At2g46960 -	mips_01	"putative cytochrome P450"
			mips_02
			mips_01_06
			mips_02_11
			mips_63
			mips_98
	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_At2g47240 -	mips_01_06_01_05	"putative acyl-CoA synthetase"
			mips_01_06_04
			mips_01_06_07
			mips_01_06_99
			mips_20_03
			mips_40_19
			mips_40_27
			mips_40_27_99
	at_At2g47490 -	mips_01_05_07	"mitochondrial carrier like protein"
			mips_08_04
			mips_67_07
	at_At3g06730 -	mips_01_03_04	"thioredoxin, putative"
			mips_06_01
			mips_06_07_99
			mips_11_07_03
	at_At3g07110 -	mips_05	"putative 60S ribosomal protein L13A"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06_10
			mips_30_26
			mips_30_26_03
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_99
			mips_63_03_03
	at_At3g07770 -	mips_11_01_05	"putative heat-shock protein"
			mips_40_04_05
	at_At3g07830 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_At3g07850 -	mips_01_05	"exopolygalacturonase"
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_30
	at_At3g07970 -	mips_01_05_01_01_01	"putative polygalacturonase"
	at_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_At3g10330 -	mips_04_01	"transcription initiation factor IIB (TFIIB)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_04_05_01_04_01
	at_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_At3g10610 -	mips_05_01	"putative 40S ribosomal protein S17"
			mips_05_01_01
			mips_05_04
			mips_14_01
			mips_14_01_03
	at_At3g10620 -	mips_01	"putative diadenosine 5',5'''-P1,P4-tetraphosphate hydrolase"
			mips_01_03
			mips_02
			mips_01_03_01
			mips_01_03_04
			mips_01_03_10
			mips_02_13
			mips_03
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_10
			mips_10_01
			mips_10_01_09
			mips_10_01_09_11
			mips_11
			mips_11_07
			mips_11_07_99
			mips_63
	at_At3g10710	mips_01_05_01_01	"putative pectinesterase"
			mips_01_05_99
			mips_01_20_01
			mips_40_01
	at_At3g11520 -	mips_03_03_01_01	"cyclin box"
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01_05_01
			mips_40_08
			mips_62_01
			mips_62_01_07
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At3g13445 -	mips_04_01	"transcription initiation factor TFIID-1 (TATA sequence-binding protein 1)"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10_99
			mips_63_03
	at_At3g14390	mips_01_01	"putative diaminopimelate decarboxylase"
			mips_01_01_01
			mips_01_01_01_07
			mips_01_01_01_07_06
			mips_01_01_01_07_06_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_03
			mips_01_20_29
			mips_01_20_50
			mips_03
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_03
			mips_03_03_01_01_09
			mips_13
			mips_13_03
			mips_13_03_05
			mips_40_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
	at_At3g14420 -	mips_01_06_04	"glycolate oxidase like protein"
			mips_02_13
			mips_40_19
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_11
			mips_47_03_11_07
	at_At3g14530	mips_01_06_01	"putative geranylgeranyl pyrophosphate synthase GGPS3"
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At3g14610 -	mips_02_11	"putative cytochrome P450"
	at_At3g15360 -	mips_02_11	"thioredoxin m4"
			mips_06_01
			mips_40_07
	at_At3g15720 -	mips_01_05_01_01_01	"polygalacturonase - like predicted GPI-anchored protein"
	at_At3g16480 -	mips_02_11_05	"putative mitochondrial processing peptidase alpha subunit"
			mips_02_13
			mips_06_07_11
	at_At3g17060 -	mips_01_05_99	"pectinesterase, putative"
			mips_40_01
	at_At3g17880 -	mips_11_07_99	"thioredoxin, putative"
			mips_40_26
			mips_40_26_03
			mips_40_27
	at_At3g20110	mips_02	"cytochrome P450, putative"
			mips_01_20
			mips_02_11
	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_At3g21390 -	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
	at_At3g21500 -	mips_01_05	"1-D-deoxyxylulose 5-phosphate synthase, putative"
			mips_01_06_01_07
			mips_02_07
			mips_02_19
			mips_02_30
			mips_25_05
			mips_63_17_07
			mips_63_21
			mips_63_21_11
	at_At3g21800	mips_01_05_01	"putative UDP-glucose glucosyltransferase"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
	at_At3g23810	mips_01_01_01_07	"S-adenosyl-L-homocysteinas, putative"
			mips_01_05_01_07
			mips_01_05_01_07_01
			mips_01_20_23
			mips_45_03_09
	at_At3g24130	mips_01_05_99	"pectinesterase, putative"
			mips_01_20_01
			mips_30_01
			mips_40_01
	at_At3g25180	mips_01_20_17_07	"cytochrome P450 monooxygenase, putative"
			mips_11_07_01
	at_At3g25920 -	mips_05	"50S ribosomal protein L15, chloroplast precursor"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_40_16
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_07
			mips_98
	at_At3g26190 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26220 -	mips_02	"cytochrome P450 monooxygenase (CYP71B3)"
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
	at_At3g26230 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26280	mips_01	"cytochrome P450 monooxygenase (CYP71B4)"
			mips_02
			mips_01_20
			mips_02_11
			mips_11
			mips_11_07
			mips_11_07_01
			mips_63
			mips_98
	at_At3g26290 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26310 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g26320 -	mips_11_07_01	"cytochrome P450, putative"
	at_At3g29260	mips_01_01_10_05	"short-chain alcohol dehydrogenase, putative"
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_20_17
			mips_01_20_50
			mips_02_07
	at_At3g30290 -	mips_02	"cytochrome P450, putative"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At3g43270	mips_01_05_99	"pectinesterase like protein"
			mips_01_20_01
			mips_40_01
	at_At3g46570 -	mips_01_05_01	"glucosidase-like protein"
			mips_01_05_01_01
			mips_11_05
			mips_11_05_03
	at_At3g46970 -	mips_01_05_01_01_02	"starch phosphorylase H (cytosolic form) - like protein"
			mips_01_05_01_03_02
			mips_02_19
			mips_02_99
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_11
			mips_47_03_11_07
	at_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_At3g48000	mips_01_07	"aldehyde dehydrogenase (NAD+)-like protein"
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_02_99
			mips_11_07
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67_15
	at_At3g48170	mips_01_20_05	"betaine aldehyde dehydrogenase-like protein"
			mips_01_20_17_01
			mips_11_07_03
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
	at_At3g48280	mips_01_20	"Cytochrome P450 - like protein"
	at_At3g48310 -	mips_11_07_01	"cytochrome P450 - like protein"
	at_At3g48850 -	mips_08_04	"mitochondrial phosphate transporter"
			mips_67_04_07
	at_At3g48990	mips_01_05_01_01	"4-coumarate-CoA ligase -like protein"
			mips_01_05_01_01_03
			mips_01_06
			mips_01_06_01
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_35_01_05
			mips_02_16
			mips_02_16_13
			mips_02_25
	at_At3g49120 -	mips_11_05	"peroxidase"
			mips_98
	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_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_At3g50980 -	mips_11_01	"dehydrin-like protein"
	at_At3g51190 -	mips_05_01_01	"ribosomal protein L8 homolog"
			mips_05_04_01
			mips_05_04_02
			mips_06_10
			mips_14_01
			mips_14_01_01
	at_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_At3g53130 -	mips_02	"Cytochrom P450 -like protein"
			mips_01_06
			mips_01_06_01
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_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_At3g53620 -	mips_01_04_01	"inorganic pyrophosphatase -like protein"
			mips_01_04_99
			mips_43
			mips_43_03
			mips_43_03_07
	at_At3g53940 -	mips_01_05_07	"unknown protein"
			mips_08_04
			mips_67_07
			mips_67_99
	at_At3g54090 -	mips_01_03_01	"fructokinase - like protein"
			mips_01_05_01_01_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At3g54470 -	mips_01	"UMP synthase"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_03_04_03
			mips_40_03
	at_At3g55640 -	mips_01_03_19	"Ca-dependent solute carrier - like protein"
			mips_08_04
			mips_67_99
	at_At3g58740 -	mips_01_05_01_01_01	"citrate synthase -like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g58750 -	mips_01_05_01_01_01	"citrate synthase -like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g60100 -	mips_01_05_01_01_01	"citrate synthase-like protein"
			mips_02_10
			mips_02_22
			mips_40_19
	at_At3g60770 -	mips_05	"ribosomal protein S13"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_63
			mips_63_03
			mips_63_03_03
	at_At4g00190 -	mips_01_05_99	"putative pectinesterase"
			mips_40_01
	at_At4g00490 -	mips_02_19	"putative beta-amylase"
			mips_02_99
	at_At4g01070	mips_01_20_17_07	"putative flavonol glucosyltransferase"
			mips_01_20_35
			mips_01_20_35_01
	at_At4g02120 -	mips_01_01	"CTP synthase - like protein"
			mips_01_01_01
			mips_01_01_01_01
			mips_01_01_01_01_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_03
			mips_01_03_04
			mips_01_03_04_03
			mips_30_01
	at_At4g02300	mips_01_05_99	"putative pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At4g04640 -	mips_02_11_05	"unknown protein"
			mips_02_13
			mips_02_45
			mips_02_45_15
			mips_13_01
			mips_13_01_01
			mips_13_01_01_03
			mips_40_26
			mips_40_26_03
			mips_67_04_01
			mips_67_04_01_02
			mips_67_50
			mips_67_50_22
	at_At4g08620 -	mips_35	"putative sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At4g08870 -	mips_01_01_01_01	"putative arginase"
			mips_01_01_01_01_02
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_01_03_02
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02
			mips_01_02_01
			mips_01_02_01_07
			mips_01_02_04
	at_At4g08900 -	mips_01_01_01_01	"arginase"
			mips_01_01_01_01_02
			mips_01_01_01_03
			mips_01_01_01_03_01
			mips_01_01_01_03_02
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_10_05
			mips_01_01_10_05_08
			mips_01_02_01
			mips_01_02_01_07
			mips_01_02_04
	at_At4g11820	mips_01_06_01_07	"hydroxymethylglutaryl-CoA synthase"
			mips_01_06_01_07_11
			mips_01_06_04
			mips_01_06_07
			mips_01_06_10
			mips_01_20_05
			mips_01_20_05_11
	at_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_At4g12720 -	mips_01_03_10	"growth factor like protein"
			mips_01_06_01_07
			mips_01_06_01_07_13
			mips_10_01_09
			mips_10_01_09_11
	at_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_At4g14080 -	mips_01	"A6 anther-specific protein"
			mips_01_04
			mips_01_04_01
			mips_01_05
			mips_01_05_01
			mips_30
			mips_30_01
			mips_98
			mips_99
	at_At4g15110 -	mips_11_07_01	"cytochrome P450 (Z97337.39)"
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At4g15360	mips_01_20_17	"cytochrome P450 like protein"
			mips_01_20_17_07
	at_At4g15480	mips_01	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_05
			mips_01_05_01
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_98
	at_At4g15490	mips_01_20_17	"indole-3-acetate beta-glucosyltransferase like protein"
			mips_01_20_17_07
	at_At4g15550	mips_01_05_01	"UDP-glucose:indole-3-acetate beta-D-glucosyltransferase (iaglu)"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_06_07
	at_At4g16800 -	mips_01_03	"enoyl-CoA hydratase"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_06_04
	at_At4g17090 -	mips_02	"beta-amylase (ct-bmy gene)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_02_99
	at_At4g20960	mips_01_03	"putative protein"
			mips_01_02
			mips_01_02_01
			mips_01_03_04
			mips_01_03_04_01
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_99
			mips_04_03
			mips_04_03_06
			mips_40_16
			mips_63_17_09
	at_At4g21220 -	mips_01_05_01_03	"putative protein"
			mips_01_05_01_03_04
			mips_01_06_01
			mips_01_06_01_03
			mips_01_07
			mips_01_07_01
			mips_30_01
			mips_30_34
			mips_30_34_07
	at_At4g21640 -	mips_06_13	"subtilisin-like protease"
	at_At4g23660 -	mips_01_06	"para-hydroxy bezoate polyprenyl diphosphate transferase (AtPPT1)"
			mips_01_06_07
			mips_01_07
			mips_02_11_05
			mips_02_13
			mips_02_13_03
			mips_06_10
			mips_40_30
	at_At4g24040 -	mips_01	"trehalase like protein"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_02_19
			mips_06
			mips_06_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_02
			mips_40_03
	at_At4g24920 -	mips_08_99	"PROTEIN TRANSPORT PROTEIN SEC61 GAMMA SUBUNIT -like"
			mips_40_07
			mips_67_99
	at_At4g25820 -	mips_01_05_99	"putative xyloglucan endo-1,4-beta-D-glucanase"
			mips_30_01
			mips_40_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_At4g26900 -	mips_01	"glutamine amidotransferase/cyclase"
			mips_01_01
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_01_11_15
			mips_01_03
			mips_01_02
			mips_01_03_04
			mips_01_03_04_03
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_19
	at_At4g27710 -	mips_01_06_01	"cytochrome P450 - like protein"
			mips_02_11
			mips_40_07
			mips_45
			mips_45_03
			mips_45_03_15
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
	at_At4g28390 -	mips_01_03	"ADP,ATP carrier-like protein"
			mips_01_03_19
			mips_08_04
			mips_67_16
	at_At4g28850 -	mips_01_05_99	"xyloglucan endotransglycosylase - like protein"
			mips_40_01
	at_At4g29360 -	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At4g29570 -	mips_01_03	"cytidine deaminase - like protein"
			mips_01_03_04
			mips_63_17_09
	at_At4g29630 -	mips_01_03_04	"cytidine deaminase 3 (CDA3)"
			mips_01_03_04_01
			mips_01_03_07
			mips_01_03_07_01
	at_At4g29670 -	mips_02_11	"Thioredoxin like protein"
			mips_11_07
			mips_13_05
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_20_25_16
	at_At4g30000 -	mips_01_01_01_11	"dihydropteroate synthase-like protein"
			mips_01_01_01_11_13
			mips_01_07_01
	at_At4g30020 -	mips_06_13	""
	at_At4g30280 -	mips_01_05_99	"xyloglucan endo-1,4-beta-D-glucanase-like protein"
			mips_30_01
			mips_40_01
	at_At4g30800 -	mips_05_04_03	"ribosomal protein S11 - like"
			mips_62_01_07
			mips_62_02_99
	at_At4g31870 -	mips_11_07	"glutathione peroxidase - like protein"
			mips_11_07_07
			mips_67_15
	at_At4g31940	mips_01_20	"Cytochrome P450-like protein"
			mips_01_20_17
			mips_01_20_17_07
	at_At4g31970	mips_01_20_17	"Cytochrome P450-like protein"
			mips_01_20_17_07
	at_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_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_At4g34131	mips_01_20_17_07	"glucosyltransferase -like protein"
	at_At4g34135	mips_01_20_17_07	"glucosyltransferase like protein"
	at_At4g34138	mips_01_20_17_07	"glucosyltransferase -like protein"
	at_At4g34640	mips_01_06	"farnesyl-diphosphate farnesyltransferase"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_01_07_11
			mips_01_20
			mips_01_20_13
			mips_40_02
			mips_40_07
			mips_43
			mips_43_03
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_99
			mips_63_21
			mips_63_21_07
	at_At4g35970 -	mips_01_01_99	"putative ascorbate peroxidase"
			mips_11_07_03
			mips_40_26
			mips_40_26_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_At4g36390 -	mips_01_07	"putative protein"
			mips_01_07_01
	at_At4g36430 -	mips_11_07	"peroxidase like protein"
	at_At4g36810	mips_01_06_01_07	"geranylgeranyl pyrophosphate synthase"
			mips_01_06_01_07_11
			mips_01_06_07
			mips_01_07_01
			mips_01_20_13
			mips_30_26
			mips_30_26_03
	at_At4g37360	mips_01_20_99	"cytochrome p450 - like protein"
	at_At4g37800 -	mips_01_05_99	"endo-xyloglucan transferase - like protein"
			mips_40_01
	at_At4g38460	mips_01_06	"geranylgeranyl pyrophosphate synthase-related protein"
			mips_01_06_01
			mips_01_06_01_07
			mips_01_06_07
			mips_01_07
			mips_01_07_01
			mips_01_20
			mips_01_20_13
			mips_10_05
			mips_30_26
			mips_30_26_03
	at_At4g38510 -	mips_01	"vacuolar-type H+-ATPase subunit B2 (VHA-B2)"
			mips_01_07
			mips_01_07_01
			mips_13
			mips_13_11
			mips_20
			mips_40_02
			mips_40_25
			mips_63
			mips_63_19
			mips_67
			mips_67_01
			mips_67_04
			mips_67_15
			mips_67_50
			mips_67_50_22
	at_At4g39950	mips_01_20_17_07	"cytochrome P450 like protein"
			mips_01_20_35
			mips_01_20_35_01
	at_At5g01180 -	mips_67_11	"oligopeptide transporter - like protein"
	at_At5g01190	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	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_At5g02870 -	mips_05_01_01	"60S ribosomal protein - like"
	at_At5g03260	mips_01_20_17	"laccase (diphenol oxidase)-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g03620 -	mips_06_13	"cucumisin precursor -like protein"
	at_At5g04120 -	mips_01_05_04	"phosphoglycerate mutase - like protein"
			mips_02_01
			mips_02_01_03
			mips_47_03_15
			mips_47_03_15_07
	at_At5g04330	mips_01_20_35	"ferulate-5-hydroxylase (CYP84)"
			mips_01_20_35_01
	at_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_At5g04800 -	mips_05	"40S ribosomal protein S17"
			mips_05_01
			mips_05_01_01
			mips_05_04
			mips_14
			mips_14_01
			mips_14_01_03
			mips_14_04
			mips_25
			mips_25_05
			mips_40_03
			mips_63_03
	at_At5g04970	mips_01_05_99	"pectinesterase"
			mips_01_20_01
			mips_40_01
	at_At5g06905	mips_01_20_17	"cytochrome P450-like protein"
			mips_01_20_17_07
			mips_11_07_01
	at_At5g07990	mips_01	"flavonoid 3'-hydroxylase - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
			mips_99
	at_At5g08250 -	mips_01_06_01	"cytochrome P450-like protein"
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g09360	mips_01_20_17	"laccase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07
			mips_11_07_03
			mips_11_07_99
	at_At5g09470 -	mips_08_04	"mitochondrial carrier-like protein"
	at_At5g10180 -	mips_35	"sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04_07
			mips_67_04_07_05
	at_At5g13550 -	mips_35	"sulfate transporter"
			mips_35_03
			mips_35_03_05
			mips_35_03_05_05
			mips_35_03_05_07
			mips_67_04
			mips_67_04_07
			mips_67_04_07_05
	at_At5g14590 -	mips_01_06_04	"isocitrate dehydrogenase - like protein"
			mips_02_10
			mips_02_99
			mips_40_19
	at_At5g14740 -	mips_01_05_01_01_05	"CARBONIC ANHYDRASE 2"
			mips_01_05_01_05
			mips_08_16
			mips_13_01_01
			mips_13_01_01_03
			mips_13_01_03
			mips_13_01_03_99
	at_At5g15200 -	mips_05_01	"40S ribosomal protein - like"
			mips_05_01_01
			mips_63_03_03
			mips_63_07
	at_At5g15640 -	mips_08	"putative mitochondrial carrier protein"
			mips_08_04
			mips_40_16
			mips_67_04
	at_At5g15700 -	mips_04_05_01_01	"DNA-directed RNA polymerase (mitochondrial)"
			mips_40_26
			mips_40_26_03
	at_At5g16370	mips_01_05_01_01_03	"AMP-binding protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_07_01
			mips_01_20_15
			mips_01_20_15_03
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g17040	mips_01_20_17	"UDP glucose:flavonoid 3-o-glucosyltransferase -like protein"
			mips_01_20_17_07
	at_At5g17710 -	mips_08_02	"chloroplast GrpE protein"
			mips_08_04
			mips_13_11_03
			mips_13_11_03_07
			mips_30_16
			mips_40_26
			mips_40_26_03
	at_At5g18280 -	mips_01_03_01	"apyrase (gb|AAF00612.1)"
			mips_01_03_01_01
			mips_13_07
			mips_20_25_16_09
			mips_47_03_03
			mips_47_03_03_01
			mips_63_19_05
	at_At5g19660 -	mips_01_06_10	"subtilisin-like protein"
			mips_06_07_11
			mips_06_13_99
			mips_13_11_03
			mips_13_11_03_03
	at_At5g19760 -	mips_01_05_07	"oxoglutarate/malate translocator-like protein"
			mips_08_04
			mips_67_07
	at_At5g20860 -	mips_01_05	"pectinesterase - like protein"
			mips_01_05_01_01
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_01_05_99
			mips_30
			mips_40_01
	at_At5g21060 -	mips_01_01_01	"homoserine dehydrogenase-like protein"
			mips_01_01_01_07
			mips_01_01_01_07_03
			mips_01_01_04
	at_At5g21100	mips_01_07_04	"ascorbate oxidase-like protein"
			mips_01_20_17_01
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g22620 -	mips_02	"Unknown protein (At5g22620; MDJ22.4)"
			mips_01_05
			mips_01_05_01
			mips_01_05_01_01
			mips_01_05_01_01_01
			mips_01_05_01_03
			mips_01_05_01_03_01
			mips_01_05_04
			mips_02_01
			mips_02_01_03
			mips_40_03
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_19
	at_At5g23140 -	mips_03	"ATP-dependent protease proteolytic subunit ClpP-like protein"
			mips_03_01
			mips_03_01_01
			mips_03_01_01_01
			mips_06_10
			mips_06_13
			mips_06_13_99
			mips_11_01_07
			mips_30
			mips_30_16
			mips_40_16
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_07
			mips_47_03_07_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_11_09
			mips_47_03_15
			mips_47_03_15_05
			mips_47_03_17
			mips_63_01
			mips_63_17_07
			mips_63_19
			mips_63_19_03
	at_At5g26200 -	mips_01_03	"mitochondrial carrier - like protein"
			mips_01_03_19
			mips_01_05_07
			mips_08_04
			mips_40_16
			mips_67_04
			mips_67_07
	at_At5g26310	mips_01_20_17_07	"UTP-glucose glucosyltransferase - like protein"
	at_At5g28050 -	mips_01_02	"putative cytidine deaminase - like"
			mips_01_02_01
			mips_01_03_01
			mips_01_03_01_01
			mips_01_03_04
			mips_01_03_04_01
			mips_03_01_01
			mips_03_01_01_01
			mips_04_03
			mips_04_03_06
	at_At5g35360 -	mips_01_01_01_15	"acetyl-CoA carboxylase"
			mips_01_01_10_04
			mips_01_06_01_05
			mips_02_01
			mips_02_10
			mips_63_21
			mips_63_21_15
	at_At5g36110 -	mips_45	"cytochrome P450-like"
			mips_45_03
			mips_45_03_15
			mips_47_03_15
			mips_47_03_15_07
	at_At5g36880 -	mips_01_05_01_01_03	"acetyl-CoA synthetase"
			mips_01_06_01
			mips_01_06_01_05
			mips_02_10
			mips_02_16
			mips_02_16_13
			mips_02_99
			mips_40_19
	at_At5g38120	mips_01_05_01_01_03	"4-coumarate--CoA ligase -like protein"
			mips_01_06_01_01
			mips_01_06_04
			mips_01_06_07
			mips_01_20_35
			mips_01_20_35_01
			mips_02_16
			mips_02_16_13
			mips_02_25
			mips_67_13
	at_At5g39910 -	mips_01_05_01_01_01	"polygalacturonase-like protein"
	at_At5g40150 -	mips_11_05	"peroxidase ATP26a"
	at_At5g40610 -	mips_01_05_01_01_01	"dihydroxyacetone 3-phosphate reductase (dhaprd)"
			mips_01_06_01
			mips_02_01
			mips_02_01_01
			mips_02_11
			mips_13_11_03
			mips_13_11_03_13
			mips_40_26
			mips_40_26_03
			mips_47
			mips_47_03
			mips_47_03_11
			mips_47_03_11_07
	at_At5g42180 -	mips_11_05	"peroxidase (emb|CAA66960.1)"
			mips_11_07
	at_At5g42580	mips_01_20_17_07	"cytochrome P450"
	at_At5g42590 -	mips_11_07_01	"cytochrome P450"
	at_At5g44790 -	mips_67_50	"COPPER-TRANSPORTING ATPASE RAN1 (RESPONSIVE-TO-ANTAGONIST 1)"
			mips_67_50_25
	at_At5g45775 -	mips_05_01_01	"ribosomal protein L11-like"
	at_At5g46180	mips_01_01_01_01	"ornithine aminotransferase"
			mips_01_01_01_01_02
			mips_01_01_01_01_02_03
			mips_01_01_01_03
			mips_01_01_10
			mips_01_01_10_01
			mips_01_01_10_01_03
			mips_01_01_99
			mips_01_02
			mips_01_02_01
			mips_01_20_50
			mips_20_25_01
			mips_20_25_01_01
	at_At5g47240 -	mips_01_03	"mutT domain protein-like"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_10
			mips_03_01_05
			mips_03_01_05_01
	at_At5g48000 -	mips_01_06_01_07	"cytochrome P450-like protein"
			mips_01_06_01_07_11
			mips_11_07_01
	at_At5g48230	mips_01_01_10	"acetoacetyl-CoA thiolase (AAT1)"
			mips_01_01_10_04
			mips_01_01_10_04_04
			mips_01_06_01_05
			mips_01_06_04
			mips_01_20_25
			mips_02_25
			mips_02_45
			mips_02_45_20
			mips_02_45_99
			mips_02_99
	at_At5g48760 -	mips_05_01	"60S ribosomal protein L13a"
			mips_05_01_01
			mips_30_26
			mips_30_26_03
			mips_62_01
			mips_62_01_07
			mips_62_02_99
			mips_63_03_03
	at_At5g50460 -	mips_06_04	"protein translocation complex Sec61 gamma chain (pir||T05513)"
			mips_08
			mips_08_99
			mips_40_07
			mips_67
			mips_67_99
	at_At5g50590	mips_01_01	"11-beta-hydroxysteroid dehydrogenase-like"
			mips_01_01_01
			mips_01_01_01_11
			mips_01_01_10
			mips_01_01_10_05
			mips_01_05_01_01_01
			mips_01_05_01_01_09
			mips_01_05_01_01_11
			mips_01_05_01_03
			mips_01_05_01_03_09
			mips_01_07
			mips_01_20_17
			mips_01_20_50
			mips_02_07
			mips_40_19
			mips_67_15
	at_At5g50950 -	mips_01_01_01_07	"fumarate hydratase"
			mips_01_01_01_07_01
			mips_01_01_01_15
			mips_01_01_10_03
			mips_01_01_10_03_01
			mips_01_02_01
			mips_01_02_04
			mips_02_10
	at_At5g51500 -	mips_01_05_99	"pectinesterase"
			mips_30_01
			mips_40_01
	at_At5g53370 -	mips_01_05	"pectinesterase"
			mips_01_05_01_01
			mips_01_05_99
			mips_40_01
	at_At5g55180 -	mips_01_04_01	"beta-1,3-glucanase-like protein"
	at_At5g57020 -	mips_01_06_07	"N-myristoyltransferase 1 (NMT1)"
	at_At5g57260 -	mips_11_07_01	"cytochrome P450"
	at_At5g57530 -	mips_01_05_99	"xyloglucan endotransglycosylase"
			mips_40_01
	at_At5g57550 -	mips_01_05_99	"endoxyloglucan transferase (gb|AAD45127.1)"
			mips_30_01
			mips_40_01
	at_At5g57560 -	mips_01_05_99	"TCH4 protein (gb|AAA92363.1)"
			mips_40_01
	at_At5g58730 -	mips_02	"unknown protein"
			mips_01_05_01
			mips_02_01
			mips_02_07
			mips_02_07_03
	at_At5g58860 -	mips_02	"cytochrome P450 CYP86A1"
			mips_01_06
			mips_02_11
			mips_11_07
			mips_11_07_01
	at_At5g58970 -	mips_02_13	"uncoupling protein AtUCP2"
			mips_02_99
			mips_08_04
	at_At5g60020	mips_01_20_17_01	"laccase - like protein"
			mips_01_20_99
			mips_11_07_03
			mips_11_07_99
	at_At5g61320	mips_01	"cytochrome P450 - like protein"
			mips_01_20
			mips_01_20_17
			mips_01_20_17_07
			mips_11
			mips_11_07
			mips_11_07_01
			mips_98
	at_At5g62530	mips_01	"delta-1-pyrroline-5-carboxylate dehydrogenase precursor (P5CDH)"
			mips_02
			mips_01_05
			mips_01_06
			mips_01_07
			mips_01_20
			mips_01_20_05
			mips_02_16
			mips_02_16_01
			mips_11
			mips_11_07
			mips_11_07_03
			mips_40
			mips_40_03
			mips_40_16
			mips_63
			mips_63_13
			mips_63_13_99
			mips_63_21
			mips_63_21_07
			mips_67
			mips_67_15
	at_At5g63570	mips_01_01_99	"glutamate-1-semialdehyde 2,1-aminomutase 1 precursor (GSA 1) (glutamate-1-semialdehyde aminotransferase 1) (GSA-AT 1) (sp|P42799)"
			mips_01_02
			mips_01_02_01
			mips_01_07_01
			mips_01_20_19
			mips_01_20_19_01
			mips_01_20_99
			mips_40_26
			mips_40_26_03
	at_At5g63920 -	mips_03_01_03	"DNA topoisomerase III"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_03_01_99
			mips_03_03_02
			mips_30_10
			mips_40_10_03
			mips_48
			mips_63_03_01
	at_At5g64110 -	mips_11_07	"peroxidase ATP3a homolog"
			mips_11_07_99
	at_At5g64120 -	mips_11_07_99	"peroxidase (emb|CAA67551.1)"
	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_At5g65420 -	mips_03_03_04	"D-type cyclin (emb|CAB41347.1)"
			mips_03_03_04_07
			mips_10_01_05
			mips_10_01_05_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
	at_At5g65730 -	mips_01_05_99	"xyloglucan endo-transglycosylase-like protein"
			mips_30_01
			mips_40_01
	at_At5g67260 -	mips_03	"cyclin D3-like protein"
			mips_03_03
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_07
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_40_08
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_05
			mips_63_01
	at_At5g67310	mips_01_20_17_07	"cytochrome P450"
			mips_01_20_35
			mips_01_20_35_01
			mips_01_20_99
	Propertest Accuracy: 117/371 (31.54%)
	Propertest Frequency class 'mips_01_20': 435/4430 (9.82%)

