Rule 668
ss(_1,_3,b,_2),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,9.0-11.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,15.0-30.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,3.0-6.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,9.0-11.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,3.0-6.0) = 1
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,41.76-48.08),a_len(_4,6.0-9.0) = 0
-> class GO0004497 "monooxygenase activity"
Evaluation on training data (3815 items):
at_At1g48910 GO0004497 monooxygenase activity
at_At1g62570 GO0004497 monooxygenase activity
at_At1g62600 GO0004497 monooxygenase activity
at_At1g63340 GO0004497 monooxygenase activity
at_At2g33230 GO0004497 monooxygenase activity
at_At1g12140 GO0004497 monooxygenase activity
at_At1g12200 GO0004497 monooxygenase activity
at_At4g28720 GO0004497 monooxygenase activity
at_At5g07800 GO0004497 monooxygenase activity
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0004497': 20/3815 (0.52%)
Evaluation on validation data (1925 items):
at_At1g04180 GO0004497 monooxygenase activity
at_At2g21550 - GO0004146 dihydrofolate reductase activity
GO0004799 thymidylate synthase activity
at_At2g25240 - GO0004867 serine-type endopeptidase inhibitor activity
at_At3g45220 - GO0004867 serine-type endopeptidase inhibitor activity
at_At3g48430 - GO0003700 transcription factor activity
at_At4g13260 GO0004497 monooxygenase activity
at_At4g19460 - GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05560 - GO0004842 ubiquitin-protein ligase activity
at_At5g22140 - GO0009055 electron carrier activity
at_At1g21430 GO0004497 monooxygenase activity
at_At5g45180 GO0004497 monooxygenase activity
at_At5g53180 - GO0003723 RNA binding
at_At1g30760 - GO0009055 electron carrier activity
at_At1g48470 - GO0004356 glutamate-ammonia ligase activity
Validation Accuracy: 4/14 (28.57%)
Validation Frequency class 'GO0004497': 12/1925 (0.62%)
Evaluation on propertest data (2943 items):
at_At1g41830 - GO0005507 copper ion binding
at_At1g62560 GO0004497 monooxygenase activity
at_At1g64030 - GO0004867 serine-type endopeptidase inhibitor activity
at_At1g04610 GO0004497 monooxygenase activity
at_At1g05460 - GO0003724 RNA helicase activity
at_At1g78590 - GO0003951 NAD+ kinase activity
at_At2g17420 - GO0004791 thioredoxin-disulfide reductase activity
at_At2g42010 - GO0004630 phospholipase D activity
at_At2g43020 - GO0008131 amine oxidase activity
at_At3g10390 - GO0008131 amine oxidase activity
at_At1g12130 GO0004497 monooxygenase activity
at_At1g12160 GO0004497 monooxygenase activity
at_At4g05020 - GO0015036 disulfide oxidoreductase activity
at_At4g10310 - GO0015081 sodium ion transporter activity
at_At4g11800 - GO0004722 protein serine/threonine phosphatase activity
at_At4g22290 - GO0004221 ubiquitin thiolesterase activity
at_At4g32540 GO0004497 monooxygenase activity
at_At4g35460 - GO0004791 thioredoxin-disulfide reductase activity
at_At5g15450 - GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g25620 GO0004497 monooxygenase activity
Propertest Accuracy: 6/20 (30.00%)
Propertest Frequency class 'GO0004497': 16/2943 (0.54%)
New (unknown) data (1925 items):
at_At5g59700 - GO0016301 kinase activity
at_At1g51310 - no entry null
at_At2g04840 - GO0005554 molecular_function unknown
at_At2g05090 - GO0005554 molecular_function unknown
at_At2g05890 - GO0005554 molecular_function unknown
at_At2g16870 - no entry null
at_At2g19130 - no entry null
at_At3g21590 - GO0005554 molecular_function unknown
at_At3g23910 - GO0005554 molecular_function unknown
at_At3g24430 - GO0005554 molecular_function unknown
at_At3g31530 - no entry null
at_At3g32270 - GO0005554 molecular_function unknown
at_At3g42760 - GO0005554 molecular_function unknown
at_At3g43050 - GO0004803 transposase activity
at_At3g51570 - no entry null
at_At4g05570 - GO0005554 molecular_function unknown
at_At4g07430 - GO0005554 molecular_function unknown
at_At4g14160 - GO0005215 transporter activity
at_At1g17820 - GO0005554 molecular_function unknown
at_At5g18590 - GO0005554 molecular_function unknown
at_At5g19580 - GO0005554 molecular_function unknown
at_At5g22330 - GO0005554 molecular_function unknown
at_At5g36050 - GO0005554 molecular_function unknown
at_At1g68080 - GO0005554 molecular_function unknown
at_At1g79510 - GO0005554 molecular_function unknown
at_At1g12880 - GO0016787 hydrolase activity
at_At4g14330 - no entry null
at_At5g18860 - GO0016787 hydrolase activity
at_At5g25340 - GO0005554 molecular_function unknown
at_At5g28940 - GO0005554 molecular_function unknown
at_At5g43670 - GO0005215 transporter activity
at_At5g49430 - GO0000166 nucleotide binding
at_At5g63520 - GO0005554 molecular_function unknown
at_At5g63700 - GO0005554 molecular_function unknown
at_At1g31290 - GO0005554 molecular_function unknown
at_At1g44860 - GO0005554 molecular_function unknown
at_At1g50110 - GO0003824 catalytic activity
at_At1g01140 - GO0016301 kinase activity
at_At1g48880 - GO0005554 molecular_function unknown
at_At1g68540 - GO0016491 oxidoreductase activity
at_At1g77900 - no entry null
at_At2g01340 - GO0005554 molecular_function unknown
at_At3g43100 - GO0005554 molecular_function unknown
at_At1g15630 - GO0005554 molecular_function unknown
at_At4g00040 - GO0005554 molecular_function unknown
at_At4g12720 - GO0016787 hydrolase activity
at_At4g19300 - GO0005554 molecular_function unknown
at_At1g21650 - no entry null
at_At1g21760 - GO0005554 molecular_function unknown
at_At1g22100 - GO0005554 molecular_function unknown
at_At5g46340 - GO0005554 molecular_function unknown
at_At5g56410 - GO0005554 molecular_function unknown
------------------
Rule 847
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2) = 1
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,9.0-11.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,30.0-1200.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,60.98-101.0),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 0
-> class GO0004672 "protein kinase activity"
Evaluation on training data (3815 items):
at_At5g44700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g48940 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g56040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g28440 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g66150 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g26330 GO0019199 transmembrane receptor protein kinase activity
at_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g08590 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g09970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g45340 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g45780 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g20140 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17240 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17250 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g07280 GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At5g40440 GO0004708 MAP kinase kinase activity
Training Accuracy: 39/39 (100.00%)
Training Frequency class 'GO0004672': 147/3815 (3.85%)
Evaluation on validation data (1925 items):
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g16250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g34220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g39270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g51350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g53890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g65700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g65710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Validation Accuracy: 13/13 (100.00%)
Validation Frequency class 'GO0004672': 72/1925 (3.74%)
Evaluation on propertest data (2943 items):
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g24230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g33170 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g47890 - GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g14350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g17840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47580 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g20270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g10020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g49780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g51560 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 18/19 (94.74%)
Propertest Frequency class 'GO0004672': 111/2943 (3.77%)
New (unknown) data (1925 items):
at_At5g49290 - GO0005515 protein binding
at_At5g49750 - GO0005515 protein binding
at_At5g56140 - GO0003676 nucleic acid binding
at_At5g57510 - GO0005554 molecular_function unknown
at_At5g62230 - GO0016301 kinase activity
at_At1g24160 - GO0005554 molecular_function unknown
at_At1g33600 - GO0005515 protein binding
at_At1g33610 - GO0005515 protein binding
at_At1g49750 - GO0005554 molecular_function unknown
at_At1g03440 - GO0005515 protein binding
at_At1g55050 - GO0005554 molecular_function unknown
at_At1g55340 - GO0005554 molecular_function unknown
at_At1g55610 - GO0016301 kinase activity
at_At1g55900 - GO0005554 molecular_function unknown
at_At1g58190 - GO0005515 protein binding
at_At1g69220 - GO0016301 kinase activity
at_At1g71390 - GO0005515 protein binding
at_At1g74200 - GO0005515 protein binding
at_At2g15080 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g20470 - GO0016301 kinase activity
at_At2g24160 - no entry null
at_At2g25640 - GO0005554 molecular_function unknown
at_At2g26380 - GO0005515 protein binding
at_At2g32660 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33030 - GO0005515 protein binding
at_At2g42800 - GO0005515 protein binding
at_At2g47300 - GO0005554 molecular_function unknown
at_At3g08620 - GO0003676 nucleic acid binding
at_At3g11010 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g17640 - GO0005515 protein binding
at_At3g20820 - GO0005515 protein binding
at_At3g23110 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24900 - GO0005515 protein binding
at_At3g25010 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g28890 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g43740 - GO0005515 protein binding
at_At1g13230 - GO0005515 protein binding
at_At3g53240 - GO0005515 protein binding
at_At3g58770 - GO0005554 molecular_function unknown
at_At4g03010 - GO0005515 protein binding
at_At1g15740 - GO0005515 protein binding
at_At1g16500 - GO0005554 molecular_function unknown
at_At4g04220 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g05300 - GO0005554 molecular_function unknown
at_At4g13810 - GO0005515 protein binding
at_At4g13900 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g06860 - GO0005515 protein binding
at_At5g11860 - GO0005554 molecular_function unknown
at_At5g21090 - GO0005515 protein binding
at_At5g23400 - GO0005515 protein binding
at_At5g25550 - no entry null
at_At5g27060 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g27240 - GO0003754 chaperone activity
at_At1g67250 - no entry null
at_At2g33050 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g34930 - GO0005515 protein binding
at_At3g19020 - GO0005515 protein binding
at_At3g23010 - GO0005515 protein binding
at_At3g23120 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g25670 - GO0005515 protein binding
at_At3g26890 - GO0005554 molecular_function unknown
at_At3g44450 - GO0005554 molecular_function unknown
at_At1g11130 - GO0005515 protein binding
at_At3g52100 - GO0005554 molecular_function unknown
at_At3g62460 - GO0005554 molecular_function unknown
at_At4g02090 - GO0005554 molecular_function unknown
at_At4g13880 - GO0005515 protein binding
at_At4g13920 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g07910 - GO0005515 protein binding
at_At5g12940 - GO0005515 protein binding
at_At5g22390 - GO0005554 molecular_function unknown
at_At5g28140 - GO0005554 molecular_function unknown
at_At5g48090 - GO0005554 molecular_function unknown
at_At5g61240 - GO0005515 protein binding
at_At5g65830 - GO0005515 protein binding
at_At1g33670 - GO0005515 protein binding
at_At1g47570 - GO0005554 molecular_function unknown
at_At1g33590 - GO0005515 protein binding
at_At1g48790 - GO0005554 molecular_function unknown
at_At1g54480 - GO0005515 protein binding
at_At1g56280 - GO0005554 molecular_function unknown
at_At1g65380 - GO0005057 receptor signaling protein activity
GO0005515 protein binding
at_At1g71400 - GO0005515 protein binding
at_At1g73070 - GO0005515 protein binding
at_At1g74180 - GO0005515 protein binding
at_At1g79060 - GO0005554 molecular_function unknown
at_At1g80080 - GO0004872 receptor activity
GO0005515 protein binding
at_At2g16630 - GO0005554 molecular_function unknown
at_At2g20850 - GO0016301 kinase activity
at_At2g25440 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g25720 - GO0005554 molecular_function unknown
at_At2g29040 - GO0003824 catalytic activity
at_At2g32680 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33060 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g07730 - GO0005554 molecular_function unknown
at_At3g11220 - GO0005554 molecular_function unknown
at_At3g12145 - GO0004857 enzyme inhibitor activity
at_At3g12610 - GO0000166 nucleotide binding
GO0005515 protein binding
GO0005554 molecular_function unknown
at_At3g15410 - GO0005515 protein binding
at_At3g19320 - no entry null
at_At1g12580 - GO0016301 kinase activity
at_At1g12680 - GO0016301 kinase activity
at_At3g24235 - no entry null
at_At3g24480 - GO0005515 protein binding
at_At3g25020 - GO0005515 protein binding
at_At3g45240 - GO0016301 kinase activity
at_At3g59510 - GO0005515 protein binding
at_At1g13910 - GO0005515 protein binding
at_At4g13820 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g13910 - no entry null
at_At4g20490 - no entry null
at_At4g28560 - GO0005515 protein binding
at_At5g05070 - GO0005554 molecular_function unknown
at_At5g06870 - GO0005515 protein binding
at_At5g07180 - GO0016301 kinase activity
at_At5g25910 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g41230 - no entry null
at_At5g43630 - no entry null
at_At5g45770 - GO0005515 protein binding
at_At5g53030 - GO0005554 molecular_function unknown
at_At5g60550 - GO0016301 kinase activity
at_At5g66890 - no entry null
------------------
Rule 1302
ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 1
ss(_1,_3,b,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 1
ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),beta_dist(_1,5.15-11.94) = 0
-> class GO0004672 "protein kinase activity"
Evaluation on training data (3815 items):
at_At5g43020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g44700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g27190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49160 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g50610 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g25790 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26330 GO0019199 transmembrane receptor protein kinase activity
at_At2g26730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g08720 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g08500 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At4g35780 GO0004672 protein kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Training Accuracy: 33/33 (100.00%)
Training Frequency class 'GO0004672': 147/3815 (3.85%)
Evaluation on validation data (1925 items):
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79620 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g61740 - GO0003677 DNA binding
at_At4g21550 - GO0003700 transcription factor activity
at_At4g39270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g04240 - GO0003700 transcription factor activity
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'GO0004672': 72/1925 (3.74%)
Evaluation on propertest data (2943 items):
at_At1g04790 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g07040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07570 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g08170 - GO0003677 DNA binding
at_At2g40950 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09400 - GO0015071 protein phosphatase type 2C activity
at_At3g14350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g25840 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g03730 GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At5g10020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g13160 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g47010 - GO0003724 RNA helicase activity
Propertest Accuracy: 10/15 (66.67%)
Propertest Frequency class 'GO0004672': 111/2943 (3.77%)
New (unknown) data (1925 items):
at_At5g56780 - GO0005554 molecular_function unknown
at_At5g58950 - GO0016301 kinase activity
at_At5g62760 - GO0005554 molecular_function unknown
at_At1g28240 - GO0005554 molecular_function unknown
at_At1g67890 - GO0016301 kinase activity
at_At1g73460 - GO0016301 kinase activity
at_At1g76360 - GO0016301 kinase activity
at_At2g01820 - no entry null
at_At2g20300 - GO0016301 kinase activity
at_At2g40990 - GO0005554 molecular_function unknown
at_At2g47820 - GO0005554 molecular_function unknown
at_At3g08680 - GO0016301 kinase activity
at_At1g11050 - GO0016301 kinase activity
at_At3g19300 - GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24540 - GO0016301 kinase activity
at_At3g24740 - GO0005554 molecular_function unknown
at_At1g14370 - GO0016301 kinase activity
at_At4g08470 - GO0016301 kinase activity
at_At4g11860 - GO0005554 molecular_function unknown
at_At4g13900 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g33980 - GO0005554 molecular_function unknown
at_At4g34440 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g17910 - GO0005554 molecular_function unknown
at_At5g18500 - GO0016301 kinase activity
at_At5g18610 - GO0016301 kinase activity
at_At5g27240 - GO0003754 chaperone activity
at_At5g35580 - GO0016301 kinase activity
at_At1g01450 - GO0016301 kinase activity
at_At1g61590 - GO0016301 kinase activity
at_At1g70740 - GO0016301 kinase activity
at_At2g05940 - GO0016301 kinase activity
at_At2g07180 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At1g10620 - GO0016301 kinase activity
at_At1g10860 - no entry null
at_At1g11130 - GO0005515 protein binding
at_At4g08480 - GO0016301 kinase activity
at_At1g16760 - GO0016301 kinase activity
at_At1g18160 - GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g05230 - GO0005554 molecular_function unknown
at_At1g24650 - no entry null
at_At5g49760 - GO0016301 kinase activity
at_At1g49270 - no entry null
at_At1g01540 - GO0016301 kinase activity
at_At1g42150 - GO0005554 molecular_function unknown
at_At1g60800 - GO0016301 kinase activity
at_At1g67210 - no entry null
at_At1g69910 - GO0016301 kinase activity
at_At1g72760 - GO0016301 kinase activity
at_At2g14420 - no entry null
at_At2g46350 - no entry null
at_At3g17750 - GO0016301 kinase activity
at_At3g51120 - GO0003676 nucleic acid binding
at_At3g58640 - GO0016301 kinase activity
at_At4g07520 - GO0005554 molecular_function unknown
at_At4g13740 - GO0005554 molecular_function unknown
at_At4g24480 - GO0016301 kinase activity
at_At4g27870 - no entry null
at_At4g30520 - no entry null
at_At4g32620 - GO0005554 molecular_function unknown
at_At5g02290 - GO0016301 kinase activity
at_At5g06940 - GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g37790 - GO0016301 kinase activity
at_At5g48380 - no entry null
at_At5g49470 - GO0016301 kinase activity
at_At5g56890 - GO0016301 kinase activity
------------------
Rule 641
beta_dist(_1,19.41-29.93),alpha_dist(_1,23.6-33.33) = 0
ss(_1,_3,b,_2),a_len(_2,6.0-9.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,30.0-1200.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,6.0-9.0) = 1
-> class GO0004672 "protein kinase activity"
Evaluation on training data (3815 items):
at_At1g35670 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g17890 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At2g31500 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g51850 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g04740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g09570 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g21940 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g38230 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g01810 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g04870 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g12180 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g23580 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g35410 GO0004672 protein kinase activity
GO0016301 kinase activity
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'GO0004672': 147/3815 (3.85%)
Evaluation on validation data (1925 items):
at_At1g74740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g41860 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g14070 - GO0015491 cation\:cation antiporter activity
at_At3g29160 GO0004672 protein kinase activity
at_At4g23650 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g04770 - GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g19360 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g19450 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
Validation Accuracy: 6/8 (75.00%)
Validation Frequency class 'GO0004672': 72/1925 (3.74%)
Evaluation on propertest data (2943 items):
at_At1g50700 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g76040 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g17290 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23490 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g35310 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
Propertest Accuracy: 4/5 (80.00%)
Propertest Frequency class 'GO0004672': 111/2943 (3.77%)
New (unknown) data (1925 items):
at_At1g26730 - GO0005554 molecular_function unknown
at_At1g64990 - GO0005554 molecular_function unknown
at_At1g76480 - GO0005554 molecular_function unknown
at_At2g17060 - no entry null
at_At2g21720 - GO0005554 molecular_function unknown
at_At2g30360 - GO0016301 kinase activity
at_At3g06960 - GO0005554 molecular_function unknown
at_At1g15110 - no entry null
at_At4g08470 - GO0016301 kinase activity
at_At4g14180 - GO0005554 molecular_function unknown
at_At4g18700 - GO0016301 kinase activity
at_At4g22450 - GO0005554 molecular_function unknown
at_At4g24400 - GO0016301 kinase activity
at_At5g10930 - GO0016301 kinase activity
at_At1g20890 - GO0005554 molecular_function unknown
at_At5g25110 - GO0016301 kinase activity
at_At1g80910 - GO0005554 molecular_function unknown
at_At2g15060 - GO0005554 molecular_function unknown
at_At2g47230 - GO0005554 molecular_function unknown
at_At3g09690 - GO0016787 hydrolase activity
at_At3g47890 - GO0005554 molecular_function unknown
at_At3g60310 - GO0005554 molecular_function unknown
at_At4g25020 - GO0003676 nucleic acid binding
at_At1g53430 - GO0016301 kinase activity
at_At1g71240 - GO0005554 molecular_function unknown
at_At2g46560 - GO0000166 nucleotide binding
at_At1g12680 - GO0016301 kinase activity
at_At4g04510 - GO0016301 kinase activity
at_At4g23260 - no entry null
at_At5g04670 - GO0005554 molecular_function unknown
at_At5g06310 - GO0005554 molecular_function unknown
at_At5g24740 - GO0005554 molecular_function unknown
at_At5g35380 - GO0016301 kinase activity
at_At5g41310 - no entry null
at_At5g52790 - GO0005554 molecular_function unknown
------------------
Rule 657
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),a_len(_2,15.0-30.0) = 1
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,9.0-11.0) = 1
ss(_1,_3,b,_2),a_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,15.0-30.0) = 1
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
-> class GO0004672 "protein kinase activity"
Evaluation on training data (3815 items):
at_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g51830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g42880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g45860 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g17250 GO0004672 protein kinase activity
GO0005515 protein binding
at_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g21240 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0004672': 147/3815 (3.85%)
Evaluation on validation data (1925 items):
at_At1g69990 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01630 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56580 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g18640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g39180 - GO0008526 phosphatidylinositol transporter activity
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g21230 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'GO0004672': 72/1925 (3.74%)
Evaluation on propertest data (2943 items):
at_At1g35530 - GO0008026 ATP-dependent helicase activity
at_At2g48010 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g14070 - GO0016208 AMP binding
at_At4g23190 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g51560 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'GO0004672': 111/2943 (3.77%)
New (unknown) data (1925 items):
at_At5g54380 - GO0016301 kinase activity
at_At1g51810 - GO0016301 kinase activity
at_At1g69270 - GO0016301 kinase activity
at_At2g28990 - GO0016301 kinase activity
at_At3g45830 - GO0005554 molecular_function unknown
at_At3g56040 - GO0005554 molecular_function unknown
at_At3g60920 - GO0005554 molecular_function unknown
at_At1g16150 - GO0016301 kinase activity
at_At4g04570 - GO0016301 kinase activity
at_At4g11470 - no entry null
at_At4g11480 - GO0016301 kinase activity
at_At4g11530 - GO0016301 kinase activity
at_At5g01560 - GO0016301 kinase activity
at_At1g70530 - GO0016301 kinase activity
at_At1g79670 - GO0016301 kinase activity
at_At2g14400 - no entry null
at_At2g19230 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At4g27300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g51860 - GO0016301 kinase activity
at_At1g51880 - GO0016301 kinase activity
at_At1g69910 - GO0016301 kinase activity
at_At1g72760 - GO0016301 kinase activity
at_At1g78940 - GO0016301 kinase activity
at_At1g80680 - GO0005554 molecular_function unknown
at_At2g04300 - GO0016301 kinase activity
at_At3g08950 - GO0005554 molecular_function unknown
at_At3g21340 - GO0016301 kinase activity
at_At4g00340 - no entry null
at_At4g15970 - GO0005554 molecular_function unknown
at_At4g28670 - GO0016301 kinase activity
at_At4g29450 - GO0016301 kinase activity
at_At4g38830 - GO0016301 kinase activity
at_At5g05740 - no entry null
at_At5g23050 - GO0016874 ligase activity
at_At5g39390 - no entry null
at_At5g42490 - no entry null
at_At5g56890 - GO0016301 kinase activity
at_At5g60300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
------------------
Rule 1454
ss(_1,_3,a,_2),a_len(_3,6.0-9.0) = 1
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),a_len(_2,30.0-1200.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
ss(_1,_3,c,_2),a_len(_2,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_6,a,_5),notequal(_6,_2),notequal(_6,_4),notequal(_6,_3),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 0
ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,1.0-3.0) = 1
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
-> class GO0005351 "sugar porter activity"
Evaluation on training data (3815 items):
at_At5g43350 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g05030 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g66570 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g71890 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At2g02860 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g16120 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g08930 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g38060 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At3g47420 GO0005351 sugar porter activity
at_At4g02050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g06170 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g20860 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g17010 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g23270 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0005351': 29/3815 (0.76%)
Evaluation on validation data (1925 items):
at_At1g54730 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g66780 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g67300 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g76430 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g09960 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g32830 - GO0005315 inorganic phosphate transporter activity
GO0015114 phosphate transporter activity
at_At3g17430 - GO0008514 organic anion transporter activity
at_At1g15180 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At4g04750 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g36790 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g21870 - GO0008514 organic anion transporter activity
at_At5g43360 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
Validation Accuracy: 7/12 (58.33%)
Validation Frequency class 'GO0005351': 26/1925 (1.35%)
Evaluation on propertest data (2943 items):
at_At1g55730 - GO0015368 calcium\:cation antiporter activity
GO0015491 cation\:cation antiporter activity
at_At1g60960 - GO0008324 cation transporter activity
GO0046873 metal ion transporter activity
at_At1g64780 - GO0008519 ammonium transporter activity
at_At2g16970 - GO0008493 tetracycline transporter activity
at_At2g23150 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g12110 - GO0005215 transporter activity
GO0015112 nitrate transporter activity
at_At4g22790 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g22510 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g24120 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
GO0016987 sigma factor activity
at_At5g43370 GO0003999 adenine phosphoribosyltransferase activity
GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
Propertest Accuracy: 1/10 (10.00%)
Propertest Frequency class 'GO0005351': 24/2943 (0.82%)
New (unknown) data (1925 items):
at_At5g55950 - GO0005554 molecular_function unknown
at_At5g66660 - GO0005554 molecular_function unknown
at_At1g30560 - no entry null
at_At1g48460 - GO0005554 molecular_function unknown
at_At1g64320 - GO0005554 molecular_function unknown
at_At1g68650 - GO0005554 molecular_function unknown
at_At1g72560 - no entry null
at_At1g76800 - GO0005554 molecular_function unknown
at_At2g05180 - GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g13120 - no entry null
at_At2g30300 - GO0005554 molecular_function unknown
at_At1g11450 - GO0005554 molecular_function unknown
at_At3g27710 - GO0005554 molecular_function unknown
at_At3g60800 - GO0005554 molecular_function unknown
at_At1g15810 - GO0003735 structural constituent of ribosome
at_At1g18940 - GO0005554 molecular_function unknown
at_At1g18950 - no entry null
at_At4g29520 - GO0005554 molecular_function unknown
at_At4g32760 - GO0008565 protein transporter activity
at_At4g39390 - GO0005554 molecular_function unknown
at_At5g08010 - GO0005554 molecular_function unknown
at_At5g40240 - GO0005554 molecular_function unknown
at_At5g41600 - GO0005554 molecular_function unknown
at_At1g01550 - GO0005554 molecular_function unknown
at_At1g05640 - GO0005515 protein binding
at_At1g60030 - GO0015646 permease activity
at_At1g65430 - GO0005554 molecular_function unknown
at_At2g46890 - GO0005554 molecular_function unknown
at_At3g12360 - GO0005515 protein binding
at_At3g30180 - GO0019825 oxygen binding
at_At3g58590 - GO0005554 molecular_function unknown
at_At3g59340 - GO0005554 molecular_function unknown
at_At1g19800 - GO0005319 lipid transporter activity
at_At4g30420 - GO0005554 molecular_function unknown
at_At5g15280 - GO0005554 molecular_function unknown
at_At5g19980 - GO0005554 molecular_function unknown
at_At5g45610 - GO0005554 molecular_function unknown
at_At1g31470 - GO0005554 molecular_function unknown
at_At1g51350 - GO0005554 molecular_function unknown
at_At1g54090 - GO0005515 protein binding
at_At1g79280 - GO0005554 molecular_function unknown
at_At2g20840 - GO0005386 carrier activity
at_At3g06870 - GO0005554 molecular_function unknown
at_At3g15920 - GO0005554 molecular_function unknown
at_At3g17960 - no entry null
at_At3g28050 - GO0005554 molecular_function unknown
at_At3g28810 - GO0005554 molecular_function unknown
at_At3g45690 - GO0005215 transporter activity
at_At3g51400 - GO0005554 molecular_function unknown
at_At3g53560 - GO0005554 molecular_function unknown
at_At4g01400 - GO0005554 molecular_function unknown
at_At4g12330 - GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At4g30820 - GO0005554 molecular_function unknown
at_At4g34320 - GO0005554 molecular_function unknown
at_At5g15930 - GO0005554 molecular_function unknown
at_At5g24600 - GO0005554 molecular_function unknown
at_At5g40670 - GO0005554 molecular_function unknown
at_At5g63040 - GO0005554 molecular_function unknown
------------------
Rule 969
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,15.0-30.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),a_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,6.0-9.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),coil_dist(_1,1.54-41.76),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),a_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),coil_dist(_1,41.76-48.08),c_len(_2,9.0-11.0),a_len(_3,1.0-3.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),alpha_dist(_1,13.03-23.6) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,33.33-45.54),c_len(_4,3.0-6.0) = 0
-> class GO0008026 "ATP-dependent helicase activity"
Evaluation on training data (3815 items):
at_At5g51280 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g62190 GO0008026 ATP-dependent helicase activity
at_At5g63120 GO0008026 ATP-dependent helicase activity
at_At5g63630 GO0008026 ATP-dependent helicase activity
at_At1g31360 GO0008026 ATP-dependent helicase activity
at_At1g55150 GO0008026 ATP-dependent helicase activity
at_At1g59760 GO0008026 ATP-dependent helicase activity
at_At1g59990 GO0008026 ATP-dependent helicase activity
at_At1g71280 GO0008026 ATP-dependent helicase activity
at_At2g40700 GO0008026 ATP-dependent helicase activity
at_At2g42520 GO0008026 ATP-dependent helicase activity
at_At2g45810 GO0008026 ATP-dependent helicase activity
at_At2g47330 GO0008026 ATP-dependent helicase activity
at_At1g10930 GO0008026 ATP-dependent helicase activity
at_At3g22310 GO0008026 ATP-dependent helicase activity
at_At3g22330 GO0008026 ATP-dependent helicase activity
at_At3g26560 GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
at_At3g53110 GO0008026 ATP-dependent helicase activity
at_At3g58570 GO0008026 ATP-dependent helicase activity
at_At1g16280 GO0008026 ATP-dependent helicase activity
at_At4g09730 GO0008026 ATP-dependent helicase activity
at_At4g33370 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g11170 GO0008026 ATP-dependent helicase activity
at_At5g14610 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g39840 GO0004004 ATP-dependent RNA helicase activity
Training Accuracy: 25/25 (100.00%)
Training Frequency class 'GO0008026': 36/3815 (0.94%)
Evaluation on validation data (1925 items):
at_At1g05480 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g71370 GO0008026 ATP-dependent helicase activity
at_At1g77050 GO0008026 ATP-dependent helicase activity
at_At2g47700 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g08620 GO0008026 ATP-dependent helicase activity
at_At5g19210 GO0008026 ATP-dependent helicase activity
at_At5g65900 GO0008026 ATP-dependent helicase activity
at_At1g31970 GO0008026 ATP-dependent helicase activity
Validation Accuracy: 6/8 (75.00%)
Validation Frequency class 'GO0008026': 17/1925 (0.88%)
Evaluation on propertest data (2943 items):
at_At1g33030 - GO0008171 O-methyltransferase activity
at_At3g18600 GO0008026 ATP-dependent helicase activity
at_At3g42670 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g58510 GO0008026 ATP-dependent helicase activity
at_At3g61240 GO0008026 ATP-dependent helicase activity
at_At4g25080 - GO0046406 magnesium protoporphyrin IX methyltransferase activity
at_At4g26970 - GO0003994 aconitate hydratase activity
at_At5g27680 GO0008026 ATP-dependent helicase activity
at_At5g46880 - GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 4/9 (44.44%)
Propertest Frequency class 'GO0008026': 24/2943 (0.82%)
New (unknown) data (1925 items):
at_At1g32830 - GO0005554 molecular_function unknown
at_At1g34270 - GO0003824 catalytic activity
at_At3g23480 - GO0005554 molecular_function unknown
at_At4g21180 - GO0003754 chaperone activity
at_At5g11020 - GO0016301 kinase activity
at_At4g17430 - GO0005554 molecular_function unknown
at_At5g39410 - GO0005554 molecular_function unknown
at_At1g48250 - GO0005554 molecular_function unknown
at_At1g69340 - GO0005554 molecular_function unknown
at_At2g02650 - GO0005554 molecular_function unknown
at_At2g11820 - no entry null
at_At4g10830 - no entry null
at_At4g14620 - GO0005554 molecular_function unknown
at_At5g38400 - GO0005554 molecular_function unknown
at_At1g28180 - no entry null
------------------
Rule 573
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),b_len(_3,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2) = 1
ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,15.0-30.0),a_len(_3,9.0-11.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),alpha_dist(_1,33.33-45.54),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 1
-> class GO0009055 "electron carrier activity"
Evaluation on training data (3815 items):
at_At5g44380 GO0009055 electron carrier activity
at_At1g26380 GO0009055 electron carrier activity
at_At1g26410 GO0009055 electron carrier activity
at_At1g26420 GO0009055 electron carrier activity
at_At1g30700 GO0009055 electron carrier activity
at_At1g30710 GO0009055 electron carrier activity
at_At1g30730 GO0009055 electron carrier activity
at_At2g34790 GO0009055 electron carrier activity
at_At4g20840 GO0009055 electron carrier activity
at_At4g20860 GO0009055 electron carrier activity
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0009055': 23/3815 (0.60%)
Evaluation on validation data (1925 items):
at_At1g01980 GO0009055 electron carrier activity
at_At3g44480 - GO0030275 LRR-domain binding
at_At4g20820 GO0009055 electron carrier activity
at_At4g31210 - GO0003677 DNA binding