	New (unknown) data (2885 items):
	at_At1g08940 -	no entry	null
	at_At1g14540 -	no entry	null
	at_At1g17060 -	no entry	null
	at_At1g20160 -	no entry	null
	at_At1g21650 -	no entry	null
	at_At1g24110 -	no entry	null
	at_At1g25170 -	no entry	null
	at_At1g27400 -	no entry	null
	at_At1g30110 -	no entry	null
	at_At1g32940 -	no entry	null
	at_At1g34510 -	no entry	null
	at_At1g44970 -	no entry	null
	at_At1g57660 -	no entry	null
	at_At1g66100 -	no entry	null
	at_At1g73340 -	no entry	null
	at_At1g75830 -	no entry	null
	at_At1g76100 -	no entry	null
	at_At1g77790 -	no entry	null
	at_At2g02130 -	no entry	null
	at_At2g02140 -	no entry	null
	at_At2g19170 -	no entry	null
	at_At2g21910 -	no entry	null
	at_At2g22420 -	no entry	null
	at_At2g23180 -	no entry	null
	at_At2g24090 -	no entry	null
	at_At2g28850 -	no entry	null
	at_At2g32920 -	no entry	null
	at_At2g36620 -	no entry	null
	at_At2g36800 -	no entry	null
	at_At2g39040 -	no entry	null
	at_At2g40170 -	no entry	null
	at_At2g41840 -	mips_48	"40S ribosomal protein S2"
	at_At2g42740 -	no entry	null
	at_At2g46950 -	no entry	null
	at_At3g14940 -	no entry	null
	at_At3g46840 -	no entry	null
	at_At3g46850 -	no entry	null
	at_At3g49110 -	no entry	null
	at_At3g56060 -	no entry	null
	at_At3g57270 -	no entry	null
	at_At3g58700 -	no entry	null
	at_At4g00100 -	no entry	null
	at_At4g05210 -	no entry	null
	at_At4g10510 -	no entry	null
	at_At4g11290 -	no entry	null
	at_At4g15330 -	no entry	null
	at_At4g16260 -	no entry	null
	at_At4g18730 -	no entry	null
	at_At4g20430 -	no entry	null
	at_At4g21630 -	no entry	null
	at_At4g26160 -	no entry	null
	at_At4g30650 -	mips_67	"low temperature and salt responsive protein homolog"
	at_At4g32170 -	no entry	null
	at_At4g35700 -	mips_04	"hypothetical protein"
	at_At5g11940 -	no entry	null
	at_At5g24960 -	no entry	null
	at_At5g25130 -	no entry	null
	at_At5g25140 -	no entry	null
	at_At5g26610 -	no entry	null
	at_At5g38970 -	no entry	null
	at_At5g45640 -	no entry	null
	at_At5g52320 -	no entry	null
	at_At5g58820 -	no entry	null
	at_At5g59090 -	no entry	null
	at_At5g59100 -	no entry	null
	at_At5g64100 -	no entry	null
	at_At5g67090 -	no entry	null
	at_At5g67360 -	no entry	null
	at_At1g02790 -	no entry	null
	at_At1g02800 -	no entry	null
	at_At1g02810 -	no entry	null
	at_At1g04110 -	no entry	null
	at_At1g11490 -	no entry	null
	at_At1g14180 -	no entry	null
	at_At1g20150 -	no entry	null
	at_At1g20340 -	no entry	null
	at_At1g30870 -	no entry	null
	at_At1g32950 -	no entry	null
	at_At1g32970 -	no entry	null
	at_At1g34060 -	no entry	null
	at_At1g48170 -	no entry	null
	at_At1g48930 -	no entry	null
	at_At1g56190 -	no entry	null
	at_At1g58260 -	no entry	null
	at_At1g61070 -	no entry	null
	at_At1g66220 -	no entry	null
	at_At1g69410 -	no entry	null
	at_At1g69620 -	no entry	null
	at_At1g70710 -	no entry	null
	at_At1g72120 -	no entry	null
	at_At1g74110 -	no entry	null
	at_At1g76180 -	no entry	null
	at_At1g77100 -	no entry	null
	at_At2g02100 -	no entry	null
	at_At2g02120 -	no entry	null
	at_At2g21490 -	no entry	null
	at_At2g28860 -	no entry	null
	at_At2g30750 -	no entry	null
	at_At2g34490 -	no entry	null
	at_At2g35380 -	no entry	null
	at_At2g38380 -	no entry	null
	at_At2g38390 -	no entry	null
	at_At2g42600 -	no entry	null
	at_At2g43480 -	no entry	null
	at_At2g44560 -	no entry	null
	at_At3g19270 -	no entry	null
	at_At3g20080 -	no entry	null
	at_At3g20090 -	no entry	null
	at_At3g20950 -	no entry	null
	at_At3g21760 -	no entry	null
	at_At3g21790 -	no entry	null
	at_At3g49640 -	no entry	null
	at_At3g49960 -	no entry	null
	at_At3g56630 -	no entry	null
	at_At4g01310 -	no entry	null
	at_At4g02290 -	no entry	null
	at_At4g05160 -	no entry	null
	at_At4g08770 -	no entry	null
	at_At4g10550 -	no entry	null
	at_At4g13290 -	no entry	null
	at_At4g15300 -	no entry	null
	at_At4g23560 -	no entry	null
	at_At4g26330 -	no entry	null
	at_At4g26860 -	no entry	null
	at_At4g27240 -	no entry	null
	at_At4g30170 -	no entry	null
	at_At4g30660 -	no entry	null
	at_At4g30690 -	no entry	null
	at_At4g33520 -	no entry	null
	at_At4g37530 -	no entry	null
	at_At4g38410 -	no entry	null
	at_At4g38890 -	no entry	null
	at_At5g05340 -	no entry	null
	at_At5g05690 -	no entry	null
	at_At5g06730 -	no entry	null
	at_At5g16470 -	no entry	null
	at_At5g17820 -	no entry	null
	at_At5g19880 -	no entry	null
	at_At5g19890 -	no entry	null
	at_At5g20070 -	no entry	null
	at_At5g20340 -	no entry	null
	at_At5g20560 -	no entry	null
	at_At5g39850 -	no entry	null
	at_At5g44420 -	no entry	null
	at_At5g44430 -	no entry	null
	at_At5g48140 -	no entry	null
	at_At5g51750 -	no entry	null
	at_At5g51930 -	no entry	null
	at_At5g58400 -	no entry	null
	at_At5g66400 -	no entry	null
	at_At5g67220 -	no entry	null
	at_At5g67400 -	no entry	null
	at_At1g07460 -	no entry	null
	at_At1g19610 -	no entry	null
	at_At1g28430 -	no entry	null
	at_At1g30380 -	no entry	null
	at_At1g31800 -	no entry	null
	at_At1g34330 -	no entry	null
	at_At1g53310 -	no entry	null
	at_At1g55670 -	no entry	null
	at_At1g62340 -	no entry	null
	at_At1g65610 -	no entry	null
	at_At1g66210 -	no entry	null
	at_At1g68750 -	no entry	null
	at_At2g18980 -	no entry	null
	at_At2g24800 -	no entry	null
	at_At2g26010 -	no entry	null
	at_At2g26020 -	no entry	null
	at_At2g34060 -	no entry	null
	at_At2g44540 -	no entry	null
	at_At3g14067 -	no entry	null
	at_At3g20100 -	no entry	null
	at_At3g20960 -	no entry	null
	at_At3g30180 -	no entry	null
	at_At3g32980 -	no entry	null
	at_At3g48300 -	mips_98	"cytochrome p450 like protein"
			mips_99
	at_At3g50740 -	no entry	null
	at_At3g50970 -	no entry	null
	at_At3g51810 -	no entry	null
	at_At4g10530 -	no entry	null
	at_At4g13310 -	no entry	null
	at_At4g15040 -	no entry	null
	at_At4g25980 -	no entry	null
	at_At4g31950 -	no entry	null
	at_At4g33420 -	no entry	null
	at_At4g33870 -	no entry	null
	at_At4g35610 -	no entry	null
	at_At4g35670 -	no entry	null
	at_At4g37520 -	no entry	null
	at_At5g07540 -	no entry	null
	at_At5g14130 -	no entry	null
	at_At5g24950 -	no entry	null
	at_At5g44530 -	no entry	null
	at_At5g59810 -	no entry	null


------------------
Rule 2984
	ipr_PPR_repeat(_orf_0,_ipr_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_1) = 1
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5760 items):
	at_At1g02060	mips_04_05_99	"unknown protein"
	at_At1g06150 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g06710 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g08610	mips_04_05_99	"hypothetical protein"
	at_At1g09190 -	mips_02_30	"hypothetical protein"
	at_At1g10910	mips_04_05_99	"membrane-associated salt-inducible protein isolog"
	at_At1g11630	mips_04_05	"putative membrane-associated salt-inducible protein"
			mips_04_05_99
	at_At1g11900	mips_04_05_99	"hypothetical protein"
	at_At1g12300	mips_04_05_99	"hypothetical protein"
	at_At1g12620	mips_04_05_99	"putative protein"
	at_At1g12690 -	mips_30_26	"hypothetical protein"
			mips_30_26_03
	at_At1g12770	mips_04_05_05	"similar to ATP-dependent RNA helicase"
			mips_04_05_05_01
			mips_05
			mips_14_01
			mips_63_03_03
			mips_63_19_03
	at_At1g13040	mips_04_05_99	"hypothetical protein"
	at_At1g13800	mips_04_05_99	"hypothetical protein"
	at_At1g16830	mips_04_05_99	"hypothetical protein"
	at_At1g17630 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g18900	mips_04_05_99	"hypothetical protein"
	at_At1g19280	mips_04_05_99	"hypothetical protein, 3' partial"
	at_At1g22820	mips_04_05_99	"hypothetical protein, 3' partial"
	at_At1g22960	mips_04_05_99	"putative salt-inducible protein"
	at_At1g26500	mips_04_05_99	"hypothetical protein"
	at_At1g26900 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g28690 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g52640	mips_04_05_99	""
	at_At1g56570 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g61870	mips_04_05_99	"unknown protein"
	at_At1g62590	mips_04_05_99	"putative membrane-associated salt-inducible protein (AL021637); similar to EST gb|AA728420"
	at_At1g62670	mips_04_05_99	"PPR-repeat protein"
	at_At1g62680	mips_04_05_99	"PPR-repeat protein"
	at_At1g62860	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g63080	mips_04_05_99	"unknown protein"
	at_At1g63150	mips_04_05_99	"unknown protein"
	at_At1g63230	mips_04_05_99	"hypothetical protein"
	at_At1g68980	mips_04_05_99	"unknown protein"
	at_At1g69350 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g71060	mips_04_05_99	"hypothetical protein"
	at_At1g74580	mips_04_05_99	"hypothetical protein"
	at_At1g74600 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At1g74750	mips_04_05_99	""
	at_At1g74850	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At1g79080	mips_04_05_99	"hypothetical protein"
	at_At1g79540	mips_04_05_99	"hypothetical protein"
	at_At2g01390	mips_04_05_99	"hypothetical protein"
	at_At2g01740	mips_04_05_99	"hypothetical protein"
	at_At2g15630	mips_04_05_99	"putative salt-inducible protein"
	at_At2g16880	mips_04_05_99	"putative salt-inducible protein"
	at_At2g26790	mips_04	"putative salt-inducible protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At2g30100	mips_04_05_99	"putative unknown protein, leucine-rich repeat"
	at_At2g30780	mips_04_05_99	"hypothetical protein"
	at_At2g36730 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g48000	mips_04_05_99	"hypothetical protein"
	at_At3g07290	mips_04_05_99	"hypothetical protein"
	at_At3g09040 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g13160	mips_04_05_99	"unknown protein"
	at_At3g15200	mips_04_05_99	"hypothetical protein"
	at_At3g22150 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g22470	mips_04_05_99	"hypothetical protein"
	at_At3g25060 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g26540 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At3g29230 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g42630	mips_04_05_99	"unknown protein"
	at_At3g46610	mips_04_05_99	"hypothetical protein"
	at_At3g46870	mips_04_05_99	"putative protein"
	at_At3g47840 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g49240	mips_04_05_99	"putative protein"
	at_At3g50420 -	mips_02_30	"putative protein"
			mips_08_99
	at_At3g53170	mips_04_05_99	"nodulin / glutamate-ammonia ligase - like protein"
	at_At3g53700	mips_04_05_99	"putative protein"
	at_At3g60980	mips_04_05_99	"putative protein"
	at_At4g01570	mips_04_05_99	"hypothetical protein"
	at_At4g04370 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At4g17620	mips_02_30	"hypothetical protein"
			mips_04_05_99
			mips_08_99
	at_At4g18520 -	mips_06	"putative protein"
			mips_06_01
			mips_99
	at_At4g19220 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At4g19440	mips_04_05_99	"putative protein"
	at_At4g19900	mips_04_05_99	"putative protein"
	at_At4g20090	mips_04_05_99	"membrane-associated salt-inducible-like protein"
	at_At4g21880	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
	at_At4g25270 -	mips_02_30	"putative protein"
			mips_06_01
			mips_08_99
	at_At4g28010	mips_04_05_99	"putative protein"
	at_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_At4g38150	mips_04_05_99	"putative protein"
	at_At5g02860	mips_04_05_99	"putative protein"
	at_At5g03560 -	mips_06_01	"unknown protein"
			mips_11_01_05
	at_At5g11310	mips_04_05_99	"putative protein"
	at_At5g14080	mips_04_05_99	"putative protein"
	at_At5g14350	mips_04_05_99	"putative protein"
	at_At5g15300 -	mips_06_01	"putative protein"
	at_At5g36300	mips_04_05_99	"putative protein"
	at_At5g39350 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At5g41170	mips_04_05_99	"salt-inducible protein-like"
	at_At5g46580	mips_04_05_99	"putative protein"
	at_At5g46680	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_06
			mips_06_01
			mips_99
	at_At5g55740 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g65560	mips_04_05_99	"putative protein"
	at_At5g66500 -	mips_02_30	"putative protein"
			mips_08_99
	Training Accuracy: 68/96 (70.83%)
	Training Frequency class 'mips_04_05': 607/5760 (10.54%)