GO0003917 DNA topoisomerase type I activity
at_At5g59190 - GO0004289 subtilase activity
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'GO0009055': 10/1925 (0.52%)
Evaluation on propertest data (2943 items):
at_At1g68560 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g76810 - GO0008135 translation factor activity\, nucleic acid binding
at_At2g34810 GO0009055 electron carrier activity
at_At1g11770 GO0009055 electron carrier activity
at_At3g26720 - GO0004559 alpha-mannosidase activity
at_At3g54720 - GO0009980 glutamate carboxypeptidase activity
GO0016805 dipeptidase activity
at_At4g21630 - GO0004289 subtilase activity
at_At5g44360 GO0009055 electron carrier activity
at_At5g44390 GO0009055 electron carrier activity
at_At5g44440 GO0009055 electron carrier activity
at_At5g53460 - GO0016040 glutamate synthase (NADH) activity
at_At1g26390 GO0009055 electron carrier activity
at_At1g30720 GO0009055 electron carrier activity
at_At1g30740 GO0009055 electron carrier activity
Propertest Accuracy: 8/14 (57.14%)
Propertest Frequency class 'GO0009055': 23/2943 (0.78%)
New (unknown) data (1925 items):
at_At1g03060 - GO0005554 molecular_function unknown
at_At5g61350 - GO0016301 kinase activity
at_At2g23200 - GO0016301 kinase activity
at_At3g45420 - GO0016301 kinase activity
at_At1g16290 - GO0005554 molecular_function unknown
at_At4g04420 - no entry null
at_At4g10710 - GO0005554 molecular_function unknown
at_At4g20800 - GO0005554 molecular_function unknown
at_At5g24010 - GO0016301 kinase activity
at_At1g58240 - no entry null
at_At1g63940 - no entry null
at_At2g07550 - no entry null
at_At3g49680 - GO0003824 catalytic activity
at_At1g26140 - GO0005554 molecular_function unknown
at_At1g34570 - GO0005554 molecular_function unknown
at_At2g05960 - no entry null
at_At3g17420 - GO0016301 kinase activity
at_At3g31970 - no entry null
at_At1g16130 - GO0016301 kinase activity
at_At4g02660 - GO0005554 molecular_function unknown
at_At4g27080 - no entry null
at_At4g29450 - GO0016301 kinase activity
at_At5g20050 - GO0016301 kinase activity
at_At1g28380 - GO0005554 molecular_function unknown
------------------
Rule 1021
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,c,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_5,3.0-6.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),coil_dist(_1,1.54-41.76),b_len(_3,1.0-3.0) = 1
-> class GO0015036 "disulfide oxidoreductase activity"
Evaluation on training data (3815 items):
at_At1g06830 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g30540 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0015036': 37/3815 (0.97%)
Evaluation on validation data (1925 items):
at_At2g46110 - GO0003864 3-methyl-2-oxobutanoate hydroxymethyltransferase activity
at_At2g47870 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62950 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0015036': 17/1925 (0.88%)
Evaluation on propertest data (2943 items):
at_At3g62930 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62960 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15670 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15680 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0015036': 29/2943 (0.99%)
New (unknown) data (1925 items):
at_At1g21770 - GO0005554 molecular_function unknown
at_At1g67080 - GO0005554 molecular_function unknown
at_At1g08630 - no entry null
at_At3g14060 - GO0005554 molecular_function unknown
at_At3g42810 - GO0005554 molecular_function unknown
at_At3g50450 - GO0005554 molecular_function unknown
at_At3g50460 - GO0005554 molecular_function unknown
at_At4g11020 - GO0005554 molecular_function unknown
at_At4g13180 - GO0016491 oxidoreductase activity
at_At5g18210 - GO0016491 oxidoreductase activity
at_At5g35520 - GO0005554 molecular_function unknown
at_At3g57950 - GO0005554 molecular_function unknown
at_At4g22600 - GO0005554 molecular_function unknown
at_At5g37880 - GO0005554 molecular_function unknown
at_At1g43260 - GO0005554 molecular_function unknown
at_At1g54120 - GO0005554 molecular_function unknown
at_At1g66030 - GO0015034 cytochrome P450 activity
at_At1g68230 - GO0005554 molecular_function unknown
at_At1g77890 - GO0005554 molecular_function unknown
at_At3g21460 - no entry null
at_At3g43840 - GO0005554 molecular_function unknown
at_At3g49420 - GO0005554 molecular_function unknown
at_At3g50470 - GO0005554 molecular_function unknown
at_At5g01430 - GO0005554 molecular_function unknown
------------------
Rule 1538
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
ss(_1,_3,a,_2),c_len(_2,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,9.0-11.0) = 1
-> class GO0015399 "primary active transporter activity"
Evaluation on training data (3815 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0015399': 117/3815 (3.07%)
Evaluation on validation data (1925 items):
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'GO0015399': 30/1925 (1.56%)
Evaluation on propertest data (2943 items):
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g10010 - GO0015359 amino acid permease activity
at_At2g47800 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g13420 - GO0015079 potassium ion transporter activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30420 GO0004009 ATP-binding cassette (ABC) transporter activity
Propertest Accuracy: 8/10 (80.00%)
Propertest Frequency class 'GO0015399': 62/2943 (2.11%)
New (unknown) data (1925 items):
at_At5g49670 - GO0005554 molecular_function unknown
at_At3g60070 - GO0005554 molecular_function unknown
at_At5g55490 - GO0005554 molecular_function unknown
at_At1g69480 - GO0005554 molecular_function unknown
at_At5g58100 - GO0005554 molecular_function unknown
------------------
Rule 1063
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,23.6-33.33),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,15.0-30.0),a_len(_2,9.0-11.0) = 1
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 1
ss(_1,_3,b,_2),b_len(_3,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76),c_len(_2,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,6.0-9.0),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
-> class GO0016684 "oxidoreductase activity\, acting on peroxide as acceptor"
Evaluation on training data (3815 items):
at_At5g51890 GO0004601 peroxidase activity
at_At5g58400 GO0004601 peroxidase activity
at_At5g66390 GO0004601 peroxidase activity
at_At1g71695 GO0004601 peroxidase activity
at_At1g77100 GO0004601 peroxidase activity
at_At2g18140 GO0004601 peroxidase activity
at_At2g35380 GO0004601 peroxidase activity
at_At2g43480 GO0004601 peroxidase activity
at_At3g28200 GO0004601 peroxidase activity
at_At3g49960 GO0004601 peroxidase activity
at_At4g08770 GO0004601 peroxidase activity
at_At4g08780 GO0004601 peroxidase activity
at_At4g16270 GO0004601 peroxidase activity
at_At4g17690 GO0004601 peroxidase activity
at_At4g30170 GO0004601 peroxidase activity
at_At5g05340 GO0004601 peroxidase activity
at_At5g15180 GO0004601 peroxidase activity
at_At5g19890 GO0004601 peroxidase activity
Training Accuracy: 18/18 (100.00%)
Training Frequency class 'GO0016684': 39/3815 (1.02%)
Evaluation on validation data (1925 items):
at_At2g41480 GO0004601 peroxidase activity
at_At4g16190 - GO0008234 cysteine-type peptidase activity
at_At4g25980 GO0004601 peroxidase activity
at_At4g31760 GO0004601 peroxidase activity
at_At4g37520 GO0004601 peroxidase activity
at_At5g14130 GO0004601 peroxidase activity
at_At5g20950 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g28250 - GO0008234 cysteine-type peptidase activity
at_At1g50140 - GO0016887 ATPase activity
Validation Accuracy: 5/9 (55.56%)
Validation Frequency class 'GO0016684': 20/1925 (1.04%)
Evaluation on propertest data (2943 items):
at_At1g03930 - GO0004712 protein threonine/tyrosine kinase activity
GO0016301 kinase activity
at_At1g55970 - GO0004402 histone acetyltransferase activity
at_At1g58060 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g59610 - GO0003924 GTPase activity
GO0008549 dynamin GTPase activity
at_At1g79310 - GO0005554 molecular_function unknown
GO0030693 caspase activity
at_At2g22420 GO0004601 peroxidase activity
at_At2g34560 - GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g37130 GO0004601 peroxidase activity
GO0005554 molecular_function unknown
at_At3g26730 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g50650 - GO0003700 transcription factor activity
at_At1g14030 - GO0030785 [ribulose-bisphosphate carboxylase]-lysine N-methyltransferase activity
at_At1g14540 GO0004601 peroxidase activity
at_At1g16710 - GO0003712 transcription cofactor activity
at_At4g36430 GO0004601 peroxidase activity
at_At1g31100 - GO0003964 RNA-directed DNA polymerase activity
Propertest Accuracy: 4/15 (26.67%)
Propertest Frequency class 'GO0016684': 33/2943 (1.12%)
New (unknown) data (1925 items):
at_At2g12310 - no entry null
at_At2g19410 - GO0016301 kinase activity
at_At2g32910 - GO0005554 molecular_function unknown
at_At2g36540 - GO0005554 molecular_function unknown
at_At2g46980 - GO0005554 molecular_function unknown
at_At3g10010 - no entry null
at_At3g19330 - GO0005554 molecular_function unknown
at_At3g27550 - GO0005554 molecular_function unknown
at_At3g44200 - GO0016301 kinase activity
at_At3g44340 - GO0005554 molecular_function unknown
at_At3g50130 - GO0005554 molecular_function unknown
at_At3g50140 - GO0005554 molecular_function unknown
at_At3g60470 - GO0005554 molecular_function unknown
at_At4g15180 - GO0005554 molecular_function unknown
at_At4g21070 - GO0005554 molecular_function unknown
at_At5g23850 - GO0005554 molecular_function unknown
at_At5g33310 - no entry null
at_At4g10010 - GO0016301 kinase activity
at_At4g16100 - GO0005554 molecular_function unknown
at_At5g04050 - GO0005554 molecular_function unknown
at_At5g22560 - GO0005554 molecular_function unknown
at_At5g51220 - GO0005554 molecular_function unknown
at_At5g58510 - GO0005554 molecular_function unknown
at_At1g04890 - GO0005554 molecular_function unknown
at_At1g80350 - no entry null
at_At2g06750 - GO0005554 molecular_function unknown
at_At2g29970 - GO0005554 molecular_function unknown
at_At1g09600 - GO0016301 kinase activity
at_At3g12920 - GO0005554 molecular_function unknown
at_At3g47200 - GO0005554 molecular_function unknown
at_At3g47850 - GO0005554 molecular_function unknown
at_At4g10900 - no entry null
at_At4g19100 - no entry null
at_At5g33260 - no entry null
at_At5g44290 - GO0016301 kinase activity
at_At5g62990 - GO0005554 molecular_function unknown
at_At5g64960 - GO0016301 kinase activity
------------------
Rule 353
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,15.0-30.0),a_len(_2,15.0-30.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,3.0-6.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,11.94-19.41),coil_dist(_1,48.08-53.24),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
ss(_1,_3,b,_2),a_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),alpha_dist(_1,23.6-33.33) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,11.94-19.41),c_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,15.0-30.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,19.41-29.93),c_len(_2,15.0-30.0),a_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),b_len(_4,3.0-6.0) = 1
-> class GO0016705 "oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen"
Evaluation on training data (3815 items):
at_At1g30040 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g52790 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g60980 GO0045544 gibberellin 20-oxidase activity
at_At2g44800 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g15540 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g10500 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g16770 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g07200 GO0045544 gibberellin 20-oxidase activity
at_At5g20400 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0016705': 47/3815 (1.23%)
Evaluation on validation data (1925 items):
at_At1g02400 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g77330 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At2g19590 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g06290 - GO0003997 acyl-CoA oxidase activity
at_At3g55260 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g25300 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g20550 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g36890 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Validation Accuracy: 3/8 (37.50%)
Validation Frequency class 'GO0016705': 17/1925 (0.88%)
Evaluation on propertest data (2943 items):
at_At1g35910 - GO0004805 trehalose-phosphatase activity
at_At1g49390 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At1g60710 - GO0003700 transcription factor activity
at_At3g60120 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g14120 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g16330 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At5g43600 - GO0008237 metallopeptidase activity
at_At1g27480 - GO0004607 phosphatidylcholine-sterol O-acyltransferase activity
at_At1g28030 GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
Propertest Accuracy: 4/9 (44.44%)
Propertest Frequency class 'GO0016705': 48/2943 (1.63%)
New (unknown) data (1925 items):
at_At5g43590 - GO0045735 nutrient reservoir activity
at_At2g19620 - GO0005554 molecular_function unknown
at_At2g19990 - GO0005554 molecular_function unknown
at_At2g26560 - GO0045735 nutrient reservoir activity
at_At3g49620 - GO0016491 oxidoreductase activity
at_At4g25330 - GO0005554 molecular_function unknown
at_At2g32520 - GO0016787 hydrolase activity
at_At3g23570 - GO0016787 hydrolase activity
at_At1g13700 - GO0003824 catalytic activity
at_At5g11480 - GO0005554 molecular_function unknown
at_At5g41850 - GO0005554 molecular_function unknown
at_At1g33990 - GO0016787 hydrolase activity
at_At1g73750 - GO0005554 molecular_function unknown
at_At1g78210 - GO0016787 hydrolase activity
at_At3g21420 - no entry null
at_At3g57740 - GO0016301 kinase activity
at_At4g36530 - GO0016787 hydrolase activity
at_At5g53400 - GO0005554 molecular_function unknown
------------------
Rule 927
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),alpha_dist(_1,33.33-45.54),c_len(_2,30.0-1200.0) = 1
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 1
-> class GO0016757 "transferase activity\, transferring glycosyl groups"
Evaluation on training data (3815 items):
at_At1g01420 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22360 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g65550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g66690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g30530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g50580 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g64910 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g15490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g22930 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g28080 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g30150 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g31790 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36770 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g43840 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g16520 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g22250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g29630 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46660 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46700 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15280 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15500 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g27570 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g03490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g05870 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g12890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17050 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g38040 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
Training Accuracy: 32/32 (100.00%)
Training Frequency class 'GO0016757': 155/3815 (4.06%)
Evaluation on validation data (1925 items):
at_At1g01390 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g64920 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g43820 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g45400 - GO0016614 oxidoreductase activity\, acting on CH-OH group of donors
at_At3g46670 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46680 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g50740 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g53150 GO0008194 UDP-glycosyltransferase activity
at_At4g15260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g34910 - GO0008026 ATP-dependent helicase activity
at_At5g05880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g38010 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g45920 - GO0016789 carboxylic ester hydrolase activity
at_At5g62930 - GO0016789 carboxylic ester hydrolase activity
Validation Accuracy: 15/19 (78.95%)
Validation Frequency class 'GO0016757': 96/1925 (4.99%)
Evaluation on propertest data (2943 items):
at_At1g59950 - GO0004033 aldo-keto reductase activity
at_At1g73740 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g78270 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g18560 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g18570 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36790 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g46720 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g53160 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55700 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55710 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g24190 - GO0003754 chaperone activity
GO0005524 ATP binding
at_At4g27560 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g34131 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g34135 GO0008194 UDP-glycosyltransferase activity
at_At4g34138 GO0008194 UDP-glycosyltransferase activity
at_At5g05900 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17040 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22370 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g26310 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g54060 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g59580 GO0008194 UDP-glycosyltransferase activity
at_At5g59590 GO0008194 UDP-glycosyltransferase activity
Propertest Accuracy: 24/26 (92.31%)
Propertest Frequency class 'GO0016757': 140/2943 (4.76%)
New (unknown) data (1925 items):
at_At1g53760 - GO0005554 molecular_function unknown
at_At5g24840 - GO0005554 molecular_function unknown
at_At1g34780 - GO0005554 molecular_function unknown
at_At5g15940 - GO0016491 oxidoreductase activity
at_At5g33270 - no entry null
------------------
Rule 902
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_3,6.0-9.0) = 0
ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),coil_dist(_1,1.54-41.76),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),c_len(_2,15.0-30.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_6,a,_5),notequal(_6,_2),notequal(_6,_4),notequal(_6,_3),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_7,a,_6),notequal(_7,_4),notequal(_7,_5),notequal(_7,_2),notequal(_7,_3),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),alpha_dist(_1,45.54-101.0),c_len(_2,6.0-9.0),a_len(_3,3.0-6.0) = 1
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 0
-> class GO0016765 "transferase activity\, transferring alkyl or aryl (other than methyl) groups"
Evaluation on training data (3815 items):
at_At1g02920 GO0004364 glutathione transferase activity
at_At1g02930 GO0004364 glutathione transferase activity
at_At1g53680 GO0004364 glutathione transferase activity
at_At1g59670 GO0004364 glutathione transferase activity
at_At1g68460 GO0009824 adenylate dimethylallyltransferase activity
at_At1g78320 GO0004364 glutathione transferase activity
at_At1g78360 GO0004364 glutathione transferase activity
GO0004672 protein kinase activity
at_At1g78370 GO0004364 glutathione transferase activity
at_At1g78380 GO0004364 glutathione transferase activity
at_At2g29450 GO0004364 glutathione transferase activity
at_At2g29490 GO0004364 glutathione transferase activity
at_At2g30860 GO0004364 glutathione transferase activity
at_At3g09270 GO0004364 glutathione transferase activity
at_At1g10360 GO0004364 glutathione transferase activity
at_At3g29430 GO0004311 farnesyltranstransferase activity
at_At3g43800 GO0004364 glutathione transferase activity
at_At1g17170 GO0004364 glutathione transferase activity
GO0004672 protein kinase activity
Training Accuracy: 17/17 (100.00%)
Training Frequency class 'GO0016765': 51/3815 (1.34%)
Evaluation on validation data (1925 items):
at_At1g05480 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g74590 GO0004364 glutathione transferase activity
at_At2g02930 GO0004364 glutathione transferase activity
at_At1g10370 GO0004364 glutathione transferase activity
at_At2g29470 GO0004364 glutathione transferase activity
at_At2g47730 GO0004364 glutathione transferase activity
at_At3g10920 - GO0008383 manganese superoxide dismutase activity
at_At5g17220 GO0004364 glutathione transferase activity
at_At5g41240 GO0004364 glutathione transferase activity
at_At1g27140 GO0004364 glutathione transferase activity
Validation Accuracy: 8/10 (80.00%)
Validation Frequency class 'GO0016765': 25/1925 (1.30%)
Evaluation on propertest data (2943 items):
at_At1g49860 GO0004364 glutathione transferase activity
at_At1g60550 - GO0008935 naphthoate synthase activity
at_At1g69930 GO0004364 glutathione transferase activity
at_At1g76790 - GO0008171 O-methyltransferase activity
at_At1g78340 GO0004364 glutathione transferase activity
at_At2g02390 GO0004364 glutathione transferase activity
at_At2g26150 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At2g29420 GO0004364 glutathione transferase activity
at_At2g29440 GO0004364 glutathione transferase activity
at_At2g29480 GO0004364 glutathione transferase activity
at_At2g30870 GO0004364 glutathione transferase activity
at_At2g39290 - GO0008444 CDP-diacylglycerol-glycerol-3-phosphate 3-phosphatidyltransferase activity
GO0017169 CDP-alcohol phosphatidyltransferase activity
at_At3g17100 - GO0003700 transcription factor activity
at_At3g60100 - GO0004108 citrate (Si)-synthase activity
at_At3g62760 GO0004364 glutathione transferase activity
at_At4g02520 GO0004364 glutathione transferase activity
at_At1g17180 GO0004364 glutathione transferase activity
at_At1g17190 GO0004364 glutathione transferase activity
at_At4g38810 - GO0005509 calcium ion binding
at_At5g16310 - GO0004221 ubiquitin thiolesterase activity
at_At5g41210 GO0004364 glutathione transferase activity
at_At5g41220 GO0004364 glutathione transferase activity
at_At5g43010 - GO0016887 ATPase activity
at_At1g25410 GO0009824 adenylate dimethylallyltransferase activity
at_At1g27130 GO0004364 glutathione transferase activity
Propertest Accuracy: 16/25 (64.00%)
Propertest Frequency class 'GO0016765': 42/2943 (1.43%)
New (unknown) data (1925 items):
at_At5g56120 - GO0005554 molecular_function unknown
at_At1g26160 - GO0003824 catalytic activity
at_At1g49820 - no entry null
at_At1g52410 - GO0005554 molecular_function unknown
at_At1g59720 - GO0005554 molecular_function unknown
at_At1g67110 - GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g71170 - no entry null
at_At1g73970 - GO0005554 molecular_function unknown
at_At2g21960 - GO0005554 molecular_function unknown
at_At2g26170 - GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At2g30200 - GO0005554 molecular_function unknown
at_At2g35440 - no entry null
at_At3g08640 - GO0005554 molecular_function unknown
at_At3g13580 - GO0003735 structural constituent of ribosome
at_At3g61210 - GO0005554 molecular_function unknown
at_At4g08560 - GO0005554 molecular_function unknown
at_At4g27120 - GO0005554 molecular_function unknown
at_At4g32910 - GO0005554 molecular_function unknown
at_At4g35340 - no entry null
at_At4g37660 - GO0003735 structural constituent of ribosome
at_At5g10910 - no entry null
at_At5g15610 - GO0005554 molecular_function unknown
at_At5g34820 - GO0005554 molecular_function unknown
at_At5g37420 - GO0005554 molecular_function unknown
at_At1g65280 - GO0003754 chaperone activity
at_At1g65950 - GO0005554 molecular_function unknown
at_At2g04750 - GO0005554 molecular_function unknown
at_At2g17110 - GO0005554 molecular_function unknown
at_At3g29530 - no entry null
at_At3g60400 - GO0005554 molecular_function unknown
at_At1g17940 - GO0005554 molecular_function unknown
at_At4g29560 - GO0005554 molecular_function unknown
at_At5g03060 - GO0005554 molecular_function unknown
at_At5g25080 - GO0005554 molecular_function unknown
at_At5g58030 - GO0005554 molecular_function unknown
at_At1g45000 - no entry null
at_At1g55480 - GO0005554 molecular_function unknown
at_At1g57610 - GO0005554 molecular_function unknown
at_At1g80750 - GO0003735 structural constituent of ribosome
at_At2g04000 - GO0005554 molecular_function unknown
at_At2g04740 - GO0005515 protein binding
at_At2g34980 - GO0016740 transferase activity
at_At3g26780 - GO0003824 catalytic activity
at_At3g29370 - GO0005554 molecular_function unknown
at_At3g47320 - GO0005554 molecular_function unknown
at_At3g51770 - GO0005554 molecular_function unknown
at_At3g54860 - GO0008565 protein transporter activity
at_At4g00380 - GO0005554 molecular_function unknown
at_At4g04250 - GO0005554 molecular_function unknown
at_At4g24090 - GO0005554 molecular_function unknown
at_At4g28210 - GO0005554 molecular_function unknown
------------------
Rule 848
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2) = 1
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,9.0-11.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,30.0-1200.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,60.98-101.0),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 0
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3815 items):
at_At5g44700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g48940 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g56040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g28440 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g66150 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g26330 GO0019199 transmembrane receptor protein kinase activity
at_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g08590 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g09970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g45340 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g45780 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g20140 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17240 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17250 GO0004672 protein kinase activity
GO0005515 protein binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g07280 GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At5g40440 GO0004708 MAP kinase kinase activity
Training Accuracy: 39/39 (100.00%)
Training Frequency class 'GO0016772': 258/3815 (6.76%)
Evaluation on validation data (1925 items):
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g16250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g34220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g39270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g51350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g53890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g65700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g65710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Validation Accuracy: 13/13 (100.00%)
Validation Frequency class 'GO0016772': 135/1925 (7.01%)
Evaluation on propertest data (2943 items):
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g24230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g33170 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g47890 - GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g14350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g17840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47580 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g57830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g20270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g10020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g49780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g51560 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 18/19 (94.74%)
Propertest Frequency class 'GO0016772': 214/2943 (7.27%)
New (unknown) data (1925 items):
at_At5g49290 - GO0005515 protein binding
at_At5g49750 - GO0005515 protein binding
at_At5g56140 - GO0003676 nucleic acid binding
at_At5g57510 - GO0005554 molecular_function unknown
at_At5g62230 - GO0016301 kinase activity
at_At1g24160 - GO0005554 molecular_function unknown
at_At1g33600 - GO0005515 protein binding
at_At1g33610 - GO0005515 protein binding
at_At1g49750 - GO0005554 molecular_function unknown
at_At1g03440 - GO0005515 protein binding
at_At1g55050 - GO0005554 molecular_function unknown
at_At1g55340 - GO0005554 molecular_function unknown
at_At1g55610 - GO0016301 kinase activity
at_At1g55900 - GO0005554 molecular_function unknown
at_At1g58190 - GO0005515 protein binding
at_At1g69220 - GO0016301 kinase activity
at_At1g71390 - GO0005515 protein binding
at_At1g74200 - GO0005515 protein binding
at_At2g15080 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g20470 - GO0016301 kinase activity
at_At2g24160 - no entry null
at_At2g25640 - GO0005554 molecular_function unknown
at_At2g26380 - GO0005515 protein binding
at_At2g32660 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33030 - GO0005515 protein binding
at_At2g42800 - GO0005515 protein binding
at_At2g47300 - GO0005554 molecular_function unknown
at_At3g08620 - GO0003676 nucleic acid binding
at_At3g11010 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g17640 - GO0005515 protein binding
at_At3g20820 - GO0005515 protein binding
at_At3g23110 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24900 - GO0005515 protein binding
at_At3g25010 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g28890 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g43740 - GO0005515 protein binding
at_At1g13230 - GO0005515 protein binding
at_At3g53240 - GO0005515 protein binding
at_At3g58770 - GO0005554 molecular_function unknown
at_At4g03010 - GO0005515 protein binding
at_At1g15740 - GO0005515 protein binding
at_At1g16500 - GO0005554 molecular_function unknown
at_At4g04220 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g05300 - GO0005554 molecular_function unknown
at_At4g13810 - GO0005515 protein binding
at_At4g13900 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g06860 - GO0005515 protein binding
at_At5g11860 - GO0005554 molecular_function unknown
at_At5g21090 - GO0005515 protein binding
at_At5g23400 - GO0005515 protein binding
at_At5g25550 - no entry null
at_At5g27060 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g27240 - GO0003754 chaperone activity
at_At1g67250 - no entry null
at_At2g33050 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g34930 - GO0005515 protein binding
at_At3g19020 - GO0005515 protein binding
at_At3g23010 - GO0005515 protein binding
at_At3g23120 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g25670 - GO0005515 protein binding
at_At3g26890 - GO0005554 molecular_function unknown
at_At3g44450 - GO0005554 molecular_function unknown
at_At1g11130 - GO0005515 protein binding
at_At3g52100 - GO0005554 molecular_function unknown
at_At3g62460 - GO0005554 molecular_function unknown
at_At4g02090 - GO0005554 molecular_function unknown
at_At4g13880 - GO0005515 protein binding
at_At4g13920 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g07910 - GO0005515 protein binding
at_At5g12940 - GO0005515 protein binding
at_At5g22390 - GO0005554 molecular_function unknown
at_At5g28140 - GO0005554 molecular_function unknown
at_At5g48090 - GO0005554 molecular_function unknown
at_At5g61240 - GO0005515 protein binding
at_At5g65830 - GO0005515 protein binding
at_At1g33670 - GO0005515 protein binding
at_At1g47570 - GO0005554 molecular_function unknown
at_At1g33590 - GO0005515 protein binding
at_At1g48790 - GO0005554 molecular_function unknown
at_At1g54480 - GO0005515 protein binding
at_At1g56280 - GO0005554 molecular_function unknown
at_At1g65380 - GO0005057 receptor signaling protein activity
GO0005515 protein binding
at_At1g71400 - GO0005515 protein binding
at_At1g73070 - GO0005515 protein binding
at_At1g74180 - GO0005515 protein binding
at_At1g79060 - GO0005554 molecular_function unknown
at_At1g80080 - GO0004872 receptor activity
GO0005515 protein binding
at_At2g16630 - GO0005554 molecular_function unknown
at_At2g20850 - GO0016301 kinase activity
at_At2g25440 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g25720 - GO0005554 molecular_function unknown
at_At2g29040 - GO0003824 catalytic activity
at_At2g32680 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33060 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g07730 - GO0005554 molecular_function unknown
at_At3g11220 - GO0005554 molecular_function unknown
at_At3g12145 - GO0004857 enzyme inhibitor activity
at_At3g12610 - GO0000166 nucleotide binding
GO0005515 protein binding
GO0005554 molecular_function unknown
at_At3g15410 - GO0005515 protein binding
at_At3g19320 - no entry null
at_At1g12580 - GO0016301 kinase activity
at_At1g12680 - GO0016301 kinase activity
at_At3g24235 - no entry null
at_At3g24480 - GO0005515 protein binding
at_At3g25020 - GO0005515 protein binding
at_At3g45240 - GO0016301 kinase activity
at_At3g59510 - GO0005515 protein binding
at_At1g13910 - GO0005515 protein binding
at_At4g13820 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g13910 - no entry null
at_At4g20490 - no entry null
at_At4g28560 - GO0005515 protein binding
at_At5g05070 - GO0005554 molecular_function unknown
at_At5g06870 - GO0005515 protein binding
at_At5g07180 - GO0016301 kinase activity
at_At5g25910 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g41230 - no entry null
at_At5g43630 - no entry null
at_At5g45770 - GO0005515 protein binding
at_At5g53030 - GO0005554 molecular_function unknown
at_At5g60550 - GO0016301 kinase activity
at_At5g66890 - no entry null
------------------
Rule 1304
ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 1
ss(_1,_3,b,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 1
ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),beta_dist(_1,5.15-11.94) = 0
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3815 items):
at_At5g43020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g44700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g27190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49160 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g50610 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g25790 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26330 GO0019199 transmembrane receptor protein kinase activity
at_At2g26730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g08720 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g08500 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At4g35780 GO0004672 protein kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Training Accuracy: 33/33 (100.00%)
Training Frequency class 'GO0016772': 258/3815 (6.76%)
Evaluation on validation data (1925 items):
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79620 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g61740 - GO0003677 DNA binding
at_At4g21550 - GO0003700 transcription factor activity
at_At4g39270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g04240 - GO0003700 transcription factor activity
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Validation Accuracy: 6/9 (66.67%)
Validation Frequency class 'GO0016772': 135/1925 (7.01%)
Evaluation on propertest data (2943 items):
at_At1g04790 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g07040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07570 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g08170 - GO0003677 DNA binding
at_At2g40950 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09400 - GO0015071 protein phosphatase type 2C activity
at_At3g14350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g25840 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g03730 GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At5g10020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g13160 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g47010 - GO0003724 RNA helicase activity
Propertest Accuracy: 10/15 (66.67%)
Propertest Frequency class 'GO0016772': 214/2943 (7.27%)
New (unknown) data (1925 items):
at_At5g56780 - GO0005554 molecular_function unknown
at_At5g58950 - GO0016301 kinase activity
at_At5g62760 - GO0005554 molecular_function unknown
at_At1g28240 - GO0005554 molecular_function unknown
at_At1g67890 - GO0016301 kinase activity
at_At1g73460 - GO0016301 kinase activity
at_At1g76360 - GO0016301 kinase activity
at_At2g01820 - no entry null
at_At2g20300 - GO0016301 kinase activity
at_At2g40990 - GO0005554 molecular_function unknown
at_At2g47820 - GO0005554 molecular_function unknown
at_At3g08680 - GO0016301 kinase activity
at_At1g11050 - GO0016301 kinase activity
at_At3g19300 - GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24540 - GO0016301 kinase activity
at_At3g24740 - GO0005554 molecular_function unknown
at_At1g14370 - GO0016301 kinase activity
at_At4g08470 - GO0016301 kinase activity
at_At4g11860 - GO0005554 molecular_function unknown
at_At4g13900 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g33980 - GO0005554 molecular_function unknown
at_At4g34440 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g17910 - GO0005554 molecular_function unknown
at_At5g18500 - GO0016301 kinase activity
at_At5g18610 - GO0016301 kinase activity
at_At5g27240 - GO0003754 chaperone activity
at_At5g35580 - GO0016301 kinase activity
at_At1g01450 - GO0016301 kinase activity
at_At1g61590 - GO0016301 kinase activity
at_At1g70740 - GO0016301 kinase activity
at_At2g05940 - GO0016301 kinase activity
at_At2g07180 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At1g10620 - GO0016301 kinase activity
at_At1g10860 - no entry null
at_At1g11130 - GO0005515 protein binding