	Evaluation on validation data (2885 items):
	at_At1g01970 -	mips_06_01	"hypothetical protein"
	at_At1g06140 -	mips_02_30	"hypothetical protein"
			mips_06
			mips_06_01
			mips_08_99
	at_At1g12700	mips_04_05_99	"hypothetical protein"
	at_At1g14470	mips_04_05_99	"hypothetical protein"
	at_At1g30610 -	mips_06_01	"hypothetical protein"
	at_At1g31840	mips_04_05_99	"hypothetical protein"
	at_At1g69290	mips_04_05_99	"putative protein"
	at_At1g71460 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g71490 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g76280 -	mips_02_30	"hypothetical protein"
	at_At1g80150	mips_04_05_99	""
	at_At2g01860	mips_04_05_99	"hypothetical protein"
	at_At2g06000	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At2g18940	mips_04_05_99	"putative salt-inducible protein"
	at_At2g31400	mips_04_05_99	"unknown protein"
	at_At2g32230 -	mips_06_01	"hypothetical protein"
	at_At2g34400 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g39620 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At2g40720 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g45350 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At3g06920	mips_04_05_99	"hypothetical protein"
	at_At3g13150	mips_04_05_99	"hypothetical protein"
	at_At3g13880 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g18020	mips_04_05_99	"hypothetical protein"
	at_At3g18970 -	mips_30_26	"hypothetical protein"
			mips_30_26_03
	at_At3g20730 -	mips_02_30	"unknown protein"
			mips_06
			mips_08_99
	at_At3g23020	mips_04_05_99	"hypothetical protein"
	at_At3g25210	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At3g25970 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08
			mips_08_99
	at_At3g26630 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At3g29290 -	mips_06_01	"hypothetical protein"
	at_At3g53360 -	mips_02	"putative protein"
			mips_02_30
			mips_08
			mips_08_99
			mips_99
	at_At3g54980	mips_02_30	"putative protein"
			mips_04_05_99
	at_At3g56030	mips_04_05_99	"putative protein"
	at_At3g62470	mips_04_05_99	"putative protein"
	at_At3g62540	mips_04_05_99	"putative protein"
	at_At4g08210 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g11690	mips_04_05_99	"putative protein"
	at_At4g20740	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At4g21300 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g02830 -	mips_06	"putative protein"
			mips_06_01
	at_At5g10690 -	mips_06_01	"unknown protein"
	at_At5g24830	mips_04_05_99	"putative protein"
	at_At5g27270 -	mips_05_07	"putative protein"
	at_At5g38730 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g42310	mips_04_05_99	"maize crp1 protein-like"
	at_At5g43820	mips_02_30	"putative protein"
			mips_04_05_99
			mips_08_99
	at_At5g59900	mips_04_05	"putative protein"
			mips_04_05_99
	at_At5g61400	mips_04_05_99	"putative protein"
	at_At5g65820	mips_04_05_99	"putative protein"
	at_At5g67570	mips_04_05_99	"putative protein"
	Validation Accuracy: 27/51 (52.94%)
	Validation Frequency class 'mips_04_05': 314/2885 (10.88%)

	Evaluation on propertest data (4430 items):
	at_At1g03100	mips_02_30	"hypothetical protein"
			mips_04_05_99
			mips_08_99
	at_At1g03560	mips_04_05_99	"hypothetical protein"
	at_At1g05600	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At1g06270	mips_04_05_99	"unknown protein"
	at_At1g09900	mips_04_05_99	"hypothetical protein"
	at_At1g11710	mips_04_05_99	"putative salt-inducible protein"
	at_At1g13630	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At1g14090	mips_04_05_99	"unknown protein"
	at_At1g15480	mips_02_30	"hypothetical protein"
			mips_04_05_99
	at_At1g28020	mips_04_05_99	"hypothetical protein"
	at_At1g30290	mips_04_05_99	"hypothetical protein"
	at_At1g33350 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At1g43980 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g50270 -	mips_02_30	"hypothetical protein"
	at_At1g62930	mips_04_05_99	"unknown protein"
	at_At1g63130	mips_04_05_99	"unknown protein"
	at_At1g63320	mips_04_05_99	"hypothetical protein"
	at_At1g63400	mips_04_05_99	"PPR-repeat protein"
	at_At1g63630	mips_04_05_99	"hypothetical protein"
	at_At1g64310 -	mips_02_30	"hypothetical protein"
			mips_08_99
	at_At1g77340 -	mips_06_01	""
	at_At1g77360	mips_04_05_99	""
	at_At1g77400	mips_04_05_99	""
	at_At1g79490	mips_04_05_99	"hypothetical protein"
	at_At1g80270	mips_02_30	"Unknown protein (At1g80270; F5I6.2)"
			mips_04_05_99
			mips_08_99
	at_At1g80880 -	mips_06_01	"hypothetical protein"
	at_At2g02150	mips_04_05_99	"hypothetical protein"
	at_At2g02750 -	mips_02	"hypothetical protein"
			mips_02_30
			mips_08_99
	at_At2g03380 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g04860 -	mips_02_30	"hypothetical protein"
	at_At2g15820 -	mips_02_30	"unknown protein"
			mips_08_99
	at_At2g19280	mips_04_05_99	"putative salt-inducible protein"
	at_At2g27800	mips_04_05_99	"hypothetical protein"
	at_At2g32630	mips_04_05_99	"putative salt-inducible protein"
	at_At2g33680 -	mips_02_30	"hypothetical protein"
	at_At2g38420	mips_04_05_99	"hypothetical protein"
	at_At2g41720	mips_04_05_99	"putative salt-inducible protein"
	at_At2g46050 -	mips_02_30	"hypothetical protein"
			mips_06_01
			mips_08_99
	at_At3g09060	mips_04	"hypothetical protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At3g09650	mips_04	"hypothetical protein"
			mips_04_05_99
	at_At3g11380	mips_04_05_99	"hypothetical protein"
	at_At3g16010	mips_04_05_99	"hypothetical protein"
	at_At3g16890	mips_04_05_99	"hypothetical protein"
	at_At3g48810	mips_04_05_99	"putative protein"
	at_At3g60960	mips_04_05_99	"putative protein"
	at_At3g62530 -	mips_40_26	"putative protein"
	at_At4g01990	mips_04_05_99	"unknown protein"
	at_At4g04790	mips_04_05	"hypothetical protein"
			mips_04_05_99
	at_At4g14190 -	mips_06_01	"salt-inducible protein homolog"
	at_At4g18840 -	mips_06_01	"putative protein"
	at_At4g20770 -	mips_02_30	"putative protein"
			mips_08_99
	at_At4g31070 -	mips_06_01	"putative protein"
	at_At4g32430 -	mips_02	"putative protein"
			mips_02_30
			mips_08_99
	at_At5g01110	mips_04	"putative protein"
			mips_04_05_99
			mips_99
	at_At5g04810	mips_04_05_99	"membrane-associated salt-inducible protein-like"
	at_At5g08490 -	mips_02_30	"selenium-binding protein-like"
			mips_08_99
	at_At5g12100	mips_04_05_99	"putative protein"
	at_At5g13770	mips_04_05_99	"putative protein"
	at_At5g15980	mips_04	"putative protein"
			mips_04_05
			mips_04_05_99
			mips_99
	at_At5g19020 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g25630	mips_04_05_99	"putative protein"
	at_At5g28460	mips_04_05_99	"putative protein"
	at_At5g37570 -	mips_06_01	"putative protein"
	at_At5g39710	mips_04_05_99	"putative protein"
	at_At5g39980	mips_04_05_99	"putative protein"
	at_At5g40400	mips_04_05_99	"putative protein"
	at_At5g48730	mips_04_05_99	"putative protein"
	at_At5g50280	mips_04_05_99	"putative protein"
	at_At5g55840 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g59600 -	mips_02_30	"putative protein"
			mips_08_99
	at_At5g61370	mips_04_05_99	"unknown protein"
	at_At5g61990	mips_04_05_99	"unknown protein"
	at_At5g64320	mips_04_05_99	"putative protein"
	Propertest Accuracy: 50/73 (68.49%)
	Propertest Frequency class 'mips_04_05': 453/4430 (10.23%)

	New (unknown) data (2885 items):
	at_At1g03540 -	no entry	null
	at_At1g05750 -	no entry	null
	at_At1g06580 -	no entry	null
	at_At1g09220 -	no entry	null
	at_At1g09680 -	no entry	null
	at_At1g10270 -	no entry	null
	at_At1g15510 -	no entry	null
	at_At1g16480 -	no entry	null
	at_At1g18480 -	no entry	null
	at_At1g19290 -	no entry	null
	at_At1g19520 -	no entry	null
	at_At1g20230 -	no entry	null
	at_At1g23450 -	no entry	null
	at_At1g25360 -	no entry	null
	at_At1g31790 -	no entry	null
	at_At1g32410 -	no entry	null
	at_At1g34160 -	no entry	null
	at_At1g55890 -	no entry	null
	at_At1g56690 -	no entry	null
	at_At1g60770 -	no entry	null
	at_At1g62350 -	no entry	null
	at_At1g62910 -	no entry	null
	at_At1g64100 -	no entry	null
	at_At1g64580 -	no entry	null
	at_At1g73400 -	no entry	null
	at_At1g74400 -	no entry	null
	at_At1g74900 -	no entry	null
	at_At1g80550 -	no entry	null
	at_At2g01360 -	no entry	null
	at_At2g01380 -	no entry	null
	at_At2g03880 -	no entry	null
	at_At2g17030 -	no entry	null
	at_At2g20710 -	no entry	null
	at_At2g22410 -	no entry	null
	at_At2g28050 -	no entry	null
	at_At2g36240 -	no entry	null
	at_At2g39230 -	no entry	null
	at_At3g11460 -	no entry	null
	at_At3g13770 -	no entry	null
	at_At3g15130 -	no entry	null
	at_At3g21470 -	no entry	null
	at_At3g22690 -	no entry	null
	at_At3g24000 -	no entry	null
	at_At3g26780 -	no entry	null
	at_At3g49140 -	no entry	null
	at_At3g49730 -	no entry	null
	at_At3g49740 -	no entry	null
	at_At3g56550 -	no entry	null
	at_At3g61520 -	no entry	null
	at_At4g01400 -	no entry	null
	at_At4g02750 -	no entry	null
	at_At4g14170 -	no entry	null
	at_At4g18750 -	no entry	null
	at_At4g18970 -	no entry	null
	at_At4g19190 -	no entry	null
	at_At4g21170 -	no entry	null
	at_At4g26800 -	no entry	null
	at_At4g30700 -	no entry	null
	at_At4g30820 -	no entry	null
	at_At4g35850 -	no entry	null
	at_At4g37380 -	no entry	null
	at_At4g39620 -	no entry	null
	at_At5g04780 -	no entry	null
	at_At5g08310 -	no entry	null
	at_At5g09950 -	no entry	null
	at_At5g13230 -	no entry	null
	at_At5g14770 -	no entry	null
	at_At5g16420 -	no entry	null
	at_At5g27300 -	no entry	null
	at_At5g28380 -	no entry	null
	at_At5g44230 -	no entry	null
	at_At5g50390 -	no entry	null
	at_At5g52630 -	no entry	null
	at_At5g59200 -	no entry	null
	at_At1g02150 -	no entry	null
	at_At1g02370 -	no entry	null
	at_At1g02420 -	no entry	null
	at_At1g04840 -	no entry	null
	at_At1g07740 -	no entry	null
	at_At1g08070 -	no entry	null
	at_At1g09410 -	no entry	null
	at_At1g10330 -	no entry	null
	at_At1g11290 -	no entry	null
	at_At1g19720 -	no entry	null
	at_At1g20300 -	no entry	null
	at_At1g29710 -	mips_99	""
	at_At1g31430 -	no entry	null
	at_At1g31920 -	no entry	null
	at_At1g51970 -	no entry	null
	at_At1g52620 -	no entry	null
	at_At1g53330 -	no entry	null
	at_At1g55630 -	no entry	null
	at_At1g59720 -	no entry	null
	at_At1g62260 -	no entry	null
	at_At1g63070 -	no entry	null
	at_At1g63330 -	no entry	null
	at_At1g71420 -	no entry	null
	at_At1g74630 -	no entry	null
	at_At1g77170 -	no entry	null
	at_At2g01510 -	no entry	null
	at_At2g02980 -	no entry	null
	at_At2g13600 -	no entry	null
	at_At2g15690 -	no entry	null
	at_At2g17140 -	no entry	null
	at_At2g17670 -	no entry	null
	at_At2g18520 -	no entry	null
	at_At2g20540 -	mips_99	"unknown protein"
	at_At2g21090 -	no entry	null
	at_At2g22070 -	no entry	null
	at_At2g25580 -	no entry	null
	at_At2g27610 -	no entry	null
	at_At2g29760 -	no entry	null
	at_At2g34370 -	no entry	null
	at_At2g35030 -	no entry	null
	at_At2g35130 -	no entry	null
	at_At2g40240 -	no entry	null
	at_At2g41080 -	no entry	null
	at_At2g42920 -	no entry	null
	at_At2g44880 -	no entry	null
	at_At3g08820 -	no entry	null
	at_At3g12770 -	no entry	null
	at_At3g14330 -	no entry	null
	at_At3g15590 -	no entry	null
	at_At3g16610 -	no entry	null
	at_At3g16710 -	no entry	null
	at_At3g17370 -	no entry	null
	at_At3g18110 -	no entry	null
	at_At3g28640 -	no entry	null
	at_At3g28660 -	no entry	null
	at_At3g46790 -	no entry	null
	at_At3g47530 -	no entry	null
	at_At3g48250 -	no entry	null
	at_At3g49170 -	no entry	null
	at_At3g51320 -	no entry	null
	at_At3g57430 -	no entry	null
	at_At3g59040 -	no entry	null
	at_At3g60040 -	no entry	null
	at_At3g60050 -	no entry	null
	at_At3g61170 -	no entry	null
	at_At3g61360 -	no entry	null
	at_At3g62890 -	no entry	null
	at_At3g63370 -	no entry	null
	at_At4g01030 -	no entry	null
	at_At4g13650 -	no entry	null
	at_At4g14050 -	no entry	null
	at_At4g14820 -	no entry	null
	at_At4g14850 -	no entry	null
	at_At4g15720 -	no entry	null
	at_At4g16390 -	no entry	null
	at_At4g16470 -	no entry	null
	at_At4g16840 -	no entry	null
	at_At4g17910 -	no entry	null
	at_At4g26680 -	no entry	null
	at_At4g31850 -	no entry	null
	at_At4g33170 -	no entry	null
	at_At4g34830 -	no entry	null
	at_At4g35130 -	no entry	null
	at_At4g36680 -	no entry	null
	at_At5g03800 -	no entry	null
	at_At5g06400 -	no entry	null
	at_At5g08510 -	no entry	null
	at_At5g13270 -	no entry	null
	at_At5g15010 -	no entry	null
	at_At5g15340 -	no entry	null
	at_At5g16860 -	no entry	null
	at_At5g18480 -	no entry	null
	at_At5g18950 -	no entry	null
	at_At5g27110 -	no entry	null
	at_At5g27460 -	no entry	null
	at_At5g28340 -	no entry	null
	at_At5g28370 -	no entry	null
	at_At5g39680 -	no entry	null
	at_At5g40410 -	no entry	null
	at_At5g43790 -	no entry	null
	at_At5g46100 -	no entry	null
	at_At5g47360 -	no entry	null
	at_At5g47460 -	no entry	null
	at_At5g48910 -	no entry	null
	at_At5g50990 -	no entry	null
	at_At5g52850 -	no entry	null
	at_At5g56310 -	no entry	null
	at_At5g57250 -	no entry	null
	at_At5g60960 -	no entry	null
	at_At5g61800 -	no entry	null
	at_At5g65570 -	no entry	null
	at_At5g66520 -	no entry	null
	at_At1g03510 -	no entry	null
	at_At1g07590 -	no entry	null
	at_At1g09820 -	no entry	null
	at_At1g13410 -	no entry	null
	at_At1g22830 -	no entry	null
	at_At1g26460 -	no entry	null
	at_At1g43010 -	no entry	null
	at_At1g53600 -	no entry	null
	at_At1g62720 -	no entry	null
	at_At1g68930 -	no entry	null
	at_At1g71210 -	no entry	null
	at_At1g73710 -	no entry	null
	at_At1g77010 -	no entry	null
	at_At2g15990 -	no entry	null
	at_At2g17210 -	no entry	null
	at_At2g33760 -	no entry	null
	at_At3g14580 -	no entry	null
	at_At3g14730 -	no entry	null
	at_At3g15930 -	no entry	null
	at_At3g18840 -	no entry	null
	at_At3g22670 -	no entry	null
	at_At3g23330 -	no entry	null
	at_At3g49710 -	no entry	null
	at_At3g58590 -	no entry	null
	at_At4g02820 -	no entry	null
	at_At4g21190 -	no entry	null
	at_At4g22760 -	no entry	null
	at_At4g32450 -	no entry	null
	at_At4g33990 -	no entry	null
	at_At4g37170 -	no entry	null
	at_At5g06540 -	no entry	null
	at_At5g09450 -	no entry	null
	at_At5g14820 -	no entry	null
	at_At5g15280 -	no entry	null
	at_At5g16640 -	no entry	null
	at_At5g18390 -	no entry	null
	at_At5g42450 -	no entry	null
	at_At5g46460 -	no entry	null
	at_At5g62370 -	no entry	null


------------------
Rule 2315
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3),coil(_orf_0) = 0
	hmmpfam_myb_dna_binding(_orf_0,_hmmpfam_id_1),hmmpfam(_orf_0,_hmmpfam_id_1,_ipr_2) = 1
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2) = 1
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5760 items):
	at_At1g01520	mips_04_05_01_04_03	"hypothetical protein"
			mips_06_07_04
	at_At1g09540 -	mips_04	"putative transcription factor (MYB61)"
			mips_40_10
	at_At1g09770	mips_03_03	"putative DNA-binding protein, Myb"
			mips_03_03_01
			mips_03_03_01_01
			mips_03_03_01_01_09
			mips_04_05_05
			mips_25_05_10
			mips_40_10_99
			mips_63_03_01
	at_At1g17950	mips_04_05_01_01	"unknown protein"
	at_At1g18570	mips_04_05_01_01	"putative protein"
	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_At1g58220 -	mips_20_25_01	"MYB-family transcription factor-like protein"
			mips_20_25_01_03
			mips_20_25_01_07
			mips_47_03_02
	at_At1g73410	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
	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_At2g39880	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
			mips_04_05_01_01
	at_At2g46830	mips_01	"CCA1"
			mips_01_05
			mips_01_05_04
			mips_04
			mips_04_01
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_40
			mips_40_10
			mips_40_10_03
			mips_63
			mips_63_01
			mips_63_03
			mips_99
	at_At2g47620	mips_01_05	"SWI/SNF family like transcription activator"
			mips_01_05_04
			mips_03
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_40_10_99
			mips_63_01
			mips_63_03
	at_At3g09230	mips_04_05_01_01	"unknown protein"
	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_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_At3g50060	mips_03_03_01	"R2R3-MYB transcription factor"
			mips_04_05_01_01
	at_At3g53200	mips_04_05_01	"putative transcription factor (MYB27)"
			mips_04_05_01_01
			mips_04_05_01_04
	at_At3g53790 -	mips_30_10	"putative protein"
			mips_30_10_03
			mips_40_10_03
	at_At4g01280	mips_04_05_01_04_03	"putative myb-related DNA-binding protein"
			mips_06_07_04
	at_At4g11400	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	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_At4g22680	mips_04_05	"myb-like protein"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g37260	mips_04_05_01_01	"myb-related protein"
	at_At5g02840	mips_04_05_01_04_03	"unknown protein"
			mips_06
			mips_06_07_04
			mips_10
			mips_10_05_01
			mips_10_05_01_10
			mips_40_10
	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_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_At5g14750 -	mips_25_03	"myb transcription factor werewolf (WER)/ MYB66"
	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_At5g49240 -	mips_10_01_05_07	"putative protein"
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	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_At5g58850 -	mips_40_10_99	"putative transcription factor MYB119 (MYB119)"
	at_At5g67300	mips_04_05_01_01	"myb-related protein, 33.3K (pir||S71284)"
	Training Accuracy: 24/35 (68.57%)
	Training Frequency class 'mips_04_05': 607/5760 (10.54%)