at_At4g08480 - GO0016301 kinase activity
at_At1g16760 - GO0016301 kinase activity
at_At1g18160 - GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g05230 - GO0005554 molecular_function unknown
at_At1g24650 - no entry null
at_At5g49760 - GO0016301 kinase activity
at_At1g49270 - no entry null
at_At1g01540 - GO0016301 kinase activity
at_At1g42150 - GO0005554 molecular_function unknown
at_At1g60800 - GO0016301 kinase activity
at_At1g67210 - no entry null
at_At1g69910 - GO0016301 kinase activity
at_At1g72760 - GO0016301 kinase activity
at_At2g14420 - no entry null
at_At2g46350 - no entry null
at_At3g17750 - GO0016301 kinase activity
at_At3g51120 - GO0003676 nucleic acid binding
at_At3g58640 - GO0016301 kinase activity
at_At4g07520 - GO0005554 molecular_function unknown
at_At4g13740 - GO0005554 molecular_function unknown
at_At4g24480 - GO0016301 kinase activity
at_At4g27870 - no entry null
at_At4g30520 - no entry null
at_At4g32620 - GO0005554 molecular_function unknown
at_At5g02290 - GO0016301 kinase activity
at_At5g06940 - GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g37790 - GO0016301 kinase activity
at_At5g48380 - no entry null
at_At5g49470 - GO0016301 kinase activity
at_At5g56890 - GO0016301 kinase activity
------------------
Rule 642
beta_dist(_1,19.41-29.93),alpha_dist(_1,23.6-33.33) = 0
ss(_1,_3,b,_2),a_len(_2,6.0-9.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,30.0-1200.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,6.0-9.0) = 1
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3815 items):
at_At1g35670 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g17890 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At2g31500 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g51850 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g04740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g09570 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g21940 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g38230 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g01810 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g04870 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g12180 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g23580 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g35410 GO0004672 protein kinase activity
GO0016301 kinase activity
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'GO0016772': 258/3815 (6.76%)
Evaluation on validation data (1925 items):
at_At1g74740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g41860 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g14070 - GO0015491 cation\:cation antiporter activity
at_At3g29160 GO0004672 protein kinase activity
at_At4g23650 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g04770 - GO0015171 amino acid transporter activity
GO0015326 cationic amino acid transporter activity
at_At5g19360 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g19450 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
Validation Accuracy: 6/8 (75.00%)
Validation Frequency class 'GO0016772': 135/1925 (7.01%)
Evaluation on propertest data (2943 items):
at_At1g50700 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g76040 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g17290 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23490 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g35310 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
Propertest Accuracy: 4/5 (80.00%)
Propertest Frequency class 'GO0016772': 214/2943 (7.27%)
New (unknown) data (1925 items):
at_At1g26730 - GO0005554 molecular_function unknown
at_At1g64990 - GO0005554 molecular_function unknown
at_At1g76480 - GO0005554 molecular_function unknown
at_At2g17060 - no entry null
at_At2g21720 - GO0005554 molecular_function unknown
at_At2g30360 - GO0016301 kinase activity
at_At3g06960 - GO0005554 molecular_function unknown
at_At1g15110 - no entry null
at_At4g08470 - GO0016301 kinase activity
at_At4g14180 - GO0005554 molecular_function unknown
at_At4g18700 - GO0016301 kinase activity
at_At4g22450 - GO0005554 molecular_function unknown
at_At4g24400 - GO0016301 kinase activity
at_At5g10930 - GO0016301 kinase activity
at_At1g20890 - GO0005554 molecular_function unknown
at_At5g25110 - GO0016301 kinase activity
at_At1g80910 - GO0005554 molecular_function unknown
at_At2g15060 - GO0005554 molecular_function unknown
at_At2g47230 - GO0005554 molecular_function unknown
at_At3g09690 - GO0016787 hydrolase activity
at_At3g47890 - GO0005554 molecular_function unknown
at_At3g60310 - GO0005554 molecular_function unknown
at_At4g25020 - GO0003676 nucleic acid binding
at_At1g53430 - GO0016301 kinase activity
at_At1g71240 - GO0005554 molecular_function unknown
at_At2g46560 - GO0000166 nucleotide binding
at_At1g12680 - GO0016301 kinase activity
at_At4g04510 - GO0016301 kinase activity
at_At4g23260 - no entry null
at_At5g04670 - GO0005554 molecular_function unknown
at_At5g06310 - GO0005554 molecular_function unknown
at_At5g24740 - GO0005554 molecular_function unknown
at_At5g35380 - GO0016301 kinase activity
at_At5g41310 - no entry null
at_At5g52790 - GO0005554 molecular_function unknown
------------------
Rule 658
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),a_len(_2,15.0-30.0) = 1
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,9.0-11.0) = 1
ss(_1,_3,b,_2),a_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,15.0-30.0) = 1
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3815 items):
at_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g61580 GO0003872 6-phosphofructokinase activity
at_At1g51830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g42880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g45860 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g17250 GO0004672 protein kinase activity
GO0005515 protein binding
at_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g21240 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
Training Accuracy: 11/11 (100.00%)
Training Frequency class 'GO0016772': 258/3815 (6.76%)
Evaluation on validation data (1925 items):
at_At1g69990 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01630 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56580 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g18640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g39180 - GO0008526 phosphatidylinositol transporter activity
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g21230 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
Validation Accuracy: 5/8 (62.50%)
Validation Frequency class 'GO0016772': 135/1925 (7.01%)
Evaluation on propertest data (2943 items):
at_At1g35530 - GO0008026 ATP-dependent helicase activity
at_At2g48010 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g14070 - GO0016208 AMP binding
at_At4g23190 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g51560 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'GO0016772': 214/2943 (7.27%)
New (unknown) data (1925 items):
at_At5g54380 - GO0016301 kinase activity
at_At1g51810 - GO0016301 kinase activity
at_At1g69270 - GO0016301 kinase activity
at_At2g28990 - GO0016301 kinase activity
at_At3g45830 - GO0005554 molecular_function unknown
at_At3g56040 - GO0005554 molecular_function unknown
at_At3g60920 - GO0005554 molecular_function unknown
at_At1g16150 - GO0016301 kinase activity
at_At4g04570 - GO0016301 kinase activity
at_At4g11470 - no entry null
at_At4g11480 - GO0016301 kinase activity
at_At4g11530 - GO0016301 kinase activity
at_At5g01560 - GO0016301 kinase activity
at_At1g70530 - GO0016301 kinase activity
at_At1g79670 - GO0016301 kinase activity
at_At2g14400 - no entry null
at_At2g19230 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At4g27300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g51860 - GO0016301 kinase activity
at_At1g51880 - GO0016301 kinase activity
at_At1g69910 - GO0016301 kinase activity
at_At1g72760 - GO0016301 kinase activity
at_At1g78940 - GO0016301 kinase activity
at_At1g80680 - GO0005554 molecular_function unknown
at_At2g04300 - GO0016301 kinase activity
at_At3g08950 - GO0005554 molecular_function unknown
at_At3g21340 - GO0016301 kinase activity
at_At4g00340 - no entry null
at_At4g15970 - GO0005554 molecular_function unknown
at_At4g28670 - GO0016301 kinase activity
at_At4g29450 - GO0016301 kinase activity
at_At4g38830 - GO0016301 kinase activity
at_At5g05740 - no entry null
at_At5g23050 - GO0016874 ligase activity
at_At5g39390 - no entry null
at_At5g42490 - no entry null
at_At5g56890 - GO0016301 kinase activity
at_At5g60300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
------------------
Rule 795
ss(_1,_3,b,_2),b_len(_3,1.0-3.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,9.0-11.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,30.0-1200.0),a_len(_2,6.0-9.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,60.98-101.0),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0),ss(_1,_4,c,_5),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),c_len(_2,6.0-9.0),a_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,1.0-3.0) = 0
-> class GO0016788 "hydrolase activity\, acting on ester bonds"
Evaluation on training data (3815 items):
at_At1g01880 GO0004518 nuclease activity
at_At1g23500 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g42540 GO0003676 nucleic acid binding
GO0008409 5'-3' exonuclease activity
at_At5g45670 GO0016789 carboxylic ester hydrolase activity
at_At5g45960 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g55050 GO0016789 carboxylic ester hydrolase activity
at_At1g28600 GO0016789 carboxylic ester hydrolase activity
at_At1g28610 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g53920 GO0016789 carboxylic ester hydrolase activity
at_At1g53940 GO0016789 carboxylic ester hydrolase activity
at_At1g54000 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g54020 GO0016789 carboxylic ester hydrolase activity
at_At1g54030 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g54790 GO0016789 carboxylic ester hydrolase activity
at_At1g71250 GO0016789 carboxylic ester hydrolase activity
at_At1g75900 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g75910 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g75920 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At2g04570 GO0016789 carboxylic ester hydrolase activity
at_At2g24560 GO0016789 carboxylic ester hydrolase activity
at_At2g30220 GO0016789 carboxylic ester hydrolase activity
at_At2g31540 GO0016789 carboxylic ester hydrolase activity
at_At2g40250 GO0016789 carboxylic ester hydrolase activity
at_At3g11210 GO0016789 carboxylic ester hydrolase activity
at_At3g27950 GO0016789 carboxylic ester hydrolase activity
at_At3g48460 GO0016789 carboxylic ester hydrolase activity
at_At3g50400 GO0016789 carboxylic ester hydrolase activity
at_At4g28780 GO0016789 carboxylic ester hydrolase activity
at_At4g30140 GO0016789 carboxylic ester hydrolase activity
at_At1g20120 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g14450 GO0016789 carboxylic ester hydrolase activity
at_At5g15720 GO0016789 carboxylic ester hydrolase activity
at_At5g33370 GO0016789 carboxylic ester hydrolase activity
Training Accuracy: 33/33 (100.00%)
Training Frequency class 'GO0016788': 268/3815 (7.02%)
Evaluation on validation data (1925 items):
at_At1g67830 GO0016789 carboxylic ester hydrolase activity
at_At1g73610 GO0016789 carboxylic ester hydrolase activity
at_At1g75880 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g75930 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At2g23540 GO0016789 carboxylic ester hydrolase activity
at_At2g31550 GO0016789 carboxylic ester hydrolase activity
at_At2g41690 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At3g09930 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At4g24490 - GO0004663 RAB-protein geranylgeranyltransferase activity
at_At5g03600 GO0016789 carboxylic ester hydrolase activity
at_At5g03820 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g19310 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g22400 - GO0030675 Rac GTPase activator activity
at_At5g45390 - GO0008462 endopeptidase Clp activity
at_At5g56360 - GO0005516 calmodulin binding
at_At5g63430 - GO0003700 transcription factor activity
at_At1g28580 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g54010 GO0016789 carboxylic ester hydrolase activity
Validation Accuracy: 11/18 (61.11%)
Validation Frequency class 'GO0016788': 144/1925 (7.48%)
Evaluation on propertest data (2943 items):
at_At1g71120 GO0016789 carboxylic ester hydrolase activity
at_At1g71691 GO0016789 carboxylic ester hydrolase activity
at_At1g75890 GO0008415 acyltransferase activity
GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g77640 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g14225 GO0016789 carboxylic ester hydrolase activity
at_At3g16370 GO0016789 carboxylic ester hydrolase activity
at_At3g17000 - GO0004840 ubiquitin conjugating enzyme activity
at_At1g11950 - GO0003700 transcription factor activity
at_At3g62280 GO0016789 carboxylic ester hydrolase activity
at_At4g16230 GO0016789 carboxylic ester hydrolase activity
at_At4g26670 - GO0015450 protein translocase activity
at_At4g30640 - GO0004842 ubiquitin-protein ligase activity
at_At4g35590 - GO0003700 transcription factor activity
at_At5g07580 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g08460 GO0016789 carboxylic ester hydrolase activity
at_At5g22810 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28570 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28640 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g29670 GO0016789 carboxylic ester hydrolase activity
at_At1g31550 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
Propertest Accuracy: 13/20 (65.00%)
Propertest Frequency class 'GO0016788': 221/2943 (7.51%)
New (unknown) data (1925 items):
at_At1g03190 - no entry null
at_At1g21730 - no entry null
at_At5g55910 - GO0016301 kinase activity
at_At1g30050 - GO0005554 molecular_function unknown
at_At1g55690 - GO0005215 transporter activity
at_At1g79110 - GO0005554 molecular_function unknown
at_At2g14910 - GO0005554 molecular_function unknown
at_At2g22900 - GO0016740 transferase activity
at_At1g12020 - GO0005554 molecular_function unknown
at_At1g12530 - GO0005554 molecular_function unknown
at_At3g22220 - GO0005554 molecular_function unknown
at_At3g23670 - no entry null
at_At3g26370 - GO0005554 molecular_function unknown
at_At3g29075 - GO0005554 molecular_function unknown
at_At3g31320 - GO0005554 molecular_function unknown
at_At3g52910 - GO0005554 molecular_function unknown
at_At3g63500 - GO0005554 molecular_function unknown
at_At4g00650 - no entry null
at_At4g09290 - GO0005554 molecular_function unknown
at_At4g26600 - GO0005554 molecular_function unknown
at_At4g26780 - GO0003754 chaperone activity
at_At4g33750 - GO0005554 molecular_function unknown
at_At5g01100 - GO0005554 molecular_function unknown
at_At1g19690 - GO0005554 molecular_function unknown
at_At5g24750 - GO0005554 molecular_function unknown
at_At2g19050 - no entry null
at_At3g48890 - GO0005554 molecular_function unknown
at_At1g20130 - no entry null
at_At5g24570 - GO0005554 molecular_function unknown
at_At5g52240 - GO0005554 molecular_function unknown
at_At1g32010 - GO0005554 molecular_function unknown
at_At1g42670 - no entry null
at_At1g03290 - GO0005554 molecular_function unknown
at_At2g42780 - GO0005554 molecular_function unknown
at_At1g10870 - GO0005554 molecular_function unknown
at_At3g22810 - GO0005554 molecular_function unknown
at_At3g26910 - GO0005554 molecular_function unknown
at_At3g46630 - GO0005554 molecular_function unknown
at_At3g54380 - GO0005554 molecular_function unknown
at_At4g01240 - GO0005554 molecular_function unknown
at_At4g07540 - no entry null
at_At1g19080 - GO0005554 molecular_function unknown
at_At4g36490 - GO0005215 transporter activity
at_At5g41310 - no entry null
at_At5g47380 - GO0005554 molecular_function unknown
at_At5g52130 - GO0005554 molecular_function unknown
------------------
Rule 1305
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,3.0-6.0),b_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 1
ss(_1,_3,b,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 1
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),a_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),a_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
-> class GO0017076 "purine nucleotide binding"
Evaluation on training data (3815 items):
at_At5g43020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g44700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g27190 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g50610 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g68400 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74360 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g75640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g24130 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g25790 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g26730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g47090 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g47570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g50230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Training Accuracy: 27/27 (100.00%)
Training Frequency class 'GO0017076': 214/3815 (5.61%)
Evaluation on validation data (1925 items):
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79620 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g61740 - GO0003677 DNA binding
at_At4g39270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g04240 - GO0003700 transcription factor activity
at_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Validation Accuracy: 6/8 (75.00%)
Validation Frequency class 'GO0017076': 89/1925 (4.62%)
Evaluation on propertest data (2943 items):
at_At1g04790 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02780 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g07040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07570 - GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g08170 - GO0003677 DNA binding
at_At3g09400 - GO0015071 protein phosphatase type 2C activity
at_At3g14350 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g25840 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g10020 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 7/11 (63.64%)
Propertest Frequency class 'GO0017076': 162/2943 (5.50%)
New (unknown) data (1925 items):
at_At5g56780 - GO0005554 molecular_function unknown
at_At5g62760 - GO0005554 molecular_function unknown
at_At1g54510 - GO0016301 kinase activity
at_At1g73460 - GO0016301 kinase activity
at_At1g76360 - GO0016301 kinase activity
at_At2g01820 - no entry null
at_At2g11550 - no entry null
at_At2g20300 - GO0016301 kinase activity
at_At2g47820 - GO0005554 molecular_function unknown
at_At3g08680 - GO0016301 kinase activity
at_At1g11050 - GO0016301 kinase activity
at_At3g19300 - GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24540 - GO0016301 kinase activity
at_At3g24740 - GO0005554 molecular_function unknown
at_At3g44200 - GO0016301 kinase activity
at_At1g14370 - GO0016301 kinase activity
at_At4g13900 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g33980 - GO0005554 molecular_function unknown
at_At4g34440 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g18500 - GO0016301 kinase activity
at_At5g18610 - GO0016301 kinase activity
at_At5g27240 - GO0003754 chaperone activity
at_At5g35580 - GO0016301 kinase activity
at_At1g61590 - GO0016301 kinase activity
at_At1g70740 - GO0016301 kinase activity
at_At2g05940 - GO0016301 kinase activity
at_At2g07180 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At1g10620 - GO0016301 kinase activity
at_At1g10860 - no entry null
at_At1g11130 - GO0005515 protein binding
at_At1g16760 - GO0016301 kinase activity
at_At4g32710 - GO0016301 kinase activity
at_At5g22090 - GO0005554 molecular_function unknown
at_At1g24650 - no entry null
at_At5g49760 - GO0016301 kinase activity
at_At1g49270 - no entry null
at_At1g01540 - GO0016301 kinase activity
at_At1g42150 - GO0005554 molecular_function unknown
at_At1g60800 - GO0016301 kinase activity
at_At1g67210 - no entry null
at_At1g69910 - GO0016301 kinase activity
at_At2g14420 - no entry null
at_At2g46350 - no entry null
at_At4g02010 - GO0016301 kinase activity
at_At4g07520 - GO0005554 molecular_function unknown
at_At4g13740 - GO0005554 molecular_function unknown
at_At4g27870 - no entry null
at_At4g30520 - no entry null
at_At5g02290 - GO0016301 kinase activity
at_At5g06940 - GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g28600 - GO0005554 molecular_function unknown
at_At5g37790 - GO0016301 kinase activity
at_At5g48380 - no entry null
at_At1g27090 - GO0005554 molecular_function unknown
at_At5g56890 - GO0016301 kinase activity
------------------
Rule 581
beta_dist(_1,29.93-101.0),coil_dist(_1,1.54-41.76) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,1.0-3.0),a_len(_2,9.0-11.0) = 1
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,41.76-48.08),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,13.03-23.6) = 1
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 0
-> class GO0017076 "purine nucleotide binding"
Evaluation on training data (3815 items):
at_At5g47960 GO0005525 GTP binding
at_At5g59150 GO0005525 GTP binding
at_At5g60860 GO0005525 GTP binding
at_At1g43890 GO0005525 GTP binding
at_At2g31680 GO0005525 GTP binding
at_At2g33870 GO0005525 GTP binding
at_At2g43130 GO0005525 GTP binding
at_At3g09910 GO0005525 GTP binding
at_At3g12160 GO0005525 GTP binding
at_At3g15060 GO0005525 GTP binding
at_At3g53610 GO0005525 GTP binding
at_At4g17530 GO0005525 GTP binding
at_At4g19640 GO0005525 GTP binding
at_At4g39890 GO0005525 GTP binding
at_At5g10260 GO0005525 GTP binding
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0017076': 214/3815 (5.61%)
Evaluation on validation data (1925 items):
at_At1g09630 GO0005525 GTP binding
at_At3g46060 GO0005525 GTP binding
at_At3g46830 GO0005525 GTP binding
at_At4g03930 - GO0030599 pectinesterase activity
at_At4g17170 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g16920 GO0005525 GTP binding
at_At1g28550 GO0005525 GTP binding
Validation Accuracy: 6/7 (85.71%)
Validation Frequency class 'GO0017076': 89/1925 (4.62%)
Evaluation on propertest data (2943 items):
at_At1g02130 GO0005525 GTP binding
at_At1g07410 GO0005525 GTP binding
at_At2g18720 - GO0008135 translation factor activity\, nucleic acid binding
at_At2g24060 - GO0003743 translation initiation factor activity
at_At3g11730 GO0005525 GTP binding
at_At3g16100 GO0005525 GTP binding
at_At3g27740 - GO0004088 carbamoyl-phosphate synthase (glutamine-hydrolyzing) activity
at_At3g52840 - GO0004565 beta-galactosidase activity
at_At4g17160 GO0005525 GTP binding
at_At4g18430 GO0005525 GTP binding
at_At4g18800 GO0005525 GTP binding
at_At5g03520 GO0005525 GTP binding
at_At5g17500 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g64990 GO0005525 GTP binding
Propertest Accuracy: 9/14 (64.29%)
Propertest Frequency class 'GO0017076': 162/2943 (5.50%)
New (unknown) data (1925 items):
at_At5g48790 - GO0005554 molecular_function unknown
at_At5g59670 - GO0016301 kinase activity
at_At1g65020 - GO0005554 molecular_function unknown
at_At1g71360 - GO0005554 molecular_function unknown
at_At1g80210 - GO0005554 molecular_function unknown
at_At2g41640 - GO0005554 molecular_function unknown
at_At2g46750 - GO0005554 molecular_function unknown
at_At3g18180 - GO0005554 molecular_function unknown
at_At4g01650 - GO0005554 molecular_function unknown
at_At4g21700 - GO0005554 molecular_function unknown
at_At4g23950 - GO0005554 molecular_function unknown
at_At5g24490 - no entry null
at_At1g66480 - GO0005554 molecular_function unknown
at_At3g59840 - GO0005554 molecular_function unknown
at_At4g20080 - GO0005554 molecular_function unknown
at_At5g66570 - no entry null
at_At1g78710 - GO0005554 molecular_function unknown
at_At3g07530 - GO0005554 molecular_function unknown
at_At3g08870 - GO0016301 kinase activity
at_At3g19830 - GO0005554 molecular_function unknown
at_At4g18810 - GO0005554 molecular_function unknown
at_At5g52800 - GO0005554 molecular_function unknown
at_At5g55830 - GO0016301 kinase activity
at_At5g63540 - GO0005554 molecular_function unknown
------------------
Rule 849
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),b_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2) = 1
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,9.0-11.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,b,_2),b_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 0
-> class GO0017076 "purine nucleotide binding"
Evaluation on training data (3815 items):
at_At5g48940 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g56040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g28440 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g09970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At4g20140 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0017076': 214/3815 (5.61%)
Evaluation on validation data (1925 items):
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g53890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g65700 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g65710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0017076': 89/1925 (4.62%)
Evaluation on propertest data (2943 items):
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g24230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g33170 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g47580 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g49670 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g20270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g37450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63930 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 11/11 (100.00%)
Propertest Frequency class 'GO0017076': 162/2943 (5.50%)
New (unknown) data (1925 items):
at_At5g49290 - GO0005515 protein binding
at_At5g62230 - GO0016301 kinase activity
at_At1g33600 - GO0005515 protein binding
at_At1g34420 - no entry null
at_At2g15320 - GO0005515 protein binding
at_At2g32660 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g11010 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g17640 - GO0005515 protein binding
at_At3g25010 - GO0005515 protein binding
GO0016301 kinase activity
at_At1g13230 - GO0005515 protein binding
at_At3g53240 - GO0005515 protein binding
at_At4g04220 - GO0005515 protein binding
GO0016301 kinase activity
at_At4g04490 - GO0016301 kinase activity
at_At5g06860 - GO0005515 protein binding
at_At5g21090 - GO0005515 protein binding
at_At5g27060 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33050 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g34930 - GO0005515 protein binding
at_At3g23120 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g26890 - GO0005554 molecular_function unknown
at_At5g61240 - GO0005515 protein binding
at_At1g65380 - GO0005057 receptor signaling protein activity
GO0005515 protein binding
at_At1g68780 - GO0005515 protein binding
at_At1g71400 - GO0005515 protein binding
at_At1g73070 - GO0005515 protein binding
at_At1g74190 - GO0005515 protein binding
at_At2g25440 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33060 - GO0005515 protein binding
GO0016301 kinase activity
at_At3g12610 - GO0000166 nucleotide binding
GO0005515 protein binding
GO0005554 molecular_function unknown
at_At3g24235 - no entry null
at_At1g13910 - GO0005515 protein binding
at_At4g13820 - GO0005515 protein binding
GO0016301 kinase activity
at_At5g05070 - GO0005554 molecular_function unknown
at_At5g25910 - GO0005515 protein binding
GO0016301 kinase activity
------------------
Rule 1241
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),a_len(_3,1.0-3.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,30.0-1200.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,33.33-45.54),c_len(_2,3.0-6.0) = 1
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 1
ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 1
-> class GO0019887 "protein kinase regulator activity"
Evaluation on training data (3815 items):
at_At1g44110 GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g76310 GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g80370 GO0016538 cyclin-dependent protein kinase regulator activity
at_At2g17620 GO0016538 cyclin-dependent protein kinase regulator activity
at_At2g26430 GO0016538 cyclin-dependent protein kinase regulator activity
GO0030332 cyclin binding
at_At1g15570 GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g06150 GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g11300 GO0016538 cyclin-dependent protein kinase regulator activity
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0019887': 17/3815 (0.45%)
Evaluation on validation data (1925 items):
at_At1g70140 - GO0003779 actin binding
at_At1g20610 GO0016538 cyclin-dependent protein kinase regulator activity
at_At4g34610 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g35620 GO0016538 cyclin-dependent protein kinase regulator activity
at_At5g25380 GO0016538 cyclin-dependent protein kinase regulator activity
at_At1g31310 - GO0003700 transcription factor activity
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'GO0019887': 8/1925 (0.42%)
Evaluation on propertest data (2943 items):
at_At1g76570 - GO0016168 chlorophyll binding
at_At1g31630 - GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 0/2 (0.00%)
Propertest Frequency class 'GO0019887': 10/2943 (0.34%)
New (unknown) data (1925 items):
at_At5g62580 - GO0005554 molecular_function unknown
at_At5g63640 - GO0008565 protein transporter activity
at_At1g17070 - GO0003676 nucleic acid binding
at_At4g04980 - GO0005554 molecular_function unknown
at_At5g38650 - no entry null
at_At1g44780 - GO0005554 molecular_function unknown
at_At1g72280 - GO0005554 molecular_function unknown
at_At2g25430 - GO0005488 binding
at_At3g07560 - GO0005554 molecular_function unknown
at_At1g20000 - GO0016986 transcription initiation factor activity
at_At5g35200 - GO0005488 binding
at_At5g61870 - no entry null
------------------
Rule 733
beta_dist(_1,29.93-101.0),coil_dist(_1,1.54-41.76) = 1
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),b_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,6.0-9.0) = 1
-> class GO0030414 "protease inhibitor activity"
Evaluation on training data (3815 items):
at_At1g62160 GO0004867 serine-type endopeptidase inhibitor activity
at_At1g62170 GO0004867 serine-type endopeptidase inhibitor activity
at_At1g64010 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g35590 GO0004867 serine-type endopeptidase inhibitor activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0030414': 12/3815 (0.31%)
Evaluation on validation data (1925 items):
at_At2g25240 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g35580 GO0004867 serine-type endopeptidase inhibitor activity
at_At3g45220 GO0004867 serine-type endopeptidase inhibitor activity
at_At1g47710 GO0004867 serine-type endopeptidase inhibitor activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0030414': 8/1925 (0.42%)
Evaluation on propertest data (2943 items):
at_At1g64030 GO0004867 serine-type endopeptidase inhibitor activity
at_At2g26390 GO0004867 serine-type endopeptidase inhibitor activity
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'GO0030414': 13/2943 (0.44%)
New (unknown) data (1925 items):
at_At1g02570 - GO0005554 molecular_function unknown
at_At1g35310 - GO0005554 molecular_function unknown
at_At1g70850 - GO0005554 molecular_function unknown
at_At2g32360 - GO0005554 molecular_function unknown
at_At2g36090 - GO0005554 molecular_function unknown
at_At3g18370 - GO0005554 molecular_function unknown
at_At4g19390 - GO0005554 molecular_function unknown
at_At5g05950 - GO0005554 molecular_function unknown
at_At5g19590 - GO0005554 molecular_function unknown
at_At2g35560 - no entry null
at_At3g52470 - GO0005554 molecular_function unknown
at_At5g13070 - GO0005554 molecular_function unknown
at_At1g30990 - GO0005554 molecular_function unknown
at_At1g35260 - GO0005554 molecular_function unknown
at_At1g55280 - GO0005554 molecular_function unknown
at_At1g70830 - GO0005554 molecular_function unknown
at_At1g80800 - no entry null
at_At2g14570 - GO0005554 molecular_function unknown
at_At2g27310 - GO0005554 molecular_function unknown
at_At3g60710 - GO0005554 molecular_function unknown
at_At4g23680 - GO0005554 molecular_function unknown
at_At5g14300 - GO0005554 molecular_function unknown
------------------
Rule 1519
beta_dist(_1,5.15-11.94),coil_dist(_1,1.54-41.76) = 1
ss(_1,_3,b,_2),c_len(_2,6.0-9.0),b_len(_3,11.0-15.0) = 1
-> class GO0030551 "cyclic nucleotide binding"
Evaluation on training data (3815 items):
at_At1g01340 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At3g48010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0030551': 12/3815 (0.31%)
Evaluation on validation data (1925 items):
at_At3g51820 - GO0046408 chlorophyll synthetase activity
at_At1g15990 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g30560 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'GO0030551': 7/1925 (0.36%)
Evaluation on propertest data (2943 items):
at_At1g16370 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g20570 - GO0005554 molecular_function unknown
GO0015631 tubulin binding
GO0016757 transferase activity\, transferring glycosyl groups
Propertest Accuracy: 0/2 (0.00%)
Propertest Frequency class 'GO0030551': 8/2943 (0.27%)
New (unknown) data (1925 items):
at_At1g04570 - GO0005215 transporter activity
at_At3g11680 - GO0005554 molecular_function unknown
at_At3g17340 - GO0008565 protein transporter activity
at_At3g23430 - GO0005554 molecular_function unknown
at_At3g27670 - GO0005554 molecular_function unknown
at_At4g09810 - GO0005554 molecular_function unknown
at_At5g03800 - GO0003824 catalytic activity
at_At2g03410 - GO0005554 molecular_function unknown
at_At4g26020 - GO0005554 molecular_function unknown
at_At5g07120 - GO0005554 molecular_function unknown
at_At5g39060 - no entry null
at_At5g47540 - GO0005554 molecular_function unknown
at_At1g72270 - GO0005554 molecular_function unknown
at_At4g17270 - GO0005554 molecular_function unknown
at_At5g06810 - GO0005554 molecular_function unknown
at_At5g18940 - GO0005554 molecular_function unknown
------------------
Rule 1330
ss(_1,_3,a,_2),c_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
ss(_1,_3,a,_2),c_len(_2,15.0-30.0),a_len(_3,11.0-15.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_3,6.0-9.0) = 1
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 0
ss(_1,_3,c,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,15.0-30.0) = 1
ss(_1,_3,c,_2),a_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),c_len(_2,15.0-30.0),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2) = 0
ss(_1,_3,a,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
-> class GO0046910 "pectinesterase inhibitor activity"
Evaluation on training data (3815 items):
at_At1g02550 GO0046910 pectinesterase inhibitor activity
at_At5g46930 GO0046910 pectinesterase inhibitor activity
at_At5g46960 GO0046910 pectinesterase inhibitor activity
at_At5g46980 GO0046910 pectinesterase inhibitor activity
at_At5g46990 GO0046910 pectinesterase inhibitor activity
at_At5g50050 GO0046910 pectinesterase inhibitor activity
at_At5g50070 GO0046910 pectinesterase inhibitor activity
at_At1g54980 GO0046910 pectinesterase inhibitor activity
at_At1g60760 GO0046910 pectinesterase inhibitor activity
at_At1g70720 GO0046910 pectinesterase inhibitor activity
at_At3g17150 GO0046910 pectinesterase inhibitor activity
at_At3g47380 GO0046910 pectinesterase inhibitor activity
at_At3g47670 GO0046910 pectinesterase inhibitor activity
at_At4g00080 GO0046910 pectinesterase inhibitor activity
at_At1g14890 GO0046910 pectinesterase inhibitor activity
at_At4g25250 GO0046910 pectinesterase inhibitor activity
at_At4g25260 GO0046910 pectinesterase inhibitor activity
at_At5g20740 GO0046910 pectinesterase inhibitor activity
Training Accuracy: 18/18 (100.00%)
Training Frequency class 'GO0046910': 29/3815 (0.76%)
Evaluation on validation data (1925 items):
at_At1g03140 - GO0008248 pre-mRNA splicing factor activity
at_At1g62770 GO0046910 pectinesterase inhibitor activity
at_At3g14510 - GO0004311 farnesyltranstransferase activity
at_At3g25820 - GO0042408 myrcene/(E)-beta-ocimene synthase activity
at_At3g49330 GO0046910 pectinesterase inhibitor activity
at_At4g12390 GO0046910 pectinesterase inhibitor activity
at_At4g17190 - GO0004161 dimethylallyltranstransferase activity
GO0004337 geranyltranstransferase activity
at_At1g15880 - GO0000149 SNARE binding
at_At5g46940 GO0046910 pectinesterase inhibitor activity
at_At5g46970 GO0046910 pectinesterase inhibitor activity
at_At5g48640 - GO0004693 cyclin-dependent protein kinase activity
Validation Accuracy: 5/11 (45.45%)
Validation Frequency class 'GO0046910': 16/1925 (0.83%)
Evaluation on propertest data (2943 items):
at_At1g48020 GO0046910 pectinesterase inhibitor activity
at_At1g48230 - GO0008514 organic anion transporter activity
at_At1g78300 - GO0045308 protein amino acid binding
GO0045309 phosphoprotein amino acid binding
at_At3g17220 GO0046910 pectinesterase inhibitor activity
at_At1g12640 - GO0008415 acyltransferase activity
at_At3g29000 - GO0005509 calcium ion binding
at_At3g62180 GO0046910 pectinesterase inhibitor activity
at_At5g06960 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At5g24370 GO0046910 pectinesterase inhibitor activity
at_At5g64620 GO0046910 pectinesterase inhibitor activity
Propertest Accuracy: 5/10 (50.00%)
Propertest Frequency class 'GO0046910': 15/2943 (0.51%)
New (unknown) data (1925 items):
at_At1g01840 - GO0005554 molecular_function unknown
at_At1g02680 - no entry null
at_At5g43120 - GO0005554 molecular_function unknown
at_At5g46120 - GO0005554 molecular_function unknown
at_At1g29030 - GO0005554 molecular_function unknown
at_At1g29710 - GO0005554 molecular_function unknown
at_At1g48990 - no entry null
at_At1g55080 - GO0005554 molecular_function unknown
at_At1g60050 - GO0005554 molecular_function unknown
at_At1g60170 - GO0005554 molecular_function unknown
at_At1g62680 - GO0005554 molecular_function unknown
at_At1g62730 - GO0005554 molecular_function unknown