	Evaluation on validation data (2885 items):
	at_At1g07540 -	mips_30_10_03	"DNA-binding protein, putative"
	at_At1g17460 -	mips_04	"unknown protein (At1g17460)"
			mips_40_10
	at_At1g49190 -	mips_10_05	"putative two-component response regulator gb|AAD12696.1"
			mips_10_05_01
			mips_10_05_01_10
	at_At1g49950 -	mips_03_01_03	"telomere repeat binding factor 1 (TRB1)/DNA-binding protein PcMYB1, putative"
			mips_03_01_11
			mips_03_03_01_01
			mips_03_03_01_03
			mips_03_03_04
			mips_03_03_04_99
			mips_06_10
			mips_30_10
			mips_30_10_03
			mips_40_10_03
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_99
			mips_63_03_01
	at_At1g67710	mips_04_05_01_04_01	"response regulator 11 (ARR11)"
			mips_06_07_03
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_01
			mips_11_05_01_01
			mips_11_05_05
			mips_30_01
			mips_63_03_01
	at_At1g69560 -	mips_40_10_99	"myb-related transcription factor, putative"
	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_At2g13960	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63_03
	at_At2g23290	mips_04_05_01_01	"putative MYB family transcription factor"
	at_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_At2g46410	mips_03	"putative MYB family transcription factor"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_25
			mips_40
			mips_40_10
			mips_40_10_03
			mips_40_10_99
			mips_63
			mips_63_03
	at_At2g47210	mips_04_05_01_04_03	"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_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_At3g16350	mips_04_05_01_04_03	"putative MYB family transcription factor"
	at_At3g18100 -	mips_03_03_01_01	"putative transcription factor (MYB4R1)"
			mips_03_03_01_01_09
	at_At3g49850	mips_04	"MYB -like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
	at_At4g09450 -	mips_10_05	"putative protein"
			mips_10_05_01
			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_At4g39160 -	mips_04_01	"putative protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
	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_At5g11050 -	mips_40_10_99	"putative transcription factor MYB64 (MYB64)"
	at_At5g39700	mips_04_05_01	"myb like transcription factor (MYB89)"
			mips_04_05_01_04
			mips_40_10_99
			mips_63_03
	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_At5g56840 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g58080 -	mips_01_04_04	"ARR2 - like protein"
			mips_04
			mips_10
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_07
			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
	Validation Accuracy: 13/29 (44.83%)
	Validation Frequency class 'mips_04_05': 314/2885 (10.88%)

	Evaluation on propertest data (4430 items):
	at_At1g01060	mips_04_05_01_01	"DNA-binding protein, putative"
			mips_63_07
	at_At1g01380	mips_04_05_01_01	"Myb homolog (CPC), putative"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g15720 -	mips_03_01_11	"hypothetical 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
	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_At1g49010 -	mips_14_04_03	"hypothetical protein"
			mips_14_04_03_05
	at_At1g63910 -	mips_01_01_04	"putative MYB family transcription factor"
			mips_01_03_13
	at_At1g74430 -	mips_40_10_99	"putative transcription factor (MYB95)"
	at_At1g74840	mips_03_01_09	"MYB family transcription factor like protein"
			mips_03_01_09_01
			mips_03_01_09_05
			mips_03_01_99
			mips_04_05_01_04_05
			mips_06_07_04
			mips_63_03_01
	at_At2g01760 -	mips_01_04	"putative two-component response regulator protein"
			mips_01_04_04
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_63_03_01
	at_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_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_At2g44430 -	mips_14_04_03	"unknown protein"
			mips_14_04_03_05
			mips_40_10_99
	at_At3g08500	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At3g09370	mips_04_05_01_04_01	"MYB family like transcription factor"
	at_At3g09600	mips_04_05_01_04_03	"putative MYB-related protein"
			mips_06_07
			mips_06_07_04
	at_At3g52250	mips_04_05_01_04_03	"putative protein"
	at_At3g55730	mips_04_05_01_01	"MYB transcription factor - like protein"
	at_At3g62670	mips_04_05_01_04_01	"putative protein"
			mips_10_01_05
			mips_10_01_05_07
			mips_10_05_01
			mips_10_05_01_10
			mips_11_05_01
			mips_11_05_01_01
	at_At4g00540 -	mips_01_01_04	"putative c-myb-like transcription factor (MYB3R2)"
			mips_01_03_13
	at_At4g01060 -	mips_04	"putative myb-like protein"
			mips_40_10
	at_At4g01680	mips_04_05	"putative transcription factor"
			mips_04_05_01
			mips_04_05_01_04
	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_At4g17780 -	mips_01_01_04	"MYB transcription factor like protein"
			mips_01_03
			mips_01_03_13
	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_At4g38620	mips_04_05	"putative transcription factor (MYB4)"
			mips_04_05_01
			mips_04_05_01_04
	at_At4g39250 -	mips_06_01	"putative protein"
	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_At5g08520 -	mips_10_05_01	"putative protein"
			mips_10_05_01_10
	at_At5g17300	mips_04_05_01_04_03	"unknown protein"
			mips_06_07_04
	at_At5g41020 -	mips_03_03_01_02	"putative protein"
			mips_62_02_01_01
	at_At5g53200	mips_04_05_01_01	"putative protein"
			mips_25_03
			mips_40_10_99
	at_At5g61620	mips_04	"transcriptional activator - like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_98
			mips_99
	Propertest Accuracy: 18/33 (54.55%)
	Propertest Frequency class 'mips_04_05': 453/4430 (10.23%)

	New (unknown) data (2885 items):
	at_At1g08810 -	no entry	null
	at_At1g18330 -	no entry	null
	at_At1g19000 -	no entry	null
	at_At1g66230 -	no entry	null
	at_At1g66370 -	no entry	null
	at_At1g72740 -	no entry	null
	at_At1g79180 -	no entry	null
	at_At2g31180 -	no entry	null
	at_At2g47460 -	no entry	null
	at_At3g13540 -	no entry	null
	at_At3g24310 -	no entry	null
	at_At3g27780 -	no entry	null
	at_At3g27810 -	no entry	null
	at_At3g30210 -	no entry	null
	at_At3g47600 -	no entry	null
	at_At4g05100 -	no entry	null
	at_At4g12350 -	no entry	null
	at_At4g25560 -	no entry	null
	at_At5g02320 -	no entry	null
	at_At5g15310 -	no entry	null
	at_At5g40360 -	no entry	null
	at_At5g47390 -	no entry	null
	at_At5g49330 -	no entry	null
	at_At5g57620 -	no entry	null
	at_At5g60890 -	no entry	null
	at_At5g62320 -	no entry	null
	at_At5g65790 -	no entry	null
	at_At1g06180 -	no entry	null
	at_At1g14350 -	no entry	null
	at_At1g18960 -	no entry	null
	at_At1g19510 -	no entry	null
	at_At1g26780 -	no entry	null
	at_At1g34670 -	no entry	null
	at_At1g66380 -	no entry	null
	at_At1g66390 -	no entry	null
	at_At1g68320 -	no entry	null
	at_At1g70000 -	no entry	null
	at_At1g74650 -	no entry	null
	at_At2g02820 -	no entry	null
	at_At2g16720 -	no entry	null
	at_At2g25230 -	no entry	null
	at_At2g30420 -	no entry	null
	at_At2g36890 -	no entry	null
	at_At2g36960 -	no entry	null
	at_At2g38090 -	no entry	null
	at_At3g12720 -	no entry	null
	at_At3g12820 -	no entry	null
	at_At3g21440 -	no entry	null
	at_At3g23250 -	no entry	null
	at_At3g27920 -	no entry	null
	at_At3g28470 -	no entry	null
	at_At3g28910 -	no entry	null
	at_At3g46130 -	no entry	null
	at_At3g60110 -	mips_99	"unknown protein"
	at_At3g60460 -	no entry	null
	at_At3g62610 -	no entry	null
	at_At4g09460 -	no entry	null
	at_At4g13480 -	no entry	null
	at_At4g26930 -	no entry	null
	at_At4g28110 -	no entry	null
	at_At4g34990 -	no entry	null
	at_At5g04760 -	no entry	null
	at_At5g07690 -	no entry	null
	at_At5g11510 -	no entry	null
	at_At5g12870 -	no entry	null
	at_At5g14340 -	no entry	null
	at_At5g16770 -	no entry	null
	at_At5g17800 -	no entry	null
	at_At5g23000 -	no entry	null
	at_At5g40330 -	no entry	null
	at_At5g40350 -	no entry	null
	at_At5g40430 -	no entry	null
	at_At5g45420 -	no entry	null
	at_At5g49620 -	no entry	null
	at_At5g52260 -	no entry	null
	at_At5g52600 -	no entry	null
	at_At5g55020 -	no entry	null
	at_At5g61420 -	no entry	null
	at_At5g62470 -	no entry	null
	at_At5g65230 -	no entry	null
	at_At5g67580 -	no entry	null
	at_At1g06910 -	no entry	null
	at_At1g17520 -	no entry	null
	at_At1g22640 -	no entry	null
	at_At1g25340 -	no entry	null
	at_At1g56160 -	no entry	null
	at_At1g56650 -	no entry	null
	at_At1g57560 -	no entry	null
	at_At1g71030 -	no entry	null
	at_At1g74080 -	no entry	null
	at_At2g32460 -	no entry	null
	at_At2g37630 -	no entry	null
	at_At2g47190 -	no entry	null
	at_At3g13890 -	no entry	null
	at_At3g48920 -	no entry	null
	at_At3g61250 -	no entry	null
	at_At4g21440 -	no entry	null
	at_At4g33450 -	no entry	null
	at_At4g37780 -	no entry	null
	at_At5g01200 -	no entry	null
	at_At5g07700 -	no entry	null
	at_At5g23650 -	no entry	null
	at_At5g35550 -	no entry	null


------------------
Rule 1731
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),scanregexp(_orf_0,_scanregexp_id_4,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),blastprodom(_orf_0,_blastprodom_id_2,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 1
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),hmmpfam(_orf_0,_hmmpfam_id_4,_ipr_3) = 0
	scanregexp_atp_gtp_a(_orf_0,_scanregexp_id_1),fprintscan(_orf_0,_fprintscan_id_2,_ipr_3),seg(_orf_0) = 0
	hmmsmart_aaa(_orf_0,_hmmsmart_id_1),hmmpfam(_orf_0,_hmmpfam_id_2,_ipr_3),seg(_orf_0) = 0
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 0
	hmmpfam_lrr(_orf_0,_hmmpfam_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3) = 0
	hmmpfam_myb_dna_binding(_orf_0,_hmmpfam_id_1),hmmpfam(_orf_0,_hmmpfam_id_1,_ipr_2) = 0
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5760 items):
	at_At1g03670 -	mips_63_07	"hypothetical protein"
	at_At1g05830	mips_04	"tri-thorax like protein (At1g05830)"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_01
			mips_63_03
			mips_63_17
			mips_63_17_09
	at_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_At1g20140	mips_01_01_04	"kinetochore protein Skp1, putative"
			mips_01_05_04
			mips_04_05_01_04_99
			mips_14_01_03
			mips_25_05_09
			mips_47_03_01
			mips_47_03_01_02
			mips_47_03_02
	at_At1g48650	mips_04_05_05	"hypothetical protein"
			mips_40_10_03
			mips_40_10_99
	at_At1g51380	mips_04	"putative RNA helicase"
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_11
			mips_05
			mips_05_04
			mips_05_04_01
			mips_14
			mips_14_01
			mips_14_04
			mips_25
			mips_25_05
			mips_25_05_10
			mips_33
			mips_33_03
			mips_33_03_02
			mips_40_10
			mips_63
			mips_63_03
			mips_63_19
			mips_63_19_03
			mips_98
	at_At1g55150	mips_04_05_05_11	"Unknown protein (At1g55150; T7N22.9)"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At1g58050	mips_04_05_05_01	"hypothetical protein"
			mips_04_05_05_01_10
			mips_04_05_05_11
	at_At1g59760	mips_04_05_01_01	"hypothetical protein"
			mips_04_07
			mips_08_01
			mips_63_03_01
	at_At1g59990 -	mips_63_19_03	"putative protein"
	at_At1g71280	mips_04_01	"putative DEAD/DEAH box helicase"
			mips_04_01_04
			mips_04_05_05_01
	at_At1g72730	mips_04	"Eukaryotic initiation factor 4A like protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_14_04
			mips_25_05
			mips_25_05_10
			mips_40_10
			mips_63_19
			mips_63_19_03
	at_At1g72870 -	mips_11_05_01	"hypothetical protein"
			mips_11_05_03
	at_At1g75010 -	mips_10_01_09	"hypothetical protein"
			mips_30_02
			mips_30_07
	at_At2g01440 -	mips_03_01_03	"putative ATP-dependent DNA helicase RECG"
			mips_03_01_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_03_01_05_03
			mips_20_25
			mips_20_25_16
			mips_40_37
			mips_63_03_01
			mips_63_19_03
	at_At2g07750	mips_04_05_05	"putative RNA helicase"
			mips_04_05_05_11
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At2g17930 -	mips_14_01	"hypothetical protein"
			mips_14_01_03
			mips_25_05_09
			mips_25_05_25
			mips_63_17
			mips_63_17_01
	at_At2g25290 -	mips_14_01_03	"unknown protein"
			mips_25_05_09
			mips_25_05_25
	at_At2g25700	mips_01_01	"putative kinetechore (Skp1p-like) protein"
			mips_01_01_04
			mips_01_05_04
			mips_04_05_01_04_99
			mips_14_01
			mips_14_01_03
			mips_25_05_09
			mips_30_04
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_02
			mips_47_03_02
	at_At2g35920	mips_04	"ATP-dependent RNA helicase A like protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06
			mips_06_10
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_10
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_03
			mips_63_19
			mips_63_19_03
	at_At2g40700 -	mips_04_99	"ATP-dependent RNA helicase"
			mips_63_19_03
	at_At2g42520	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_01
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
	at_At2g45810	mips_04_05_05_01	"putative ATP-dependent RNA helicase"
			mips_04_99
	at_At2g47330	mips_04_05_05	"putative ATP-dependent RNA helicase"
			mips_04_05_05_11
			mips_05_04
			mips_05_04_01
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_45
			mips_45_03
			mips_45_03_12
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_02
			mips_63_19_03
	at_At3g13920	mips_04_05_05	"eukaryotic protein synthesis initiation factor 4A"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At3g22310	mips_04_05_05_11	"putative RNA helicase"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At3g22330	mips_04_05_05_11	"DEAD-Box RNA helicase like protein"
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	at_At3g26560	mips_04_05_05	"ATP-dependent RNA helicase, putative"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_40_10_99
	at_At3g53110	mips_04_05_05	"RNA helicase -like protein"
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_45_03_12
			mips_47_03_05
			mips_47_03_05_01
			mips_47_03_09
			mips_47_03_09_01
			mips_47_03_11
			mips_47_03_11_07
			mips_47_03_21
			mips_47_03_21_03
			mips_47_03_21_03_02
			mips_63_19_03
	at_At3g53390 -	mips_33_03_13	"putative protein"
			mips_62_02_01_01
	at_At3g56960 -	mips_01_04	"phosphatidylinositol-4-phosphate 5-kinase-like protein"
			mips_01_06_01
			mips_06_07_03
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_99
			mips_14_04_03
			mips_14_04_03_01
			mips_30_04
	at_At3g58570	mips_04_01	"ATP-dependent RNA helicase-like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_33
			mips_33_03
			mips_33_03_02
	at_At3g60020	mips_01_01_04	"Skp1-like protein"
			mips_04_05_01_04_99
			mips_14_01_03
			mips_25_05_09
			mips_47_03_01
			mips_47_03_01_02
			mips_47_03_02
	at_At3g62310	mips_04_05_05	"ATP-dependent RNA helicase-like protein"
			mips_04_05_05_01
	at_At4g16680	mips_04_05_05	"RNA helicase"
			mips_04_05_05_01
			mips_05_07
			mips_30_10
	at_At4g17730 -	mips_04_09	"syntaxin"
			mips_08_13
			mips_30_25
			mips_67_01
	at_At4g27100 -	mips_01_04	"putative protein"
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
			mips_63_17
			mips_63_17_01
	at_At4g32070	mips_03_03_01_01	"putative protein"
			mips_03_03_01_01_11
			mips_03_03_04
			mips_03_03_04_07
			mips_04_05_99
			mips_06_07_03
			mips_10_01_05_01
			mips_48
			mips_62_01
			mips_62_01_01
	at_At5g01310 -	mips_01_03_01	"putative protein"
			mips_01_03_01_01
			mips_01_03_01_01_99
			mips_03_03
			mips_03_03_01
	at_At5g08610	mips_03_01_09	"RNA helicase-like protein"
			mips_03_01_09_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04
			mips_05_04_01
			mips_25_05_10
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At5g11170	mips_04	"DEAD BOX RNA helicase RH15 - like protein"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04
			mips_05_04_01
			mips_40
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_03
			mips_63_19
			mips_63_19_03
			mips_98
	at_At5g11200	mips_04_05_05_01	"DEAD BOX RNA helicase RH15"
			mips_04_05_05_01_99
			mips_05_01
			mips_05_01_01
			mips_05_01_99
			mips_05_04_01
			mips_63_03_03
			mips_63_19_03
	at_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_At5g14230 -	mips_63_07	"ankyrin - like protein"
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g16680 -	mips_04	"putative protein"
			mips_40_10
			mips_63_17_09
			mips_63_19
	at_At5g17930 -	mips_13_11	"unknown protein"
			mips_13_11_03
			mips_13_11_03_13
	at_At5g39840	mips_01_03_16	"putative RNA helicase"
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_05_07
			mips_63_03_03
	at_At5g42190	mips_01_01_04	"UIP2 (gb|AAC63110.1)"
			mips_01_05_04
			mips_04_05_01_04_99
			mips_25_05_09
			mips_47_03_01
			mips_47_03_01_02
			mips_47_03_02
	at_At5g46860 -	mips_04	"syntaxin related protein AtVam3p (gb|AAC49823.1)"
			mips_04_09
			mips_05
			mips_05_04
			mips_06
			mips_06_04
			mips_08
			mips_08_07
			mips_08_13
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_30
			mips_30_25
			mips_40
			mips_40_02
			mips_40_03
			mips_40_09
			mips_63
			mips_67
	at_At5g54780 -	mips_01	"putative protein"
			mips_01_04
			mips_06
			mips_06_07
			mips_10
			mips_10_05
			mips_40
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
			mips_63
			mips_63_17
			mips_63_17_01
			mips_63_19
			mips_99
	at_At5g62190 -	mips_05_07	"putative RNA helicase (MMI9.2)"
			mips_40_10_07
	at_At5g63120	mips_04_05_05_11	"ATP-dependent RNA helicase-like protein"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At5g63630	mips_04_01	"RNA helicase"
			mips_04_01_04
			mips_04_05_05_11
			mips_05_04_01
			mips_33_03_02
			mips_63_19_03
	Training Accuracy: 33/53 (62.26%)
	Training Frequency class 'mips_04_05': 607/5760 (10.54%)

	Evaluation on validation data (2885 items):
	at_At1g24290 -	mips_03_01_03	"hypothetical protein"
			mips_03_01_05
			mips_03_01_05_01
			mips_03_03_01_01
			mips_03_03_04
			mips_03_03_04_03
			mips_03_03_04_07
			mips_30_16
			mips_40_10_99
	at_At1g31970	mips_04_05_05_11	"putative protein"
			mips_05_04_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At1g61690 -	mips_13_03	"hypothetical protein"
			mips_13_03_01
			mips_30_22
			mips_30_25
			mips_40_09
			mips_40_22
			mips_63_17
			mips_63_17_09
	at_At1g63250	mips_04_05_05	"putative RNA helicase"
			mips_33
			mips_33_03
			mips_33_03_02
	at_At1g71370	mips_03	"putative ATP-dependent RNA helicase"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03
			mips_63_03_03
			mips_63_19
	at_At1g77050	mips_04	""
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_40_03
			mips_40_10
			mips_63
			mips_63_03
			mips_63_19
	at_At2g02350 -	mips_06_99	"SKP1 interacting partner 3 (SKIP3)"
	at_At2g33540	mips_04_05_01_04_01	"unknown protein"
			mips_06_07_03
	at_At2g47250	mips_04_05_05	"putative pre-mRNA splicing factor RNA helicase"
			mips_04_05_05_01
			mips_05_04
			mips_40_10_99
	at_At2g47680	mips_04_05_05	"putative ATP-dependent RNA helicase A"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_11
			mips_06_10
			mips_40_10_99
			mips_63_03_03
	at_At3g06980	mips_04_05_05_01	"putative DEAD/DEAH box helicase"
			mips_05_04_01
			mips_33_03_02
	at_At3g09720	mips_04_05_05_01	"putative RNA helicase"
			mips_63_03_03
			mips_63_19_03
	at_At3g16840	mips_04_05_05	"ATP-dependent RNA helicase"
			mips_04_05_05_01
			mips_33_03_02
	at_At3g27730	mips_04_05_05	"hypothetical protein"
	at_At3g46960	mips_04_05_01_01	"putative helicase"
			mips_04_07
			mips_08_01
			mips_63_03_01
	at_At4g03480 -	mips_30_04	"hypothetical protein"
			mips_40_04
			mips_63_07
	at_At4g19660 -	mips_63_07	"putative protein"
	at_At4g29950 -	mips_25_05_25	"unknown protein"
			mips_63_17_01
	at_At4g34210	mips_01_01_04	"kinetochore (SKP1p) - like protein"
			mips_03
			mips_03_03_01
			mips_04_05_01_04_99
			mips_14_04
			mips_25_05
			mips_25_05_09
			mips_30
			mips_47_03_01
			mips_47_03_01_02
			mips_47_03_02
	at_At4g34910	mips_04_05_01_01	"RNA helicase (RH16)"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_01
			mips_05_01_99
			mips_05_04_01
			mips_40_10_07
			mips_63_03_03
	at_At5g08620	mips_04_05_05	"RNA helicase (emb|CAA09212.1)"
			mips_04_05_05_11
			mips_05
			mips_05_04_01
			mips_14_01
			mips_33_03_02
			mips_63_03_03
			mips_63_19_03
	at_At5g09420 -	mips_01_01_99	"putative subunit of TOC complex"
			mips_01_02_01
			mips_01_03_01
			mips_05_10
			mips_05_99
			mips_08_02
			mips_40_26
			mips_40_26_03
	at_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_At5g35930 -	mips_01_20_37	"unknown protein"
			mips_01_20_37_03
			mips_11_05_03
	at_At5g54910	mips_03_01_09	"RNA helicase-like protein"
			mips_03_01_09_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04_01
			mips_40_10_07
			mips_63_03_03
	at_At5g57050 -	mips_10_01_05_01	"protein phosphatase 2C ABI2 (PP2C) (sp|O04719)"
			mips_10_01_05_01_02
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At5g65900	mips_03_01	"ATP-dependent RNA helicase-like"
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_30_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03_03
	Validation Accuracy: 18/27 (66.67%)
	Validation Frequency class 'mips_04_05': 314/2885 (10.88%)

	Evaluation on propertest data (4430 items):
	at_At1g06670	mips_04_05_05	"DEIH-box RNA/DNA helicase"
			mips_40_10_99
	at_At1g16460 -	mips_01_01_01	"thiosulfate sulfurtransferase like protein"
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02_01
			mips_01_02_99
			mips_06_01
			mips_13
			mips_13_11
			mips_63_09
			mips_67
	at_At1g20920 -	mips_33_03_02	"putative RNA helicase"
			mips_63_19_03
	at_At1g32490	mips_03	"putative RNA helicase (At1g32490)"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_19
	at_At1g54270	mips_04_05_05	"Eukaryotic Initiation Factor 4A-2"
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_25_05_10
	at_At1g70070	mips_03	"Similar to Synechocystis antiviral protein (At1g70070)"
			mips_03_01
			mips_03_01_03
			mips_03_01_05
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_05
			mips_05_04
			mips_11
			mips_11_05
			mips_11_07
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_19
	at_At1g75950	mips_01_01_04	"UIP1"
			mips_01_05_04
			mips_04_05_01_04_99
			mips_14_01_03
			mips_25_05_09
			mips_47_03_01
			mips_47_03_01_02
			mips_47_03_02
	at_At1g79230 -	mips_01_01_01	"mercaptopyruvate sulfurtransferase (Atmst1)"
			mips_01_01_01_11
			mips_01_01_01_11_03
			mips_01_02
			mips_01_02_01
			mips_01_02_99
			mips_06_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40_16
			mips_63_09
			mips_67
			mips_67_04
	at_At2g01130	mips_04_05_05	"putative ATP-dependent RNA helicase A"
			mips_04_05_05_01
			mips_05_04
			mips_25_05_23
			mips_40_10_03
			mips_40_10_99
	at_At2g06990	mips_04_05_01_01	"HUA enhancer 2 (HEN2)"
			mips_04_07
			mips_08_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_At2g25430 -	mips_05	"unknown protein"
			mips_06
			mips_06_04
			mips_06_10
			mips_08
			mips_08_19
			mips_10
			mips_13
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_09
			mips_98
	at_At2g33320 -	mips_13_05	"hypothetical protein"
	at_At2g33730	mips_04_05_05_01	"putative U5 small nuclear ribonucleoprotein, an RNA helicase"
			mips_33_03_02
	at_At2g35340	mips_03	"putative pre-mRNA splicing factor RNA helicase"
			mips_03_03
			mips_03_03_01
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_05_04
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40_10_99
			mips_63_03
			mips_63_19
	at_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_At3g07960 -	mips_10_01_09	"putative phosphatidylinositol-4-phosphate 5-kinase"
			mips_10_01_99
			mips_14_04_03_01
	at_At3g09620	mips_04_05_05	"putative RNA helicase"
			mips_04_05_05_11
			mips_05
			mips_05_04
			mips_05_04_01
			mips_14_01
			mips_33
			mips_33_03
			mips_33_03_02
			mips_63_19_03
	at_At3g15260 -	mips_01	"putative protein phosphatase type 2C"
			mips_01_04_07
			mips_06
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At3g16090 -	mips_25_05_10	"putative zinc finger protein"
	at_At3g18600	mips_03_01_09	"DEAD box helicase protein, putative"
			mips_03_01_09_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05_04_01
			mips_40_10_07
			mips_40_10_99
	at_At3g19760	mips_04_01	"RNA helicase, putative"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_01
			mips_05_04
			mips_25_05_10
	at_At3g24500 -	mips_29_06	"ethylene-responsive transcriptional coactivator, putative"
			mips_40_37
	at_At3g49810 -	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_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_At3g61240	mips_04_01	"DEAD box RNA helicase RH12"
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_63_19_03
	at_At3g62530 -	mips_40_26	"putative protein"
	at_At4g00660	mips_04_01	"RNA helicase like protein"
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
	at_At4g14790	mips_01_03_16	"RNA helicase like protein"
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_05_07
			mips_63_03_03
	at_At4g26080 -	mips_10_01_05	"abscisic acid insensitive protein (ABI1)"
			mips_10_01_05_01
			mips_10_01_05_01_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_05
	at_At4g29150 -	mips_62_02_01_01	"hypothetical protein"
			mips_63_06
	at_At4g34470	mips_01_01_04	"Skp1p - like protein"
			mips_04_05_01_04_99
			mips_14_01_03
			mips_25_05_09
			mips_47_03_01
			mips_47_03_01_02
			mips_47_03_02
	at_At4g36080 -	mips_03_03_01_03	"ATM-like protein"
			mips_14_01_03
			mips_25_05_03
			mips_25_05_09
			mips_25_05_25
	at_At5g05450	mips_03	"ATP-dependent RNA helicase-like protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_01
			mips_04_01_04
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_07
			mips_40_10_07
			mips_40_10_99
			mips_40_16
			mips_63_03
			mips_63_03_03
			mips_63_19
	at_At5g18620 -	mips_03_01_09	"chromatin remodelling complex ATPase chain ISWI -like protein"
			mips_03_01_09_05
			mips_04_01
			mips_30_10_03
	at_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_At5g27680 -	mips_03_01_99	"unknown protein"
			mips_40_10
			mips_40_10_03
	at_At5g46390 -	mips_01_01	"carboxy-terminal proteinase D1-like protein"
			mips_06_01
			mips_06_07_11
			mips_20_25
			mips_20_25_01
			mips_20_25_01_01
			mips_30_26
			mips_30_26_03
			mips_63_21
			mips_63_21_99
	at_At5g53430 -	mips_03_01_09	"trithorax 5 (TX5)"
			mips_03_01_09_05
	at_At5g58720 -	mips_01_05_04	"putative PRL1 associated protein"
			mips_03_01_05_01
			mips_13_11_03
			mips_13_11_03_01
	at_At5g60990	mips_03_01_03	"replication protein A1 - like"
			mips_03_01_05
			mips_04_05_05
			mips_04_05_05_01
			mips_63_03_03
			mips_63_19_03
	Propertest Accuracy: 20/41 (48.78%)
	Propertest Frequency class 'mips_04_05': 453/4430 (10.23%)

	New (unknown) data (2885 items):
	at_At1g08620 -	no entry	null
	at_At1g10340 -	no entry	null
	at_At1g25160 -	no entry	null
	at_At1g26370 -	no entry	null
	at_At1g33390 -	no entry	null
	at_At1g66490 -	no entry	null
	at_At4g11000 -	no entry	null
	at_At5g41490 -	no entry	null
	at_At1g26760 -	no entry	null
	at_At1g30920 -	no entry	null
	at_At1g72850 -	no entry	null
	at_At2g12600 -	no entry	null
	at_At2g13140 -	no entry	null
	at_At3g09850 -	no entry	null
	at_At3g18930 -	no entry	null
	at_At4g17140 -	no entry	null
	at_At4g33880 -	no entry	null
	at_At5g06090 -	no entry	null
	at_At5g08730 -	no entry	null
	at_At5g17600 -	no entry	null
	at_At5g53060 -	no entry	null
	at_At1g25190 -	no entry	null
	at_At1g25210 -	no entry	null
	at_At1g70960 -	no entry	null


------------------
Rule 2713
	ipr_RNA-binding_region_RNP-1___RNA_recognition_motif_(_orf_0,_ipr_1),profscan(_orf_0,_profscan_id_2,_ipr_1) = 1
	profscan_ser_rich(_orf_0,_profscan_id_1),scanregexp(_orf_0,_scanregexp_id_2,_ipr_3) = 0
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5760 items):
	at_At1g07360	mips_04_05_05	"Unknown protein (At1g07360; F22G5.30)"
	at_At1g11650 -	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25
			mips_20_25_16_09
	at_At1g13690	mips_04_05_05_01	"AtE1 (atE1)"
	at_At1g13730 -	mips_10_01_05	"putative protein"
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At1g16610 -	mips_25_05_10	"arginine/serine-rich protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At1g18630 -	mips_04_09	"unknown protein"
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g22910	mips_01_03	"unknown protein (At1g22910)"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08
			mips_08_01
			mips_11
			mips_11_01
			mips_11_01_05
			mips_11_01_99
			mips_14
			mips_14_01
			mips_14_01_01
			mips_25
			mips_25_05
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
			mips_25_05_10
			mips_25_05_99
			mips_30
			mips_30_03
	at_At1g23860	mips_01_03_16	"9G8-like splicing factor / SRZ-21"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_33_03_99
	at_At1g27050 -	mips_67_50	"unknown protein"
			mips_67_50_25
	at_At1g27650	mips_04_05_05_01	"U2 snRNP auxiliary factor, putative"
			mips_04_05_05_01_10
	at_At1g30480	mips_04_05_01_04_03	"DNA damage repair protein, putative"
	at_At1g43190 -	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47500	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_05
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g49600 -	mips_01_03	"DNA binding protein ACBF, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At1g50300 -	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g51510 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g51520 -	mips_25_05_25	"unknown protein"
	at_At1g55310 -	mips_01_03_16	"Serine/arginine-rich protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g58470 -	mips_04_99	"putative protein"
	at_At1g60200 -	mips_63_06	""
	at_At1g60900	mips_04_05_05	"putative U2 snRNP auxiliary factor"
			mips_04_05_05_01
			mips_25_05_10
			mips_25_05_13
	at_At1g66260 -	mips_01_03_16	"RNA and export factor binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g69250 -	mips_10_01_05_05	"putative RNA-binding protein"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At1g76460	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_40_10_99
	at_At1g79880 -	mips_25_05_10	"putative RNA-binding protein"
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
	at_At2g03640 -	mips_06_04	"unknown protein"
			mips_08
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At2g14160 -	mips_14	"putative glycine-rich RNA-binding protein"
			mips_14_10
			mips_14_10_02
			mips_40
			mips_63
			mips_63_03
			mips_99
	at_At2g14550 -	mips_01_03_16	"putative spliceosome associated protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g14870 -	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At2g16260 -	mips_01_03	"putative glycine-rich RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_05_07
			mips_05_99
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g16940 -	mips_01_03_16	"splicing factor like protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At2g22100 -	mips_14_10	"putative RNA-binding 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_At2g28530	mips_04_05_01_04_03	"putative RING zinc finger transcription negative regulator protein"
			mips_05_07
			mips_05_99
			mips_14_04_03
			mips_14_04_03_03
			mips_25_05_25
	at_At2g29580	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At2g30260	mips_03_01	"putative small nuclear ribonucleoprotein U2B"
			mips_03_01_05
			mips_03_03
			mips_03_03_02
			mips_04_05_05
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_62_01_07
			mips_62_02
			mips_62_02_01
	at_At2g37510 -	mips_40_25	"putative RNA-binding protein"
	at_At2g42890 -	mips_01_03_16	"MEI2-like protein (MEI2)"
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_07
			mips_04_09
	at_At2g43410	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
	at_At2g44710 -	mips_01_03	"putative heterogeneous nuclear ribonucleoprotein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g46610 -	mips_01_03	"putative arginine/serine-rich splicing factor"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47310 -	mips_01_03	"putative FCA-related protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07240 -	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g07250	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_06
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01_01
			mips_25_05
			mips_25_05_03
			mips_25_05_04
			mips_25_05_05
			mips_25_05_07
			mips_25_05_09
			mips_25_05_10
			mips_25_05_99
			mips_30
			mips_30_03
	at_At3g08000	mips_04_05_05	"putative RNA-binding protein"
			mips_14_10
			mips_14_10_02
	at_At3g10400 -	mips_25_05_13	"hypothetical protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
	at_At3g11400 -	mips_01_03	"putative eukaryotic translation initiation factor 3 subunit"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g14450 -	mips_01_03	"RNA-binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At3g16380	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_04
			mips_04_05_05
			mips_20_25_16_09
			mips_40_10
	at_At3g19090 -	mips_43	"RNA-binding protein, putative"
			mips_43_03
			mips_43_03_09
			mips_43_03_09_01
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_17
			mips_62_01
			mips_62_01_05
			mips_63_03_03
	at_At3g19130 -	mips_01_03_16	"nuclear acid binding protein, putative"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20930 -	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25
			mips_20_25_16_09
			mips_40_26
			mips_40_26_03
	at_At3g45630	mips_04_05_01_04_03	"putative protein"
			mips_14_04_03_03
	at_At3g47120 -	mips_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g50670	mips_01_03_16	"U1 snRNP 70K protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05_01
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At3g54230	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g61860	mips_01_03	"ARGININE/SERINE-RICH SPLICING FACTOR RSP31"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_01
			mips_05
			mips_13_11
			mips_13_11_11
			mips_20
			mips_20_25
			mips_63_03_03
	at_At3g63450 -	mips_25_05_25	"putative protein"
	at_At4g00830 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
			mips_08_01
			mips_11_01_05
	at_At4g03110	mips_04_05	"putative ribonucleoprotein"
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63_03
			mips_63_03_03
	at_At4g10110	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_40_10_99
			mips_63_03_03
	at_At4g12630	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_99
			mips_20_25
			mips_40_10_99
	at_At4g16290	mips_04_05_05	"FCA delta protein"
	at_At4g18120	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_03_03_02
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
	at_At4g24270	mips_04_05_05_01	"unknown protein"
			mips_04_05_05_05
			mips_04_05_99
			mips_63_03_03
	at_At4g25500	mips_01_03_16	"splicing factor At-SRp40"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16_09
	at_At4g26650 -	mips_01_03_16	"hnRNP-like protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16
			mips_20_25_16_09
	at_At4g27000 -	mips_01_03_16	"putative DNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g31580	mips_04_05_05_01	"splicing factor 9G8-like SR protein / SRZ-22"
			mips_04_05_05_01_10
			mips_20_25_16
			mips_63_03_03
	at_At4g34110	mips_01_03_16	"poly(A)-binding protein"
			mips_01_03_16_01
			mips_04_05_05
			mips_05_07
			mips_05_99
			mips_20_25_16_09
	at_At4g36690	mips_04_05_05_01	"splicing factor like protein"
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_63_03_03
	at_At4g39260	mips_04	"glycine-rich protein (clone AtGRP8)"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_05
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_98
			mips_99
	at_At5g06000 -	mips_05_04_01	"eukaryotic translation initiation factor 3 subunit-like protein"
	at_At5g07290 -	mips_01_03_16	"Mei2-like protein"
			mips_01_03_16_01
			mips_03_03_02
			mips_20_25_16_09
	at_At5g07930 -	mips_03_03_02	"putative protein"
	at_At5g08700 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g10350	mips_04_05_05_05	"RNA binding protein - like"
			mips_04_05_05_11
			mips_04_07
			mips_08_01
			mips_13_05
	at_At5g10800 -	mips_20	"putative protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At5g16260	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_20_25
			mips_20_25_16_09
	at_At5g16840 -	mips_40_10_07	"unknown protein"
	at_At5g18810	mips_04_05_05	"Serine/arginine rich protein - like"
			mips_14_10
			mips_14_10_02
	at_At5g24440	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g37720	mips_01	"putative protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At5g42820	mips_04_05_05	"U2 snRNP auxiliary factor, small subunit"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_99
	at_At5g44200	mips_04_05_05	"nuclear cap-binding protein; CBP20 (gb|AAD29697.1)"
			mips_05_04
			mips_05_04_01
			mips_63_03_03
	at_At5g48650 -	mips_10_01_05_05	"RNA-binding protein-like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At5g50250	mips_04_05_05	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
	at_At5g52040	mips_01_03_16	"arginine/serine-rich splicing factor RSP41 homolog"
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g55550 -	mips_01_03_16	"RNA-binding protein-like"
			mips_01_03_16_01
			mips_04_99
			mips_20_25
			mips_20_25_16_09
	at_At5g58470 -	mips_40_10_03	"RNA/ssDNA-binding protein - like"
	at_At5g59860	mips_04_05	"RNA-binding protein - like"
			mips_04_05_05
			mips_04_05_05_05
			mips_40_03
			mips_40_10_99
			mips_63_03
	at_At5g61030	mips_04_01	"RNA-binding protein - like"
			mips_04_01_04
			mips_04_05_05
			mips_14_10
			mips_14_10_02
			mips_40_10_99
	at_At5g66010 -	mips_25_05_13	"putative protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_63_03_03
	Training Accuracy: 42/92 (45.65%)
	Training Frequency class 'mips_04_05': 607/5760 (10.54%)

	Evaluation on validation data (2885 items):
	at_At1g02840 -	mips_01_03_16	"ribonucleoprotein SF-2 like protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g06960	mips_04_05_05	"putative protein"
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_05_07
			mips_05_99
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03_03
	at_At1g09140	mips_04	"putative SF2/ASF splicing modulator, Srp30"
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
			mips_40_03
			mips_63
			mips_63_03
	at_At1g09230 -	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g10320	mips_04_05_05_01	"unknown 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_At1g29400	mips_03_03	"putative RNA-binding protein MEI2 (At1g29400)"
			mips_03_03_02
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At1g34140 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g47490 -	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_14_10
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At1g49760 -	mips_01_03_16	"Putative Poly-A Binding Protein (F14J22.3)"
			mips_01_03_16_01
			mips_05_07
			mips_05_99
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53650 -	mips_01	"RNA-binding protein, putative"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At1g71770 -	mips_01_03_16	"polyadenylate-binding protein 5"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g71800	mips_01_03_16	"cleavage stimulation factor, putative"
			mips_01_03_16_01
			mips_04_05_05
			mips_13
			mips_13_11
			mips_20_25_16_09
	at_At1g73490 -	mips_01_03_16	""
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g73520 -	mips_40_25	""
	at_At1g78260 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At2g19380	mips_01_03	"putative RNA-binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
	at_At2g24350 -	mips_20_25_16	"putative poly(A) binding protein"
	at_At2g36660	mips_01_03	"putative poly(A) binding protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
			mips_25_05_03
			mips_25_05_04
	at_At2g46780	mips_04_05_05	"putative RNA-binding protein"
			mips_04_09
			mips_04_99
			mips_40_10_99
	at_At3g06970 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g12640 -	mips_25_05_13	"hypothetical protein"
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g13570 -	mips_25_05_10	"serine/arginine-rich protein, putative"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
	at_At3g13700 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_63_03
	at_At3g23830 -	mips_14_10	"glycine-rich RNA binding protein, putative"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At3g27700 -	mips_25_05_15	"unknown protein"
			mips_35
			mips_35_03
			mips_35_03_12
			mips_63_07
	at_At3g48840 -	mips_01_03_16	"hypothetical protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At3g49430	mips_04_05_05	"PRE-MRNA SPLICING FACTOR SF2-like protein"
			mips_14_10_02
	at_At3g53460	mips_04_05_05	"RNA-binding protein cp29 protein"
			mips_25_05_10
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g55460 -	mips_14_10	"putative RNA binding protein"
			mips_14_10_02
	at_At4g09050 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_04_99
			mips_20_25_16_09
	at_At4g13860	mips_04_05_05	"RNA-binding protein like"
			mips_04_05_05_05
			mips_11_01
			mips_13_11
			mips_25_05_25
			mips_40_10_99
			mips_40_26
			mips_40_26_03
	at_At5g05720 -	mips_14_10	"putative protein"
			mips_14_10_02
	at_At5g06210 -	mips_40_25	"unknown protein"
	at_At5g19030	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g28390	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g46840 -	mips_40_25	"unknown protein"
			mips_40_26
			mips_40_26_03
	at_At5g47620 -	mips_04_99	"RNA-binding protein-like"
			mips_05_07
			mips_05_99
			mips_25_05_25
	at_At5g53180	mips_04_05_05	"polypyrimidine tract-binding RNA transport protein-like"
	at_At5g54580 -	mips_14_10	"unknown protein"
			mips_14_10_02
			mips_20_25_16
			mips_40_25
	at_At5g59950	mips_04_03	"transcriptional coactivator - like protein"
			mips_04_03_03
			mips_04_05_01_01
	at_At5g61960	mips_03_03	"Mei2-like protein"
			mips_03_03_02
			mips_04_05_05
	at_At5g65260	mips_04_05_05	"poly(A)-binding protein II-like"
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_04_07
			mips_08_01
			mips_13_05
	Validation Accuracy: 18/43 (41.86%)
	Validation Frequency class 'mips_04_05': 314/2885 (10.88%)