at_At1g71810 - GO0005554 molecular_function unknown
at_At1g74600 - GO0005554 molecular_function unknown
at_At1g76210 - GO0005554 molecular_function unknown
at_At1g77230 - GO0005554 molecular_function unknown
at_At1g06540 - GO0005554 molecular_function unknown
at_At2g02980 - GO0005554 molecular_function unknown
at_At2g05330 - GO0005515 protein binding
at_At2g14730 - GO0005554 molecular_function unknown
at_At2g16860 - GO0005554 molecular_function unknown
at_At2g17270 - GO0005488 binding
at_At2g19960 - GO0005554 molecular_function unknown
at_At2g25570 - GO0005554 molecular_function unknown
at_At2g26990 - GO0005554 molecular_function unknown
at_At2g27610 - GO0005554 molecular_function unknown
at_At2g30780 - GO0005554 molecular_function unknown
at_At3g07370 - GO0005554 molecular_function unknown
at_At3g10520 - GO0005344 oxygen transporter activity
at_At3g10640 - GO0005554 molecular_function unknown
at_At3g12180 - no entry null
at_At3g13210 - GO0005554 molecular_function unknown
at_At3g17370 - GO0005554 molecular_function unknown
at_At3g18260 - GO0005554 molecular_function unknown
at_At3g19460 - GO0005554 molecular_function unknown
at_At3g22105 - no entry null
at_At1g13800 - GO0005554 molecular_function unknown
at_At3g44590 - GO0003735 structural constituent of ribosome
at_At3g61170 - GO0005554 molecular_function unknown
at_At3g62890 - GO0005554 molecular_function unknown
at_At4g03430 - GO0005554 molecular_function unknown
at_At1g16740 - no entry null
at_At4g04860 - GO0005554 molecular_function unknown
at_At4g05000 - GO0005215 transporter activity
at_At4g11300 - GO0005554 molecular_function unknown
at_At4g12710 - GO0005554 molecular_function unknown
at_At4g18520 - GO0005554 molecular_function unknown
at_At4g26760 - GO0005554 molecular_function unknown
at_At4g33320 - GO0005554 molecular_function unknown
at_At4g35130 - GO0005554 molecular_function unknown
at_At4g39470 - GO0005554 molecular_function unknown
at_At5g06400 - GO0005554 molecular_function unknown
at_At5g14900 - GO0005554 molecular_function unknown
at_At5g20150 - GO0005554 molecular_function unknown
at_At5g28340 - GO0005554 molecular_function unknown
at_At5g37590 - GO0005554 molecular_function unknown
at_At1g68930 - GO0005554 molecular_function unknown
at_At1g76280 - GO0005554 molecular_function unknown
at_At2g17210 - GO0005554 molecular_function unknown
at_At2g20890 - GO0005554 molecular_function unknown
at_At2g23310 - GO0005554 molecular_function unknown
at_At2g27720 - GO0003735 structural constituent of ribosome
at_At2g39090 - GO0005554 molecular_function unknown
at_At3g19260 - GO0005554 molecular_function unknown
at_At3g23020 - GO0005554 molecular_function unknown
at_At3g48150 - GO0005554 molecular_function unknown
at_At3g48360 - GO0005515 protein binding
at_At3g51110 - GO0005554 molecular_function unknown
at_At3g56030 - GO0005554 molecular_function unknown
at_At3g58150 - GO0005554 molecular_function unknown
at_At4g13950 - GO0005554 molecular_function unknown
at_At4g18690 - GO0005554 molecular_function unknown
at_At5g52590 - GO0005554 molecular_function unknown
at_At5g53250 - GO0005554 molecular_function unknown
at_At5g62600 - GO0005554 molecular_function unknown
at_At1g27500 - GO0005554 molecular_function unknown
at_At1g32210 - GO0008189 apoptosis inhibitor activity
at_At1g03600 - no entry null
at_At1g34160 - GO0005554 molecular_function unknown
at_At1g42980 - GO0005554 molecular_function unknown
at_At1g44800 - GO0005554 molecular_function unknown
at_At1g48140 - GO0005554 molecular_function unknown
at_At1g64310 - GO0005554 molecular_function unknown
at_At1g04340 - GO0005554 molecular_function unknown
at_At1g06060 - GO0005554 molecular_function unknown
at_At1g79150 - GO0005554 molecular_function unknown
at_At1g80100 - no entry null
at_At2g02750 - GO0005554 molecular_function unknown
at_At2g02810 - no entry null
at_At2g04710 - no entry null
at_At2g15280 - GO0005554 molecular_function unknown
at_At2g21870 - GO0005554 molecular_function unknown
at_At2g22000 - GO0005554 molecular_function unknown
at_At2g25130 - GO0005554 molecular_function unknown
at_At2g30680 - GO0005554 molecular_function unknown
at_At2g32380 - GO0005554 molecular_function unknown
at_At2g35520 - no entry null
at_At2g37400 - GO0005554 molecular_function unknown
at_At2g41350 - GO0005554 molecular_function unknown
at_At2g43720 - GO0005554 molecular_function unknown
at_At2g45740 - no entry null
at_At3g15130 - GO0005554 molecular_function unknown
at_At3g24000 - GO0005554 molecular_function unknown
at_At3g24270 - GO0005554 molecular_function unknown
at_At3g27100 - GO0005554 molecular_function unknown
at_At3g28840 - GO0005554 molecular_function unknown
at_At1g16480 - GO0005554 molecular_function unknown
at_At4g02750 - GO0005554 molecular_function unknown
at_At4g08300 - GO0005554 molecular_function unknown
at_At4g17790 - GO0005554 molecular_function unknown
at_At4g21560 - GO0005215 transporter activity
at_At4g23530 - GO0005554 molecular_function unknown
at_At4g37090 - GO0005554 molecular_function unknown
at_At4g37880 - GO0005554 molecular_function unknown
at_At5g01800 - GO0005554 molecular_function unknown
at_At5g03540 - GO0005515 protein binding
at_At5g05640 - GO0005554 molecular_function unknown
at_At5g08120 - GO0005554 molecular_function unknown
at_At5g08310 - GO0005554 molecular_function unknown
at_At1g21840 - GO0005554 molecular_function unknown
at_At5g26200 - GO0005488 binding
at_At5g28460 - GO0005554 molecular_function unknown
at_At5g36120 - GO0005554 molecular_function unknown
at_At5g37580 - GO0005554 molecular_function unknown
at_At5g40400 - GO0005554 molecular_function unknown
at_At5g54610 - GO0005515 protein binding
at_At5g54620 - GO0005515 protein binding
at_At5g59200 - GO0005554 molecular_function unknown
------------------
Rule 1321
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_3,6.0-9.0) = 1
ss(_1,_3,c,_2),a_len(_2,30.0-1200.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,9.0-11.0) = 0
ss(_1,_3,c,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,15.0-30.0) = 1
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),a_len(_5,6.0-9.0) = 0
-> class GO0046910 "pectinesterase inhibitor activity"
Evaluation on training data (3815 items):
at_At5g46980 GO0046910 pectinesterase inhibitor activity
at_At5g50040 GO0046910 pectinesterase inhibitor activity
at_At5g50050 GO0046910 pectinesterase inhibitor activity
at_At5g62360 GO0046910 pectinesterase inhibitor activity
at_At1g47960 GO0046910 pectinesterase inhibitor activity
at_At1g54620 GO0046910 pectinesterase inhibitor activity
at_At1g54980 GO0046910 pectinesterase inhibitor activity
at_At1g60760 GO0046910 pectinesterase inhibitor activity
at_At3g17130 GO0046910 pectinesterase inhibitor activity
at_At3g47380 GO0046910 pectinesterase inhibitor activity
at_At3g47670 GO0046910 pectinesterase inhibitor activity
at_At4g02250 GO0046910 pectinesterase inhibitor activity
at_At1g14890 GO0046910 pectinesterase inhibitor activity
at_At5g20740 GO0046910 pectinesterase inhibitor activity
at_At5g38610 GO0046910 pectinesterase inhibitor activity
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0046910': 29/3815 (0.76%)
Evaluation on validation data (1925 items):
at_At1g10770 GO0046910 pectinesterase inhibitor activity
at_At2g29530 - GO0015450 protein translocase activity
at_At4g05110 - GO0005337 nucleoside transporter activity
at_At5g05820 - GO0008514 organic anion transporter activity
at_At5g42040 - GO0008233 peptidase activity
at_At1g23350 GO0046910 pectinesterase inhibitor activity
at_At5g46970 GO0046910 pectinesterase inhibitor activity
at_At5g62350 GO0046910 pectinesterase inhibitor activity
Validation Accuracy: 4/8 (50.00%)
Validation Frequency class 'GO0046910': 16/1925 (0.83%)
Evaluation on propertest data (2943 items):
at_At1g60960 - GO0008324 cation transporter activity
GO0046873 metal ion transporter activity
at_At2g35190 - GO0005484 SNAP receptor activity
at_At2g38050 - GO0003865 3-oxo-5-alpha-steroid 4-dehydrogenase activity
GO0009917 sterol 5-alpha reductase activity
at_At2g47670 GO0046910 pectinesterase inhibitor activity
at_At3g12880 GO0046910 pectinesterase inhibitor activity
at_At4g02690 - GO0005554 molecular_function unknown
GO0016595 glutamate binding
at_At5g01600 - GO0005506 iron ion binding
GO0008199 ferric iron binding
at_At5g15160 - GO0003677 DNA binding
at_At5g39860 - GO0003677 DNA binding
at_At5g47640 - GO0003700 transcription factor activity
at_At5g50060 GO0046910 pectinesterase inhibitor activity
at_At5g51520 GO0046910 pectinesterase inhibitor activity
at_At5g64620 GO0046910 pectinesterase inhibitor activity
Propertest Accuracy: 5/13 (38.46%)
Propertest Frequency class 'GO0046910': 15/2943 (0.51%)
New (unknown) data (1925 items):
at_At1g01840 - GO0005554 molecular_function unknown
at_At1g02330 - GO0005554 molecular_function unknown
at_At1g02680 - no entry null
at_At1g21890 - GO0005554 molecular_function unknown
at_At5g46120 - GO0005554 molecular_function unknown
at_At5g47120 - GO0008189 apoptosis inhibitor activity
at_At5g59410 - GO0005554 molecular_function unknown
at_At5g61220 - no entry null
at_At5g66450 - GO0005554 molecular_function unknown
at_At1g29520 - GO0005554 molecular_function unknown
at_At1g50740 - GO0005554 molecular_function unknown
at_At1g55080 - GO0005554 molecular_function unknown
at_At1g60050 - GO0005554 molecular_function unknown
at_At1g70260 - GO0005554 molecular_function unknown
at_At1g74340 - GO0005554 molecular_function unknown
at_At1g74450 - GO0005554 molecular_function unknown
at_At1g05730 - GO0005554 molecular_function unknown
at_At2g16560 - no entry null
at_At2g21090 - GO0005554 molecular_function unknown
at_At2g27710 - GO0003735 structural constituent of ribosome
at_At2g28020 - GO0005554 molecular_function unknown
at_At2g36730 - GO0005554 molecular_function unknown
at_At2g37450 - GO0005554 molecular_function unknown
at_At2g42920 - GO0005554 molecular_function unknown
at_At2g45870 - GO0005554 molecular_function unknown
at_At2g46170 - GO0005554 molecular_function unknown
at_At3g08880 - GO0005554 molecular_function unknown
at_At1g11290 - GO0005554 molecular_function unknown
at_At3g12870 - GO0005554 molecular_function unknown
at_At3g18200 - GO0005554 molecular_function unknown
at_At3g18260 - GO0005554 molecular_function unknown
at_At3g19350 - GO0005554 molecular_function unknown
at_At3g25190 - GO0005554 molecular_function unknown
at_At1g14360 - no entry null
at_At3g45870 - GO0005554 molecular_function unknown
at_At3g54120 - GO0005554 molecular_function unknown
at_At3g58230 - GO0005554 molecular_function unknown
at_At3g58300 - GO0005554 molecular_function unknown
at_At3g62890 - GO0005554 molecular_function unknown
at_At4g03180 - GO0005554 molecular_function unknown
at_At1g16230 - no entry null
at_At4g11300 - GO0005554 molecular_function unknown
at_At4g15720 - GO0005554 molecular_function unknown
at_At4g18520 - GO0005554 molecular_function unknown
at_At4g28040 - GO0005554 molecular_function unknown
at_At1g18740 - GO0005554 molecular_function unknown
at_At5g07050 - GO0005554 molecular_function unknown
at_At5g20150 - GO0005554 molecular_function unknown
at_At5g35810 - GO0005554 molecular_function unknown
at_At5g40240 - GO0005554 molecular_function unknown
at_At1g01070 - GO0005554 molecular_function unknown
at_At2g19830 - GO0005554 molecular_function unknown
at_At2g23310 - GO0005554 molecular_function unknown
at_At2g27720 - GO0003735 structural constituent of ribosome
at_At2g27750 - GO0005554 molecular_function unknown
at_At2g36410 - GO0005554 molecular_function unknown
at_At2g40720 - GO0005554 molecular_function unknown
at_At3g23330 - GO0005554 molecular_function unknown
at_At3g26630 - GO0005554 molecular_function unknown
at_At3g51980 - GO0005554 molecular_function unknown
at_At3g56620 - GO0005554 molecular_function unknown
at_At3g58170 - GO0008565 protein transporter activity
at_At3g59500 - GO0005554 molecular_function unknown
at_At4g02820 - GO0005554 molecular_function unknown
at_At4g29160 - GO0005554 molecular_function unknown
at_At5g03660 - GO0005554 molecular_function unknown
at_At5g06540 - GO0005554 molecular_function unknown
at_At5g14820 - GO0005554 molecular_function unknown
at_At1g21360 - GO0005554 molecular_function unknown
at_At5g51210 - no entry null
at_At5g53250 - GO0005554 molecular_function unknown
at_At1g29990 - GO0003754 chaperone activity
at_At1g32210 - GO0008189 apoptosis inhibitor activity
at_At1g42570 - no entry null
at_At1g49960 - GO0015646 permease activity
at_At1g03600 - no entry null
at_At1g44800 - GO0005554 molecular_function unknown
at_At1g49260 - GO0005554 molecular_function unknown
at_At1g51030 - GO0005554 molecular_function unknown
at_At1g56620 - GO0005554 molecular_function unknown
at_At1g62910 - GO0005554 molecular_function unknown
at_At1g62930 - GO0005554 molecular_function unknown
at_At1g68170 - GO0005554 molecular_function unknown
at_At2g01240 - GO0005554 molecular_function unknown
at_At2g04710 - no entry null
at_At2g15280 - GO0005554 molecular_function unknown
at_At2g21600 - GO0005554 molecular_function unknown
at_At2g22000 - GO0005554 molecular_function unknown
at_At2g32130 - GO0005554 molecular_function unknown
at_At2g35520 - no entry null
at_At2g37460 - GO0005554 molecular_function unknown
at_At2g39510 - GO0005554 molecular_function unknown
at_At2g43720 - GO0005554 molecular_function unknown
at_At3g15130 - GO0005554 molecular_function unknown
at_At3g26745 - no entry null
at_At3g31415 - no entry null
at_At3g45690 - GO0005215 transporter activity
at_At3g53120 - GO0005554 molecular_function unknown
at_At3g58850 - GO0005554 molecular_function unknown
at_At4g01430 - GO0005554 molecular_function unknown
at_At4g08300 - GO0005554 molecular_function unknown
at_At4g09440 - GO0005554 molecular_function unknown
at_At4g23530 - GO0005554 molecular_function unknown
at_At4g24980 - GO0005554 molecular_function unknown
at_At4g27990 - GO0005554 molecular_function unknown
at_At1g20520 - GO0005554 molecular_function unknown
at_At4g29030 - GO0005554 molecular_function unknown
at_At4g35720 - GO0005554 molecular_function unknown
at_At4g37090 - GO0005554 molecular_function unknown
at_At4g39220 - GO0005554 molecular_function unknown
at_At5g01110 - GO0005554 molecular_function unknown
at_At5g08120 - GO0005554 molecular_function unknown
at_At5g13230 - GO0005554 molecular_function unknown
at_At5g20270 - GO0005554 molecular_function unknown
at_At5g45370 - GO0005554 molecular_function unknown
at_At5g52630 - GO0005554 molecular_function unknown
at_At1g25270 - GO0005554 molecular_function unknown
at_At1g25520 - GO0005554 molecular_function unknown
at_At1g28020 - GO0005554 molecular_function unknown
------------------
Rule 1316
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_3,6.0-9.0) = 1
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,11.0-15.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
-> class GO0005509 "calcium ion binding"
Evaluation on training data (3815 items):
at_At1g24620 GO0005509 calcium ion binding
at_At1g62820 GO0005509 calcium ion binding
at_At2g15680 GO0005509 calcium ion binding
at_At2g27030 GO0005509 calcium ion binding
at_At2g36180 GO0005509 calcium ion binding
at_At2g41100 GO0005509 calcium ion binding
at_At2g41110 GO0005509 calcium ion binding
at_At2g41410 GO0005509 calcium ion binding
at_At1g12310 GO0005509 calcium ion binding
at_At4g01420 GO0005509 calcium ion binding
at_At4g14640 GO0005509 calcium ion binding
at_At4g27280 GO0005509 calcium ion binding
at_At1g18210 GO0005509 calcium ion binding
at_At1g18530 GO0005509 calcium ion binding
at_At5g17470 GO0005509 calcium ion binding
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0005509': 56/3815 (1.47%)
Evaluation on validation data (1925 items):
at_At1g02280 - GO0005525 GTP binding
at_At1g05990 GO0005509 calcium ion binding
at_At4g03290 GO0005509 calcium ion binding
at_At5g24270 GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
at_At1g21550 GO0005509 calcium ion binding
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0005509': 28/1925 (1.45%)
Evaluation on propertest data (2943 items):
at_At1g66400 GO0005509 calcium ion binding
at_At3g43810 GO0005509 calcium ion binding
at_At3g51920 GO0005509 calcium ion binding
at_At3g56800 GO0005509 calcium ion binding
at_At4g12860 GO0005509 calcium ion binding
at_At5g37770 GO0005509 calcium ion binding
at_At5g54490 GO0005509 calcium ion binding
GO0005515 protein binding
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'GO0005509': 40/2943 (1.36%)
New (unknown) data (1925 items):
at_At1g02060 - GO0005554 molecular_function unknown
at_At1g02150 - GO0005554 molecular_function unknown
at_At1g02420 - GO0005554 molecular_function unknown
at_At5g42880 - GO0005554 molecular_function unknown
at_At5g46320 - GO0005554 molecular_function unknown
at_At5g46680 - GO0005554 molecular_function unknown
at_At5g47360 - GO0005554 molecular_function unknown
at_At5g55230 - GO0005554 molecular_function unknown
at_At5g56310 - GO0005554 molecular_function unknown
at_At5g57760 - GO0005554 molecular_function unknown
at_At5g61800 - GO0005554 molecular_function unknown
at_At5g64950 - GO0005554 molecular_function unknown
at_At1g31430 - GO0005554 molecular_function unknown
at_At1g33630 - no entry null
at_At1g52640 - GO0005554 molecular_function unknown
at_At1g53330 - GO0005554 molecular_function unknown
at_At1g55080 - GO0005554 molecular_function unknown
at_At1g55630 - GO0005554 molecular_function unknown
at_At1g57550 - GO0005554 molecular_function unknown
at_At1g61870 - GO0005554 molecular_function unknown
at_At1g62670 - GO0005554 molecular_function unknown
at_At1g62860 - GO0005554 molecular_function unknown
at_At1g63070 - GO0005554 molecular_function unknown
at_At1g63230 - GO0005554 molecular_function unknown
at_At1g63330 - GO0005554 molecular_function unknown
at_At1g71060 - GO0005554 molecular_function unknown
at_At1g74340 - GO0005554 molecular_function unknown
at_At1g79080 - GO0005554 molecular_function unknown
at_At1g79540 - GO0005554 molecular_function unknown
at_At2g01740 - GO0005554 molecular_function unknown
at_At2g03850 - GO0005554 molecular_function unknown
at_At2g05520 - GO0005554 molecular_function unknown
at_At2g13780 - no entry null
at_At2g16880 - GO0005554 molecular_function unknown
at_At2g19370 - no entry null
at_At2g28020 - GO0005554 molecular_function unknown
at_At1g08610 - GO0005554 molecular_function unknown
at_At2g38580 - GO0005554 molecular_function unknown
at_At3g07290 - GO0005554 molecular_function unknown
at_At3g10880 - GO0005554 molecular_function unknown
at_At1g10330 - GO0005554 molecular_function unknown
at_At3g12190 - GO0005554 molecular_function unknown
at_At3g13160 - GO0005554 molecular_function unknown
at_At3g16710 - GO0005554 molecular_function unknown
at_At3g17110 - GO0005554 molecular_function unknown
at_At3g27750 - GO0005554 molecular_function unknown
at_At3g28640 - GO0005554 molecular_function unknown
at_At3g30430 - GO0005554 molecular_function unknown
at_At3g42630 - GO0005554 molecular_function unknown
at_At1g13040 - GO0005554 molecular_function unknown
at_At3g51320 - GO0005554 molecular_function unknown
at_At3g53170 - GO0005554 molecular_function unknown
at_At3g53700 - GO0005554 molecular_function unknown
at_At3g55790 - GO0005554 molecular_function unknown
at_At3g59040 - GO0005554 molecular_function unknown
at_At3g60840 - GO0005554 molecular_function unknown
at_At4g01570 - GO0005554 molecular_function unknown
at_At4g02800 - GO0005554 molecular_function unknown
at_At1g16430 - GO0005554 molecular_function unknown
at_At4g04370 - GO0005554 molecular_function unknown
at_At4g16380 - no entry null
at_At4g25140 - no entry null
at_At4g25950 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At4g26680 - GO0005554 molecular_function unknown
at_At4g31850 - GO0005554 molecular_function unknown
at_At4g33390 - GO0005554 molecular_function unknown
at_At4g39670 - GO0005554 molecular_function unknown
at_At5g02580 - GO0005554 molecular_function unknown
at_At5g02860 - GO0005554 molecular_function unknown
at_At5g03050 - GO0005554 molecular_function unknown
at_At5g03550 - GO0005554 molecular_function unknown
at_At5g08220 - GO0005554 molecular_function unknown
at_At1g19280 - no entry null
at_At1g20300 - GO0005554 molecular_function unknown
at_At5g15010 - GO0005554 molecular_function unknown
at_At5g15590 - no entry null
at_At5g15990 - GO0005554 molecular_function unknown
at_At5g18950 - GO0005554 molecular_function unknown
at_At5g20580 - GO0005554 molecular_function unknown
at_At5g22310 - GO0005554 molecular_function unknown
at_At5g28420 - GO0005554 molecular_function unknown
at_At5g39680 - GO0005554 molecular_function unknown
at_At5g41170 - GO0005554 molecular_function unknown
at_At1g01970 - GO0005554 molecular_function unknown
at_At1g06140 - GO0005554 molecular_function unknown
at_At1g62720 - GO0005554 molecular_function unknown
at_At1g80150 - GO0005554 molecular_function unknown
at_At2g01860 - GO0005554 molecular_function unknown
at_At2g04800 - GO0005554 molecular_function unknown
at_At2g06000 - GO0005554 molecular_function unknown
at_At2g07340 - GO0005554 molecular_function unknown
at_At2g21180 - GO0005554 molecular_function unknown
at_At2g21980 - GO0005554 molecular_function unknown
at_At1g06510 - GO0005554 molecular_function unknown
at_At1g09820 - GO0005554 molecular_function unknown
at_At2g30330 - GO0005554 molecular_function unknown
at_At3g06920 - GO0005554 molecular_function unknown
at_At3g10170 - no entry null
at_At3g14730 - GO0005554 molecular_function unknown
at_At3g22670 - GO0005554 molecular_function unknown
at_At3g27660 - no entry null
at_At3g48550 - GO0005554 molecular_function unknown
at_At3g49540 - GO0005554 molecular_function unknown
at_At4g03620 - GO0005554 molecular_function unknown
at_At4g11690 - GO0005554 molecular_function unknown
at_At4g13540 - GO0005554 molecular_function unknown
at_At4g18400 - GO0005554 molecular_function unknown
at_At4g20740 - GO0005554 molecular_function unknown
at_At4g38160 - GO0005554 molecular_function unknown
at_At5g02510 - GO0005554 molecular_function unknown
at_At5g15040 - GO0005554 molecular_function unknown
at_At5g18390 - GO0005554 molecular_function unknown
at_At5g20430 - GO0005554 molecular_function unknown
at_At5g42450 - GO0005554 molecular_function unknown
at_At5g49210 - GO0005554 molecular_function unknown
at_At5g59900 - GO0005554 molecular_function unknown
at_At5g65820 - GO0005554 molecular_function unknown
at_At1g33500 - GO0005554 molecular_function unknown
at_At1g43010 - GO0005554 molecular_function unknown
at_At1g01100 - GO0003735 structural constituent of ribosome
at_At1g03540 - GO0005554 molecular_function unknown
at_At1g31790 - GO0005554 molecular_function unknown
at_At1g33820 - GO0005554 molecular_function unknown
at_At1g52970 - GO0005554 molecular_function unknown
at_At1g55890 - GO0005554 molecular_function unknown
at_At1g60770 - GO0005554 molecular_function unknown
at_At1g62350 - GO0005554 molecular_function unknown
at_At1g63130 - GO0005554 molecular_function unknown
at_At1g63400 - GO0005554 molecular_function unknown
at_At1g63630 - GO0005554 molecular_function unknown
at_At1g64690 - GO0005554 molecular_function unknown
at_At1g04800 - GO0005554 molecular_function unknown
at_At1g05320 - GO0005554 molecular_function unknown
at_At1g06270 - GO0005554 molecular_function unknown
at_At1g77150 - GO0005554 molecular_function unknown
at_At1g77360 - GO0005554 molecular_function unknown
at_At1g78430 - GO0005554 molecular_function unknown
at_At1g80550 - GO0005554 molecular_function unknown
at_At2g01380 - no entry null
at_At2g20710 - GO0005554 molecular_function unknown
at_At2g28050 - GO0005554 molecular_function unknown
at_At1g09680 - GO0005554 molecular_function unknown
at_At2g32690 - no entry null
at_At2g38420 - GO0005554 molecular_function unknown
at_At3g09060 - GO0005554 molecular_function unknown
at_At3g09460 - no entry null
at_At3g16010 - GO0005554 molecular_function unknown
at_At1g11710 - GO0005554 molecular_function unknown
at_At1g11850 - GO0005554 molecular_function unknown
at_At3g48810 - GO0005554 molecular_function unknown
at_At3g51720 - GO0005554 molecular_function unknown
at_At1g15320 - GO0005554 molecular_function unknown
at_At3g60960 - GO0005554 molecular_function unknown
at_At3g61260 - no entry null
at_At4g00810 - GO0003735 structural constituent of ribosome
at_At4g09060 - GO0005554 molecular_function unknown
at_At4g13140 - GO0005554 molecular_function unknown
at_At4g14170 - GO0005554 molecular_function unknown
at_At4g15150 - GO0005554 molecular_function unknown
at_At4g15790 - GO0005554 molecular_function unknown
at_At4g18840 - GO0005554 molecular_function unknown
at_At4g19200 - GO0005554 molecular_function unknown
at_At4g20150 - GO0005554 molecular_function unknown
at_At4g22000 - GO0005554 molecular_function unknown
at_At4g26800 - GO0005554 molecular_function unknown
at_At1g19290 - GO0005554 molecular_function unknown
at_At4g31070 - GO0005554 molecular_function unknown
at_At4g37600 - no entry null
at_At4g39190 - GO0005554 molecular_function unknown
at_At5g05180 - GO0005554 molecular_function unknown
at_At5g12100 - GO0005554 molecular_function unknown
at_At5g16420 - GO0005554 molecular_function unknown
at_At1g21150 - GO0005554 molecular_function unknown
at_At1g23450 - GO0005554 molecular_function unknown
at_At5g28380 - GO0005554 molecular_function unknown
at_At5g40420 - no entry null
at_At5g44310 - GO0005554 molecular_function unknown
at_At5g48730 - GO0005554 molecular_function unknown
at_At5g53820 - GO0005554 molecular_function unknown
at_At1g26980 - no entry null
at_At5g64320 - GO0005554 molecular_function unknown
at_At1g30290 - GO0005554 molecular_function unknown
------------------
Rule 1209
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,33.33-45.54),c_len(_2,3.0-6.0) = 0
ss(_1,_3,a,_2),a_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,0.0-5.15),a_len(_4,9.0-11.0) = 1
-> class GO0005509 "calcium ion binding"
Evaluation on training data (3815 items):
at_At5g49480 GO0005509 calcium ion binding
at_At5g55990 GO0005509 calcium ion binding
at_At1g03960 GO0005509 calcium ion binding
at_At1g73630 GO0005509 calcium ion binding
at_At1g76650 GO0005509 calcium ion binding
at_At2g46600 GO0005509 calcium ion binding
at_At3g10190 GO0005509 calcium ion binding
at_At3g18430 GO0005509 calcium ion binding
at_At3g24110 GO0005509 calcium ion binding
at_At3g50360 GO0005509 calcium ion binding
at_At4g26570 GO0005509 calcium ion binding
at_At4g27790 GO0005509 calcium ion binding
at_At1g18660 - GO0008270 zinc ion binding
at_At4g32060 GO0005509 calcium ion binding
at_At4g37010 GO0005509 calcium ion binding
at_At5g08580 GO0005509 calcium ion binding
Training Accuracy: 15/16 (93.75%)
Training Frequency class 'GO0005509': 56/3815 (1.47%)
Evaluation on validation data (1925 items):
at_At1g64480 GO0005509 calcium ion binding
at_At1g78960 - GO0042299 lupeol synthase activity
at_At3g25600 GO0005509 calcium ion binding
at_At4g36570 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g23900 - GO0030276 clathrin binding
at_At5g47100 GO0005509 calcium ion binding
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'GO0005509': 28/1925 (1.45%)
Evaluation on propertest data (2943 items):
at_At1g32250 GO0005509 calcium ion binding
at_At1g55910 - GO0008324 cation transporter activity
GO0046873 metal ion transporter activity
at_At2g26550 - GO0004392 heme oxygenase (decyclizing) activity
at_At2g39550 - GO0004662 CAAX-protein geranylgeranyltransferase activity
at_At2g43290 GO0005509 calcium ion binding
at_At2g43710 - GO0004768 stearoyl-CoA 9-desaturase activity
GO0045300 acyl-[acyl-carrier protein] desaturase activity
at_At3g07490 GO0005509 calcium ion binding
at_At3g59440 GO0005509 calcium ion binding
at_At4g16200 - GO0003723 RNA binding
at_At4g17615 GO0005509 calcium ion binding
at_At4g20780 GO0005509 calcium ion binding
at_At4g33000 GO0005509 calcium ion binding
at_At5g07780 - GO0003779 actin binding
GO0005554 molecular_function unknown
at_At5g44460 GO0005509 calcium ion binding
at_At5g47290 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g51540 - GO0004222 metalloendopeptidase activity
Propertest Accuracy: 8/16 (50.00%)
Propertest Frequency class 'GO0005509': 40/2943 (1.36%)
New (unknown) data (1925 items):
at_At5g48970 - GO0005488 binding
at_At5g49580 - GO0003754 chaperone activity
at_At1g61120 - GO0005554 molecular_function unknown
at_At1g74120 - GO0005554 molecular_function unknown
at_At2g05470 - no entry null
at_At2g32730 - GO0005554 molecular_function unknown
at_At2g43060 - GO0005554 molecular_function unknown
at_At2g45690 - GO0005554 molecular_function unknown
at_At3g11450 - GO0003754 chaperone activity
at_At3g12210 - GO0005554 molecular_function unknown
at_At3g19120 - GO0005554 molecular_function unknown
at_At3g22440 - GO0005554 molecular_function unknown
at_At3g47820 - GO0005554 molecular_function unknown
at_At4g38440 - GO0005554 molecular_function unknown
at_At5g10250 - GO0004871 signal transducer activity
at_At5g11490 - GO0005554 molecular_function unknown
at_At5g13040 - no entry null
at_At5g19750 - GO0005554 molecular_function unknown
at_At5g24390 - GO0005554 molecular_function unknown
at_At5g28400 - GO0005554 molecular_function unknown
at_At5g42130 - GO0005488 binding
at_At1g61990 - GO0005554 molecular_function unknown
at_At2g13830 - no entry null
at_At2g39240 - no entry null
at_At3g28790 - GO0005554 molecular_function unknown
at_At3g42480 - GO0005554 molecular_function unknown
at_At3g55020 - GO0005554 molecular_function unknown
at_At4g27150 - GO0008289 lipid binding
GO0045735 nutrient reservoir activity
at_At1g18850 - GO0005554 molecular_function unknown
at_At4g30830 - GO0005554 molecular_function unknown
at_At5g15400 - GO0005554 molecular_function unknown
at_At5g16880 - GO0008565 protein transporter activity
at_At5g45610 - GO0005554 molecular_function unknown
at_At5g53570 - GO0005554 molecular_function unknown
at_At5g64660 - GO0005554 molecular_function unknown
at_At1g27910 - GO0005554 molecular_function unknown
at_At1g35100 - GO0005554 molecular_function unknown
at_At1g50280 - GO0004871 signal transducer activity
at_At1g56180 - GO0005554 molecular_function unknown
at_At1g06210 - GO0008565 protein transporter activity
at_At1g06350 - GO0016491 oxidoreductase activity
at_At1g80130 - GO0005554 molecular_function unknown
at_At2g03420 - GO0005554 molecular_function unknown
at_At2g27800 - GO0005554 molecular_function unknown
at_At2g30510 - GO0005515 protein binding
at_At1g10270 - GO0005554 molecular_function unknown
at_At2g41370 - GO0005515 protein binding
at_At3g12760 - GO0005554 molecular_function unknown
at_At3g27420 - GO0005554 molecular_function unknown
at_At3g49350 - GO0005554 molecular_function unknown
at_At3g60260 - GO0005554 molecular_function unknown
at_At1g13930 - GO0005554 molecular_function unknown
at_At4g13520 - GO0005554 molecular_function unknown
at_At4g14900 - GO0005554 molecular_function unknown
at_At4g19190 - GO0003676 nucleic acid binding
at_At5g09310 - GO0005554 molecular_function unknown
at_At5g28700 - GO0005554 molecular_function unknown
at_At5g53270 - GO0005554 molecular_function unknown
at_At1g24330 - GO0005554 molecular_function unknown
------------------
Rule 1470
ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
ss(_1,_3,b,_2),c_len(_2,6.0-9.0),b_len(_3,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,6.0-9.0),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0),b_len(_3,11.0-15.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 0
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),alpha_dist(_1,45.54-101.0),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
-> class GO0015171 "amino acid transporter activity"
Evaluation on training data (3815 items):
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g05940 GO0015326 cationic amino acid transporter activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At1g08230 GO0015359 amino acid permease activity
at_At1g08960 - GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At5g14940 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
Training Accuracy: 21/22 (95.45%)
Training Frequency class 'GO0015171': 30/3815 (0.79%)
Evaluation on validation data (1925 items):
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g29650 - GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g35740 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At3g18830 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g46180 - GO0005354 galactose transporter activity
at_At4g22340 - GO0004605 phosphatidate cytidylyltransferase activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'GO0015171': 14/1925 (0.73%)
Evaluation on propertest data (2943 items):
at_At1g34580 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g48270 - GO0004930 G-protein coupled receptor activity
at_At1g49810 - GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g60600 - GO0004659 prenyltransferase activity
at_At2g13650 - GO0005338 nucleotide-sugar transporter activity
GO0005458 GDP-mannose transporter activity
at_At1g08920 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At2g36590 GO0015359 amino acid permease activity
at_At2g38170 - GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
at_At3g55740 GO0015359 amino acid permease activity
at_At1g16780 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0009678 hydrogen-translocating pyrophosphatase activity
at_At4g05140 - GO0005337 nucleoside transporter activity
at_At4g24120 - GO0015198 oligopeptide transporter activity
at_At4g24250 - GO0005516 calmodulin binding
at_At4g36670 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g01690 - GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g36170 - GO0003747 translation release factor activity
at_At5g44370 - GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At5g49130 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g55330 - GO0008415 acyltransferase activity
at_At1g25530 GO0015359 amino acid permease activity
Propertest Accuracy: 6/23 (26.09%)
Propertest Frequency class 'GO0015171': 17/2943 (0.58%)
New (unknown) data (1925 items):
at_At1g04570 - GO0005215 transporter activity
at_At1g78930 - GO0005554 molecular_function unknown
at_At2g18680 - GO0005554 molecular_function unknown
at_At2g38460 - GO0005215 transporter activity
at_At3g11680 - GO0005554 molecular_function unknown
at_At4g09810 - GO0005554 molecular_function unknown
at_At4g22330 - no entry null
at_At4g24460 - GO0005554 molecular_function unknown
at_At1g64490 - GO0005554 molecular_function unknown
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g75000 - GO0005554 molecular_function unknown
at_At1g06470 - GO0005554 molecular_function unknown
at_At5g27210 - GO0005554 molecular_function unknown
at_At1g22570 - GO0005215 transporter activity
at_At1g10340 - GO0005515 protein binding
at_At3g20460 - GO0015144 carbohydrate transporter activity
at_At3g23160 - GO0005554 molecular_function unknown
at_At3g53210 - GO0005554 molecular_function unknown
at_At4g27720 - GO0005554 molecular_function unknown
at_At5g12170 - GO0005554 molecular_function unknown
at_At5g26820 - GO0005554 molecular_function unknown
at_At5g36710 - GO0005554 molecular_function unknown
at_At5g42090 - GO0005554 molecular_function unknown
at_At5g50110 - GO0005554 molecular_function unknown
at_At5g58100 - GO0005554 molecular_function unknown
------------------
Rule 1471
ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
ss(_1,_3,b,_2),c_len(_2,6.0-9.0),b_len(_3,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,6.0-9.0),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0),b_len(_3,11.0-15.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 0
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),alpha_dist(_1,45.54-101.0),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
-> class GO0015203 "polyamine transporter activity"
Evaluation on training data (3815 items):
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g05940 GO0015326 cationic amino acid transporter activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At1g08230 GO0015359 amino acid permease activity
at_At1g08960 - GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At5g14940 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
Training Accuracy: 21/22 (95.45%)
Training Frequency class 'GO0015203': 29/3815 (0.76%)
Evaluation on validation data (1925 items):
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g29650 - GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g35740 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At3g18830 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g46180 - GO0005354 galactose transporter activity
at_At4g22340 - GO0004605 phosphatidate cytidylyltransferase activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'GO0015203': 13/1925 (0.68%)
Evaluation on propertest data (2943 items):
at_At1g34580 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g48270 - GO0004930 G-protein coupled receptor activity
at_At1g49810 - GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g60600 - GO0004659 prenyltransferase activity
at_At2g13650 - GO0005338 nucleotide-sugar transporter activity
GO0005458 GDP-mannose transporter activity
at_At1g08920 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At2g36590 GO0015359 amino acid permease activity
at_At2g38170 - GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
at_At3g55740 GO0015359 amino acid permease activity
at_At1g16780 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0009678 hydrogen-translocating pyrophosphatase activity
at_At4g05140 - GO0005337 nucleoside transporter activity
at_At4g24120 - GO0015198 oligopeptide transporter activity
at_At4g24250 - GO0005516 calmodulin binding
at_At4g36670 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g01690 - GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g36170 - GO0003747 translation release factor activity
at_At5g44370 - GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At5g49130 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g55330 - GO0008415 acyltransferase activity
at_At1g25530 GO0015359 amino acid permease activity
Propertest Accuracy: 6/23 (26.09%)
Propertest Frequency class 'GO0015203': 17/2943 (0.58%)
New (unknown) data (1925 items):
at_At1g04570 - GO0005215 transporter activity
at_At1g78930 - GO0005554 molecular_function unknown
at_At2g18680 - GO0005554 molecular_function unknown
at_At2g38460 - GO0005215 transporter activity
at_At3g11680 - GO0005554 molecular_function unknown
at_At4g09810 - GO0005554 molecular_function unknown
at_At4g22330 - no entry null
at_At4g24460 - GO0005554 molecular_function unknown
at_At1g64490 - GO0005554 molecular_function unknown
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g75000 - GO0005554 molecular_function unknown
at_At1g06470 - GO0005554 molecular_function unknown
at_At5g27210 - GO0005554 molecular_function unknown
at_At1g22570 - GO0005215 transporter activity
at_At1g10340 - GO0005515 protein binding
at_At3g20460 - GO0015144 carbohydrate transporter activity
at_At3g23160 - GO0005554 molecular_function unknown
at_At3g53210 - GO0005554 molecular_function unknown
at_At4g27720 - GO0005554 molecular_function unknown
at_At5g12170 - GO0005554 molecular_function unknown
at_At5g26820 - GO0005554 molecular_function unknown
at_At5g36710 - GO0005554 molecular_function unknown
at_At5g42090 - GO0005554 molecular_function unknown
at_At5g50110 - GO0005554 molecular_function unknown
at_At5g58100 - GO0005554 molecular_function unknown
------------------
Rule 1473
ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
ss(_1,_3,b,_2),c_len(_2,6.0-9.0),b_len(_3,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,6.0-9.0),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0),b_len(_3,11.0-15.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 0
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),alpha_dist(_1,45.54-101.0),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),a_len(_3,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
-> class GO0046943 "carboxylic acid transporter activity"
Evaluation on training data (3815 items):
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g05940 GO0015326 cationic amino acid transporter activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At1g08230 GO0015359 amino acid permease activity
at_At1g08960 - GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g39890 GO0015359 amino acid permease activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At5g14940 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
Training Accuracy: 21/22 (95.45%)
Training Frequency class 'GO0046943': 32/3815 (0.84%)
Evaluation on validation data (1925 items):
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At2g29650 - GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g35740 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At3g18830 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g46180 - GO0005354 galactose transporter activity
at_At4g22340 - GO0004605 phosphatidate cytidylyltransferase activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
Validation Accuracy: 4/9 (44.44%)
Validation Frequency class 'GO0046943': 15/1925 (0.78%)
Evaluation on propertest data (2943 items):
at_At1g34580 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g48270 - GO0004930 G-protein coupled receptor activity
at_At1g49810 - GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g60600 - GO0004659 prenyltransferase activity
at_At2g13650 - GO0005338 nucleotide-sugar transporter activity
GO0005458 GDP-mannose transporter activity
at_At1g08920 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At2g36590 GO0015359 amino acid permease activity
at_At2g38170 - GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
at_At3g55740 GO0015359 amino acid permease activity
at_At1g16780 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0009678 hydrogen-translocating pyrophosphatase activity
at_At4g05140 - GO0005337 nucleoside transporter activity
at_At4g24250 - GO0005516 calmodulin binding
at_At4g36670 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g36170 - GO0003747 translation release factor activity
at_At5g44370 - GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At5g49130 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g25530 GO0015359 amino acid permease activity
Propertest Accuracy: 6/20 (30.00%)
Propertest Frequency class 'GO0046943': 20/2943 (0.68%)
New (unknown) data (1925 items):
at_At1g78930 - GO0005554 molecular_function unknown
at_At2g18680 - GO0005554 molecular_function unknown
at_At2g38460 - GO0005215 transporter activity
at_At3g11680 - GO0005554 molecular_function unknown
at_At4g09810 - GO0005554 molecular_function unknown
at_At4g22330 - no entry null
at_At4g24460 - GO0005554 molecular_function unknown
at_At1g64490 - GO0005554 molecular_function unknown
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g75000 - GO0005554 molecular_function unknown
at_At1g06470 - GO0005554 molecular_function unknown
at_At5g27210 - GO0005554 molecular_function unknown
at_At1g10340 - GO0005515 protein binding
at_At3g20460 - GO0015144 carbohydrate transporter activity
at_At3g23160 - GO0005554 molecular_function unknown
at_At3g53210 - GO0005554 molecular_function unknown
at_At5g12170 - GO0005554 molecular_function unknown
at_At5g36710 - GO0005554 molecular_function unknown
at_At5g42090 - GO0005554 molecular_function unknown
at_At5g50110 - GO0005554 molecular_function unknown
at_At5g58100 - GO0005554 molecular_function unknown
------------------
Rule 1487
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),c_len(_3,11.0-15.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,9.0-11.0) = 1
-> class GO0015198 "oligopeptide transporter activity"
Evaluation on training data (3815 items):
at_At5g53550 GO0015198 oligopeptide transporter activity
at_At3g17650 GO0015198 oligopeptide transporter activity
at_At5g24380 GO0015198 oligopeptide transporter activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0015198': 7/3815 (0.18%)
Evaluation on validation data (1925 items):
at_At1g65730 GO0015198 oligopeptide transporter activity
at_At1g80830 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g19600 - GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At4g04760 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g48370 GO0015198 oligopeptide transporter activity
Validation Accuracy: 2/5 (40.00%)
Validation Frequency class 'GO0015198': 6/1925 (0.31%)
Evaluation on propertest data (2943 items):
at_At1g73700 - GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g41000 GO0015198 oligopeptide transporter activity
at_At5g47560 - GO0017153 sodium\:dicarboxylate symporter activity
Propertest Accuracy: 1/3 (33.33%)
Propertest Frequency class 'GO0015198': 4/2943 (0.14%)
New (unknown) data (1925 items):
at_At1g22930 - GO0005554 molecular_function unknown
at_At5g45480 - GO0005554 molecular_function unknown
at_At5g46050 - GO0005215 transporter activity
at_At5g48390 - GO0005554 molecular_function unknown
at_At1g24460 - GO0005554 molecular_function unknown
at_At5g67340 - GO0005554 molecular_function unknown
at_At1g27040 - GO0005215 transporter activity
at_At1g31780 - GO0005554 molecular_function unknown
at_At2g02020 - GO0005215 transporter activity
at_At2g17670 - GO0005554 molecular_function unknown
at_At2g18220 - GO0005554 molecular_function unknown
at_At2g31900 - GO0003774 motor activity
at_At3g18160 - GO0005554 molecular_function unknown
at_At1g12730 - GO0005554 molecular_function unknown
at_At3g45650 - GO0005215 transporter activity
at_At4g27630 - GO0005554 molecular_function unknown
at_At4g38320 - GO0005554 molecular_function unknown
at_At5g25040 - GO0005215 transporter activity
at_At1g59740 - GO0005215 transporter activity
at_At3g54140 - GO0005215 transporter activity
at_At4g19090 - GO0005554 molecular_function unknown
at_At5g20360 - GO0005554 molecular_function unknown
at_At1g64890 - GO0005215 transporter activity
at_At1g72130 - GO0005215 transporter activity
at_At2g02040 - GO0005215 transporter activity
GO0015197 peptide transporter activity
at_At2g32900 - GO0005554 molecular_function unknown
at_At2g34350 - GO0005554 molecular_function unknown
at_At3g16180 - GO0005215 transporter activity
at_At3g27530 - GO0005554 molecular_function unknown
at_At3g29110 - GO0005554 molecular_function unknown
at_At3g45660 - GO0005215 transporter activity
at_At3g57350 - GO0005554 molecular_function unknown
at_At4g03490 - GO0005515 protein binding
at_At4g25350 - GO0005554 molecular_function unknown
at_At4g31570 - GO0005554 molecular_function unknown
at_At5g01180 - GO0005215 transporter activity
at_At1g22540 - GO0005215 transporter activity
at_At5g46040 - GO0005215 transporter activity
at_At5g51340 - GO0005554 molecular_function unknown
------------------
Rule 1132
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 1
ss(_1,_3,a,_2),c_len(_2,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,9.0-11.0) = 1
-> class GO0015198 "oligopeptide transporter activity"
Evaluation on training data (3815 items):
at_At5g53510 GO0015198 oligopeptide transporter activity
at_At5g55930 GO0015198 oligopeptide transporter activity
at_At5g02170 - GO0015359 amino acid permease activity
Training Accuracy: 2/3 (66.67%)
Training Frequency class 'GO0015198': 7/3815 (0.18%)
Evaluation on validation data (1925 items):
at_At1g09930 GO0015198 oligopeptide transporter activity
at_At3g14570 - GO0003843 1\,3-beta-glucan synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g26590 GO0015198 oligopeptide transporter activity
at_At5g15390 - GO0003723 RNA binding
GO0008173 RNA methyltransferase activity
at_At5g53520 GO0015198 oligopeptide transporter activity
at_At1g36160 - GO0003989 acetyl-CoA carboxylase activity
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'GO0015198': 6/1925 (0.31%)
Evaluation on propertest data (2943 items):
at_At1g36180 - GO0003989 acetyl-CoA carboxylase activity
at_At2g07690 - GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At4g18130 - GO0004673 protein-histidine kinase activity
GO0004871 signal transducer activity
GO0008020 G-protein coupled photoreceptor activity
at_At4g24010 - GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g27730 GO0015198 oligopeptide transporter activity
at_At5g15410 - GO0005221 intracellular cyclic nucleotide activated cation channel activity
GO0005222 intracellular cAMP activated cation channel activity
GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g53340 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
Propertest Accuracy: 1/7 (14.29%)
Propertest Frequency class 'GO0015198': 4/2943 (0.14%)
New (unknown) data (1925 items):
at_At1g55350 - no entry null
at_At3g44770 - GO0005554 molecular_function unknown
at_At2g26000 - GO0003824 catalytic activity
at_At5g20660 - GO0005554 molecular_function unknown
------------------
Rule 1131
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,6.0-9.0),b_len(_2,11.0-15.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,23.6-33.33),c_len(_2,15.0-30.0),a_len(_3,9.0-11.0) = 1
-> class GO0015268 "alpha-type channel activity"
Evaluation on training data (3815 items):
at_At2g19440 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g29100 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g29110 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g32400 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At4g31710 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Training Accuracy: 4/5 (80.00%)
Training Frequency class 'GO0015268': 40/3815 (1.05%)
Evaluation on validation data (1925 items):
at_At1g05200 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g32390 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At4g31140 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g11180 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0015268': 30/1925 (1.56%)
Evaluation on propertest data (2943 items):
at_At1g42540 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g17260 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g29120 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At3g27870 - GO0015662 ATPase activity\, coupled to transmembrane movement of ions\, phosphorylative mechanism
at_At3g51480 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g27100 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
Propertest Accuracy: 5/6 (83.33%)
Propertest Frequency class 'GO0015268': 35/2943 (1.19%)
New (unknown) data (1925 items):
at_At1g55350 - no entry null
at_At3g48770 - GO0005554 molecular_function unknown
at_At3g52950 - GO0005554 molecular_function unknown
at_At5g10840 - no entry null
at_At5g40340 - GO0005554 molecular_function unknown
at_At5g37310 - no entry null
at_At5g49910 - GO0003773 heat shock protein activity
------------------
Rule 953
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,1.0-3.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,6.0-9.0),b_len(_2,1.0-3.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,b,_2),b_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,6.0-9.0) = 1
ss(_1,_3,b,_2),b_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_6,a,_5),notequal(_6,_2),notequal(_6,_4),notequal(_6,_3),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,a,_2),b_len(_2,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,11.0-15.0) = 0
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3815 items):
at_At1g02460 GO0004650 polygalacturonase activity
at_At1g02790 GO0004650 polygalacturonase activity
at_At1g23460 GO0004650 polygalacturonase activity
at_At5g44840 GO0004650 polygalacturonase activity
at_At5g56870 GO0004565 beta-galactosidase activity
at_At5g63800 GO0004565 beta-galactosidase activity
at_At5g63810 GO0004565 beta-galactosidase activity
at_At1g43080 GO0004650 polygalacturonase activity
at_At1g43090 GO0004650 polygalacturonase activity
at_At1g43100 GO0004650 polygalacturonase activity
at_At1g65570 GO0004650 polygalacturonase activity
at_At1g70500 GO0004650 polygalacturonase activity
at_At2g14690 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g15450 GO0004650 polygalacturonase activity
at_At2g15470 GO0004650 polygalacturonase activity
at_At2g16730 GO0004565 beta-galactosidase activity
at_At2g23900 GO0004650 polygalacturonase activity
at_At2g32810 GO0004565 beta-galactosidase activity
at_At1g10640 GO0004650 polygalacturonase activity
at_At3g13750 GO0004565 beta-galactosidase activity
at_At3g16850 GO0004650 polygalacturonase activity
at_At3g26610 GO0004650 polygalacturonase activity
at_At3g27400 - GO0030570 pectate lyase activity
at_At3g42950 GO0004650 polygalacturonase activity
at_At3g48950 GO0004650 polygalacturonase activity
at_At3g61490 GO0004650 polygalacturonase activity
at_At4g01890 GO0004650 polygalacturonase activity
at_At1g17150 GO0004650 polygalacturonase activity
at_At4g18180 GO0004650 polygalacturonase activity
at_At4g23500 GO0004650 polygalacturonase activity
at_At4g26140 GO0004565 beta-galactosidase activity
at_At4g35010 GO0004565 beta-galactosidase activity
at_At4g36360 GO0004565 beta-galactosidase activity
at_At1g19170 GO0004650 polygalacturonase activity
at_At5g41870 GO0004650 polygalacturonase activity
Training Accuracy: 34/35 (97.14%)
Training Frequency class 'GO0016798': 174/3815 (4.56%)
Evaluation on validation data (1925 items):
at_At1g05660 GO0004650 polygalacturonase activity
at_At1g78400 GO0004650 polygalacturonase activity
at_At1g80170 GO0004650 polygalacturonase activity
at_At2g15460 GO0004650 polygalacturonase activity
at_At2g33160 GO0004650 polygalacturonase activity
at_At2g40310 GO0004650 polygalacturonase activity
at_At2g41850 GO0004650 polygalacturonase activity
at_At2g43860 GO0004650 polygalacturonase activity
at_At2g43870 GO0004650 polygalacturonase activity
at_At3g52780 - GO0004722 protein serine/threonine phosphatase activity
at_At3g52820 - GO0004722 protein serine/threonine phosphatase activity
at_At3g62110 GO0004650 polygalacturonase activity
at_At4g10530 - GO0004289 subtilase activity
at_At4g23820 GO0004650 polygalacturonase activity
at_At4g35670 GO0004650 polygalacturonase activity
at_At5g14650 GO0004650 polygalacturonase activity
at_At5g27530 GO0004650 polygalacturonase activity
at_At5g45650 - GO0004289 subtilase activity
at_At5g59810 - GO0004289 subtilase activity
at_At1g31740 GO0004565 beta-galactosidase activity
at_At1g48100 GO0004650 polygalacturonase activity
Validation Accuracy: 16/21 (76.19%)
Validation Frequency class 'GO0016798': 88/1925 (4.57%)
Evaluation on propertest data (2943 items):
at_At1g45130 GO0004565 beta-galactosidase activity
at_At1g56710 GO0004650 polygalacturonase activity
at_At1g60590 GO0004650 polygalacturonase activity
at_At2g03200 - GO0004194 pepsin A activity
at_At2g43880 GO0004650 polygalacturonase activity
at_At3g07830 GO0004650 polygalacturonase activity
at_At3g07970 GO0004650 polygalacturonase activity
at_At3g44190 - GO0009055 electron carrier activity
at_At3g57510 GO0004650 polygalacturonase activity
at_At3g57790 GO0004650 polygalacturonase activity
at_At3g59850 GO0004650 polygalacturonase activity
at_At1g14420 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g13760 GO0004650 polygalacturonase activity
at_At5g17200 GO0004650 polygalacturonase activity
at_At5g17500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g39910 GO0004650 polygalacturonase activity
Propertest Accuracy: 13/16 (81.25%)
Propertest Frequency class 'GO0016798': 122/2943 (4.15%)
New (unknown) data (1925 items):
at_At5g63910 - GO0005554 molecular_function unknown
at_At1g55130 - no entry null
at_At1g61440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At2g23200 - GO0016301 kinase activity
at_At2g26160 - GO0005554 molecular_function unknown
at_At3g11963 - no entry null
at_At3g21450 - GO0016301 kinase activity
at_At3g45390 - GO0016301 kinase activity
at_At3g46420 - GO0016301 kinase activity
at_At3g56820 - GO0005554 molecular_function unknown
at_At4g08610 - no entry null
at_At4g28350 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29180 - GO0016301 kinase activity
at_At4g39760 - GO0005554 molecular_function unknown
at_At2g19230 - GO0016301 kinase activity
at_At2g29010 - no entry null
at_At3g09080 - GO0000166 nucleotide binding
at_At3g09780 - GO0016301 kinase activity
at_At3g46740 - no entry null
at_At4g20050 - GO0005554 molecular_function unknown
at_At1g34300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At2g07330 - no entry null
at_At2g39180 - GO0016301 kinase activity
at_At2g44250 - GO0005554 molecular_function unknown
at_At4g02420 - GO0016301 kinase activity
at_At4g19870 - GO0005554 molecular_function unknown
at_At5g06310 - GO0005554 molecular_function unknown
at_At5g47940 - GO0005554 molecular_function unknown
at_At5g48990 - GO0005554 molecular_function unknown
at_At5g50340 - GO0005554 molecular_function unknown
at_At5g59650 - GO0016301 kinase activity
------------------
Rule 114
ss(_1,_3,a,_2),a_len(_3,11.0-15.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,41.76-48.08),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),coil_dist(_1,53.24-60.98),c_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),c_len(_2,6.0-9.0),b_len(_3,9.0-11.0) = 1
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,15.0-30.0) = 0
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3815 items):
at_At5g48070 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57540 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g15450 GO0004650 polygalacturonase activity
at_At3g07840 GO0004650 polygalacturonase activity
at_At1g10640 GO0004650 polygalacturonase activity
at_At3g23730 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g48580 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g01890 GO0004650 polygalacturonase activity
at_At1g17150 GO0004650 polygalacturonase activity
at_At4g13090 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g18180 GO0004650 polygalacturonase activity
at_At4g25810 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30270 GO0016798 hydrolase activity\, acting on glycosyl bonds
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'GO0016798': 174/3815 (4.56%)
Evaluation on validation data (1925 items):
at_At1g78400 GO0004650 polygalacturonase activity
at_At1g80170 GO0004650 polygalacturonase activity
at_At2g18800 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g40310 GO0004650 polygalacturonase activity
at_At2g41850 GO0004650 polygalacturonase activity
at_At2g43870 GO0004650 polygalacturonase activity
at_At5g27530 GO0004650 polygalacturonase activity
at_At1g48100 GO0004650 polygalacturonase activity
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'GO0016798': 88/1925 (4.57%)
Evaluation on propertest data (2943 items):
at_At3g09030 - GO0005249 voltage-gated potassium channel activity
at_At3g57510 GO0004650 polygalacturonase activity
at_At4g13760 GO0004650 polygalacturonase activity
at_At4g25820 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g17200 GO0004650 polygalacturonase activity
at_At5g39910 GO0004650 polygalacturonase activity
at_At5g57550 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57560 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g65730 GO0016798 hydrolase activity\, acting on glycosyl bonds
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'GO0016798': 122/2943 (4.15%)
New (unknown) data (1925 items):
at_At1g22750 - GO0005554 molecular_function unknown
at_At1g23510 - GO0005554 molecular_function unknown
at_At5g47530 - GO0005554 molecular_function unknown
at_At1g77710 - GO0005554 molecular_function unknown
at_At2g20690 - no entry null
at_At3g22050 - GO0005554 molecular_function unknown
at_At4g02310 - GO0005554 molecular_function unknown
at_At4g05240 - GO0005554 molecular_function unknown
at_At4g07440 - GO0005554 molecular_function unknown
at_At4g11450 - GO0005554 molecular_function unknown
at_At4g16500 - GO0030234 enzyme regulator activity
at_At4g21920 - GO0005554 molecular_function unknown
at_At5g11100 - GO0005554 molecular_function unknown
at_At5g37540 - no entry null
at_At2g27270 - GO0005554 molecular_function unknown
at_At2g32350 - GO0005554 molecular_function unknown
at_At4g00520 - no entry null
at_At4g21890 - GO0005554 molecular_function unknown
at_At5g34450 - GO0005554 molecular_function unknown
at_At5g58740 - GO0005554 molecular_function unknown
at_At1g44020 - GO0005554 molecular_function unknown
at_At1g53080 - GO0030246 carbohydrate binding
at_At2g11800 - no entry null
at_At2g20620 - GO0005554 molecular_function unknown
at_At3g51610 - GO0005554 molecular_function unknown
at_At3g54760 - GO0005554 molecular_function unknown
at_At3g55330 - no entry null
at_At4g12980 - GO0005554 molecular_function unknown
------------------
Rule 465
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),coil_dist(_1,1.54-41.76),c_len(_3,11.0-15.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,11.0-15.0),b_len(_2,6.0-9.0) = 1
ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),coil_dist(_1,53.24-60.98),a_len(_4,9.0-11.0) = 0
ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,19.41-29.93),a_len(_4,15.0-30.0) = 0
ss(_1,_3,b,_2),b_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,11.0-15.0) = 1
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3815 items):
at_At5g42720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g58090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g16230 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g13560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g15800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g55430 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g55780 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g17180 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g18340 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g34480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g18220 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g42100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Training Accuracy: 12/12 (100.00%)
Training Frequency class 'GO0016798': 174/3815 (4.56%)
Evaluation on validation data (1925 items):
at_At1g67490 GO0004558 alpha-glucosidase activity
at_At2g39640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g56590 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g58480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g36590 - GO0003964 RNA-directed DNA polymerase activity
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0016798': 88/1925 (4.57%)
Evaluation on propertest data (2943 items):
at_At1g35370 - GO0003964 RNA-directed DNA polymerase activity
at_At1g64760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g80600 - GO0003992 acetylornithine transaminase activity
at_At2g05790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g14540 - GO0004867 serine-type endopeptidase inhibitor activity
at_At1g09830 - GO0004637 phosphoribosylamine-glycine ligase activity
at_At3g11970 - GO0003964 RNA-directed DNA polymerase activity
at_At3g55870 - GO0004049 anthranilate synthase activity
at_At3g57270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g26830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g26970 - GO0003994 aconitate hydratase activity
at_At5g14220 - GO0004729 protoporphyrinogen oxidase activity
at_At5g20870 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g53460 - GO0016040 glutamate synthase (NADH) activity
at_At5g55180 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g64790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g67100 - GO0003887 DNA-directed DNA polymerase activity
at_At1g30080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Propertest Accuracy: 8/18 (44.44%)
Propertest Frequency class 'GO0016798': 122/2943 (4.15%)
New (unknown) data (1925 items):
at_At1g33700 - GO0005554 molecular_function unknown
at_At1g63680 - no entry null
at_At1g74260 - GO0003824 catalytic activity
at_At2g01220 - GO0005554 molecular_function unknown
at_At2g06890 - no entry null
at_At2g07660 - no entry null
at_At2g30380 - GO0005554 molecular_function unknown
at_At3g23660 - GO0005215 transporter activity
at_At1g13180 - GO0005200 structural constituent of cytoskeleton
at_At4g13990 - GO0003824 catalytic activity
at_At4g30720 - GO0005554 molecular_function unknown
at_At2g04670 - no entry null
at_At2g10830 - no entry null
at_At2g14400 - no entry null
at_At5g16620 - GO0005554 molecular_function unknown
at_At1g36120 - no entry null
at_At1g36170 - no entry null
at_At2g05080 - GO0005554 molecular_function unknown
at_At2g13340 - no entry null
at_At2g14650 - no entry null
at_At1g09080 - GO0003773 heat shock protein activity
at_At3g31970 - no entry null
at_At1g15600 - GO0005554 molecular_function unknown
at_At4g02660 - GO0005554 molecular_function unknown
at_At4g08100 - no entry null
at_At4g10580 - no entry null
at_At1g23160 - GO0005554 molecular_function unknown
------------------
Rule 711
ss(_1,_3,b,_2),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),b_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,1.0-3.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,53.24-60.98),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,30.0-1200.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,15.0-30.0),b_len(_2,1.0-3.0) = 1
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3815 items):
at_At5g57970 GO0008725 DNA-3-methyladenine glycosylase I activity
at_At1g35580 GO0004564 beta-fructofuranosidase activity
at_At1g70710 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At1g75680 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g09510 GO0004564 beta-fructofuranosidase activity
at_At4g23560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g34860 GO0004564 beta-fructofuranosidase activity
at_At4g39000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Training Accuracy: 8/8 (100.00%)
Training Frequency class 'GO0016798': 174/3815 (4.56%)
Evaluation on validation data (1925 items):
at_At2g32990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g24260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g19940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g39010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g46920 - GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0016798': 88/1925 (4.57%)
Evaluation on propertest data (2943 items):
at_At1g58060 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g16460 - GO0004792 thiosulfate sulfurtransferase activity
GO0005554 molecular_function unknown
GO0016784 3-mercaptopyruvate sulfurtransferase activity
at_At4g38990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g22880 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g43710 GO0004559 alpha-mannosidase activity
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'GO0016798': 122/2943 (4.15%)
New (unknown) data (1925 items):
at_At5g45720 - GO0005554 molecular_function unknown
at_At1g29200 - GO0005554 molecular_function unknown
at_At1g43740 - GO0005554 molecular_function unknown
at_At1g77620 - GO0005554 molecular_function unknown
at_At2g14990 - no entry null
at_At2g19060 - no entry null
at_At4g03740 - GO0005554 molecular_function unknown
at_At5g22120 - GO0005554 molecular_function unknown
at_At5g33310 - no entry null
at_At5g35150 - GO0005554 molecular_function unknown
at_At1g73770 - GO0005554 molecular_function unknown
at_At1g79940 - GO0003754 chaperone activity
at_At2g19010 - no entry null
at_At3g27290 - GO0005554 molecular_function unknown
at_At4g20730 - GO0005554 molecular_function unknown
at_At4g37400 - GO0015034 cytochrome P450 activity
GO0019825 oxygen binding
at_At1g03250 - GO0005554 molecular_function unknown
at_At1g53800 - GO0005554 molecular_function unknown
at_At1g61030 - GO0005554 molecular_function unknown
at_At2g15070 - GO0005554 molecular_function unknown
at_At2g46250 - GO0005554 molecular_function unknown
at_At1g11060 - GO0005554 molecular_function unknown
at_At3g21190 - GO0005554 molecular_function unknown
------------------
Rule 1275
ss(_1,_3,c,_2),b_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,6.0-9.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,9.0-11.0),a_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),alpha_dist(_1,23.6-33.33),a_len(_2,3.0-6.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),b_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,13.03-23.6) = 0
ss(_1,_3,b,_2),b_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_3),notequal(_6,_2) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_7,a,_6),notequal(_7,_4),notequal(_7,_5),notequal(_7,_2),notequal(_7,_3),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,3.0-6.0) = 1
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,11.0-15.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,19.41-29.93),a_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,11.0-15.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),b_len(_5,6.0-9.0) = 0
-> class GO0003723 "RNA binding"
Evaluation on training data (3815 items):
at_At1g22910 GO0003723 RNA binding
at_At5g44200 GO0000339 RNA cap binding
GO0003723 RNA binding
at_At5g48650 GO0003723 RNA binding
at_At5g50250 GO0003723 RNA binding
at_At5g52040 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At5g54900 GO0003723 RNA binding
at_At5g55550 GO0003723 RNA binding
at_At5g59860 GO0003723 RNA binding
at_At1g23860 GO0008248 pre-mRNA splicing factor activity
at_At5g66010 GO0003723 RNA binding
at_At1g47500 GO0003723 RNA binding
at_At1g49600 GO0003723 RNA binding
at_At1g50300 GO0003723 RNA binding
at_At1g55310 GO0003723 RNA binding
GO0005515 protein binding
at_At1g58470 GO0003723 RNA binding
GO0003727 single-stranded RNA binding
at_At1g60900 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At1g69250 GO0003723 RNA binding
at_At1g71990 - GO0008417 fucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g76460 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At2g03640 GO0003723 RNA binding
at_At2g14550 GO0003723 RNA binding
at_At2g16260 GO0003723 RNA binding
at_At2g16910 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22100 GO0003723 RNA binding
at_At2g29580 GO0003723 RNA binding
at_At2g33440 GO0003723 RNA binding
at_At2g37510 GO0003723 RNA binding
at_At2g46610 GO0003723 RNA binding
at_At2g47310 GO0003723 RNA binding
at_At3g08000 GO0003723 RNA binding
at_At3g10400 GO0003723 RNA binding
at_At1g11650 GO0003723 RNA binding
at_At3g14450 GO0003723 RNA binding
at_At3g19090 GO0003723 RNA binding
at_At3g21100 GO0003723 RNA binding
at_At3g26420 GO0003723 RNA binding
at_At1g13730 GO0003723 RNA binding
at_At3g47120 GO0003723 RNA binding
at_At3g50670 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At3g61860 GO0008248 pre-mRNA splicing factor activity
at_At4g00830 GO0003723 RNA binding
at_At4g03110 GO0003723 RNA binding
at_At4g25500 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At4g26650 GO0003723 RNA binding
at_At4g27000 GO0003723 RNA binding
at_At1g18630 GO0003723 RNA binding
at_At4g31580 GO0008248 pre-mRNA splicing factor activity
at_At4g39260 GO0003723 RNA binding
at_At5g04600 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g10350 GO0003723 RNA binding
at_At5g10800 GO0003723 RNA binding
at_At5g18810 GO0003723 RNA binding
Training Accuracy: 50/52 (96.15%)
Training Frequency class 'GO0003723': 153/3815 (4.01%)
Evaluation on validation data (1925 items):
at_At1g63650 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g67710 - GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At2g23380 - GO0003700 transcription factor activity
at_At1g09140 GO0003723 RNA binding
GO0003729 mRNA binding
at_At2g33290 - GO0042054 histone methyltransferase activity
at_At2g35410 GO0003723 RNA binding
at_At2g43090 - GO0016836 hydro-lyase activity
at_At3g06970 GO0003723 RNA binding
at_At3g13570 GO0003723 RNA binding
at_At3g13700 GO0003723 RNA binding
at_At3g55340 GO0003723 RNA binding
at_At3g58990 - GO0016836 hydro-lyase activity
at_At4g00990 - GO0003700 transcription factor activity
at_At4g07400 - GO0004842 ubiquitin-protein ligase activity
at_At5g05720 GO0003723 RNA binding
at_At5g15130 - GO0003700 transcription factor activity
at_At5g24330 - GO0003677 DNA binding
at_At5g25060 GO0003723 RNA binding
at_At5g47620 GO0003723 RNA binding
at_At5g54580 GO0003723 RNA binding
at_At5g65260 GO0003723 RNA binding
at_At1g34140 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g47490 GO0003723 RNA binding
at_At1g49190 - GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At1g53650 GO0003723 RNA binding
Validation Accuracy: 14/25 (56.00%)
Validation Frequency class 'GO0003723': 85/1925 (4.42%)
Evaluation on propertest data (2943 items):
at_At1g32360 - GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g67770 GO0003723 RNA binding
at_At1g72010 - GO0003700 transcription factor activity
at_At2g18090 - GO0003677 DNA binding
at_At2g18510 GO0003723 RNA binding
at_At2g21660 GO0003723 RNA binding
at_At2g24590 GO0008248 pre-mRNA splicing factor activity
at_At2g28160 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g33410 GO0003723 RNA binding
at_At2g45160 - GO0003700 transcription factor activity
at_At3g07810 GO0003723 RNA binding
at_At3g14100 GO0003730 mRNA 3'-UTR binding
at_At3g15010 GO0003723 RNA binding
at_At3g20890 GO0003723 RNA binding
at_At3g25150 GO0003723 RNA binding
at_At3g51950 GO0003723 RNA binding
at_At3g54770 GO0003723 RNA binding
at_At3g56860 GO0003723 RNA binding
at_At4g02430 GO0003723 RNA binding
at_At4g10610 GO0003723 RNA binding
at_At4g13850 GO0003723 RNA binding
at_At4g15880 - GO0008234 cysteine-type peptidase activity
GO0016929 SUMO-specific protease activity
at_At4g23980 - GO0003700 transcription factor activity
at_At1g17370 GO0003730 mRNA 3'-UTR binding
at_At1g17640 GO0003723 RNA binding
at_At5g04210 GO0003723 RNA binding
at_At5g04280 GO0003723 RNA binding
at_At5g19350 GO0003723 RNA binding
at_At5g19960 GO0003723 RNA binding
at_At1g20880 GO0003723 RNA binding
at_At5g28330 GO0003723 RNA binding
at_At5g41315 - GO0003700 transcription factor activity
GO0005515 protein binding
at_At5g46250 GO0003723 RNA binding
at_At5g53430 - GO0003677 DNA binding
at_At5g53680 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g55300 - GO0003917 DNA topoisomerase type I activity
at_At5g55310 - GO0003917 DNA topoisomerase type I activity
at_At5g60450 - GO0003700 transcription factor activity
at_At5g60980 GO0003723 RNA binding
at_At5g62020 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g67250 - GO0004842 ubiquitin-protein ligase activity
Propertest Accuracy: 27/41 (65.85%)
Propertest Frequency class 'GO0003723': 111/2943 (3.77%)
New (unknown) data (1925 items):
at_At5g43800 - GO0005554 molecular_function unknown
at_At5g46750 - no entry null
at_At1g26750 - GO0005554 molecular_function unknown
at_At5g66600 - GO0005554 molecular_function unknown
at_At1g30480 - no entry null
at_At1g41930 - no entry null
at_At1g42420 - no entry null
at_At1g51520 - GO0005554 molecular_function unknown
at_At1g66260 - GO0003676 nucleic acid binding
at_At1g68210 - GO0000156 two-component response regulator activity
at_At1g76710 - GO0005554 molecular_function unknown
at_At2g02480 - no entry null
at_At2g10860 - no entry null
at_At2g15520 - GO0005554 molecular_function unknown
at_At2g15560 - GO0005554 molecular_function unknown
at_At2g16940 - GO0003676 nucleic acid binding
at_At2g34920 - GO0005554 molecular_function unknown
at_At2g36220 - GO0005554 molecular_function unknown
at_At2g42860 - GO0005554 molecular_function unknown
at_At2g43990 - GO0005554 molecular_function unknown
at_At3g10010 - no entry null
at_At3g11570 - GO0005554 molecular_function unknown
at_At3g18610 - GO0003676 nucleic acid binding
at_At3g18640 - GO0005554 molecular_function unknown
at_At3g24680 - GO0005554 molecular_function unknown
at_At3g25000 - no entry null
at_At3g30710 - GO0005554 molecular_function unknown
at_At3g32000 - GO0005554 molecular_function unknown
at_At3g44510 - GO0005554 molecular_function unknown
at_At1g13690 - no entry null
at_At3g58650 - GO0005554 molecular_function unknown
at_At4g00020 - GO0005554 molecular_function unknown
at_At1g15800 - GO0005554 molecular_function unknown
at_At4g04490 - GO0016301 kinase activity
at_At4g07350 - GO0005554 molecular_function unknown
at_At4g12610 - no entry null
at_At4g18070 - GO0005554 molecular_function unknown
at_At4g30100 - GO0005554 molecular_function unknown
at_At4g32740 - no entry null
at_At5g35640 - GO0005554 molecular_function unknown
at_At5g37720 - GO0003676 nucleic acid binding
at_At5g39970 - GO0005554 molecular_function unknown
at_At1g61100 - no entry null
at_At2g43970 - GO0003676 nucleic acid binding
at_At2g45750 - GO0005554 molecular_function unknown
at_At3g22800 - GO0005515 protein binding
at_At1g13880 - GO0005554 molecular_function unknown
at_At3g53930 - GO0016301 kinase activity
at_At4g08600 - GO0005554 molecular_function unknown