	Evaluation on propertest data (4430 items):
	at_At1g03460 -	mips_05_07	"putative ribonucleoprotein"
			mips_05_99
			mips_63_03_03
	at_At1g13190	mips_01	"Unknown protein (At1g13190; F3F19.21)"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40
			mips_40_03
			mips_63
			mips_63_03
	at_At1g17370 -	mips_01_03	"oligouridylate binding protein, putative"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g20880 -	mips_01_03	"At1g20880/F9H16_14"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g21570 -	mips_01_03_16	"glycine-rich RNA-binding protein grp1a, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g22330 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g32790 -	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g33470 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g45100 -	mips_01_03_16	"similar to poly(A)-binding protein gb|AAC25510.1"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At1g53720 -	mips_05	"hypothetical protein"
			mips_06_01
			mips_06_04
			mips_11_01
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_43
			mips_43_03
			mips_43_03_09
			mips_62
			mips_62_01
			mips_62_01_01
			mips_63_13
	at_At1g54080 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g60000 -	mips_25_05_13	"unknown protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_40_10
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At1g60650	mips_04_05_01	"putative RNA-binding protein"
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_33_03_99
			mips_63_01
			mips_63_03
			mips_63_03_03
	at_At1g67770	mips_01_03	"terminal ear1-like protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At1g74230 -	mips_25_05_13	"putative RNA-binding protein"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At2g05160	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05
			mips_05_07
			mips_05_99
	at_At2g18510	mips_04_05	"putative spliceosome associated protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_05
			mips_14
			mips_20
			mips_14_10
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_03
			mips_40_25
			mips_63_03
	at_At2g21660 -	mips_01_03_16	"glycine-rich RNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g21690 -	mips_01_03_16	"putative glycine-rich RNA binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
			mips_40_25
	at_At2g23350 -	mips_01_03_16	"putative poly(A) binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g24590	mips_04_05_05	"putative RSZp22 splicing factor"
			mips_05_07
	at_At2g27330	mips_01_03	"unknown protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
			mips_05_07
			mips_05_99
			mips_06_10
			mips_08_01
			mips_11_01_05
			mips_11_01_99
			mips_14_01
			mips_14_01_01
	at_At2g33410 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_07
			mips_04_09
			mips_05_04_01
	at_At2g37340	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_25_05_25
			mips_33
			mips_33_03
			mips_33_03_99
			mips_63_03_03
	at_At2g41060 -	mips_01_03_16	"putative RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At2g42240	mips_04_05_05	"putative RNA-binding protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_04_05_05_05
			mips_06_10
			mips_40_10_99
			mips_63_03_03
	at_At2g43370	mips_01_03	"putative U1 small nuclear ribonucleoprotein 70 kDa"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At2g47580 -	mips_05_07	"small nuclear ribonucleoprotein U1A"
			mips_05_99
	at_At3g07810 -	mips_01_03_99	"putative RNA-binding protein"
			mips_03_03_02
			mips_04_99
	at_At3g09160	mips_04_05_05	"putative RNA-binding protein"
			mips_05_07
			mips_05_99
	at_At3g14100	mips_04_05_05	"oligouridylate binding protein, putative"
	at_At3g15010 -	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_13_11
			mips_20_25_16
			mips_20_25_16_09
	at_At3g20890 -	mips_25_05_10	"unknown protein"
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
	at_At3g25150 -	mips_06_04	"RNA binding like protein"
			mips_08
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At3g26120 -	mips_01_03_16	"RNA-binding protein, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At3g48830	mips_04_03	"putative protein"
			mips_04_03_06
			mips_04_05_05
			mips_04_05_05_05
	at_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_At3g51950	mips_04_05_05	"unknown protein"
			mips_05_04
	at_At3g52380 -	mips_01	"RNA-binding protein cp33 precursor"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_04
			mips_05
			mips_05_04
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
			mips_40_03
			mips_40_26
			mips_40_26_03
			mips_63
			mips_63_03
	at_At3g52660	mips_01_03_16	"putative RNA binding protein"
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
	at_At3g53500	mips_01	"splicing factor - like protein"
			mips_01_03
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_05
			mips_04_05_05_01
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_40_03
			mips_63
			mips_63_03
	at_At3g54770	mips_04_05_05	"RNA binding protein - like"
			mips_04_09
			mips_40_10_99
	at_At3g56860 -	mips_01_03_16	"unknown protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g02430	mips_01_03_16	""
			mips_01_03_16_01
			mips_04_05_05_01
			mips_20_25_16
			mips_20_25_16_09
	at_At4g09040	mips_04_05_05	"putative protein"
			mips_04_09
			mips_05_07
			mips_05_99
			mips_25_05
	at_At4g10610 -	mips_01_03_16	"RNA-binding protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At4g13850 -	mips_14_10	"glycine-rich RNA-binding protein AtGRP2 - like"
			mips_14_10_02
			mips_20_25
			mips_20_25_16
			mips_40_25
	at_At4g14300	mips_04_05_05	"ribonucleoprotein like protein"
			mips_04_09
			mips_25_05
			mips_30
			mips_30_10_03
			mips_40_10_99
	at_At4g16300 -	mips_25_05_10	"FCA alpha and beta protein"
	at_At4g20030	mips_01_03	"putative protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_04_05_05_05
			mips_05_04
			mips_40_10_99
	at_At4g32720	mips_01_03	"putative RNA-binding protein LAH1"
			mips_01_03_16
			mips_01_03_16_01
			mips_01_03_99
			mips_04_05_05
			mips_04_07
			mips_04_09
			mips_05_04
			mips_05_04_01
	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_At5g02530	mips_04_05_01_01	"putative protein"
			mips_04_05_05
	at_At5g03480 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16
			mips_20_25_16_09
	at_At5g04210	mips_04_05_05	"RNA binding protein - like"
			mips_04_05_05_05
	at_At5g04280	mips_04_05_05	"RNA-binding protein-like"
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
	at_At5g04810	mips_04_05_99	"membrane-associated salt-inducible protein-like"
	at_At5g09880	mips_04_05_05	"splicing factor-like protein"
			mips_04_05_05_01
	at_At5g19350	mips_01_03	"DNA binding protein ACBF - like"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_20_25
			mips_20_25_16
			mips_20_25_16_09
	at_At5g19960 -	mips_06	"glycine-rich RNA-binding protein - like"
			mips_13
			mips_13_05
			mips_25_05
			mips_25_05_15
			mips_35_03_12
			mips_40_04
			mips_63_01
			mips_63_19
	at_At5g25780 -	mips_14_04_03_05	"PRT1"
			mips_20_25
			mips_20_25_01
			mips_20_25_01_03
	at_At5g28330 -	mips_04_07	"putative protein"
			mips_04_09
	at_At5g43960 -	mips_10_01_05_05	"putative protein"
			mips_10_01_05_05_01
	at_At5g46250	mips_04_03	"unknown protein"
			mips_04_05_05
			mips_04_05_05_99
			mips_04_99
			mips_63_03_03
	at_At5g47320 -	mips_25_05_13	"40S ribosomal protein S19"
			mips_33
			mips_33_03
			mips_33_03_11
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_37
			mips_37_03
			mips_37_03_01
			mips_37_03_01_01
			mips_37_03_01_01_01
			mips_43
			mips_43_03
			mips_43_03_11
			mips_43_03_13
			mips_45
			mips_45_03
			mips_45_03_17
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_63_03_03
	at_At5g51120	mips_04_05_99	"putative polyA-binding protein II"
	at_At5g51300	mips_04_05_05	"putative protein"
			mips_04_05_05_01
	at_At5g53680 -	mips_05_07	"putative protein"
			mips_05_99
	at_At5g53720	mips_04_05_05	"putative protein"
			mips_04_09
	at_At5g55670	mips_04_05	"unknown protein"
			mips_04_05_05
			mips_04_05_05_01
			mips_11
			mips_11_01
			mips_13
			mips_13_11
			mips_25
			mips_25_05
			mips_25_05_25
			mips_35
			mips_35_03
			mips_35_03_15
			mips_40_10_99
			mips_63_01
			mips_63_03
	at_At5g58790 -	mips_01_03_16	"putative protein"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At5g60170	mips_04_05	"putative protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_14
			mips_14_04
			mips_14_04_03
			mips_14_04_03_03
			mips_25
			mips_63_03
	at_At5g60980 -	mips_10_01_05_05	"ras-GTPase-activating protein SH3-domain binding protein - like"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	Propertest Accuracy: 35/73 (47.95%)
	Propertest Frequency class 'mips_04_05': 453/4430 (10.23%)

	New (unknown) data (2885 items):
	at_At1g17640 -	no entry	null
	at_At1g60830 -	no entry	null
	at_At2g21440 -	no entry	null
	at_At3g52980 -	no entry	null
	at_At4g16280 -	no entry	null
	at_At4g19610 -	no entry	null
	at_At5g12190 -	no entry	null
	at_At5g46870 -	no entry	null
	at_At1g31600 -	no entry	null
	at_At1g70200 -	no entry	null
	at_At3g15605 -	no entry	null
	at_At3g21100 -	no entry	null
	at_At3g23370 -	no entry	null
	at_At3g23900 -	no entry	null
	at_At3g26420 -	no entry	null
	at_At3g46020 -	no entry	null
	at_At3g52150 -	no entry	null
	at_At4g17720 -	no entry	null
	at_At5g04600 -	no entry	null
	at_At5g11470 -	no entry	null
	at_At5g41690 -	no entry	null
	at_At5g54900 -	no entry	null
	at_At5g58130 -	no entry	null
	at_At1g14340 -	no entry	null
	at_At3g55340 -	no entry	null
	at_At4g12640 -	no entry	null
	at_At5g25060 -	no entry	null


------------------
Rule 267
	profscan_gly_rich(_orf_0,_profscan_id_1),seg(_orf_0) = 0
	profscan_zf_ring_2(_orf_0,_profscan_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3) = 0
	profscan_ser_rich(_orf_0,_profscan_id_1),hmmsmart(_orf_0,_hmmsmart_id_2,_ipr_3) = 0
	hmmpfam_f_box(_orf_0,_hmmpfam_id_1),seg(_orf_0) = 0
	profscan_glu_rich(_orf_0,_profscan_id_1),profscan(_orf_0,_profscan_id_1,_ipr_2),seg(_orf_0),coil(_orf_0) = 0
	ipr_G-protein_beta_WD-40_repeat(_orf_0,_ipr_1) = 0
	profscan_lys_rich(_orf_0,_profscan_id_1),seg(_orf_0) = 0
	profscan_pro_rich(_orf_0,_profscan_id_1),profscan(_orf_0,_profscan_id_2,_ipr_3),seg(_orf_0) = 0
	profscan(_orf_0,_profscan_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),scanregexp(_orf_0,_scanregexp_id_3,_ipr_2),hmmsmart(_orf_0,_hmmsmart_id_4,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_5,_ipr_2) = 0
	blastprodom(_orf_0,_blastprodom_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2),seg(_orf_0) = 0
	scanregexp(_orf_0,_scanregexp_id_1,_ipr_2),seg(_orf_0) = 0
	hmmsmart(_orf_0,_hmmsmart_id_1,_ipr_2),hmmpfam(_orf_0,_hmmpfam_id_3,_ipr_2) = 1
	hmmtigr(_orf_0,_hmmtigr_id_1,_ipr_2) = 0
	fprintscan(_orf_0,_fprintscan_id_1,_ipr_2) = 0
	->  class mips_04_05 "mRNA transcription"

	Evaluation on training data (5760 items):
	at_At1g02670 -	mips_03_01_99	"hypothetical protein"
			mips_40_10_03
	at_At1g03050 -	mips_08_19	"putative protein destination factor"
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_63_07
	at_At1g03330	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_30_10
			mips_30_10_07
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At1g04540 -	mips_01_03_01	"hypothetical protein"
			mips_01_03_04
	at_At1g04970 -	mips_01_02	"unknown protein"
			mips_01_06
			mips_11_01
			mips_11_05
			mips_13_11
			mips_20
			mips_20_25
			mips_20_25_16
			mips_20_25_16_01
			mips_20_25_16_01_07
			mips_40_02
			mips_40_27
			mips_63_05
			mips_63_09
			mips_67_13
	at_At1g08670 -	mips_06_04	"putative protein"
			mips_08
			mips_08_07
			mips_08_07_22
			mips_08_07_22_01
			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
			mips_33_03
			mips_33_03_11
			mips_40_08
			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_At1g13180 -	mips_13_05	"actin-like protein"
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At1g14330 -	mips_30	"hypothetical protein"
			mips_30_04
			mips_40_04
			mips_63_01
			mips_63_07
	at_At1g14910 -	mips_05	"unknown protein"
			mips_06_04
			mips_06_10
			mips_08
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_14_01
			mips_40_02
			mips_40_04
			mips_40_09
			mips_63_07
	at_At1g15670 -	mips_25_05_25	"putative protein"
			mips_30_04
	at_At1g18560 -	mips_29_03	"hypothetical protein"
			mips_29_99
			mips_40_10_03
	at_At1g19120	mips_04_05_05_01	"unknown protein"
			mips_04_05_05_03
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_40_10_07
			mips_62_01_07
	at_At1g19740 -	mips_06	"unknown protein"
			mips_06_13
	at_At1g20910 -	mips_20_25	"hypothetical protein"
			mips_20_25_16
			mips_40_27
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_63_03_01
	at_At1g21190	mips_04_05_05_01	"putative protein"
			mips_40_10_07
	at_At1g27750 -	mips_08_07	"hypothetical protein"
			mips_40_09
	at_At1g28200 -	mips_20_20	"FH protein interacting protein FIP1"
			mips_20_20_18
	at_At1g29570 -	mips_10_01_05_05	"zinc finger protein, putative"
			mips_10_01_05_05_01
			mips_62_02_01_01
			mips_62_02_01_01_01
	at_At1g30810 -	mips_63_03_01	"similar to Human XE169 protein"
	at_At1g32880 -	mips_06_04	"hypothetical protein"
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At1g33340 -	mips_08_19	"unknown protein"
			mips_13_03
			mips_13_03_01
			mips_40_09
			mips_63_07
	at_At1g42110 -	mips_29_02	"hypothetical protein"
			mips_29_03
			mips_40_10
	at_At1g44120 -	mips_06_10	"hypothetical protein"
			mips_08_01
	at_At1g48050 -	mips_03_01	"Ku80-like protein"
			mips_03_01_05
			mips_03_01_05_03
			mips_03_01_05_03_03
			mips_11_01_09
	at_At1g48310 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_99
			mips_14
			mips_14_04
			mips_25
			mips_40_10_03
			mips_63_03
			mips_63_17
			mips_63_17_09
			mips_63_19
	at_At1g49780 -	mips_08_01	"hypothetical protein"
			mips_40_10_05
	at_At1g54250	mips_04_01	"RNA polymerase I, II and III 16.5 kDa subunit"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
			mips_40_10_99
			mips_63_17_09
	at_At1g55900	mips_03_03_02	"unknown protein (At1g55900)"
			mips_04_05_01_01
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_05
	at_At1g56030 -	mips_08	"hypothetical protein"
			mips_08_07
			mips_08_16
			mips_08_22
			mips_14_04_03
			mips_14_04_03_01
			mips_30_25
			mips_40_02
			mips_40_04
			mips_48
			mips_63_17
			mips_63_17_09
	at_At1g61980	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g62150	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g62410 -	mips_03_01_01	"hypothetical protein"
			mips_13_11_03
			mips_14_10
			mips_25_01
			mips_25_01_01
	at_At1g65220	mips_03_03_01_01	"unknown protein"
			mips_03_03_01_01_03
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_03
	at_At1g65700	mips_04_05_05_01	"small nuclear ribonucleoprotein, putative"
			mips_40_10_07
	at_At1g67320 -	mips_03_01	"unknown protein"
			mips_03_01_03
			mips_14_01
			mips_14_01_03
			mips_25_05_09
			mips_30_10
			mips_40_10_99
	at_At1g68110 -	mips_08_19	"putative protein"
			mips_40_09
	at_At1g68940 -	mips_06_10	"hypothetical protein"
			mips_08_01
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At1g73890 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67
			mips_67_13
	at_At1g74120	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At1g75010 -	mips_10_01_09	"hypothetical protein"
			mips_30_02
			mips_30_07
	at_At1g76300	mips_04	"putative small nuclear ribonucleoprotein Sm D3"
			mips_04_05
			mips_04_05_05
			mips_04_05_05_01
			mips_40
			mips_40_10
			mips_40_10_07
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
	at_At1g79220	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At1g80070	mips_03	"hypothetical protein"
			mips_03_03
			mips_03_03_01
			mips_04
			mips_04_05_05
			mips_04_05_05_01
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
	at_At2g01810 -	mips_04_99	"hypothetical protein"
			mips_14_01_01
			mips_14_01_05
			mips_45_03_15
			mips_63_17_09
	at_At2g02290	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_05
	at_At2g04930	mips_04_05_01_01	"hypothetical protein"
			mips_04_05_01_04_01
			mips_06_07_03
	at_At2g05330 -	mips_63_07	"hypothetical protein"
	at_At2g13540	mips_04_05_05	"nuclear cap-binding protein CBP80"
			mips_04_05_05_01
			mips_04_07
			mips_04_09
			mips_05
			mips_05_04
			mips_05_04_01
			mips_08
			mips_14_01
			mips_14_01_03
			mips_20
			mips_40_10_99
	at_At2g14690 -	mips_40_01	"1,4-beta-xylan endohydrolase"
	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_At2g16480	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_04_05_01_04_99
			mips_30_10
			mips_30_10_03
	at_At2g21710	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At2g23930	mips_04_05_05	"putative small nuclear ribonucleoprotein E"
			mips_04_05_05_01
			mips_40_10_07
	at_At2g24540 -	mips_11_01_01	"unknown protein"
			mips_11_01_09
	at_At2g24730 -	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.2)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_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_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_At2g27130 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At2g29100 -	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.9)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
	at_At2g29110 -	mips_10_05_02	"putative ligand-gated ion channel protein (AtGLR2.8)"
			mips_10_05_02_30
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g30350 -	mips_03	"hypothetical protein"
			mips_03_01
			mips_03_01_05
			mips_03_01_05_01
			mips_08
			mips_14
			mips_14_04
			mips_25
			mips_25_05
			mips_40
			mips_40_16
			mips_63
			mips_63_03
			mips_67
			mips_99
	at_At2g34620	mips_04	"hypothetical protein"
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_30
			mips_30_16
			mips_40
			mips_40_16
	at_At2g34880	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_01
			mips_63_03
	at_At2g34970 -	mips_01_01	"putative translation initiation factor eIF-2B epsilon subunit"
			mips_02
			mips_01_05
			mips_01_05_01
			mips_01_05_01_03
			mips_01_07
			mips_01_07_01
			mips_05
			mips_05_04
			mips_40_03
	at_At2g35930 -	mips_40_10_05	"unknown protein"
	at_At2g36190 -	mips_01_05_01_01_01	"beta-fructofuranosidase like protein (invertase)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At2g40600 -	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_10_01_05
			mips_10_01_05_05
			mips_30
			mips_30_10_03
	at_At2g41050 -	mips_01_01_07	"unknown protein"
			mips_40_25
			mips_67_10
	at_At2g43160 -	mips_08_07_22	"putative clathrin binding protein (epsin)"
			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_At2g48100	mips_01	"putative exonuclease"
			mips_01_03
			mips_01_03_16
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_03_03
			mips_98
	at_At3g07360 -	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g07520 -	mips_10_05_02	"unknown protein (AtGLR1.4)"
			mips_10_05_02_30
			mips_33_03_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At3g07920 -	mips_05_01	"putative eukaryotic translation initiation factor 2 beta subunit (EIF-2-BETA)"
			mips_05_01_01
			mips_05_04_01
			mips_05_07
			mips_62_01
			mips_62_01_07
			mips_62_01_99
			mips_62_02_03
			mips_63_03_03
	at_At3g10010 -	mips_03_01_05_01	"hypothetical protein"
			mips_03_01_05_01_01
			mips_11_01_01
			mips_11_01_09
			mips_63_03_01
	at_At3g11840 -	mips_13_07	"hypothetical protein"
	at_At3g12810	mips_03_01_09	"Snf2-related CBP activator protein, putative"
			mips_03_01_99
			mips_04_05_01_01
	at_At3g13210	mips_03_03	"crn-like protein"
			mips_03_03_01
			mips_04_05_05
			mips_04_05_05_01
			mips_40_10_99
	at_At3g13784 -	mips_01_05_01_01	"beta-fructofuranosidase, putative"
			mips_01_05_01_01_01
			mips_01_05_01_03_02
			mips_40_27
	at_At3g13790 -	mips_01_05_01_01_01	"putative beta-fructofuranosidase 1"
			mips_01_05_01_03_02
			mips_40_27
	at_At3g14080	mips_04_05_05	"Sm protein, putative"
			mips_04_05_05_01
			mips_04_05_05_03
			mips_04_05_05_05
			mips_04_05_05_11
			mips_04_05_99
			mips_40_10_07
	at_At3g15080 -	mips_01_03_16	"exonuclease, putative"
			mips_63_03_01
			mips_63_03_03
	at_At3g15330	mips_03_03	"hypothetical protein"
			mips_03_03_02
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_06_07
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_05
			mips_30_10
			mips_40_07
	at_At3g16400 -	mips_25_05_25	"putative jasmonate inducible protein"
			mips_63_07
	at_At3g16980	mips_01_03	"RNA Polymerase II subunit 14.5 kD, putative"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04_05_01_01
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_62_02
			mips_62_02_01
			mips_63_03_01
			mips_63_17
			mips_63_17_09
			mips_63_19_99
	at_At3g17380 -	mips_14_04	"unknown protein"
			mips_25_05
	at_At3g17550	mips_04_05_01_01	"hypothetical protein"
			mips_04_05_01_04_01
			mips_06_07_03
	at_At3g19080	mips_03_01_09	"hypothetical protein"
			mips_03_01_09_05
			mips_04_05_01_04_99
	at_At3g19380 -	mips_05	"hypothetical protein"
			mips_06_04
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At3g19770 -	mips_08_07	"unknown protein"
			mips_08_07_22
			mips_08_13
			mips_10_01_05_05
			mips_10_01_05_05_01
	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_At3g25940 -	mips_04_01	"hypothetical protein"
			mips_04_01_01
	at_At3g27910 -	mips_30_04	"hypothetical protein"
	at_At3g33520 -	mips_13_05	"actin like protein"
			mips_30_04
			mips_30_04_03
			mips_63_06
			mips_63_07
	at_At3g46540 -	mips_08_07	"unknown 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_05
			mips_14_01_05_01
			mips_30_08
			mips_33
			mips_33_03
			mips_33_03_11
			mips_40_08
			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_At3g48600	mips_03	"putative protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10_99
			mips_63_01
			mips_63_03
	at_At3g50090	mips_01	"putative protein"
			mips_01_03
			mips_01_03_16
			mips_03
			mips_04
			mips_04_05
			mips_04_05_05
			mips_05
			mips_05_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_99
	at_At3g50100	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_01_03_16_01
			mips_04_05_05
			mips_05_04
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_03_01
			mips_63_03_03
	at_At3g51780 -	mips_06_01	"unknown protein"
			mips_06_13_01
	at_At3g52050 -	mips_01_03_16	"putative protein"
			mips_01_03_16_03
			mips_40_37
	at_At3g52450 -	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
	at_At3g55960	mips_04_05_01_01	"unknown protein"
			mips_06_07_03
	at_At3g57300	mips_03_01_09	"helicase-like protein"
			mips_03_01_09_05
			mips_04_05_01_01
	at_At3g59600	mips_04_01	"putative protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01_01
	at_At3g59810	mips_04_05_05	"U6 snRNA-associated Sm-like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
	at_At3g62840	mips_04_05_05	"small nuclear ribonucleoprotein-like protein"
			mips_04_05_05_01
			mips_06_10
			mips_40_10_07
			mips_62_01_07
			mips_62_02
			mips_62_02_01
	at_At4g02650 -	mips_06_10	"predicted protein destination factor"
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_14_01
			mips_40_09
			mips_63_07
	at_At4g03430	mips_04_05_05	"putative pre-mRNA splicing factor"
			mips_04_05_05_01
			mips_40_10_99
	at_At4g04260 -	mips_03_01_09	"putative ES43-like protein"
			mips_03_01_09_05
			mips_30_10_03
	at_At4g07950	mips_01_03	"putative DNA-directed RNA polymerase subunit"
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04_01
			mips_04_01_01
			mips_04_05_01_01
			mips_40_10_99
			mips_63_03_01
			mips_63_17_09
	at_At4g11400	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
			mips_63_03_01
			mips_98
	at_At4g13870 -	mips_04_01	"putative protein"
			mips_04_01_04
			mips_14_20
			mips_40_10_07
	at_At4g14600	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At4g18300 -	mips_01_07_01	"initiation factor-2Bepsilon-like protein"
	at_At4g19650	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At4g19750 -	mips_11_05_03	"chitinase - like protein"
			mips_11_07
			mips_11_07_03
			mips_11_10
			mips_11_10_07
			mips_30_01
			mips_40_27
			mips_63_13
			mips_63_13_01
	at_At4g19760 -	mips_63_13	"chitinase - like protein"
			mips_63_13_99
	at_At4g19810 -	mips_11_05_03	"putative chitinase"
	at_At4g20340	mips_04_05_01_01	"putative protein"
			mips_63_03_01
	at_At4g21430 -	mips_25_03	"putative protein"
			mips_40_26
			mips_40_26_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At4g22610 -	mips_30_01	"unknown protein"
	at_At4g24290 -	mips_11_05	"putative protein"
			mips_11_05_01
			mips_11_05_05
			mips_11_05_05_01
			mips_13
			mips_13_11
			mips_20_25_16_01
			mips_20_25_16_01_01
			mips_40
			mips_45_03_05
			mips_45_03_05_09
			mips_63_13
			mips_63_13_99
			mips_67
			mips_67_01
	at_At4g25380	mips_04_05_01_01	"putative protein"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_04_05_99
			mips_04_99
	at_At4g26000 -	mips_04_99	"putative nucleic acid binding protein"
			mips_14_10_02_03
			mips_14_10_02_03_02
	at_At4g26810 -	mips_03_01_09	"putative protein"
			mips_03_01_09_05
			mips_30_10
			mips_30_10_03
	at_At4g30680 -	mips_03	"translation initiation factor-like protein"
			mips_03_03
			mips_03_03_01
			mips_40
	at_At4g31710 -	mips_08	"putative protein (AtGLR2.4)"
			mips_10
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35
			mips_35_03
			mips_35_03_17
			mips_40
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
			mips_99
	at_At4g31890 -	mips_08_01	"putative protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At4g33820 -	mips_40_01	"putative protein"
	at_At4g34290	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04
			mips_04_05_01_04_99
			mips_30
			mips_30_10_03
			mips_40_10
			mips_63_01
	at_At4g36850 -	mips_01_01_07	"unknown protein"
			mips_01_01_10_05
			mips_01_01_10_05_02
			mips_08_07_22
			mips_30_25
			mips_40_25
			mips_63_11
			mips_67_10
	at_At4g39810 -	mips_03_01_03_01	"hypothetical protein"
			mips_03_01_03_05
			mips_03_01_05_01
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_40_37
	at_At4g40080 -	mips_05	"unknown protein"
			mips_06_04
			mips_06_10
			mips_08
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_40_09
	at_At5g03070 -	mips_08_01	"importin alpha - like protein"
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g06510	mips_04_05	"transcription factor-like protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_63_03
	at_At5g07650	mips_04_05_01_04_01	"putative protein"
	at_At5g07740 -	mips_25_05_25	"putative protein"
			mips_40_04_03
	at_At5g07900	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At5g08350 -	mips_20_20	"unknown protein"
			mips_20_20_18
	at_At5g09560 -	mips_06_13	"putative protein"
	at_At5g11860	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_At5g13200 -	mips_20	"ABA-responsive protein - like"
			mips_20_20
			mips_20_20_18
	at_At5g14170	mips_03	"putative protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_01
			mips_04_05_01_04_99
			mips_06
			mips_06_10
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
			mips_63_03_01
			mips_98
	at_At5g15750 -	mips_04_01	"ribosomal protein-like"
			mips_04_01_04
			mips_05_01
			mips_05_01_01
			mips_25_05_25
	at_At5g23930	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At5g26940 -	mips_03_01	"unknown protein"
			mips_03_01_03
			mips_03_01_03_05
			mips_03_01_05
			mips_40_37
			mips_67_15
	at_At5g26980 -	mips_06_04	"tSNARE AtTLG2a"
			mips_08
			mips_08_07
			mips_08_13
			mips_08_16
			mips_08_19
			mips_13_03
			mips_13_03_01
			mips_30_25
			mips_40_02
			mips_40_07
			mips_40_08
			mips_40_22
			mips_40_25
	at_At5g35330	mips_01_03_07	"unknown protein"
			mips_01_03_07_01
			mips_03_01_09
			mips_03_01_09_01
			mips_04_05_01_04_01
	at_At5g35910 -	mips_04_01	"nucleolar protein-like"
			mips_04_01_04
			mips_14_20
			mips_40_10_07
	at_At5g39840	mips_01_03_16	"putative RNA helicase"
			mips_02_13
			mips_02_13_03
			mips_02_13_05
			mips_04_01
			mips_04_01_04
			mips_04_05_05_01
			mips_04_99
			mips_05_07
			mips_63_03_03
	at_At5g41770	mips_04_05_05_01	"cell cycle control crn (crooked neck) protein-like"
	at_At5g42320 -	mips_03_01_09	"unknown protein"
			mips_03_01_09_05
			mips_06_07_11
			mips_40_27_99
			mips_45
			mips_45_03
			mips_45_03_05
			mips_45_03_05_09
			mips_62_01_01
			mips_62_01_05
	at_At5g45700	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_At5g45990	mips_04_05_05_01	"CRN (crooked neck) protein"
	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_At5g47140	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_98
	at_At5g47150 -	mips_14_01_01	"putative protein"
			mips_14_01_05
			mips_63_17_09
	at_At5g48170 -	mips_01_01_04	"putative protein"
			mips_06_07_05
			mips_06_13_01
	at_At5g48870	mips_04_05_05	"Sm-like protein (SAD1)"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At5g49570 -	mips_03_01_05	"putative protein"
			mips_06_13_01
	at_At5g50900 -	mips_08_01	"unknown protein"
			mips_40_10_05
	at_At5g54210	mips_03	"putative protein"
			mips_03_03_02
			mips_04
			mips_04_05_01_01
			mips_06
			mips_06_07_03
			mips_14_04
			mips_14_04_03_05
			mips_40_10
	at_At5g55530 -	mips_13	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_14_10
			mips_14_10_02
			mips_40_08
			mips_40_09
			mips_67
	at_At5g59380	mips_01_03_07	"putative protein"
			mips_01_03_07_01
			mips_03_01_05_01
			mips_03_01_09
			mips_03_01_09_01
			mips_04_05_01_04_01
	at_At5g64950	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
			mips_40_16
	Training Accuracy: 64/164 (39.02%)
	Training Frequency class 'mips_04_05': 607/5760 (10.54%)