at_At5g11620 - GO0005554 molecular_function unknown
at_At5g13950 - GO0005554 molecular_function unknown
at_At5g59950 - GO0003676 nucleic acid binding
at_At5g60100 - GO0000156 two-component response regulator activity
at_At5g61020 - GO0005554 molecular_function unknown
at_At5g61380 - GO0000156 two-component response regulator activity
at_At1g53040 - GO0005554 molecular_function unknown
at_At1g03460 - no entry null
at_At1g48580 - GO0005554 molecular_function unknown
at_At1g69420 - GO0005554 molecular_function unknown
at_At2g02160 - GO0003676 nucleic acid binding
at_At2g02910 - GO0005554 molecular_function unknown
at_At2g07740 - no entry null
at_At2g22790 - GO0005554 molecular_function unknown
at_At2g42240 - GO0003676 nucleic acid binding
at_At2g46790 - GO0000156 two-component response regulator activity
at_At3g07280 - no entry null
at_At3g13970 - GO0005554 molecular_function unknown
at_At3g21310 - GO0005554 molecular_function unknown
at_At3g42220 - GO0005554 molecular_function unknown
at_At3g54100 - GO0005554 molecular_function unknown
at_At3g60200 - GO0005554 molecular_function unknown
at_At3g62200 - GO0005554 molecular_function unknown
at_At4g04210 - GO0005554 molecular_function unknown
at_At4g07890 - no entry null
at_At4g15970 - GO0005554 molecular_function unknown
at_At4g21660 - no entry null
at_At4g30780 - GO0005554 molecular_function unknown
at_At4g37110 - GO0005554 molecular_function unknown
at_At5g02530 - GO0003676 nucleic acid binding
at_At5g04570 - no entry null
at_At5g09880 - GO0003676 nucleic acid binding
at_At1g21320 - GO0005554 molecular_function unknown
at_At5g37330 - no entry null
at_At5g43500 - GO0005554 molecular_function unknown
at_At5g48610 - GO0005554 molecular_function unknown
at_At5g51300 - GO0005554 molecular_function unknown
at_At5g62630 - GO0005554 molecular_function unknown
at_At1g30470 - GO0005554 molecular_function unknown
------------------
Rule 656
ss(_1,_3,b,_2),coil_dist(_1,41.76-48.08),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,6.0-9.0),a_len(_2,11.0-15.0) = 1
ss(_1,_3,c,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,19.41-29.93),a_len(_4,15.0-30.0) = 1
ss(_1,_3,b,_2),c_len(_2,11.0-15.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,9.0-11.0) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,15.0-30.0) = 1
ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),b_len(_2,1.0-3.0),a_len(_3,3.0-6.0) = 0
-> class GO0016877 "ligase activity\, forming carbon-sulfur bonds"
Evaluation on training data (3815 items):
at_At1g51680 GO0016207 4-coumarate-CoA ligase activity
at_At3g23890 - GO0003677 DNA binding
GO0003918 DNA topoisomerase (ATP-hydrolyzing) activity
GO0005524 ATP binding
at_At4g05160 GO0016207 4-coumarate-CoA ligase activity
GO0016208 AMP binding
at_At4g19010 GO0016207 4-coumarate-CoA ligase activity
GO0016208 AMP binding
at_At1g20490 GO0016207 4-coumarate-CoA ligase activity
at_At1g20500 GO0016207 4-coumarate-CoA ligase activity
at_At1g20560 - GO0016208 AMP binding
Training Accuracy: 5/7 (71.43%)
Training Frequency class 'GO0016877': 12/3815 (0.31%)
Evaluation on validation data (1925 items):
at_At1g65060 GO0016207 4-coumarate-CoA ligase activity
at_At1g20480 GO0016207 4-coumarate-CoA ligase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0016877': 3/1925 (0.16%)
Evaluation on propertest data (2943 items):
at_At1g62940 GO0016207 4-coumarate-CoA ligase activity
GO0016208 AMP binding
at_At1g65840 - GO0008131 amine oxidase activity
at_At3g21230 GO0016207 4-coumarate-CoA ligase activity
at_At3g21240 GO0016207 4-coumarate-CoA ligase activity
at_At1g20510 GO0016207 4-coumarate-CoA ligase activity
at_At5g16370 - GO0016208 AMP binding
Propertest Accuracy: 4/6 (66.67%)
Propertest Frequency class 'GO0016877': 9/2943 (0.31%)
New (unknown) data (1925 items):
at_At1g69270 - GO0016301 kinase activity
at_At3g63170 - GO0005554 molecular_function unknown
at_At3g63200 - GO0045735 nutrient reservoir activity
at_At1g04820 - GO0005200 structural constituent of cytoskeleton
at_At1g70530 - GO0016301 kinase activity
at_At2g15650 - GO0005554 molecular_function unknown
at_At1g10980 - GO0005554 molecular_function unknown
at_At1g50010 - GO0005200 structural constituent of cytoskeleton
at_At3g08950 - GO0005554 molecular_function unknown
at_At3g25510 - no entry null
at_At3g46200 - GO0016787 hydrolase activity
at_At4g27080 - no entry null
at_At5g20050 - GO0016301 kinase activity
at_At5g23050 - GO0016874 ligase activity
------------------
Rule 977
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,15.0-30.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,48.08-53.24),c_len(_3,11.0-15.0),b_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),a_len(_2,3.0-6.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,6.0-9.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),coil_dist(_1,1.54-41.76),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),b_len(_3,6.0-9.0),a_len(_2,3.0-6.0) = 1
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),a_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),b_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),coil_dist(_1,41.76-48.08),c_len(_2,9.0-11.0),a_len(_3,1.0-3.0) = 0
ss(_1,_3,a,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,3.0-6.0) = 1
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),alpha_dist(_1,13.03-23.6) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,33.33-45.54),c_len(_4,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,6.0-9.0) = 0
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3815 items):
at_At5g51280 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g62190 GO0008026 ATP-dependent helicase activity
at_At5g63120 GO0008026 ATP-dependent helicase activity
at_At5g63630 GO0008026 ATP-dependent helicase activity
at_At1g31360 GO0008026 ATP-dependent helicase activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g55150 GO0008026 ATP-dependent helicase activity
at_At1g58050 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g59760 GO0008026 ATP-dependent helicase activity
at_At1g59990 GO0008026 ATP-dependent helicase activity
at_At1g65410 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71280 GO0008026 ATP-dependent helicase activity
at_At2g35920 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g40700 GO0008026 ATP-dependent helicase activity
at_At2g42520 GO0008026 ATP-dependent helicase activity
at_At2g45810 GO0008026 ATP-dependent helicase activity
at_At2g47330 GO0008026 ATP-dependent helicase activity
at_At1g10930 GO0008026 ATP-dependent helicase activity
at_At3g22310 GO0008026 ATP-dependent helicase activity
at_At3g22330 GO0008026 ATP-dependent helicase activity
at_At3g26560 GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
at_At3g53110 GO0008026 ATP-dependent helicase activity
at_At3g58570 GO0008026 ATP-dependent helicase activity
at_At1g16280 GO0008026 ATP-dependent helicase activity
at_At4g09730 GO0008026 ATP-dependent helicase activity
at_At4g33370 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g11170 GO0008026 ATP-dependent helicase activity
at_At5g14610 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g39840 GO0004004 ATP-dependent RNA helicase activity
Training Accuracy: 27/29 (93.10%)
Training Frequency class 'GO0016817': 193/3815 (5.06%)
Evaluation on validation data (1925 items):
at_At1g03000 GO0016887 ATPase activity
at_At1g05480 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g71370 GO0008026 ATP-dependent helicase activity
at_At1g77050 GO0008026 ATP-dependent helicase activity
at_At2g47700 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g15120 GO0016887 ATPase activity
at_At5g08620 GO0008026 ATP-dependent helicase activity
at_At5g19210 GO0008026 ATP-dependent helicase activity
at_At5g65900 GO0008026 ATP-dependent helicase activity
at_At1g31970 GO0008026 ATP-dependent helicase activity
Validation Accuracy: 8/10 (80.00%)
Validation Frequency class 'GO0016817': 75/1925 (3.90%)
Evaluation on propertest data (2943 items):
at_At1g33030 - GO0008171 O-methyltransferase activity
at_At3g11970 - GO0003964 RNA-directed DNA polymerase activity
at_At3g18600 GO0008026 ATP-dependent helicase activity
at_At3g42670 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g58510 GO0008026 ATP-dependent helicase activity
at_At3g61240 GO0008026 ATP-dependent helicase activity
at_At4g25080 - GO0046406 magnesium protoporphyrin IX methyltransferase activity
at_At5g05450 GO0008026 ATP-dependent helicase activity
at_At5g27680 GO0008026 ATP-dependent helicase activity
at_At5g46880 - GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 5/10 (50.00%)
Propertest Frequency class 'GO0016817': 148/2943 (5.03%)
New (unknown) data (1925 items):
at_At1g32830 - GO0005554 molecular_function unknown
at_At1g34270 - GO0003824 catalytic activity
at_At1g79790 - GO0016787 hydrolase activity
at_At3g23480 - GO0005554 molecular_function unknown
at_At4g21180 - GO0003754 chaperone activity
at_At4g29910 - GO0005554 molecular_function unknown
at_At5g11020 - GO0016301 kinase activity
at_At3g57420 - GO0005554 molecular_function unknown
at_At4g17430 - GO0005554 molecular_function unknown
at_At5g39410 - GO0005554 molecular_function unknown
at_At1g48250 - GO0005554 molecular_function unknown
at_At1g69340 - GO0005554 molecular_function unknown
at_At2g02650 - GO0005554 molecular_function unknown
at_At2g11820 - no entry null
at_At4g14620 - GO0005554 molecular_function unknown
at_At5g23230 - GO0003824 catalytic activity
at_At5g38400 - GO0005554 molecular_function unknown
at_At5g51800 - GO0005554 molecular_function unknown
at_At1g28180 - no entry null
------------------
Rule 1539
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
ss(_1,_3,a,_2),c_len(_2,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,9.0-11.0) = 1
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3815 items):
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
Training Accuracy: 6/6 (100.00%)
Training Frequency class 'GO0016817': 193/3815 (5.06%)
Evaluation on validation data (1925 items):
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
Validation Accuracy: 8/8 (100.00%)
Validation Frequency class 'GO0016817': 75/1925 (3.90%)
Evaluation on propertest data (2943 items):
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g10010 - GO0015359 amino acid permease activity
at_At2g47800 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g13420 - GO0015079 potassium ion transporter activity
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30420 GO0004009 ATP-binding cassette (ABC) transporter activity
Propertest Accuracy: 8/10 (80.00%)
Propertest Frequency class 'GO0016817': 148/2943 (5.03%)
New (unknown) data (1925 items):
at_At5g49670 - GO0005554 molecular_function unknown
at_At3g60070 - GO0005554 molecular_function unknown
at_At5g55490 - GO0005554 molecular_function unknown
at_At1g69480 - GO0005554 molecular_function unknown
at_At5g58100 - GO0005554 molecular_function unknown
------------------
Rule 1219
alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0) = 0
ss(_1,_3,c,_2),c_len(_3,15.0-30.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,11.0-15.0) = 1
ss(_1,_3,a,_2),b_len(_2,3.0-6.0),ss(_1,_2,b,_4),notequal(_4,_2),notequal(_4,_3),c_len(_4,6.0-9.0) = 0
ss(_1,_3,a,_2),a_len(_3,11.0-15.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 0
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3815 items):
at_At1g21850 GO0005507 copper ion binding
at_At5g51480 GO0005507 copper ion binding
at_At5g57920 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g62810 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At1g79800 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g29130 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g30210 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g44790 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g13390 GO0005507 copper ion binding
at_At3g13400 GO0005507 copper ion binding
at_At3g20570 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g60270 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g12290 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g12420 GO0005507 copper ion binding
at_At4g25240 GO0005507 copper ion binding
at_At1g18140 GO0005507 copper ion binding
GO0008471 laccase activity
at_At4g39830 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g01050 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g05390 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g07130 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g20230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g32460 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41580 GO0008270 zinc ion binding
Training Accuracy: 22/23 (95.65%)
Training Frequency class 'GO0046914': 226/3815 (5.92%)
Evaluation on validation data (1925 items):
at_At1g55570 GO0005507 copper ion binding
at_At1g64640 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g76160 GO0005507 copper ion binding
at_At2g23990 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g31050 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g27200 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g28130 - GO0004143 diacylglycerol kinase activity
at_At4g31840 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g38420 GO0005507 copper ion binding
at_At1g21860 GO0005507 copper ion binding
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'GO0046914': 116/1925 (6.03%)
Evaluation on propertest data (2943 items):
at_At1g32170 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g32940 - GO0004289 subtilase activity
at_At1g41830 GO0005507 copper ion binding
at_At1g55560 GO0005507 copper ion binding
at_At1g78390 - GO0045549 9-cis-epoxycarotenoid dioxygenase activity
at_At2g24680 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g25060 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g40370 GO0005507 copper ion binding
GO0008471 laccase activity
at_At2g46570 GO0005507 copper ion binding
GO0008471 laccase activity
at_At3g18590 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g23270 - GO0003682 chromatin binding
GO0008536 RAN protein binding
at_At4g01380 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g12270 GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
at_At4g22010 GO0005507 copper ion binding
at_At4g28090 GO0005507 copper ion binding
at_At5g01040 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g01190 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g03260 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g21100 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g40200 - GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g48450 GO0005507 copper ion binding
at_At1g27060 - GO0008536 RAN protein binding
at_At5g60020 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g66920 GO0005507 copper ion binding
Propertest Accuracy: 17/24 (70.83%)
Propertest Frequency class 'GO0046914': 195/2943 (6.63%)
New (unknown) data (1925 items):
at_At5g48430 - GO0005554 molecular_function unknown
at_At5g60150 - GO0005554 molecular_function unknown
at_At1g03890 - GO0045735 nutrient reservoir activity
at_At1g04150 - GO0005554 molecular_function unknown
at_At1g74150 - GO0005554 molecular_function unknown
at_At2g02680 - GO0005554 molecular_function unknown
at_At2g20170 - GO0005554 molecular_function unknown
at_At2g37820 - GO0005554 molecular_function unknown
at_At2g41890 - no entry null
at_At1g12170 - GO0005554 molecular_function unknown
at_At3g24600 - GO0005554 molecular_function unknown
at_At3g29575 - GO0005554 molecular_function unknown
at_At3g44530 - GO0000166 nucleotide binding
at_At3g57590 - GO0005554 molecular_function unknown
at_At1g15750 - GO0005554 molecular_function unknown
at_At4g15120 - GO0005554 molecular_function unknown
at_At4g17565 - GO0005554 molecular_function unknown
at_At4g27110 - GO0005554 molecular_function unknown
at_At4g36130 - GO0003735 structural constituent of ribosome
at_At5g36680 - GO0005554 molecular_function unknown
at_At5g36730 - GO0005554 molecular_function unknown
at_At1g66930 - GO0016301 kinase activity
at_At2g03020 - GO0005554 molecular_function unknown
at_At2g18020 - GO0003735 structural constituent of ribosome
at_At3g11390 - GO0005554 molecular_function unknown
at_At3g21170 - GO0005554 molecular_function unknown
at_At3g21210 - GO0005554 molecular_function unknown
at_At3g24870 - GO0005554 molecular_function unknown
at_At3g57380 - GO0005554 molecular_function unknown
at_At4g08350 - no entry null
at_At4g22910 - GO0004871 signal transducer activity
at_At4g33400 - GO0005554 molecular_function unknown
at_At5g20200 - GO0005554 molecular_function unknown
at_At5g35180 - GO0005554 molecular_function unknown
at_At5g40880 - GO0003676 nucleic acid binding
at_At5g43930 - GO0000166 nucleotide binding
at_At5g46630 - no entry null
at_At3g27150 - GO0005554 molecular_function unknown
at_At3g29810 - GO0005554 molecular_function unknown
at_At3g56900 - GO0005554 molecular_function unknown
at_At4g14570 - GO0005554 molecular_function unknown
at_At4g16550 - GO0005554 molecular_function unknown
at_At4g25360 - GO0005554 molecular_function unknown
at_At4g26190 - GO0005554 molecular_function unknown
at_At5g12920 - GO0005554 molecular_function unknown
at_At5g36820 - GO0005554 molecular_function unknown
at_At5g40680 - GO0005554 molecular_function unknown
at_At5g50270 - GO0005554 molecular_function unknown
at_At5g55780 - GO0005554 molecular_function unknown
at_At1g28380 - GO0005554 molecular_function unknown
------------------
Rule 1384
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0) = 0
ss(_1,_3,a,_2),c_len(_2,1.0-3.0),a_len(_3,1.0-3.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,9.0-11.0),b_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,6.0-9.0) = 0
ss(_1,_3,c,_2),b_len(_2,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_5,15.0-30.0) = 0
ss(_1,_3,b,_2),c_len(_2,30.0-1200.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,1.0-3.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 1
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3815 items):
at_At1g02030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g54340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g57660 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g60470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g25250 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g66730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g51220 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g55110 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g60360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g75540 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g06040 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g01940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g17180 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g28710 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g45120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g20880 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g22760 - GO0003700 transcription factor activity
at_At3g46090 - GO0003700 transcription factor activity
at_At3g57480 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At3g60080 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g15250 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g21610 - GO0003700 transcription factor activity
at_At5g05120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g14010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Training Accuracy: 22/25 (88.00%)
Training Frequency class 'GO0046914': 226/3815 (5.92%)
Evaluation on validation data (1925 items):
at_At1g02040 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g03840 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68150 - GO0003700 transcription factor activity
at_At1g72050 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At2g02080 - GO0003700 transcription factor activity
at_At1g10200 - GO0003700 transcription factor activity
at_At2g37430 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g20750 - GO0003700 transcription factor activity
at_At3g45260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g58070 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g02670 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g24240 - GO0003700 transcription factor activity
at_At4g31550 - GO0003700 transcription factor activity
at_At4g39410 - GO0003700 transcription factor activity
at_At5g04390 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g24870 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g26170 - GO0003700 transcription factor activity
at_At5g39660 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g29280 - GO0003700 transcription factor activity
Validation Accuracy: 9/19 (47.37%)
Validation Frequency class 'GO0046914': 116/1925 (6.03%)
Evaluation on propertest data (2943 items):
at_At1g35520 - GO0003700 transcription factor activity
at_At1g68520 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g79580 - GO0003700 transcription factor activity
at_At1g80590 - GO0003700 transcription factor activity
at_At2g22670 - GO0003700 transcription factor activity
at_At2g42200 - GO0003700 transcription factor activity
at_At3g12130 - GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At3g50700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g57670 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g60580 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g63030 - GO0003677 DNA binding
at_At4g13490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g17810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g27310 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g13330 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g54360 - GO0003700 transcription factor activity
at_At1g26800 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g59820 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g60170 - GO0003723 RNA binding
at_At5g61620 - GO0003700 transcription factor activity
at_At1g29860 - GO0003700 transcription factor activity
Propertest Accuracy: 10/22 (45.45%)
Propertest Frequency class 'GO0046914': 195/2943 (6.63%)
New (unknown) data (1925 items):
at_At1g68120 - GO0005554 molecular_function unknown
at_At1g72080 - GO0005554 molecular_function unknown
at_At1g78110 - GO0005554 molecular_function unknown
at_At1g80180 - GO0005554 molecular_function unknown
at_At1g07310 - GO0005554 molecular_function unknown
at_At2g15320 - GO0005515 protein binding
at_At2g25690 - GO0005554 molecular_function unknown
at_At2g32910 - GO0005554 molecular_function unknown
at_At2g39540 - GO0005554 molecular_function unknown
at_At2g41020 - GO0005515 protein binding
at_At3g42230 - GO0005554 molecular_function unknown
at_At3g47240 - GO0005554 molecular_function unknown
at_At3g51540 - GO0005554 molecular_function unknown
at_At3g52230 - GO0005554 molecular_function unknown
at_At3g52710 - GO0005554 molecular_function unknown
at_At3g55770 - GO0005554 molecular_function unknown
at_At4g04630 - GO0005554 molecular_function unknown
at_At4g05250 - GO0005554 molecular_function unknown
at_At4g07650 - no entry null
at_At4g08510 - GO0005554 molecular_function unknown
at_At4g31190 - no entry null
at_At4g32020 - GO0005554 molecular_function unknown
at_At4g38770 - GO0005554 molecular_function unknown
at_At5g03950 - GO0005554 molecular_function unknown
at_At5g24610 - GO0005554 molecular_function unknown
at_At5g32550 - no entry null
at_At1g69280 - GO0005554 molecular_function unknown
at_At2g38890 - GO0005554 molecular_function unknown
at_At2g42140 - GO0005554 molecular_function unknown
at_At3g18690 - GO0005554 molecular_function unknown
at_At3g18890 - GO0005554 molecular_function unknown
at_At3g22070 - GO0005554 molecular_function unknown
at_At1g14630 - GO0005554 molecular_function unknown
at_At3g56710 - GO0005515 protein binding
at_At4g19360 - GO0005554 molecular_function unknown
at_At5g08480 - GO0005554 molecular_function unknown
at_At5g39170 - GO0005554 molecular_function unknown
at_At5g39200 - GO0005554 molecular_function unknown
at_At5g44300 - GO0005554 molecular_function unknown
at_At5g52380 - GO0003676 nucleic acid binding
at_At1g32810 - GO0005554 molecular_function unknown
at_At1g01780 - GO0005554 molecular_function unknown
at_At1g03720 - GO0005554 molecular_function unknown
at_At1g70700 - GO0005554 molecular_function unknown
at_At1g74190 - GO0005515 protein binding
at_At1g79850 - GO0003735 structural constituent of ribosome
at_At2g01800 - GO0005554 molecular_function unknown
at_At2g01990 - GO0005554 molecular_function unknown
at_At2g23130 - GO0005554 molecular_function unknown
at_At2g30480 - GO0005554 molecular_function unknown
at_At2g36920 - GO0005554 molecular_function unknown
at_At2g39900 - GO0005554 molecular_function unknown
at_At2g40780 - GO0005554 molecular_function unknown
at_At3g48800 - GO0005554 molecular_function unknown
at_At3g56880 - GO0005554 molecular_function unknown
at_At3g61230 - GO0005554 molecular_function unknown
at_At1g19860 - GO0003676 nucleic acid binding
at_At5g18740 - GO0005554 molecular_function unknown
at_At5g19260 - GO0005554 molecular_function unknown
at_At5g25210 - GO0005554 molecular_function unknown
at_At5g61260 - GO0005554 molecular_function unknown
at_At5g62440 - GO0005554 molecular_function unknown
at_At5g63130 - GO0005554 molecular_function unknown
at_At5g66350 - GO0005515 protein binding
------------------
Rule 720
beta_dist(_1,29.93-101.0),coil_dist(_1,1.54-41.76) = 1
ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),c_len(_3,6.0-9.0),b_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,c,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_5,3.0-6.0) = 1
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_6,a,_5),notequal(_6,_2),notequal(_6,_4),notequal(_6,_3),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),c_len(_5,3.0-6.0) = 0
-> class GO0008233 "peptidase activity"
Evaluation on training data (3815 items):
at_At1g53850 GO0008233 peptidase activity
at_At1g77440 GO0008233 peptidase activity
at_At1g11910 GO0004194 pepsin A activity
at_At3g14290 GO0008233 peptidase activity
at_At3g15710 GO0008233 peptidase activity
at_At1g16470 GO0008233 peptidase activity
at_At4g14800 GO0008233 peptidase activity
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0008233': 191/3815 (5.01%)
Evaluation on validation data (1925 items):
at_At1g62290 GO0004194 pepsin A activity
at_At3g22630 GO0008233 peptidase activity
at_At3g49920 - GO0008308 voltage-dependent ion-selective channel activity
at_At4g05420 - GO0003677 DNA binding
at_At5g15140 - GO0004034 aldose 1-epimerase activity
at_At1g21720 GO0008233 peptidase activity
at_At1g52600 GO0008233 peptidase activity
Validation Accuracy: 4/7 (57.14%)
Validation Frequency class 'GO0008233': 100/1925 (5.19%)
Evaluation on propertest data (2943 items):
at_At1g02510 - GO0015271 outward rectifier potassium channel activity
at_At1g79210 GO0004175 endopeptidase activity
at_At2g07070 - GO0003677 DNA binding
at_At2g22230 - GO0019171 3-hydroxyacyl-ACP dehydratase activity
at_At2g29590 - GO0016291 acyl-CoA thioesterase activity
GO0016788 hydrolase activity\, acting on ester bonds
Propertest Accuracy: 1/5 (20.00%)
Propertest Frequency class 'GO0008233': 146/2943 (4.96%)
New (unknown) data (1925 items):
at_At1g02570 - GO0005554 molecular_function unknown
at_At1g22750 - GO0005554 molecular_function unknown
at_At5g42300 - GO0005554 molecular_function unknown
at_At5g48550 - GO0005554 molecular_function unknown
at_At1g30070 - GO0005554 molecular_function unknown
at_At1g31340 - no entry null
at_At1g32270 - no entry null
at_At1g33120 - GO0003735 structural constituent of ribosome
at_At1g33840 - GO0005554 molecular_function unknown
at_At1g48200 - GO0005554 molecular_function unknown
at_At1g49370 - no entry null
at_At1g52010 - no entry null
at_At1g52250 - GO0003777 microtubule motor activity
at_At1g05190 - GO0003735 structural constituent of ribosome
at_At1g62000 - GO0005554 molecular_function unknown
at_At1g70120 - GO0005554 molecular_function unknown
at_At1g78030 - GO0005554 molecular_function unknown
at_At1g07690 - GO0005554 molecular_function unknown
at_At2g04220 - GO0005554 molecular_function unknown
at_At2g05360 - GO0005554 molecular_function unknown
at_At2g06090 - GO0005554 molecular_function unknown
at_At2g06980 - GO0005554 molecular_function unknown
at_At2g20690 - no entry null
at_At2g29920 - GO0005554 molecular_function unknown
at_At2g38440 - GO0005554 molecular_function unknown
at_At2g41610 - GO0005554 molecular_function unknown
at_At2g43460 - GO0003735 structural constituent of ribosome
at_At2g45780 - GO0005554 molecular_function unknown
at_At2g47990 - GO0000166 nucleotide binding
at_At3g07470 - GO0005554 molecular_function unknown
at_At3g07910 - GO0005554 molecular_function unknown
at_At3g08600 - GO0005554 molecular_function unknown
at_At1g11980 - GO0005554 molecular_function unknown
at_At3g20590 - GO0005554 molecular_function unknown
at_At3g20610 - GO0005554 molecular_function unknown
at_At3g22020 - GO0005554 molecular_function unknown
at_At3g22050 - GO0005554 molecular_function unknown
at_At3g24060 - GO0005554 molecular_function unknown
at_At3g30140 - no entry null
at_At3g42970 - GO0005554 molecular_function unknown
at_At3g44220 - GO0005554 molecular_function unknown
at_At3g45180 - GO0005554 molecular_function unknown
at_At3g57820 - no entry null
at_At3g59540 - GO0003735 structural constituent of ribosome
at_At4g09530 - no entry null
at_At4g10280 - GO0005554 molecular_function unknown
at_At4g16500 - GO0030234 enzyme regulator activity
at_At4g20290 - GO0005554 molecular_function unknown
at_At4g20470 - GO0005554 molecular_function unknown
at_At4g24130 - GO0005554 molecular_function unknown
at_At4g25890 - GO0003735 structural constituent of ribosome
at_At4g29540 - GO0005554 molecular_function unknown
at_At4g33660 - GO0005554 molecular_function unknown
at_At4g38790 - GO0004872 receptor activity
at_At5g04440 - GO0005554 molecular_function unknown
at_At5g05270 - GO0005554 molecular_function unknown
at_At5g11870 - GO0005554 molecular_function unknown
at_At5g14110 - GO0005554 molecular_function unknown
at_At5g15690 - GO0005554 molecular_function unknown
at_At5g19590 - GO0005554 molecular_function unknown
at_At5g19860 - GO0005554 molecular_function unknown
at_At1g01470 - GO0005554 molecular_function unknown
at_At1g81010 - no entry null
at_At2g10460 - GO0005554 molecular_function unknown
at_At2g11510 - no entry null
at_At2g24040 - GO0005554 molecular_function unknown
at_At2g27270 - GO0005554 molecular_function unknown
at_At2g30270 - GO0005554 molecular_function unknown
at_At2g35970 - GO0005554 molecular_function unknown
at_At2g39680 - GO0005554 molecular_function unknown
at_At3g12450 - GO0005554 molecular_function unknown
at_At3g27030 - GO0005554 molecular_function unknown
at_At4g05590 - GO0005554 molecular_function unknown
at_At4g10450 - GO0003735 structural constituent of ribosome
at_At4g12990 - GO0005554 molecular_function unknown
at_At4g23930 - GO0005554 molecular_function unknown
at_At4g32130 - GO0005554 molecular_function unknown
at_At4g36510 - GO0005554 molecular_function unknown
at_At5g41650 - no entry null
at_At1g23220 - GO0003777 microtubule motor activity
at_At5g50660 - GO0005554 molecular_function unknown
at_At5g50980 - no entry null
at_At5g57290 - GO0003735 structural constituent of ribosome
at_At5g63500 - GO0005554 molecular_function unknown
at_At5g66930 - GO0005554 molecular_function unknown
at_At1g33140 - GO0003735 structural constituent of ribosome
at_At1g47300 - GO0005554 molecular_function unknown
at_At1g52330 - GO0005554 molecular_function unknown
at_At1g53950 - GO0005554 molecular_function unknown
at_At1g63580 - GO0005554 molecular_function unknown
at_At1g63590 - GO0005554 molecular_function unknown
at_At1g04750 - GO0005554 molecular_function unknown
at_At1g80800 - no entry null
at_At2g07110 - GO0005554 molecular_function unknown
at_At2g14700 - GO0005554 molecular_function unknown
at_At2g20930 - GO0005554 molecular_function unknown
at_At2g22340 - GO0005554 molecular_function unknown
at_At1g07860 - GO0005554 molecular_function unknown
at_At1g08390 - GO0005554 molecular_function unknown
at_At1g09310 - GO0005554 molecular_function unknown
at_At2g31150 - GO0005554 molecular_function unknown
at_At2g31700 - GO0005554 molecular_function unknown
at_At2g33800 - GO0003735 structural constituent of ribosome
at_At2g41160 - GO0005554 molecular_function unknown
at_At2g47360 - GO0005554 molecular_function unknown
at_At3g07460 - GO0005554 molecular_function unknown
at_At3g15190 - no entry null
at_At3g20600 - GO0004871 signal transducer activity
at_At3g28100 - GO0005554 molecular_function unknown
at_At3g45320 - GO0005554 molecular_function unknown
at_At3g45500 - GO0005554 molecular_function unknown
at_At3g52030 - GO0005554 molecular_function unknown
at_At3g57850 - GO0005554 molecular_function unknown
at_At4g12650 - no entry null
at_At4g12980 - GO0005554 molecular_function unknown
at_At4g13150 - GO0005554 molecular_function unknown
at_At4g26710 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At1g20360 - GO0005554 molecular_function unknown
at_At4g35530 - GO0005554 molecular_function unknown
at_At5g06020 - GO0005554 molecular_function unknown
at_At5g08090 - GO0005554 molecular_function unknown
at_At5g16380 - GO0005554 molecular_function unknown
at_At5g25100 - no entry null
at_At5g28570 - GO0005554 molecular_function unknown
at_At5g39790 - GO0005554 molecular_function unknown
at_At5g40970 - GO0005554 molecular_function unknown
at_At5g40980 - GO0005554 molecular_function unknown
at_At5g43480 - GO0005554 molecular_function unknown
at_At5g45870 - GO0005554 molecular_function unknown
at_At5g50230 - GO0000166 nucleotide binding
at_At5g50560 - GO0005554 molecular_function unknown
at_At5g54530 - GO0005554 molecular_function unknown
------------------
Rule 785
ss(_1,_3,c,_2),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),c_len(_3,9.0-11.0),a_len(_2,11.0-15.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,48.08-53.24),b_len(_2,1.0-3.0) = 1
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 1
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,11.0-15.0) = 1
-> class GO0008233 "peptidase activity"
Evaluation on training data (3815 items):
at_At5g58830 GO0004289 subtilase activity
at_At5g59120 GO0004289 subtilase activity
at_At5g59130 GO0004289 subtilase activity
at_At1g78850 - GO0005529 sugar binding
at_At2g05920 GO0004289 subtilase activity
at_At2g47940 GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g61820 GO0004194 pepsin A activity
at_At4g00230 GO0004289 subtilase activity
at_At4g10550 GO0004289 subtilase activity
at_At4g21650 GO0004289 subtilase activity
Training Accuracy: 9/10 (90.00%)
Training Frequency class 'GO0008233': 191/3815 (5.01%)
Evaluation on validation data (1925 items):
at_At2g39850 GO0004289 subtilase activity
at_At3g51340 GO0004194 pepsin A activity
at_At4g15040 GO0004289 subtilase activity
at_At5g36950 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g58840 GO0004289 subtilase activity
at_At1g30600 GO0004289 subtilase activity
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'GO0008233': 100/1925 (5.19%)
Evaluation on propertest data (2943 items):
at_At1g64830 GO0004194 pepsin A activity
at_At3g18490 GO0004194 pepsin A activity
at_At3g28490 - GO0016706 oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen\, 2-oxoglutarate as one donor\, and incorporation of one atom each of oxygen into both donors
at_At4g03210 - GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g13080 - GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g20430 GO0004289 subtilase activity
at_At4g21630 GO0004289 subtilase activity
at_At5g03620 GO0004289 subtilase activity
at_At5g67090 GO0004289 subtilase activity
at_At1g31670 - GO0005507 copper ion binding
GO0008122 amine oxidase (copper-containing) activity
Propertest Accuracy: 6/10 (60.00%)
Propertest Frequency class 'GO0008233': 146/2943 (4.96%)
New (unknown) data (1925 items):
at_At1g21600 - GO0005554 molecular_function unknown
at_At5g49150 - GO0005554 molecular_function unknown
at_At1g35860 - GO0005554 molecular_function unknown
at_At1g65240 - no entry null
at_At1g76770 - GO0005554 molecular_function unknown
at_At2g04840 - GO0005554 molecular_function unknown
at_At2g18910 - GO0005554 molecular_function unknown
at_At1g09750 - GO0005554 molecular_function unknown
at_At2g29810 - GO0005554 molecular_function unknown
at_At2g36670 - no entry null
at_At3g29185 - GO0005554 molecular_function unknown
at_At4g22050 - no entry null
at_At1g05840 - no entry null
at_At1g76150 - GO0016491 oxidoreductase activity
at_At3g14920 - GO0005554 molecular_function unknown
at_At5g08390 - GO0005554 molecular_function unknown
at_At5g33350 - no entry null
at_At1g67450 - GO0005554 molecular_function unknown
at_At2g43740 - GO0005554 molecular_function unknown
at_At3g25700 - GO0005554 molecular_function unknown
at_At3g42240 - GO0005554 molecular_function unknown
at_At3g51690 - GO0005554 molecular_function unknown
at_At1g21760 - GO0005554 molecular_function unknown
at_At5g22850 - no entry null
------------------
Rule 1486
ss(_1,_3,c,_2),c_len(_3,15.0-30.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),coil_dist(_1,1.54-41.76),a_len(_2,15.0-30.0) = 1
ss(_1,_3,b,_2),c_len(_2,6.0-9.0),b_len(_3,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,6.0-9.0),a_len(_2,30.0-1200.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,11.94-19.41),c_len(_2,3.0-6.0),b_len(_3,11.0-15.0) = 0
ss(_1,_3,b,_2),c_len(_2,6.0-9.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,11.0-15.0) = 0
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,11.0-15.0) = 0
ss(_1,_3,b,_2),c_len(_2,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,9.0-11.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),c_len(_2,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),a_len(_4,30.0-1200.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,a,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 1
-> class GO0015290 "electrochemical potential-driven transporter activity"
Evaluation on training data (3815 items):
at_At1g01790 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At5g43350 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g53550 - GO0015198 oligopeptide transporter activity
at_At5g55380 - GO0008415 acyltransferase activity
at_At5g55470 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g58560 - GO0004605 phosphatidate cytidylyltransferase activity
at_At5g58780 - GO0045547 dehydrodolichyl diphosphate synthase activity
at_At5g59250 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g59740 - GO0005354 galactose transporter activity
at_At5g63850 GO0015172 acidic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
GO0015399 primary active transporter activity
at_At1g24400 GO0015359 amino acid permease activity
at_At1g31830 GO0015326 cationic amino acid transporter activity
at_At1g33090 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g33100 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g47240 - GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g47590 - GO0005345 purine transporter activity
at_At1g48640 GO0015359 amino acid permease activity
at_At1g50310 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g54370 GO0015385 sodium\:hydrogen antiporter activity
at_At1g05030 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g58360 GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g61270 GO0015359 amino acid permease activity
at_At1g61800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At1g66570 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g71680 GO0015359 amino acid permease activity
at_At1g71890 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g75470 - GO0005345 purine transporter activity
at_At1g77210 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g79400 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g79610 GO0015385 sodium\:hydrogen antiporter activity
at_At1g80300 GO0005471 ATP\:ADP antiporter activity
at_At1g05940 GO0015326 cationic amino acid transporter activity
at_At1g06970 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g80510 GO0015359 amino acid permease activity
at_At2g01170 GO0015359 amino acid permease activity
at_At2g13620 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g16120 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g17500 GO0009672 auxin\:hydrogen symporter activity
at_At2g22730 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g28180 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g08140 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g08150 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g08230 GO0015359 amino acid permease activity
at_At1g08930 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g08960 GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At2g31910 GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At2g34960 GO0015326 cationic amino acid transporter activity
at_At2g38060 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g39890 GO0015359 amino acid permease activity
at_At2g43330 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g08040 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g10600 GO0015326 cationic amino acid transporter activity
at_At3g12100 - GO0008324 cation transporter activity
GO0015562 efflux permease activity
at_At1g12500 - GO0008514 organic anion transporter activity
at_At3g25585 - GO0030572 phosphatidyltransferase activity
at_At3g28960 GO0015359 amino acid permease activity
at_At3g30390 GO0015359 amino acid permease activity
at_At1g12940 - GO0015112 nitrate transporter activity
at_At1g13560 - GO0030572 phosphatidyltransferase activity
at_At3g47420 GO0005351 sugar porter activity
at_At3g53720 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At4g01470 - GO0015250 water channel activity
at_At4g02050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g15160 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g15170 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g16390 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g17050 - GO0004161 dimethylallyltranstransferase activity
at_At4g08700 - GO0005345 purine transporter activity
at_At4g16480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g18210 - GO0005345 purine transporter activity
at_At4g21480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g21910 GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g01490 GO0015368 calcium\:cation antiporter activity
GO0015369 calcium\:hydrogen antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g06170 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g11800 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g19450 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g19770 - GO0005345 purine transporter activity
at_At1g20860 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g14940 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At5g15240 GO0015359 amino acid permease activity
at_At5g16150 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g16530 GO0005215 transporter activity
GO0009672 auxin\:hydrogen symporter activity
at_At5g16740 GO0015359 amino acid permease activity
at_At5g17010 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g17850 GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g17860 GO0005432 calcium\:sodium antiporter activity
GO0015491 cation\:cation antiporter activity
at_At5g22900 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
at_At5g22910 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g23270 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g24380 - GO0015198 oligopeptide transporter activity
at_At5g26250 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g33320 GO0009670 triose-phosphate transporter activity
GO0015297 antiporter activity
at_At5g38820 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At5g40780 GO0015359 amino acid permease activity
at_At5g41160 - GO0005345 purine transporter activity
Training Accuracy: 76/96 (79.17%)
Training Frequency class 'GO0015290': 124/3815 (3.25%)
Evaluation on validation data (1925 items):
at_At1g04310 - GO0004673 protein-histidine kinase activity
at_At1g54730 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g62430 - GO0004605 phosphatidate cytidylyltransferase activity
at_At1g65730 - GO0015198 oligopeptide transporter activity
at_At1g66780 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g67300 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g67640 GO0005279 amino acid-polyamine transporter activity
GO0015359 amino acid permease activity
at_At1g76430 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At1g77990 - GO0015116 sulfate transporter activity
at_At1g78560 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At1g79820 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g80830 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g20780 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g08090 - GO0015112 nitrate transporter activity
at_At1g08890 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g09960 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g29650 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g32830 GO0005315 inorganic phosphate transporter activity
GO0015114 phosphate transporter activity
at_At2g35740 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g40420 GO0005279 amino acid-polyamine transporter activity
at_At2g44660 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g46800 - GO0005385 zinc ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g48020 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g11900 GO0015171 amino acid transporter activity
GO0015173 aromatic amino acid transporter activity
GO0015175 neutral amino acid transporter activity
GO0015359 amino acid permease activity
at_At3g14410 - GO0008514 organic anion transporter activity
at_At3g17430 - GO0008514 organic anion transporter activity
at_At3g18830 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g19940 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g15180 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g45060 - GO0015112 nitrate transporter activity
at_At3g46180 - GO0005354 galactose transporter activity
at_At3g54700 GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At4g03550 - GO0003843 1\,3-beta-glucan synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g04750 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g05120 - GO0005337 nucleoside transporter activity
at_At4g22340 - GO0004605 phosphatidate cytidylyltransferase activity
at_At1g15690 - GO0009678 hydrogen-translocating pyrophosphatase activity
GO0016887 ATPase activity
at_At4g36790 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g01680 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g05630 GO0005554 molecular_function unknown
GO0015326 cationic amino acid transporter activity
at_At5g10450 - GO0045308 protein amino acid binding
GO0045309 phosphoprotein amino acid binding
at_At5g10480 - GO0004725 protein-tyrosine-phosphatase activity
at_At5g18840 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27350 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g41800 GO0015359 amino acid permease activity
at_At1g21870 - GO0008514 organic anion transporter activity
at_At5g43360 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g65980 GO0009672 auxin\:hydrogen symporter activity
at_At1g44100 GO0015171 amino acid transporter activity
GO0015174 basic amino acid transporter activity
GO0015359 amino acid permease activity
at_At1g48010 - GO0046910 pectinesterase inhibitor activity
at_At1g48370 - GO0015198 oligopeptide transporter activity
Validation Accuracy: 30/51 (58.82%)
Validation Frequency class 'GO0015290': 63/1925 (3.27%)
Evaluation on propertest data (2943 items):
at_At1g02630 - GO0005337 nucleoside transporter activity
at_At1g34580 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g48270 - GO0004930 G-protein coupled receptor activity
at_At1g49810 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g60600 - GO0004659 prenyltransferase activity
at_At1g60960 - GO0008324 cation transporter activity
GO0046873 metal ion transporter activity
at_At1g70330 GO0005337 nucleoside transporter activity
GO0010174 nucleoside transporter activity\, against a concentration gradient
at_At1g71140 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g71870 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g73700 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g75220 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g77690 GO0005215 transporter activity
GO0015359 amino acid permease activity
at_At1g78000 - GO0015116 sulfate transporter activity
at_At1g79410 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g13650 - GO0005338 nucleotide-sugar transporter activity
GO0005458 GDP-mannose transporter activity
at_At2g16970 - GO0008493 tetracycline transporter activity
at_At2g18480 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g18590 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g23150 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g24220 - GO0005345 purine transporter activity
at_At1g08920 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g10010 GO0015359 amino acid permease activity
at_At2g36590 GO0015359 amino acid permease activity
at_At2g42590 - GO0045308 protein amino acid binding
GO0045309 phosphoprotein amino acid binding
at_At2g47800 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g09990 - GO0005337 nucleoside transporter activity
at_At3g10290 - GO0008514 organic anion transporter activity
at_At3g11820 - GO0005486 t-SNARE activity
at_At3g13050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At3g19930 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
GO0015145 monosaccharide transporter activity
at_At1g11260 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g12950 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g21690 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g23550 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g23560 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g27020 - GO0015198 oligopeptide transporter activity
at_At3g44900 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g44930 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At3g46970 - GO0004645 phosphorylase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55740 GO0015359 amino acid permease activity
at_At3g59030 GO0005215 transporter activity
GO0005386 carrier activity
GO0015297 antiporter activity
at_At1g15150 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g15500 GO0005471 ATP\:ADP antiporter activity
at_At1g16370 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g16380 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At1g16780 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0009678 hydrogen-translocating pyrophosphatase activity
at_At4g04970 - GO0003843 1\,3-beta-glucan synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g05130 - GO0005337 nucleoside transporter activity
at_At4g05140 - GO0005337 nucleoside transporter activity
at_At4g12030 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At4g15230 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g17550 GO0005351 sugar porter activity
at_At4g18050 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18220 - GO0005345 purine transporter activity
at_At4g21120 GO0015326 cationic amino acid transporter activity
at_At4g22790 GO0005215 transporter activity
GO0015297 antiporter activity
at_At4g24120 - GO0015198 oligopeptide transporter activity
at_At4g24250 - GO0005516 calmodulin binding
at_At4g25570 - GO0008805 carbon-monoxide oxygenase activity
at_At4g36670 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g38250 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g01690 GO0005451 monovalent cation\:proton antiporter activity
GO0005554 molecular_function unknown
GO0015385 sodium\:hydrogen antiporter activity
at_At5g09220 GO0015359 amino acid permease activity
at_At5g10420 GO0015297 antiporter activity
at_At5g14570 - GO0015112 nitrate transporter activity
at_At1g22510 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g23810 GO0015171 amino acid transporter activity
GO0015359 amino acid permease activity
at_At5g24120 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
GO0016987 sigma factor activity
at_At5g25400 - GO0008514 organic anion transporter activity
at_At5g26340 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g27150 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g36170 - GO0003747 translation release factor activity
at_At5g41000 - GO0015198 oligopeptide transporter activity
at_At5g43370 GO0003999 adenine phosphoribosyltransferase activity
GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g43610 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g44370 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At5g47450 - GO0015250 water channel activity
at_At5g47560 GO0017153 sodium\:dicarboxylate symporter activity
at_At5g49130 GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g55330 - GO0008415 acyltransferase activity
at_At1g25530 GO0015359 amino acid permease activity
at_At1g28220 - GO0005345 purine transporter activity
at_At1g28230 - GO0005345 purine transporter activity
GO0015211 purine nucleoside transporter activity
at_At5g60780 - GO0015112 nitrate transporter activity
at_At5g61520 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
Propertest Accuracy: 48/85 (56.47%)
Propertest Frequency class 'GO0015290': 97/2943 (3.30%)
New (unknown) data (1925 items):
at_At1g01020 - GO0005554 molecular_function unknown
at_At1g21460 - GO0005554 molecular_function unknown
at_At1g22930 - GO0005554 molecular_function unknown
at_At1g22960 - GO0005554 molecular_function unknown
at_At5g47460 - GO0005554 molecular_function unknown
at_At5g50140 - GO0005515 protein binding
at_At5g53080 - GO0005554 molecular_function unknown
at_At5g55740 - GO0005554 molecular_function unknown
at_At5g55950 - GO0005554 molecular_function unknown
at_At5g62890 - GO0015646 permease activity
at_At1g26730 - GO0005554 molecular_function unknown
at_At5g66660 - GO0005554 molecular_function unknown
at_At1g30560 - no entry null
at_At1g31780 - GO0005554 molecular_function unknown
at_At1g43630 - GO0005554 molecular_function unknown
at_At1g50240 - GO0005554 molecular_function unknown
at_At1g50550 - GO0015034 cytochrome P450 activity
at_At1g50740 - GO0005554 molecular_function unknown
at_At1g52410 - GO0005554 molecular_function unknown
at_At1g04200 - GO0005554 molecular_function unknown
at_At1g04570 - GO0005215 transporter activity
at_At1g59720 - GO0005554 molecular_function unknown
at_At1g61450 - GO0005554 molecular_function unknown
at_At1g64320 - GO0005554 molecular_function unknown
at_At1g66770 - GO0005554 molecular_function unknown
at_At1g68650 - GO0005554 molecular_function unknown
at_At1g70260 - GO0005554 molecular_function unknown
at_At1g72120 - GO0005215 transporter activity
at_At1g72560 - no entry null
at_At1g73220 - GO0015144 carbohydrate transporter activity
at_At1g73970 - GO0005554 molecular_function unknown
at_At1g75500 - GO0005554 molecular_function unknown
at_At1g76800 - GO0005554 molecular_function unknown
at_At1g78930 - GO0005554 molecular_function unknown
at_At1g80530 - GO0005554 molecular_function unknown
at_At2g01390 - GO0005554 molecular_function unknown
at_At2g02020 - GO0005215 transporter activity
at_At2g06980 - GO0005554 molecular_function unknown
at_At2g13120 - no entry null
at_At2g17470 - GO0005554 molecular_function unknown
at_At2g17670 - GO0005554 molecular_function unknown
at_At2g18220 - GO0005554 molecular_function unknown
at_At2g18680 - GO0005554 molecular_function unknown
at_At2g21090 - GO0005554 molecular_function unknown
at_At2g22320 - GO0005554 molecular_function unknown
at_At1g08900 - GO0015144 carbohydrate transporter activity
at_At2g30120 - GO0005554 molecular_function unknown
at_At2g31190 - GO0005554 molecular_function unknown
at_At2g34580 - GO0005554 molecular_function unknown
at_At2g38460 - GO0005215 transporter activity
at_At3g09470 - GO0005554 molecular_function unknown
at_At3g11680 - GO0005554 molecular_function unknown
at_At1g11200 - GO0005554 molecular_function unknown
at_At1g11450 - GO0005554 molecular_function unknown
at_At3g16690 - GO0005554 molecular_function unknown
at_At3g18200 - GO0005554 molecular_function unknown
at_At3g19060 - no entry null
at_At3g23430 - GO0005554 molecular_function unknown
at_At3g28070 - GO0005554 molecular_function unknown
at_At3g30340 - GO0005554 molecular_function unknown
at_At3g33000 - no entry null
at_At1g12730 - GO0005554 molecular_function unknown
at_At1g14530 - GO0046790 virion binding
at_At3g45700 - GO0005215 transporter activity
at_At3g48650 - GO0005554 molecular_function unknown
at_At3g59090 - GO0005554 molecular_function unknown
at_At3g59310 - GO0005554 molecular_function unknown
at_At4g01450 - GO0005554 molecular_function unknown
at_At1g16230 - no entry null
at_At4g04480 - GO0005554 molecular_function unknown
at_At4g09810 - GO0005554 molecular_function unknown
at_At4g10720 - GO0005515 protein binding
at_At4g13590 - GO0005554 molecular_function unknown
at_At4g14280 - GO0005554 molecular_function unknown
at_At4g15630 - GO0005554 molecular_function unknown
at_At4g16390 - GO0005554 molecular_function unknown
at_At4g16530 - GO0005554 molecular_function unknown
at_At4g17210 - GO0005554 molecular_function unknown
at_At4g18080 - GO0005554 molecular_function unknown
at_At4g20060 - GO0005554 molecular_function unknown
at_At4g22330 - no entry null
at_At4g22850 - GO0005554 molecular_function unknown
at_At4g24460 - GO0005554 molecular_function unknown
at_At4g25120 - no entry null
at_At4g25220 - no entry null
at_At4g28040 - GO0005554 molecular_function unknown
at_At1g18510 - GO0005554 molecular_function unknown
at_At1g18940 - GO0005554 molecular_function unknown
at_At4g31340 - GO0005554 molecular_function unknown
at_At4g31600 - GO0005554 molecular_function unknown
at_At4g37220 - GO0005554 molecular_function unknown
at_At4g38320 - GO0005554 molecular_function unknown
at_At4g38760 - GO0005554 molecular_function unknown
at_At4g38790 - GO0004872 receptor activity
at_At4g39390 - GO0005554 molecular_function unknown
at_At5g01510 - GO0005554 molecular_function unknown
at_At5g07050 - GO0005554 molecular_function unknown
at_At5g08510 - GO0005554 molecular_function unknown
at_At1g20200 - GO0005554 molecular_function unknown
at_At5g13170 - GO0005554 molecular_function unknown
at_At5g14120 - GO0005554 molecular_function unknown
at_At5g17830 - GO0005554 molecular_function unknown
at_At5g23920 - GO0005554 molecular_function unknown
at_At5g25040 - GO0005215 transporter activity
at_At5g26360 - GO0003754 chaperone activity
at_At5g27330 - GO0005554 molecular_function unknown
at_At5g37430 - GO0005554 molecular_function unknown
at_At5g37460 - GO0005554 molecular_function unknown
at_At5g38870 - no entry null
at_At5g40240 - GO0005554 molecular_function unknown
at_At5g41600 - GO0005554 molecular_function unknown
at_At1g01550 - GO0005554 molecular_function unknown
at_At1g59740 - GO0005215 transporter activity
at_At1g64490 - GO0005554 molecular_function unknown
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g71270 - GO0005554 molecular_function unknown
at_At1g75000 - GO0005554 molecular_function unknown
at_At2g02730 - GO0005554 molecular_function unknown
at_At2g05760 - GO0015646 permease activity
at_At2g15970 - GO0005554 molecular_function unknown
at_At2g18100 - GO0005554 molecular_function unknown
at_At2g28120 - GO0005554 molecular_function unknown
at_At1g06470 - GO0005554 molecular_function unknown
at_At1g10030 - GO0005554 molecular_function unknown
at_At2g36820 - GO0005554 molecular_function unknown
at_At2g46890 - GO0005554 molecular_function unknown
at_At2g48060 - GO0005554 molecular_function unknown
at_At3g09450 - GO0005554 molecular_function unknown
at_At3g20050 - GO0003754 chaperone activity
at_At3g21670 - GO0005215 transporter activity
at_At3g29450 - GO0005554 molecular_function unknown
at_At3g54510 - GO0005554 molecular_function unknown
at_At3g56620 - GO0005554 molecular_function unknown
at_At3g57170 - no entry null
at_At3g58590 - GO0005554 molecular_function unknown
at_At3g59340 - GO0005554 molecular_function unknown
at_At4g01360 - GO0005554 molecular_function unknown
at_At4g15540 - GO0005554 molecular_function unknown
at_At4g16340 - GO0005554 molecular_function unknown
at_At4g20410 - GO0005478 intracellular transporter activity
at_At1g19800 - GO0005319 lipid transporter activity
at_At1g19970 - GO0004872 receptor activity
at_At1g20180 - GO0005554 molecular_function unknown
at_At4g30420 - GO0005554 molecular_function unknown
at_At4g32450 - GO0005554 molecular_function unknown
at_At4g33700 - GO0005554 molecular_function unknown
at_At5g04680 - GO0005554 molecular_function unknown
at_At5g11390 - GO0005554 molecular_function unknown
at_At5g11570 - GO0005215 transporter activity
at_At5g15000 - GO0005554 molecular_function unknown
at_At5g15280 - GO0005554 molecular_function unknown
at_At5g16070 - GO0003754 chaperone activity
at_At5g19930 - GO0005554 molecular_function unknown
at_At5g19980 - GO0005554 molecular_function unknown
at_At5g27210 - GO0005554 molecular_function unknown
at_At5g37650 - GO0005554 molecular_function unknown
at_At1g22550 - GO0005215 transporter activity
at_At1g22570 - GO0005215 transporter activity
at_At5g61400 - GO0005554 molecular_function unknown
at_At1g26460 - GO0005554 molecular_function unknown
at_At1g43650 - GO0005554 molecular_function unknown
at_At1g49960 - GO0015646 permease activity
at_At1g51350 - GO0005554 molecular_function unknown
at_At1g54090 - GO0005515 protein binding
at_At1g33110 - no entry null
at_At1g34050 - GO0005515 protein binding
at_At1g35350 - GO0005554 molecular_function unknown
at_At1g51730 - GO0005554 molecular_function unknown
at_At1g68170 - GO0005554 molecular_function unknown
at_At1g69850 - GO0005215 transporter activity
at_At1g05750 - GO0005554 molecular_function unknown
at_At1g75990 - GO0005554 molecular_function unknown
at_At1g76670 - GO0005554 molecular_function unknown
at_At1g79280 - GO0005554 molecular_function unknown
at_At2g26240 - GO0005554 molecular_function unknown
at_At2g27240 - GO0005554 molecular_function unknown
at_At1g09900 - GO0005554 molecular_function unknown
at_At1g10340 - GO0005515 protein binding
at_At2g31940 - GO0005554 molecular_function unknown
at_At2g32900 - GO0005554 molecular_function unknown
at_At2g32970 - GO0005554 molecular_function unknown
at_At2g34190 - GO0015646 permease activity
at_At2g39210 - GO0005554 molecular_function unknown
at_At2g43250 - GO0005554 molecular_function unknown
at_At3g06710 - GO0005554 molecular_function unknown
at_At3g07080 - GO0005554 molecular_function unknown
at_At3g11830 - GO0003754 chaperone activity
at_At3g13770 - GO0005554 molecular_function unknown
at_At3g18670 - GO0005515 protein binding
at_At1g10540 - GO0015646 permease activity
at_At3g20460 - GO0015144 carbohydrate transporter activity
at_At3g23160 - GO0005554 molecular_function unknown
at_At3g25160 - GO0004872 receptor activity
at_At3g28050 - GO0005554 molecular_function unknown
at_At3g28130 - GO0005554 molecular_function unknown
at_At3g28820 - GO0005554 molecular_function unknown
at_At3g28980 - GO0005554 molecular_function unknown
at_At3g29110 - GO0005554 molecular_function unknown
at_At3g45280 - GO0008565 protein transporter activity
at_At3g45690 - GO0005215 transporter activity
at_At3g48640 - GO0005554 molecular_function unknown
at_At3g50830 - GO0005554 molecular_function unknown
at_At3g51400 - GO0005554 molecular_function unknown
at_At3g53210 - GO0005554 molecular_function unknown
at_At3g53560 - GO0005554 molecular_function unknown
at_At1g14730 - no entry null
at_At1g15620 - GO0005554 molecular_function unknown
at_At3g61560 - GO0005554 molecular_function unknown
at_At4g10850 - GO0005554 molecular_function unknown
at_At4g15310 - GO0015034 cytochrome P450 activity
at_At4g17220 - GO0005554 molecular_function unknown
at_At4g21260 - GO0005554 molecular_function unknown
at_At4g24980 - GO0005554 molecular_function unknown
at_At4g25010 - GO0005554 molecular_function unknown
at_At4g25350 - GO0005554 molecular_function unknown
at_At4g27720 - GO0005554 molecular_function unknown
at_At4g29140 - no entry null
at_At4g30820 - GO0005554 molecular_function unknown
at_At4g34320 - GO0005554 molecular_function unknown
at_At4g38730 - GO0005554 molecular_function unknown
at_At5g02410 - GO0005554 molecular_function unknown
at_At5g05780 - GO0005554 molecular_function unknown
at_At5g09950 - GO0005554 molecular_function unknown
at_At5g10580 - GO0005554 molecular_function unknown
at_At5g12170 - GO0005554 molecular_function unknown
at_At1g22540 - GO0005215 transporter activity
at_At5g24600 - GO0005554 molecular_function unknown
at_At5g26820 - GO0005554 molecular_function unknown
at_At5g36710 - GO0005554 molecular_function unknown
at_At5g37570 - GO0005554 molecular_function unknown
at_At5g40230 - GO0005554 molecular_function unknown
at_At5g40670 - GO0005554 molecular_function unknown
at_At5g42090 - GO0005554 molecular_function unknown
at_At5g47470 - GO0005554 molecular_function unknown
at_At5g50110 - GO0005554 molecular_function unknown
at_At5g51150 - GO0005554 molecular_function unknown
at_At5g51340 - GO0005554 molecular_function unknown
at_At5g54710 - GO0005515 protein binding
at_At1g24510 - GO0003754 chaperone activity
at_At1g25270 - GO0005554 molecular_function unknown
at_At1g25500 - GO0005554 molecular_function unknown
at_At5g57100 - GO0005554 molecular_function unknown
at_At5g58100 - GO0005554 molecular_function unknown
at_At5g59470 - GO0005554 molecular_function unknown
------------------
Rule 1208
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),a_len(_2,6.0-9.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_4,15.0-30.0) = 1
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),alpha_dist(_1,33.33-45.54),c_len(_2,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,0.0-5.15),a_len(_4,9.0-11.0) = 1
-> class GO0015290 "electrochemical potential-driven transporter activity"
Evaluation on training data (3815 items):
at_At5g43350 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g53550 - GO0015198 oligopeptide transporter activity
at_At5g55380 - GO0008415 acyltransferase activity
at_At5g55470 GO0015081 sodium ion transporter activity
GO0015385 sodium\:hydrogen antiporter activity
at_At5g58560 - GO0004605 phosphatidate cytidylyltransferase activity
at_At1g47240 - GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At1g61800 GO0015152 glucose-6-phosphate transporter activity
GO0015297 antiporter activity
at_At1g66570 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g71890 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At1g78920 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0009678 hydrogen-translocating pyrophosphatase activity
at_At1g79610 GO0015385 sodium\:hydrogen antiporter activity
at_At2g02860 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g16120 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At2g26900 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At2g36990 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
GO0016987 sigma factor activity
at_At2g38060 GO0005351 sugar porter activity
GO0008514 organic anion transporter activity
GO0015144 carbohydrate transporter activity
at_At2g38100 - GO0015171 amino acid transporter activity
GO0015210 uracil transporter activity
at_At3g08040 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g10970 - GO0005375 copper ion transporter activity
GO0008324 cation transporter activity
at_At3g17130 - GO0046910 pectinesterase inhibitor activity
at_At3g17650 - GO0015198 oligopeptide transporter activity
at_At3g47420 GO0005351 sugar porter activity
at_At3g62270 GO0015380 anion exchanger activity
at_At4g00350 GO0005215 transporter activity
GO0015297 antiporter activity
at_At4g00370 - GO0008514 organic anion transporter activity
at_At4g02050 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g32510 GO0015380 anion exchanger activity
at_At5g06170 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g11800 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At5g15100 GO0005215 transporter activity
GO0009672 auxin\:hydrogen symporter activity
at_At5g17630 GO0005355 glucose transporter activity
GO0015297 antiporter activity
at_At5g18580 - GO0030359 protein phosphatase type 2B regulator activity
at_At5g27360 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
Training Accuracy: 21/33 (63.64%)
Training Frequency class 'GO0015290': 124/3815 (3.25%)
Evaluation on validation data (1925 items):
at_At1g65730 - GO0015198 oligopeptide transporter activity
at_At1g78560 GO0005215 transporter activity
GO0008508 bile acid\:sodium symporter activity
at_At1g80830 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g19600 GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g08090 - GO0015112 nitrate transporter activity
at_At1g09960 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0008515 sucrose transporter activity
GO0015144 carbohydrate transporter activity
at_At2g38940 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At3g14410 - GO0008514 organic anion transporter activity
at_At3g17430 - GO0008514 organic anion transporter activity
at_At1g15180 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g45060 - GO0015112 nitrate transporter activity
at_At4g04760 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g05120 - GO0005337 nucleoside transporter activity
at_At5g08080 - GO0005486 t-SNARE activity
at_At5g18840 GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g21870 - GO0008514 organic anion transporter activity
at_At5g43340 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g43360 GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
Validation Accuracy: 9/18 (50.00%)
Validation Frequency class 'GO0015290': 63/1925 (3.27%)
Evaluation on propertest data (2943 items):
at_At1g33080 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g49810 GO0015385 sodium\:hydrogen antiporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g55730 GO0015368 calcium\:cation antiporter activity
GO0015491 cation\:cation antiporter activity
at_At1g60960 - GO0008324 cation transporter activity
GO0046873 metal ion transporter activity
at_At1g71140 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g74810 GO0015380 anion exchanger activity
at_At1g76520 GO0009672 auxin\:hydrogen symporter activity
at_At2g14670 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At2g23150 - GO0005384 manganese ion transporter activity
GO0015103 inorganic anion transporter activity
GO0046873 metal ion transporter activity
at_At2g38290 GO0008519 ammonium transporter activity
GO0015398 high affinity ammonium transporter activity
at_At1g12110 - GO0005215 transporter activity
GO0015112 nitrate transporter activity
at_At3g21690 GO0005215 transporter activity
GO0015297 antiporter activity
at_At3g23550 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g15150 GO0005215 transporter activity
GO0015297 antiporter activity
at_At1g15500 GO0005471 ATP\:ADP antiporter activity
at_At4g17550 GO0005351 sugar porter activity
at_At4g22790 GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g10420 GO0015297 antiporter activity
at_At5g14570 - GO0015112 nitrate transporter activity
at_At5g24120 - GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
GO0016987 sigma factor activity
at_At5g25400 - GO0008514 organic anion transporter activity
at_At5g41000 - GO0015198 oligopeptide transporter activity
at_At5g43370 GO0003999 adenine phosphoribosyltransferase activity
GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At5g43610 GO0005351 sugar porter activity
GO0008506 sucrose\:hydrogen symporter activity
GO0015144 carbohydrate transporter activity
at_At5g47560 GO0017153 sodium\:dicarboxylate symporter activity
at_At5g49130 GO0005215 transporter activity
GO0015297 antiporter activity
at_At5g51540 - GO0004222 metalloendopeptidase activity
at_At5g60780 - GO0015112 nitrate transporter activity
Propertest Accuracy: 19/28 (67.86%)
Propertest Frequency class 'GO0015290': 97/2943 (3.30%)
New (unknown) data (1925 items):
at_At1g22930 - GO0005554 molecular_function unknown
at_At1g22960 - GO0005554 molecular_function unknown
at_At5g42420 - GO0005554 molecular_function unknown
at_At5g45480 - GO0005554 molecular_function unknown
at_At5g46050 - GO0005215 transporter activity
at_At5g48390 - GO0005554 molecular_function unknown
at_At5g49580 - GO0003754 chaperone activity
at_At5g50140 - GO0005515 protein binding
at_At5g51960 - GO0005554 molecular_function unknown
at_At5g53080 - GO0005554 molecular_function unknown
at_At5g55740 - GO0005554 molecular_function unknown
at_At5g55950 - GO0005554 molecular_function unknown
at_At1g24460 - GO0005554 molecular_function unknown
at_At5g66660 - GO0005554 molecular_function unknown
at_At5g67340 - GO0005554 molecular_function unknown
at_At1g27040 - GO0005215 transporter activity
at_At1g27080 - GO0005215 transporter activity
at_At1g30560 - no entry null
at_At1g31780 - GO0005554 molecular_function unknown
at_At1g32040 - GO0005554 molecular_function unknown
at_At1g33440 - GO0005215 transporter activity
at_At1g33940 - GO0005554 molecular_function unknown
at_At1g48280 - GO0005554 molecular_function unknown
at_At1g50550 - GO0015034 cytochrome P450 activity
at_At1g03670 - GO0005515 protein binding
at_At1g62200 - GO0005215 transporter activity
at_At1g64320 - GO0005554 molecular_function unknown
at_At1g69700 - GO0005554 molecular_function unknown
at_At1g69870 - GO0005215 transporter activity
at_At1g72560 - no entry null
at_At1g74770 - GO0005554 molecular_function unknown
at_At1g78930 - GO0005554 molecular_function unknown
at_At1g80530 - GO0005554 molecular_function unknown
at_At2g02020 - GO0005215 transporter activity
at_At2g13120 - no entry null
at_At2g18220 - GO0005554 molecular_function unknown
at_At2g26690 - GO0005215 transporter activity
at_At2g30300 - GO0005554 molecular_function unknown
at_At2g31900 - GO0003774 motor activity
at_At2g33820 - GO0005488 binding
at_At2g41830 - GO0005554 molecular_function unknown
at_At2g45690 - GO0005554 molecular_function unknown
at_At1g11450 - GO0005554 molecular_function unknown
at_At3g18160 - GO0005554 molecular_function unknown
at_At3g19060 - no entry null
at_At3g25260 - GO0005215 transporter activity
at_At1g12730 - GO0005554 molecular_function unknown
at_At1g14360 - no entry null
at_At1g14530 - GO0046790 virion binding
at_At3g45650 - GO0005215 transporter activity
at_At3g45680 - GO0005215 transporter activity
at_At3g48650 - GO0005554 molecular_function unknown
at_At3g59800 - GO0005554 molecular_function unknown
at_At4g02030 - GO0005554 molecular_function unknown
at_At4g03470 - GO0005515 protein binding
at_At4g10720 - GO0005515 protein binding
at_At4g14390 - GO0005554 molecular_function unknown
at_At4g16390 - GO0005554 molecular_function unknown
at_At4g27630 - GO0005554 molecular_function unknown
at_At1g18880 - GO0005215 transporter activity
at_At1g18940 - GO0005554 molecular_function unknown
at_At4g34330 - GO0005554 molecular_function unknown
at_At4g36560 - GO0005554 molecular_function unknown
at_At4g36720 - GO0005554 molecular_function unknown
at_At4g38320 - GO0005554 molecular_function unknown
at_At4g38440 - GO0005554 molecular_function unknown
at_At5g07050 - GO0005554 molecular_function unknown
at_At5g08510 - GO0005554 molecular_function unknown
at_At5g08660 - GO0005554 molecular_function unknown
at_At1g20200 - GO0005554 molecular_function unknown
at_At5g13400 - GO0005215 transporter activity
at_At5g18700 - GO0016301 kinase activity
at_At5g19640 - GO0005215 transporter activity
at_At5g37430 - GO0005554 molecular_function unknown
at_At5g40240 - GO0005554 molecular_function unknown
at_At5g41600 - GO0005554 molecular_function unknown
at_At1g05640 - GO0005515 protein binding
at_At1g06090 - GO0016491 oxidoreductase activity
at_At1g58340 - no entry null
at_At1g59740 - GO0005215 transporter activity
at_At1g64650 - GO0005554 molecular_function unknown
at_At1g71270 - GO0005554 molecular_function unknown
at_At1g74240 - GO0005488 binding
at_At2g05760 - GO0015646 permease activity
at_At2g26510 - GO0015646 permease activity
at_At2g34730 - GO0005554 molecular_function unknown
at_At2g46890 - GO0005554 molecular_function unknown
at_At3g12360 - GO0005515 protein binding
at_At3g25690 - GO0005554 molecular_function unknown
at_At1g14480 - GO0005515 protein binding
at_At3g45710 - GO0005215 transporter activity
at_At3g47960 - GO0005215 transporter activity
at_At3g53960 - GO0005215 transporter activity
at_At3g58590 - GO0005554 molecular_function unknown
at_At3g59340 - GO0005554 molecular_function unknown