	Evaluation on validation data (2885 items):
	at_At1g05480 -	mips_03_01	"hypothetical protein"
			mips_03_01_99
			mips_40_10_03
			mips_63_17
			mips_63_17_09
	at_At1g08560 -	mips_04_09	"syntaxin-related protein KNOLLE"
			mips_05
			mips_05_04
			mips_06_04
			mips_08
			mips_08_07
			mips_10_05
			mips_13_03
			mips_13_03_01
			mips_25_05_09
			mips_25_05_25
			mips_40_02
			mips_40_09
			mips_67_01
	at_At1g10600	mips_04_05_05_01	"hypothetical protein"
			mips_10_01_05_01
			mips_10_01_05_01_01
	at_At1g12100 -	mips_30_01	"hybrid proline-rich protein, putative"
	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_At1g21710 -	mips_03_01_05	"8-oxoguanine DNA glycosylase-like protein"
			mips_03_01_05_01
			mips_03_01_05_01_01
			mips_40_10_99
			mips_63_03_01
	at_At1g22730 -	mips_14_10	"putative topoisomerase"
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_90
	at_At1g24150 -	mips_03_03_04	"unknown protein"
			mips_03_03_04_07
			mips_25_05_13
			mips_33_03_13
			mips_35_03_17
			mips_63_06
	at_At1g24610 -	mips_02_07	"Unknown protein"
			mips_67_50
			mips_67_50_25
	at_At1g27910 -	mips_03_01_05_03	"hypothetical protein"
	at_At1g29080 -	mips_06_13_99	"cysteine proteinase, putative"
			mips_40_25
	at_At1g29110 -	mips_06_13_99	"cysteine proteinase, putative"
			mips_40_25
	at_At1g43600	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_05
	at_At1g54440 -	mips_04_01	"hypothetical protein"
			mips_04_01_04
			mips_14_20
			mips_40_10_07
			mips_40_16
	at_At1g56380	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g60620	mips_04	"RNA polymerase subunit (isoform B"
			mips_04_01
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_06
			mips_06_10
			mips_30
			mips_30_10
			mips_40
			mips_40_10
			mips_40_10_07
			mips_40_10_99
			mips_63
			mips_63_01
			mips_63_03
	at_At1g61960	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g61970	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g69840 -	mips_03_01_03	"unknown protein"
			mips_10_05_02
			mips_10_05_02_30
			mips_48
			mips_67_01
			mips_67_01_01
	at_At2g01600 -	mips_01_03	"unknown 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_At2g03110 -	mips_63_03_03	"putative RNA-binding protein"
	at_At2g03870	mips_04_05_05	"putative snRNP splicing factor"
			mips_04_05_05_01
			mips_04_05_05_01_99
			mips_06_10
			mips_30_10
			mips_30_10_99
			mips_40_10_07
			mips_40_10_99
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_03_03
	at_At2g13350 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_04
	at_At2g16390 -	mips_03_01_99	"hypothetical protein"
			mips_40_10_03
	at_At2g17120 -	mips_01_05_01_01_04	"predicted GPI-anchored protein"
			mips_03_03_03
			mips_11_05_05
			mips_11_05_05_08
			mips_14_04_01
			mips_14_04_01_01
			mips_14_04_01_01_01
			mips_30_34
			mips_30_34_07
			mips_40_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_At2g18740	mips_04_05_05	"putative small nuclear ribonucleoprotein E"
			mips_04_05_05_01
			mips_40_10_07
			mips_40_10_99
	at_At2g21450 -	mips_03_01_99	"hypothetical protein"
	at_At2g24050 -	mips_03_01_01	"putative eukaryotic initiation factor 4, eIF4"
			mips_03_03_01_02
			mips_05_04_01
			mips_05_07
			mips_13_11_03
			mips_14_10
			mips_25_01
			mips_25_01_01
			mips_63_03_03
	at_At2g24710 -	mips_08	"putative ligand-gated ion channel protein (AtGLR2.3)"
			mips_13_03
			mips_13_03_01
			mips_40_02
			mips_67_01
			mips_67_04
	at_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_At2g32490 -	mips_04_01	"hypothetical protein"
			mips_04_01_04
			mips_14_20
			mips_40_10_07
	at_At2g36110 -	mips_04_01	"hypothetical protein"
			mips_04_01_04
			mips_14_20
			mips_25_05_25
			mips_40_10_07
	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_At2g47640	mips_04_05_05_01	"putative small nuclear ribonucleoprotein D2"
			mips_40_10_07
	at_At3g19210 -	mips_03_01_99	"DNA repair protein, putative"
			mips_30_10
			mips_40_10_03
	at_At3g19600	mips_04_05_01_04_01	"hypothetical protein"
	at_At3g27970 -	mips_01_03	"hypothetical protein"
			mips_01_03_16
			mips_62
			mips_62_02
			mips_62_02_01
			mips_63_03_03
	at_At3g28480 -	mips_30_27	"prolyl 4-hydroxylase like protein"
			mips_30_27_01
			mips_40_08
			mips_67_01
	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_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_At3g46950	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At3g51110	mips_04_05_05_01	"crooked neck-like protein"
	at_At3g52600 -	mips_01_05_01_03	"beta-fructofuranosidase"
			mips_01_05_01_03_02
			mips_40_27
	at_At3g60400	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At3g61190 -	mips_14_10	"BON1-associated protein 1 (BAP1)"
			mips_14_10_02
			mips_40_08
			mips_63_09
	at_At3g62980 -	mips_20_20	"transport inhibitor response 1 (TIR1)"
			mips_20_20_18
	at_At4g00990 -	mips_40_26	"putative protein (fragment)"
			mips_40_26_03
	at_At4g01040 -	mips_11_07_03	"hypothetical protein"
			mips_11_10
			mips_11_10_07
			mips_40_27
			mips_63_13
			mips_63_13_01
	at_At4g02100 -	mips_06_01	"hypothetical protein"
	at_At4g02840	mips_04_05_05	"small nuclear riboprotein Sm-D1-like protein"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At4g02990	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	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_At4g18140	mips_04_05_01_01	"putative protein"
			mips_06_07_03
	at_At4g19800 -	mips_01_05	"chitinase - like protein"
			mips_11
			mips_11_01
			mips_11_05
			mips_11_05_03
			mips_11_07
			mips_11_07_03
			mips_11_10
			mips_11_10_07
			mips_13
			mips_13_11
			mips_40_03
			mips_40_27
			mips_63_13
			mips_63_13_01
			mips_63_13_99
	at_At4g20100 -	mips_01_01_07	"putative protein"
			mips_01_01_10_05
			mips_01_01_10_05_02
			mips_08_07_22
			mips_30_25
			mips_40_25
			mips_67_10
	at_At4g21350 -	mips_03_01_05_03	"putative protein"
	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_At4g33810 -	mips_40_01	"beta-xylan endohydrolase -like protein"
	at_At4g38160	mips_04_05_01_04_03	"putative protein"
			mips_30_16
	at_At4g39160 -	mips_04_01	"putative protein"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
	at_At5g07710 -	mips_03_01_03_01	"exonuclease-like protein"
			mips_03_01_03_05
			mips_40_37
	at_At5g15400 -	mips_06_07_05	"ubiquitin-fusion degradation protein-like"
			mips_06_13_01
			mips_06_13_01_01
	at_At5g16220 -	mips_06_07_03	"putative protein"
			mips_45
			mips_45_03
			mips_45_03_17
	at_At5g22260	mips_04	"putative protein"
			mips_04_05
			mips_04_05_01
			mips_04_05_01_04
			mips_40_10
			mips_63
			mips_63_03
	at_At5g23370 -	mips_20	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At5g46190 -	mips_06_13	"unknown protein"
	at_At5g47160 -	mips_14_01	"putative protein"
			mips_14_01_01
			mips_14_01_05
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	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_At5g61390 -	mips_03_01_03_01	"putative protein"
			mips_03_01_03_05
			mips_03_01_05
			mips_40_37
	at_At5g65920 -	mips_06_04	"Unknown protein (At5g65920; K14B20.9)"
			mips_06_10
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
			mips_67
			mips_67_01
			mips_67_01_05
	at_At5g67470 -	mips_03_01_03	"formin-like protein"
			mips_14_01
			mips_25_05_25
			mips_40_04_03
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
	Validation Accuracy: 22/75 (29.33%)
	Validation Frequency class 'mips_04_05': 314/2885 (10.88%)

	Evaluation on propertest data (4430 items):
	at_At1g01210	mips_01	"hypothetical protein"
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_03_99
			mips_04
			mips_04_01
			mips_04_01_01
			mips_04_05
			mips_04_05_01
			mips_04_05_01_01
			mips_04_05_01_04
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_03
			mips_63_03_01
			mips_63_17
			mips_63_17_09
	at_At1g01380	mips_04_05_01_01	"Myb homolog (CPC), putative"
			mips_04_05_01_04_01
			mips_04_05_01_04_03
			mips_14_10
			mips_14_10_02
			mips_14_10_02_01
			mips_40_10_03
	at_At1g01670 -	mips_01_01_01_11	"hypothetical protein"
	at_At1g01860	mips_04_01	"dimethyladenosine transferase, putative, 3' partial"
			mips_04_01_04
			mips_04_05_05
			mips_04_05_05_99
	at_At1g02090 -	mips_06_13	"CSN complex subunit 7i (CSN7) / FUS5"
			mips_06_13_01
			mips_06_13_01_01
			mips_40_07
			mips_40_10_99
	at_At1g02120 -	mips_62	"unknown protein"
			mips_62_02
			mips_62_02_01
			mips_62_02_01_01
			mips_62_02_01_01_01
			mips_63_17_01
	at_At1g05020 -	mips_06_10	"putative clathrin protein"
			mips_08_19
			mips_13_03_01
			mips_40_09
	at_At1g11950 -	mips_40_26	"putative DNA-binding protein"
			mips_40_26_03
			mips_63_03_01
	at_At1g14170 -	mips_06_13	"unknown protein"
	at_At1g16250 -	mips_11_01_01	"hypothetical protein"
			mips_11_01_09
	at_At1g16900 -	mips_01_06_01	"hypothetical protein"
			mips_01_20_01
			mips_01_20_01_99
			mips_30_01
			mips_40_07
	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_At1g20580	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_40_10_07
	at_At1g21570 -	mips_01_03_16	"glycine-rich RNA-binding protein grp1a, putative"
			mips_01_03_16_01
			mips_20_25_16_09
	at_At1g21980 -	mips_06_07_03	"phosphatidylinositol-4-phosphate 5-kinase, putative"
			mips_10_01_09
			mips_10_01_09_11
			mips_10_01_99
			mips_14_04_03
			mips_14_04_03_01
	at_At1g24330 -	mips_08_01	"hypothetical protein"
			mips_67_01
			mips_67_01_05
	at_At1g25240 -	mips_08_19	""
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At1g27420 -	mips_25_05_25	"hypothetical protein"
			mips_30_04
			mips_40_04
	at_At1g27950 -	mips_08_16	"unknown protein"
			mips_08_99
			mips_67
			mips_67_13
	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_At1g29780	mips_03_03_02	"hypothetical protein"
			mips_04_05_01_01
			mips_06_07_03
			mips_14_04_03
			mips_14_04_03_05
			mips_30_10
			mips_40_07
	at_At1g31760 -	mips_03_01_09	"unknown protein"
			mips_03_01_09_05
			mips_30_10_03
			mips_40_10_99
	at_At1g33680 -	mips_05	"single-strand nucleic acid-binding protein, putative"
			mips_14
			mips_14_04
			mips_25_05
			mips_63_03
	at_At1g43610	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
	at_At1g48790 -	mips_03	"unknown protein"
			mips_05
			mips_05_04
			mips_06
			mips_06_10
			mips_10
			mips_10_01
			mips_10_01_05
			mips_10_01_05_01
			mips_10_01_05_01_01
			mips_25
			mips_25_05
			mips_25_05_25
			mips_40
			mips_40_10
			mips_40_10_99
			mips_63
			mips_63_01
	at_At1g54040 -	mips_30_04	"putative jasmonate inducible protein (At1g54040)"
	at_At1g55120 -	mips_01_05_01_03	"beta-fructofuranosidase (AtFruct5)"
			mips_01_05_01_03_02
	at_At1g61850 -	mips_01_06_99	"hypothetical protein"
			mips_65
	at_At1g62120	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At1g62660 -	mips_01_05_01_01_01	"putative beta-fructosidase (At1g62660)"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At1g66160 -	mips_06_04	"unknown protein"
			mips_08_01
			mips_10_01
			mips_10_01_01
			mips_30
			mips_30_10_05
			mips_40_10_05
	at_At1g68580 -	mips_03_01_09	"unknown protein"
			mips_03_01_09_05
	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_At1g73550 -	mips_08	""
			mips_08_99
			mips_67_13
	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_At1g76860	mips_04_05_05	"unknown protein"
			mips_04_05_05_01
			mips_40_10_07
	at_At1g77740 -	mips_01_06_01	"putative phosphatidylinositol-4-phosphate-5-kinase"
			mips_10_01_09
			mips_10_01_99
			mips_14_04_03_01
	at_At1g78820 -	mips_10_05	"Strong similarity to glycoprotein EP1"
	at_At1g80440 -	mips_14_01	"unknown protein"
			mips_25_05_25
			mips_30_04
			mips_63_07
	at_At2g02160 -	mips_14_01_03	"unknown protein"
			mips_14_04
			mips_20_25_16
			mips_25_05_25
	at_At2g03050	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At2g13860 -	mips_03_01	"unknown protein"
			mips_03_01_03
			mips_03_01_03_05
			mips_03_01_05
			mips_40_37
	at_At2g15430 -	mips_04_01	"DNA-directed RNA polymerase II, third largest subunit"
			mips_04_01_01
			mips_04_03
			mips_04_03_01
			mips_25_05_10
			mips_40_10_07
			mips_40_10_99
			mips_47
			mips_47_03
			mips_47_03_03
			mips_47_03_03_01
			mips_47_03_11
			mips_47_03_11_09
			mips_48
	at_At2g15940 -	mips_29_03	"Ac-like transposase"
			mips_29_99
			mips_40_10_03
	at_At2g17260 -	mips_10_05_02	"putative glutamate receptor (GLR2)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04_01
			mips_67_04_01_02
	at_At2g25110 -	mips_40_07	"unknown protein"
			mips_40_27
	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_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_At2g28290 -	mips_01_05_04	"putative SNF2 subfamily transcription regulator"
			mips_03_01_99
			mips_14_04_03
			mips_14_04_03_03
			mips_40_10_03
			mips_63_17_09
	at_At2g35180 -	mips_06	"pseudogene"
			mips_06_10
			mips_10
			mips_10_01
			mips_10_01_01
			mips_10_01_09
			mips_40
	at_At2g36000	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_04_05_01_04_03
			mips_30
			mips_30_16
			mips_40_16
			mips_63_03
	at_At2g37190 -	mips_05_01	"60S ribosomal protein L12"
			mips_05_01_01
			mips_63_03_03
	at_At2g38610	mips_04_05_05	"putative RNA-binding protein"
			mips_25_05_25
			mips_40_10_99
	at_At2g38950 -	mips_20	"unknown protein"
			mips_20_25
			mips_20_25_16
			mips_40_02
			mips_40_27
			mips_40_27_99
			mips_40_99
			mips_45
			mips_45_03
			mips_47
			mips_47_03
			mips_47_03_15
			mips_47_03_15_07
			mips_63_03_01
	at_At2g42680	mips_04_05	"unknown protein"
			mips_04_05_01
			mips_04_05_01_04
			mips_14
			mips_14_04
			mips_25
			mips_29
			mips_29_06
			mips_40_37
			mips_63_01
			mips_63_03
			mips_63_03_01
			mips_63_19
	at_At2g43810	mips_04_05_05	"putative small nuclear ribonucleoprotein polypeptide F"
			mips_04_05_05_01
			mips_04_05_05_01_10
			mips_40_10_07
			mips_40_10_99
			mips_63_03_03
	at_At2g44020	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At2g44980 -	mips_01_05_04	"putative transcription activator"
			mips_03_01_09
			mips_03_01_09_05
			mips_03_01_99
			mips_14_04_03_03
	at_At2g45760 -	mips_01_01	"hypothetical protein"
			mips_01_01_01
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At2g45920 -	mips_06_01	"unknown protein"
			mips_45
			mips_45_03
			mips_45_03_12
			mips_45_03_12_01
			mips_48
			mips_62
			mips_62_01
			mips_62_01_07
			mips_63_17
			mips_63_17_09
	at_At2g46020 -	mips_03_01_09	"putative SNF2 subfamily transcriptional activator"
			mips_03_01_09_05
			mips_03_01_99
			mips_40_10_03
	at_At2g46040 -	mips_04	"hypothetical protein"
			mips_40_10
			mips_40_27_99
			mips_40_99
			mips_47_03_15
			mips_47_03_15_07
			mips_48
			mips_63_01
	at_At3g07590	mips_04_05_05_01	"putative small nuclear ribonucleoprotein (Sm-D1)"
			mips_04_05_05_01_10
			mips_40_10_07
	at_At3g11500	mips_04	"putative small nuclear ribonucleoprotein polypeptide G"
			mips_04_05_05
			mips_04_05_05_01
			mips_14_04
			mips_25_05
			mips_40_10
			mips_40_10_07
	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_At3g18710 -	mips_10_01	"hypothetical protein"
			mips_10_01_01
	at_At3g18870	mips_04_05_01_04_03	"hypothetical protein"
			mips_30_16
	at_At3g24500 -	mips_29_06	"ethylene-responsive transcriptional coactivator, putative"
			mips_40_37
	at_At3g25500 -	mips_62_02_01_01	"formin-like protein AHF1"
	at_At3g29480 -	mips_03_01	"hypothetical protein"
			mips_03_01_03
			mips_03_01_05
			mips_03_01_05_03
			mips_29
			mips_29_01
	at_At3g42670	mips_03_01_99	"putative protein"
			mips_04_05_01_01
			mips_40_10_03
	at_At3g43720 -	mips_08_16	"lipid-transfer protein-like, predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At3g48390 -	mips_14_10	"putative protein"
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_90
	at_At3g53800 -	mips_03_01_05_03	"unknown protein"
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
			mips_67_01
			mips_67_01_05
	at_At3g58180 -	mips_14	"unknown protein"
			mips_14_04
			mips_20
			mips_25
			mips_25_05
			mips_40_26
	at_At3g58550 -	mips_08_16	"predicted GPI-anchored protein"
			mips_08_99
			mips_67_13
	at_At3g58680 -	mips_29_06	"transcriptional coactivator - like protein"
			mips_40_37
	at_At3g61390 -	mips_01_01	"putative protein"
			mips_01_01_01
			mips_01_01_01_11
			mips_10_05
	at_At4g03920 -	mips_29_01	"putative protein"
	at_At4g05360 -	mips_03_01_05	"putative protein"
			mips_03_03_02
	at_At4g20400 -	mips_40_27_99	"putative protein"
			mips_40_99
			mips_45
			mips_45_03
	at_At4g20810	mips_04_05_01_01	"putative protein"
			mips_40_10_99
			mips_63_03_01
	at_At4g22360	mips_03	"unknown protein"
			mips_03_01
			mips_03_01_09
			mips_03_01_09_05
			mips_04_05_01
			mips_04_05_01_04
			mips_30
			mips_30_10
			mips_30_10_03
			mips_40_10_99
			mips_63_01
	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_At4g27310 -	mips_11_01	"putative protein"
	at_At4g30220	mips_04_05_05_01	"snRNP Sm protein F - like"
			mips_04_05_05_01_10
			mips_40_10_07
	at_At4g30330	mips_04_05_05_01	"small nuclear ribonucleoprotein homolog"
			mips_40_10_07
	at_At4g31900 -	mips_03_01_99	"putative protein"
	at_At4g33830 -	mips_40_01	"putative protein"
	at_At4g33840 -	mips_40_01	"putative protein"
	at_At4g33860 -	mips_40_01	"putative protein"
	at_At4g35290 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_30
			mips_13
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04_01_02
	at_At4g38780	mips_03_03	"splicing factor - like protein"
			mips_03_03_01
			mips_04_05_05
			mips_04_05_05_01
			mips_40_10_99
	at_At5g01660 -	mips_11_01_01	"putative protein"
			mips_11_01_09
	at_At5g04430 -	mips_14_10_02	"putative RNA-binding protein"
			mips_14_10_02_03
			mips_14_10_02_03_02
			mips_63_03_03
	at_At5g05540 -	mips_01_03_16	"putative protein"
			mips_63_03_03
	at_At5g09320 -	mips_08_07_22	"putative protein"
			mips_08_13
			mips_10_01_05
			mips_10_01_05_05
			mips_10_01_05_05_01
	at_At5g10410 -	mips_08_19	"putative protein"
			mips_13_03
			mips_13_03_01
			mips_40_09
	at_At5g11920 -	mips_01_05_01_01_01	"fructosidase like protein"
			mips_01_05_01_03
			mips_01_05_01_03_02
			mips_40_27
	at_At5g12140 -	mips_20_25	"cystatin (emb|CAA03929.1)"
			mips_20_25_16
			mips_40_25
			mips_40_27
			mips_47
			mips_47_03
			mips_47_03_05
			mips_47_03_05_02
			mips_47_03_15
			mips_47_03_15_07
			mips_62
			mips_62_02
			mips_62_02_01
			mips_62_02_01_02
			mips_62_02_01_02_03
			mips_63_07
	at_At5g20420	mips_04_05_01_01	"putative protein"
			mips_63_01
			mips_63_19
	at_At5g23350 -	mips_20_20	"putative protein"
			mips_20_20_18
	at_At5g23360 -	mips_20	"putative protein"
			mips_20_20
			mips_20_20_18
	at_At5g23470	mips_03_03_02	"putative protein"
			mips_04_05_01_04_01
			mips_06_07_03
			mips_14_04_03_05
	at_At5g27100 -	mips_10_05_02	"ion channel - like protein (AtGLR2.1)"
			mips_10_05_02_30
			mips_13_03
			mips_13_03_01
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_At5g35200 -	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_At5g36230	mips_03_03_01_01	"unknown protein"
			mips_03_03_01_01_03
			mips_04_05_01_01
			mips_04_05_01_04_01
			mips_40_10_03
	at_At5g37490 -	mips_06	"putative protein"
			mips_10
			mips_10_01_01
			mips_13
			mips_13_07
			mips_63_01
	at_At5g40680 -	mips_25_05_25	"putative protein"
			mips_63_07
	at_At5g44760 -	mips_01_01	"C2 domain-containing protein-like"
			mips_01_01_01
			mips_01_03
			mips_01_03_01
			mips_01_03_04
			mips_01_20
			mips_01_20_35
			mips_01_20_35_01
	at_At5g48400 -	mips_08	"ligand-gated ion channel protein-like; glutamate receptor-like (AtGLR1.2)"
			mips_10
			mips_10_05
			mips_10_05_02
			mips_10_05_02_30
			mips_13
			mips_13_03
			mips_13_03_01
			mips_25
			mips_25_05
			mips_25_05_13
			mips_33
			mips_33_03
			mips_33_03_13
			mips_35_03_17
			mips_40
			mips_40_02
			mips_47
			mips_47_03
			mips_47_03_01
			mips_47_03_01_01
			mips_47_03_01_01_01
			mips_47_03_01_01_01_01
			mips_67
			mips_67_01
			mips_67_01_01
			mips_67_04
			mips_67_04_01
			mips_67_04_01_02
	at_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_At5g54180	mips_04_05_01_04_03	"unknown protein"
			mips_30_16
	at_At5g55580	mips_04_05_01_04_03	"Unknown protein (At5g55580; MDF20.2)"
			mips_30_16
			mips_40_16
	at_At5g59470 -	mips_01_20_01	"putative protein"
			mips_01_20_01_05
	at_At5g60670 -	mips_05_01	"60S ribosomal protein L12 - like"
			mips_05_01_01
			mips_05_04
			mips_63_03_03
	at_At5g62740 -	mips_10_05_02	"unknown protein"
			mips_10_05_02_30
			mips_14_01_05
			mips_14_01_99
			mips_45
			mips_45_03
			mips_45_03_03
			mips_67_01
			mips_67_01_01
	at_At5g63080 -	mips_63_17	"unknown protein"
			mips_63_17_09
	at_At5g63190 -	mips_14_10	"topoisomerase-like protein"
			mips_14_10_02
			mips_14_10_02_02
			mips_14_10_90
	at_At5g63950	mips_03_01_99	"unknown protein"
			mips_04_05_01_04_01
			mips_30_10_03
	at_At5g65200 -	mips_06_04	"putative protein"
			mips_08
			mips_08_01
			mips_30_10
			mips_30_10_05
			mips_40_10_05
	at_At5g66750 -	mips_03	"SWI2/SNF2-like protein (gb|AAD28303.1)"
			mips_03_01
			mips_03_01_99
			mips_30
			mips_30_10
			mips_40_10_03
			mips_63_03
			mips_63_17
			mips_63_17_09
			mips_63_19
	at_At5g67240 -	mips_01_03_16	"unknown protein"
			mips_62_02_01
	Propertest Accuracy: 34/123 (27.64%)
	Propertest Frequency class 'mips_04_05': 453/4430 (10.23%)

	New (unknown) data (2885 items):
	at_At1g01680 -	no entry	null
	at_At1g21150 -	no entry	null
	at_At1g21880 -	no entry	null
	at_At1g31170 -	no entry	null
	at_At1g31390 -	no entry	null
	at_At1g33420 -	no entry	null
	at_At1g48750 -	no entry	null
	at_At1g57790 -	no entry	null
	at_At1g62110 -	no entry	null
	at_At1g65150 -	no entry	null
	at_At1g66170 -	no entry	null
	at_At1g71010 -	no entry	null
	at_At1g72290 -	no entry	null
	at_At1g76350 -	no entry	null
	at_At1g78840 -	no entry	null
	at_At2g01780 -	no entry	null
	at_At2g03460 -	no entry	null
	at_At2g04170 -	no entry	null
	at_At2g05420 -	no entry	null
	at_At2g16320 -	no entry	null
	at_At2g17150 -	no entry	null
	at_At2g21420 -	no entry	null
	at_At2g29780 -	no entry	null
	at_At2g32880 -	mips_04	"unknown protein"
	at_At2g33070 -	no entry	null
	at_At2g42460 -	no entry	null
	at_At2g42480 -	no entry	null
	at_At2g48140 -	no entry	null
	at_At3g07450 -	no entry	null
	at_At3g22610 -	no entry	null
	at_At3g24715 -	no entry	null
	at_At3g27150 -	no entry	null
	at_At3g48240 -	no entry	null
	at_At3g50880 -	no entry	null
	at_At3g58260 -	no entry	null
	at_At3g62850 -	no entry	null
	at_At3g63220 -	no entry	null
	at_At4g01600 -	no entry	null
	at_At4g05150 -	no entry	null
	at_At4g07390 -	no entry	null
	at_At4g12520 -	no entry	null
	at_At4g12550 -	no entry	null
	at_At4g24020 -	no entry	null
	at_At4g24800 -	no entry	null
	at_At4g33500 -	no entry	null
	at_At4g34170 -	no entry	null
	at_At4g36030 -	no entry	null
	at_At4g36550 -	no entry	null
	at_At5g05110 -	no entry	null
	at_At5g09620 -	no entry	null
	at_At5g09800 -	no entry	null
	at_At5g23830 -	no entry	null
	at_At5g26300 -	no entry	null
	at_At5g46890 -	no entry	null
	at_At5g47550 -	no entry	null
	at_At5g63130 -	no entry	null
	at_At1g13780 -	no entry	null
	at_At1g18280 -	no entry	null
	at_At1g19070 -	no entry	null
	at_At1g20640 -	no entry	null
	at_At1g31400 -	no entry	null
	at_At1g35340 -	no entry	null
	at_At1g50570 -	no entry	null
	at_At1g51580 -	no entry	null
	at_At1g53120 -	no entry	null
	at_At1g54260 -	no entry	null
	at_At1g54390 -	no entry	null
	at_At1g58270 -	no entry	null
	at_At1g62010 -	no entry	null
	at_At1g62490 -	no entry	null
	at_At1g62510 -	no entry	null
	at_At1g64530 -	no entry	null
	at_At1g69650 -	no entry	null
	at_At1g73560 -	no entry	null
	at_At1g76510 -	no entry	null
	at_At1g78830 -	no entry	null
	at_At1g78850 -	no entry	null
	at_At1g78930 -	no entry	null
	at_At2g01790 -	no entry	null
	at_At2g02620 -	no entry	null
	at_At2g15710 -	no entry	null
	at_At2g22600 -	no entry	null
	at_At2g25740 -	no entry	null
	at_At2g30420 -	no entry	null
	at_At2g32870 -	no entry	null
	at_At2g36540 -	no entry	null
	at_At2g40880 -	no entry	null
	at_At2g45180 -	no entry	null
	at_At3g12000 -	no entry	null
	at_At3g18230 -	no entry	null
	at_At3g21440 -	no entry	null
	at_At3g21890 -	no entry	null
	at_At3g22080 -	no entry	null
	at_At3g25750 -	no entry	null
	at_At3g26010 -	no entry	null
	at_At3g28210 -	no entry	null
	at_At3g43240 -	no entry	null
	at_At3g44100 -	no entry	null
	at_At3g46190 -	no entry	null
	at_At3g51710 -	no entry	null
	at_At3g57310 -	mips_08	"putative protein"
			mips_99
	at_At3g58210 -	no entry	null
	at_At3g58250 -	no entry	null
	at_At3g58270 -	no entry	null
	at_At3g58340 -	no entry	null
	at_At3g58360 -	no entry	null
	at_At3g58440 -	no entry	null
	at_At3g61350 -	no entry	null
	at_At4g00780 -	no entry	null
	at_At4g01390 -	no entry	null
	at_At4g02310 -	no entry	null
	at_At4g09770 -	no entry	null
	at_At4g12510 -	no entry	null
	at_At4g14920 -	no entry	null
	at_At4g16500 -	no entry	null
	at_At4g17565 -	no entry	null
	at_At4g22460 -	no entry	null
	at_At4g22490 -	no entry	null
	at_At4g22520 -	no entry	null
	at_At4g32280 -	no entry	null
	at_At4g33550 -	no entry	null
	at_At4g36000 -	no entry	null
	at_At4g39290 -	no entry	null
	at_At5g05050 -	no entry	null
	at_At5g06480 -	no entry	null
	at_At5g07220 -	no entry	null
	at_At5g08780 -	no entry	null
	at_At5g18320 -	no entry	null
	at_At5g18340 -	no entry	null
	at_At5g18470 -	no entry	null
	at_At5g26260 -	no entry	null
	at_At5g26280 -	no entry	null
	at_At5g26320 -	no entry	null
	at_At5g37290 -	no entry	null
	at_At5g44940 -	no entry	null
	at_At5g46640 -	no entry	null
	at_At5g46900 -	no entry	null
	at_At5g46910 -	no entry	null
	at_At5g48490 -	no entry	null
	at_At5g49920 -	no entry	null
	at_At5g54470 -	no entry	null
	at_At5g55450 -	no entry	null
	at_At5g56690 -	no entry	null
	at_At5g62080 -	mips_65	"A9 protein precursor - like"
			mips_98
	at_At5g66200 -	no entry	null
	at_At1g05450 -	no entry	null
	at_At1g06910 -	no entry	null
	at_At1g10110 -	no entry	null
	at_At1g10780 -	no entry	null
	at_At1g49520 -	no entry	null
	at_At1g51350 -	no entry	null
	at_At1g61990 -	no entry	null
	at_At1g68030 -	no entry	null
	at_At1g70930 -	no entry	null
	at_At1g78730 -	no entry	null
	at_At1g78860 -	no entry	null
	at_At2g03510 -	mips_48	"unknown protein"
	at_At2g18760 -	no entry	null
	at_At2g25330 -	no entry	null
	at_At2g25370 -	no entry	null
	at_At2g26370 -	no entry	null
	at_At2g29860 -	no entry	null
	at_At2g33620 -	no entry	null
	at_At2g42470 -	no entry	null
	at_At2g43500 -	no entry	null
	at_At3g11780 -	no entry	null
	at_At3g16410 -	no entry	null
	at_At3g18280 -	no entry	null
	at_At3g22580 -	no entry	null
	at_At3g27040 -	no entry	null
	at_At3g28220 -	no entry	null
	at_At3g43990 -	no entry	null
	at_At3g58200 -	no entry	null
	at_At3g58290 -	no entry	null
	at_At3g58350 -	no entry	null
	at_At3g58410 -	no entry	null
	at_At4g09780 -	no entry	null
	at_At4g12470 -	no entry	null
	at_At4g13040 -	no entry	null
	at_At4g35270 -	no entry	null
	at_At4g36840 -	no entry	null
	at_At4g39600 -	no entry	null
	at_At5g07230 -	mips_65	"A9"
	at_At5g15270 -	no entry	null
	at_At5g23820 -	no entry	null
	at_At5g23840 -	no entry	null
	at_At5g23950 -	no entry	null
	at_At5g26290 -	no entry	null
	at_At5g37560 -	no entry	null
	at_At5g38170 -	no entry	null
	at_At5g38670 -	no entry	null
	at_At5g38680 -	no entry	null
	at_At5g39370 -	no entry	null
	at_At5g52160 -	mips_65	"unknown protein"
	at_At5g64660 -	no entry	null


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