at_At3g62540 - GO0005554 molecular_function unknown
at_At4g03440 - GO0005515 protein binding
at_At4g03460 - GO0005515 protein binding
at_At4g03480 - GO0005515 protein binding
at_At4g16340 - GO0005554 molecular_function unknown
at_At4g19090 - GO0005554 molecular_function unknown
at_At4g20710 - GO0005554 molecular_function unknown
at_At1g19800 - GO0005319 lipid transporter activity
at_At1g20180 - GO0005554 molecular_function unknown
at_At4g30420 - GO0005554 molecular_function unknown
at_At4g32450 - GO0005554 molecular_function unknown
at_At5g04680 - GO0005554 molecular_function unknown
at_At5g15280 - GO0005554 molecular_function unknown
at_At5g19980 - GO0005554 molecular_function unknown
at_At5g20360 - GO0005554 molecular_function unknown
at_At5g37470 - GO0005554 molecular_function unknown
at_At5g42310 - GO0005554 molecular_function unknown
at_At1g22030 - GO0005554 molecular_function unknown
at_At1g22550 - GO0005215 transporter activity
at_At5g45610 - GO0005554 molecular_function unknown
at_At5g58440 - GO0005554 molecular_function unknown
at_At1g26460 - GO0005554 molecular_function unknown
at_At1g30610 - GO0005554 molecular_function unknown
at_At1g31470 - GO0005554 molecular_function unknown
at_At1g43650 - GO0005554 molecular_function unknown
at_At1g49960 - GO0015646 permease activity
at_At1g51350 - GO0005554 molecular_function unknown
at_At1g32450 - GO0005215 transporter activity
at_At1g34050 - GO0005515 protein binding
at_At1g52190 - GO0005215 transporter activity
at_At1g64890 - GO0005215 transporter activity
at_At1g72130 - GO0005215 transporter activity
at_At1g04650 - GO0005554 molecular_function unknown
at_At1g05750 - GO0005554 molecular_function unknown
at_At1g75990 - GO0005554 molecular_function unknown
at_At1g76670 - GO0005554 molecular_function unknown
at_At1g78810 - GO0005554 molecular_function unknown
at_At1g79280 - GO0005554 molecular_function unknown
at_At2g02040 - GO0005215 transporter activity
GO0015197 peptide transporter activity
at_At2g17790 - GO0005554 molecular_function unknown
at_At1g07710 - GO0005515 protein binding
at_At1g09900 - GO0005554 molecular_function unknown
at_At1g10340 - GO0005515 protein binding
at_At2g32900 - GO0005554 molecular_function unknown
at_At2g34350 - GO0005554 molecular_function unknown
at_At2g37900 - GO0005215 transporter activity
at_At2g40460 - GO0005215 transporter activity
at_At3g10330 - GO0003702 RNA polymerase II transcription factor activity
at_At3g16180 - GO0005215 transporter activity
at_At3g18670 - GO0005515 protein binding
at_At1g10540 - GO0015646 permease activity
at_At3g23160 - GO0005554 molecular_function unknown
at_At3g25280 - GO0005215 transporter activity
at_At3g27530 - GO0005554 molecular_function unknown
at_At3g28050 - GO0005554 molecular_function unknown
at_At3g28820 - GO0005554 molecular_function unknown
at_At3g29110 - GO0005554 molecular_function unknown
at_At3g45690 - GO0005215 transporter activity
at_At3g45720 - GO0005215 transporter activity
at_At3g48640 - GO0005554 molecular_function unknown
at_At3g48850 - GO0005488 binding
at_At3g53560 - GO0005554 molecular_function unknown
at_At3g57350 - GO0005554 molecular_function unknown
at_At4g01400 - GO0005554 molecular_function unknown
at_At4g03490 - GO0005515 protein binding
at_At4g14190 - GO0005554 molecular_function unknown
at_At4g14400 - GO0005515 protein binding
at_At4g15310 - GO0015034 cytochrome P450 activity
at_At4g21680 - GO0005215 transporter activity
at_At4g25350 - GO0005554 molecular_function unknown
at_At1g18920 - GO0005554 molecular_function unknown
at_At4g29140 - no entry null
at_At4g30820 - GO0005554 molecular_function unknown
at_At4g31570 - GO0005554 molecular_function unknown
at_At4g34320 - GO0005554 molecular_function unknown
at_At5g02410 - GO0005554 molecular_function unknown
at_At5g04810 - GO0005554 molecular_function unknown
at_At5g09950 - GO0005554 molecular_function unknown
at_At5g15930 - GO0005554 molecular_function unknown
at_At5g16300 - GO0005554 molecular_function unknown
at_At5g38160 - GO0008289 lipid binding
at_At5g45470 - GO0005554 molecular_function unknown
at_At5g46040 - GO0005215 transporter activity
at_At5g51150 - GO0005554 molecular_function unknown
at_At5g51340 - GO0005554 molecular_function unknown
at_At5g54710 - GO0005515 protein binding
at_At5g57100 - GO0005554 molecular_function unknown
at_At5g60070 - GO0005515 protein binding
at_At5g64420 - GO0005554 molecular_function unknown
------------------
Rule 104
beta_dist(_1,29.93-101.0),coil_dist(_1,1.54-41.76) = 0
ss(_1,_3,b,_2),coil_dist(_1,48.08-53.24),c_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0) = 1
ss(_1,_3,c,_2),coil_dist(_1,41.76-48.08),c_len(_3,3.0-6.0),b_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,11.94-19.41),c_len(_3,15.0-30.0),b_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_3,9.0-11.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,a,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,29.93-101.0),coil_dist(_1,53.24-60.98),c_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,53.24-60.98),c_len(_2,15.0-30.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 0
ss(_1,_3,b,_2),c_len(_2,3.0-6.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,15.0-30.0) = 0
ss(_1,_3,a,_2),a_len(_3,15.0-30.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,b,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3) = 0
-> class GO0003677 "DNA binding"
Evaluation on training data (3815 items):
at_At5g60910 GO0003700 transcription factor activity
at_At5g61890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g28460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g31140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g33760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g44830 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g47760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g49480 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g53160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g54760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g03490 GO0003700 transcription factor activity
at_At1g04240 GO0003700 transcription factor activity
at_At1g60240 GO0003700 transcription factor activity
at_At1g64380 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g16770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g25820 GO0003700 transcription factor activity
at_At2g47520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g11580 GO0003700 transcription factor activity
at_At3g12040 GO0003677 DNA binding
GO0003905 alkylbase DNA N-glycosylase activity
at_At3g14230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g15270 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g15540 GO0003700 transcription factor activity
at_At1g13260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g46770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g54340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g57390 GO0003700 transcription factor activity
at_At3g60490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g15580 GO0003700 transcription factor activity
at_At4g25470 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g26150 GO0003700 transcription factor activity
at_At4g28640 GO0003700 transcription factor activity
at_At4g33880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g35040 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g05410 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g07160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g19210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g25810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41010 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
Training Accuracy: 40/40 (100.00%)
Training Frequency class 'GO0003677': 855/3815 (22.41%)
Evaluation on validation data (1925 items):
at_At1g01250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69580 GO0003700 transcription factor activity
at_At1g75490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g80650 - GO0003725 double-stranded RNA binding
at_At2g18490 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g12500 - GO0003799 antifungal peptide activity
GO0004568 chitinase activity
at_At3g17600 GO0003700 transcription factor activity
at_At1g10850 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g12610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g50020 - GO0004867 serine-type endopeptidase inhibitor activity
at_At3g50260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g01580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g16750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g25490 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g28140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g39780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g11590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g13080 GO0003700 transcription factor activity
at_At5g13910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65050 GO0003700 transcription factor activity
at_At5g65070 GO0003700 transcription factor activity
at_At1g28450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g29280 GO0003700 transcription factor activity
at_At1g50640 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
Validation Accuracy: 20/24 (83.33%)
Validation Frequency class 'GO0003677': 424/1925 (22.03%)
Evaluation on propertest data (2943 items):
at_At1g51710 - GO0004843 ubiquitin-specific protease activity
at_At1g64000 GO0003700 transcription factor activity
at_At1g66470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g67260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g05850 - GO0004568 chitinase activity
at_At1g77200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g80390 GO0003700 transcription factor activity
at_At2g22670 GO0003700 transcription factor activity
at_At2g23340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g29960 - GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g36450 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At2g43510 - GO0030304 trypsin inhibitor activity
at_At3g53620 - GO0016462 pyrophosphatase activity
at_At4g01700 - GO0004568 chitinase activity
at_At4g05350 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g31660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g26330 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g37250 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g60120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61590 GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 14/22 (63.64%)
Propertest Frequency class 'GO0003677': 608/2943 (20.66%)
New (unknown) data (1925 items):
at_At1g23430 - no entry null
at_At1g23610 - GO0005554 molecular_function unknown
at_At5g43490 - GO0005554 molecular_function unknown
at_At5g47740 - GO0005554 molecular_function unknown
at_At5g51550 - GO0005554 molecular_function unknown
at_At5g55790 - GO0005554 molecular_function unknown
at_At5g56330 - GO0005554 molecular_function unknown
at_At5g61130 - GO0005554 molecular_function unknown
at_At5g63740 - GO0005554 molecular_function unknown
at_At1g30060 - GO0005554 molecular_function unknown
at_At1g33040 - GO0005554 molecular_function unknown
at_At1g35320 - GO0005554 molecular_function unknown
at_At1g49400 - GO0003735 structural constituent of ribosome
at_At1g49700 - GO0005554 molecular_function unknown
at_At1g52720 - GO0005554 molecular_function unknown
at_At1g65870 - no entry null
at_At1g67100 - GO0005554 molecular_function unknown
at_At1g69230 - GO0005554 molecular_function unknown
at_At1g70100 - GO0005554 molecular_function unknown
at_At1g70990 - GO0005554 molecular_function unknown
at_At1g74060 - GO0003735 structural constituent of ribosome
at_At1g74860 - GO0005554 molecular_function unknown
at_At1g78420 - GO0005554 molecular_function unknown
at_At1g07170 - GO0005554 molecular_function unknown
at_At1g07400 - GO0003773 heat shock protein activity
at_At2g17230 - GO0005554 molecular_function unknown
at_At2g20100 - GO0005554 molecular_function unknown
at_At2g21060 - GO0003676 nucleic acid binding
at_At2g22550 - no entry null
at_At2g23270 - GO0005554 molecular_function unknown
at_At2g23830 - GO0005198 structural molecule activity
at_At1g08020 - GO0005554 molecular_function unknown
at_At2g30000 - GO0005554 molecular_function unknown
at_At2g32100 - GO0005554 molecular_function unknown
at_At2g35480 - GO0005554 molecular_function unknown
at_At2g38070 - GO0005554 molecular_function unknown
at_At2g38140 - no entry null
at_At2g38190 - no entry null
at_At2g43060 - GO0005554 molecular_function unknown
at_At2g43660 - GO0005554 molecular_function unknown
at_At2g44920 - no entry null
at_At1g12400 - GO0005554 molecular_function unknown
at_At3g12890 - GO0005554 molecular_function unknown
at_At3g23850 - GO0005554 molecular_function unknown
at_At3g25040 - GO0004872 receptor activity
at_At3g29170 - GO0005554 molecular_function unknown
at_At3g30730 - GO0005554 molecular_function unknown
at_At3g30840 - GO0005554 molecular_function unknown
at_At3g43950 - GO0005554 molecular_function unknown
at_At1g13620 - GO0005554 molecular_function unknown
at_At1g13760 - GO0005554 molecular_function unknown
at_At3g45120 - GO0005554 molecular_function unknown
at_At3g49280 - GO0005554 molecular_function unknown
at_At3g52710 - GO0005554 molecular_function unknown
at_At3g56730 - GO0005554 molecular_function unknown
at_At3g60760 - GO0005554 molecular_function unknown
at_At3g61840 - GO0005554 molecular_function unknown
at_At3g62990 - GO0005554 molecular_function unknown
at_At4g00280 - GO0005554 molecular_function unknown
at_At4g09260 - GO0005554 molecular_function unknown
at_At4g14120 - GO0005554 molecular_function unknown
at_At4g14810 - GO0005554 molecular_function unknown
at_At4g14830 - GO0005554 molecular_function unknown
at_At4g16580 - GO0005554 molecular_function unknown
at_At4g19480 - GO0005554 molecular_function unknown
at_At4g21450 - GO0005198 structural molecule activity
at_At4g22620 - no entry null
at_At1g18120 - no entry null
at_At4g37700 - GO0005554 molecular_function unknown
at_At4g39610 - GO0005554 molecular_function unknown
at_At5g06480 - GO0005554 molecular_function unknown
at_At5g08000 - GO0005554 molecular_function unknown
at_At5g12030 - GO0003754 chaperone activity
GO0003773 heat shock protein activity
at_At1g19180 - GO0005554 molecular_function unknown
at_At1g20740 - GO0005554 molecular_function unknown
at_At5g15120 - GO0005554 molecular_function unknown
at_At5g20540 - GO0005554 molecular_function unknown
at_At5g21110 - GO0005554 molecular_function unknown
at_At5g24920 - GO0005554 molecular_function unknown
at_At5g25330 - GO0005554 molecular_function unknown
at_At5g27760 - GO0005554 molecular_function unknown
at_At5g35740 - GO0005554 molecular_function unknown
at_At5g40630 - GO0005554 molecular_function unknown
at_At5g40700 - GO0005554 molecular_function unknown
at_At5g41100 - GO0005554 molecular_function unknown
at_At5g42160 - GO0005554 molecular_function unknown
at_At1g55670 - GO0005554 molecular_function unknown
at_At1g61200 - GO0005554 molecular_function unknown
at_At1g65490 - GO0005554 molecular_function unknown
at_At1g69280 - GO0005554 molecular_function unknown
at_At1g74050 - GO0003735 structural constituent of ribosome
at_At1g75550 - GO0005554 molecular_function unknown
at_At1g80060 - GO0005554 molecular_function unknown
at_At1g80890 - GO0005554 molecular_function unknown
at_At2g07100 - no entry null
at_At2g29700 - GO0005554 molecular_function unknown
at_At2g41390 - GO0005554 molecular_function unknown
at_At3g07480 - GO0005554 molecular_function unknown
at_At3g11780 - GO0005554 molecular_function unknown
at_At3g18380 - GO0005554 molecular_function unknown
at_At3g20550 - GO0005554 molecular_function unknown
at_At3g24760 - GO0005554 molecular_function unknown
at_At3g44440 - GO0005554 molecular_function unknown
at_At4g02040 - GO0005554 molecular_function unknown
at_At4g09610 - GO0005554 molecular_function unknown
at_At4g14520 - GO0005554 molecular_function unknown
at_At4g18000 - GO0005554 molecular_function unknown
at_At4g18860 - GO0005554 molecular_function unknown
at_At4g19430 - GO0005554 molecular_function unknown
at_At4g29870 - GO0005554 molecular_function unknown
at_At4g36660 - GO0005554 molecular_function unknown
at_At5g10360 - GO0003735 structural constituent of ribosome
at_At5g15760 - GO0003735 structural constituent of ribosome
at_At5g15780 - GO0005554 molecular_function unknown
at_At5g20100 - GO0005554 molecular_function unknown
at_At5g40080 - GO0005554 molecular_function unknown
at_At5g44660 - GO0005554 molecular_function unknown
at_At5g50190 - GO0005554 molecular_function unknown
at_At5g50760 - no entry null
at_At5g51400 - GO0005554 molecular_function unknown
at_At5g51720 - GO0005554 molecular_function unknown
at_At5g55640 - GO0005554 molecular_function unknown
at_At5g62290 - no entry null
at_At1g33830 - GO0005554 molecular_function unknown
at_At1g36950 - GO0005554 molecular_function unknown
at_At1g54120 - GO0005554 molecular_function unknown
at_At1g02830 - no entry null
at_At1g44930 - GO0005554 molecular_function unknown
at_At1g49030 - GO0005554 molecular_function unknown
at_At1g50720 - GO0005554 molecular_function unknown
at_At2g02530 - no entry null
at_At2g07390 - GO0005554 molecular_function unknown
at_At2g11910 - GO0005554 molecular_function unknown
at_At2g18120 - GO0005554 molecular_function unknown
at_At2g20450 - GO0003735 structural constituent of ribosome
at_At2g24090 - no entry null
at_At2g24860 - GO0005554 molecular_function unknown
at_At2g24920 - GO0005554 molecular_function unknown
at_At2g25390 - no entry null
at_At2g27410 - GO0005554 molecular_function unknown
at_At2g31490 - GO0005554 molecular_function unknown
at_At2g38850 - no entry null
at_At2g43670 - GO0005554 molecular_function unknown
at_At3g10830 - GO0005554 molecular_function unknown
at_At3g10950 - GO0003735 structural constituent of ribosome
at_At3g14000 - GO0005554 molecular_function unknown
at_At3g23090 - GO0005554 molecular_function unknown
at_At3g27350 - GO0005554 molecular_function unknown
at_At3g30330 - no entry null
at_At3g30470 - GO0005554 molecular_function unknown
at_At3g30600 - GO0005554 molecular_function unknown
at_At3g44470 - GO0005554 molecular_function unknown
at_At3g50580 - GO0005554 molecular_function unknown
at_At4g03540 - GO0005554 molecular_function unknown
at_At4g12380 - GO0005554 molecular_function unknown
at_At4g16460 - GO0005554 molecular_function unknown
at_At4g17930 - GO0005554 molecular_function unknown
at_At4g22510 - GO0005554 molecular_function unknown
at_At4g23630 - GO0005554 molecular_function unknown
at_At4g27090 - GO0003735 structural constituent of ribosome
at_At1g18520 - GO0005554 molecular_function unknown
at_At1g20070 - GO0005554 molecular_function unknown
at_At1g20470 - no entry null
at_At4g29290 - GO0005554 molecular_function unknown
at_At4g31290 - GO0005554 molecular_function unknown
at_At4g35070 - GO0005554 molecular_function unknown
at_At4g38680 - GO0003676 nucleic acid binding
at_At5g02960 - GO0003735 structural constituent of ribosome
at_At5g03460 - GO0005554 molecular_function unknown
at_At5g09670 - GO0005554 molecular_function unknown
at_At5g10150 - GO0005554 molecular_function unknown
at_At1g22900 - no entry null
at_At5g23410 - GO0005554 molecular_function unknown
at_At5g26640 - GO0005554 molecular_function unknown
at_At5g27770 - no entry null
at_At5g35030 - GO0005554 molecular_function unknown
at_At5g35490 - GO0005554 molecular_function unknown
at_At5g42500 - no entry null
at_At5g42550 - no entry null
at_At5g42730 - no entry null
at_At5g44580 - GO0005554 molecular_function unknown
at_At5g47930 - GO0003735 structural constituent of ribosome
at_At1g29120 - GO0005554 molecular_function unknown
at_At1g29950 - GO0005554 molecular_function unknown
------------------
Rule 1387
beta_dist(_1,29.93-101.0),alpha_dist(_1,0.0-13.03) = 0
ss(_1,_3,c,_2),beta_dist(_1,19.41-29.93),c_len(_3,3.0-6.0),a_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,9.0-11.0) = 0
ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),ss(_1,_4,c,_6),notequal(_6,_5),notequal(_6,_4),notequal(_6,_2),notequal(_6,_3) = 0
ss(_1,_3,a,_2),beta_dist(_1,11.94-19.41),c_len(_2,11.0-15.0),a_len(_3,6.0-9.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 1
ss(_1,_3,a,_2),a_len(_3,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,19.41-29.93) = 0
-> class GO0003677 "DNA binding"
Evaluation on training data (3815 items):
at_At1g02030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g02220 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g21910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g46640 GO0003677 DNA binding
at_At5g49520 GO0003700 transcription factor activity
at_At5g52020 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g53290 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g54340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g54630 GO0003700 transcription factor activity
at_At5g54930 GO0003677 DNA binding
at_At5g56270 GO0003700 transcription factor activity
at_At5g56620 GO0003700 transcription factor activity
at_At5g57390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g57660 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g60470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g61600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25250 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g25580 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At5g65670 GO0003700 transcription factor activity
at_At5g66730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g28160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g33760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g34180 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g50620 GO0003677 DNA binding
at_At1g51190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51220 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g53170 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At1g04550 GO0003700 transcription factor activity
at_At1g55110 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g60360 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63470 GO0003677 DNA binding
at_At1g66550 GO0003700 transcription factor activity
at_At1g66560 GO0003700 transcription factor activity
at_At1g68550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69310 GO0003700 transcription factor activity
at_At1g70000 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g71450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g75540 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g76500 GO0003677 DNA binding
at_At1g06040 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g01940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g03340 GO0003700 transcription factor activity
at_At2g17180 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g20880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g24570 GO0003700 transcription factor activity
at_At2g25820 GO0003700 transcription factor activity
at_At2g28710 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g30590 GO0003700 transcription factor activity
at_At2g33710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g37590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g44840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g44940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g45120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g14230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g15170 GO0003700 transcription factor activity
at_At3g15210 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At3g16280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g19360 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At3g20880 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g22760 GO0003700 transcription factor activity
at_At3g22780 GO0003700 transcription factor activity
at_At3g23230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g44290 GO0003700 transcription factor activity
at_At3g46090 GO0003700 transcription factor activity
at_At3g56400 GO0003700 transcription factor activity
at_At3g57480 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At3g57600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g60080 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g14770 GO0003700 transcription factor activity
at_At4g15250 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g17950 GO0003677 DNA binding
at_At4g21610 GO0003700 transcription factor activity
at_At4g22070 GO0003700 transcription factor activity
at_At4g24060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g25470 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g25480 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g27950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36160 GO0003700 transcription factor activity
at_At4g38140 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g05410 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g07310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g19210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g14010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g17430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g18450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g18560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g19790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g22570 GO0003700 transcription factor activity
at_At5g35330 GO0003677 DNA binding
Training Accuracy: 92/96 (95.83%)
Training Frequency class 'GO0003677': 855/3815 (22.41%)
Evaluation on validation data (1925 items):
at_At1g02040 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g03840 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68150 GO0003700 transcription factor activity
at_At1g70370 - GO0004650 polygalacturonase activity
at_At1g72050 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At1g72200 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g75490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g78600 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g02080 GO0003700 transcription factor activity
at_At2g23320 GO0003700 transcription factor activity
at_At1g08290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g10200 GO0003700 transcription factor activity
at_At2g37430 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g37740 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g40830 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46160 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10480 GO0003700 transcription factor activity
at_At3g11020 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g20750 GO0003700 transcription factor activity
at_At3g20840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g12040 - GO0009927 histidine phosphotransfer kinase activity
at_At1g12260 GO0003700 transcription factor activity
at_At1g12610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g45260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g49530 GO0003700 transcription factor activity
at_At3g50260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g55210 GO0003700 transcription factor activity
at_At3g58070 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g61910 GO0003700 transcription factor activity
at_At4g02670 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g20440 - GO0008248 pre-mRNA splicing factor activity
at_At4g24240 GO0003700 transcription factor activity
at_At4g25490 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g28140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g31060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g31550 GO0003700 transcription factor activity
at_At4g36920 GO0003700 transcription factor activity
at_At4g39410 GO0003700 transcription factor activity
at_At4g39780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g04390 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g13910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g24590 GO0003700 transcription factor activity
GO0003713 transcription coactivator activity
at_At5g24870 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g26170 GO0003700 transcription factor activity
at_At5g39660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41350 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g22810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g47220 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g50080 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g53950 GO0003700 transcription factor activity
at_At5g64060 GO0003700 transcription factor activity
at_At5g66940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g28370 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At1g29280 GO0003700 transcription factor activity
at_At1g34190 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g36060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g50640 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At1g53910 GO0003677 DNA binding
GO0003700 transcription factor activity
Validation Accuracy: 50/60 (83.33%)
Validation Frequency class 'GO0003677': 424/1925 (22.03%)
Evaluation on propertest data (2943 items):
at_At1g02580 GO0003700 transcription factor activity
at_At1g32870 GO0003700 transcription factor activity
at_At1g65910 GO0003700 transcription factor activity
at_At1g66600 GO0003700 transcription factor activity
at_At1g68520 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g69170 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72830 GO0003700 transcription factor activity
at_At1g74620 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g77200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g79580 GO0003700 transcription factor activity
at_At1g80590 GO0003700 transcription factor activity
at_At2g21900 GO0003700 transcription factor activity
at_At2g22670 GO0003700 transcription factor activity
at_At2g23340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g35700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g37340 - GO0008248 pre-mRNA splicing factor activity
at_At2g38340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g38470 GO0003700 transcription factor activity
at_At2g40220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g41940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g42200 GO0003700 transcription factor activity
at_At2g46770 GO0003700 transcription factor activity
at_At3g12130 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g12980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23240 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g24650 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
GO0017163 negative regulator of basal transcription activity
at_At3g50700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g57670 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g60580 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g13960 GO0003700 transcription factor activity
at_At3g63030 GO0003677 DNA binding
at_At4g04450 GO0003700 transcription factor activity
at_At4g11140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g13490 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g14300 - GO0003723 RNA binding
at_At4g17810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g18450 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g29080 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At4g36260 GO0003700 transcription factor activity
at_At4g37750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g01900 GO0003700 transcription factor activity
at_At5g06770 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At5g11190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g13330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g25560 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43960 - GO0003723 RNA binding
at_At5g44210 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At5g54360 GO0003700 transcription factor activity
at_At1g26800 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g57990 - GO0004843 ubiquitin-specific protease activity
at_At5g59820 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g60120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60170 - GO0003723 RNA binding
at_At5g61590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61620 GO0003700 transcription factor activity
at_At5g62380 GO0003700 transcription factor activity
at_At1g29860 GO0003700 transcription factor activity
Propertest Accuracy: 51/60 (85.00%)
Propertest Frequency class 'GO0003677': 608/2943 (20.66%)
New (unknown) data (1925 items):
at_At5g43770 - GO0005554 molecular_function unknown
at_At5g47430 - GO0005554 molecular_function unknown
at_At5g58130 - no entry null
at_At5g60420 - no entry null
at_At5g62010 - GO0005515 protein binding
at_At5g62260 - no entry null
at_At5g64430 - GO0005554 molecular_function unknown
at_At1g28290 - GO0005554 molecular_function unknown
at_At1g29530 - GO0005554 molecular_function unknown
at_At1g48110 - GO0005554 molecular_function unknown
at_At1g52380 - GO0005554 molecular_function unknown
at_At1g03530 - GO0005554 molecular_function unknown
at_At1g04030 - GO0005554 molecular_function unknown
at_At1g68120 - GO0005554 molecular_function unknown
at_At1g68330 - GO0005554 molecular_function unknown
at_At1g72080 - GO0005554 molecular_function unknown
at_At1g80000 - GO0005554 molecular_function unknown
at_At1g80180 - GO0005554 molecular_function unknown
at_At1g07310 - GO0005554 molecular_function unknown
at_At1g07480 - no entry null
at_At2g15320 - GO0005515 protein binding
at_At2g17870 - GO0003676 nucleic acid binding
at_At2g25480 - GO0005554 molecular_function unknown
at_At2g25690 - GO0005554 molecular_function unknown
at_At2g35140 - GO0005554 molecular_function unknown
at_At2g39540 - GO0005554 molecular_function unknown
at_At2g41020 - GO0005515 protein binding
at_At2g46630 - GO0005554 molecular_function unknown
at_At3g14010 - GO0005554 molecular_function unknown
at_At3g18230 - GO0005554 molecular_function unknown
at_At3g21660 - GO0005554 molecular_function unknown
at_At3g29390 - GO0005554 molecular_function unknown
at_At3g42800 - GO0005554 molecular_function unknown
at_At3g46110 - GO0005554 molecular_function unknown
at_At3g47240 - GO0005554 molecular_function unknown
at_At3g47920 - GO0005554 molecular_function unknown
at_At3g51540 - GO0005554 molecular_function unknown
at_At3g52230 - GO0005554 molecular_function unknown
at_At3g52710 - GO0005554 molecular_function unknown
at_At3g55770 - GO0005554 molecular_function unknown
at_At3g59430 - GO0005554 molecular_function unknown
at_At4g00310 - GO0005554 molecular_function unknown
at_At4g02000 - GO0005554 molecular_function unknown
at_At1g15280 - GO0005554 molecular_function unknown
at_At4g04630 - GO0005554 molecular_function unknown
at_At4g05250 - GO0005554 molecular_function unknown
at_At4g07650 - no entry null
at_At4g08510 - GO0005554 molecular_function unknown
at_At4g15810 - GO0005554 molecular_function unknown
at_At4g18670 - GO0005515 protein binding
at_At4g31190 - no entry null
at_At4g32020 - GO0005554 molecular_function unknown
at_At4g38770 - GO0005554 molecular_function unknown
at_At5g02520 - GO0005554 molecular_function unknown
at_At5g02600 - GO0046872 metal ion binding
at_At5g03950 - GO0005554 molecular_function unknown
at_At5g11530 - GO0030528 transcription regulator activity
at_At1g20900 - GO0005554 molecular_function unknown
at_At5g13140 - GO0005554 molecular_function unknown
at_At5g22450 - GO0005554 molecular_function unknown
at_At5g24610 - GO0005554 molecular_function unknown
at_At1g54970 - GO0005554 molecular_function unknown
at_At1g69280 - GO0005554 molecular_function unknown
at_At1g69360 - GO0005554 molecular_function unknown
at_At2g06200 - GO0005554 molecular_function unknown
at_At2g25970 - GO0003676 nucleic acid binding
at_At2g27400 - no entry null
at_At2g33020 - GO0005515 protein binding
GO0016301 kinase activity
at_At2g33350 - GO0005554 molecular_function unknown
at_At2g38890 - GO0005554 molecular_function unknown
at_At2g42140 - GO0005554 molecular_function unknown
at_At2g45460 - GO0005554 molecular_function unknown
at_At3g11000 - GO0005554 molecular_function unknown
at_At3g18690 - GO0005554 molecular_function unknown
at_At3g18890 - GO0005554 molecular_function unknown
at_At3g22070 - GO0005554 molecular_function unknown
at_At3g25590 - GO0005554 molecular_function unknown
at_At1g11120 - GO0005554 molecular_function unknown
at_At1g14630 - GO0005554 molecular_function unknown
at_At3g50970 - no entry null
at_At3g56710 - GO0005515 protein binding
at_At3g58580 - GO0016787 hydrolase activity
at_At4g01090 - GO0005554 molecular_function unknown
at_At4g09700 - GO0005554 molecular_function unknown
at_At4g11970 - GO0005554 molecular_function unknown
at_At4g13340 - GO0005554 molecular_function unknown
at_At4g19360 - GO0005554 molecular_function unknown
at_At4g26450 - GO0005554 molecular_function unknown
at_At4g33800 - GO0005554 molecular_function unknown
at_At4g40070 - GO0005554 molecular_function unknown
at_At5g08480 - GO0005554 molecular_function unknown
at_At5g12050 - GO0005554 molecular_function unknown
at_At5g39170 - GO0005554 molecular_function unknown
at_At5g39200 - GO0005554 molecular_function unknown
at_At5g42220 - GO0005554 molecular_function unknown
at_At5g44300 - GO0005554 molecular_function unknown
at_At5g47160 - GO0005554 molecular_function unknown
at_At5g48920 - GO0005554 molecular_function unknown
at_At5g52380 - GO0003676 nucleic acid binding
at_At5g56240 - GO0005554 molecular_function unknown
at_At1g29240 - GO0005554 molecular_function unknown
at_At1g32810 - GO0005554 molecular_function unknown
at_At1g48500 - GO0005554 molecular_function unknown
at_At1g01780 - GO0005554 molecular_function unknown
at_At1g41870 - GO0005554 molecular_function unknown
at_At1g54170 - GO0005554 molecular_function unknown
at_At1g54740 - GO0005554 molecular_function unknown
at_At1g55540 - GO0005554 molecular_function unknown
at_At1g56210 - GO0046872 metal ion binding
at_At1g59660 - no entry null
at_At1g63240 - GO0005554 molecular_function unknown
at_At1g63520 - GO0005554 molecular_function unknown
at_At1g68780 - GO0005515 protein binding
at_At1g70700 - GO0005554 molecular_function unknown
at_At1g71970 - GO0005554 molecular_function unknown
at_At1g07470 - no entry null
at_At1g78650 - GO0005554 molecular_function unknown
at_At1g79270 - GO0005554 molecular_function unknown
at_At2g01800 - GO0005554 molecular_function unknown
at_At2g01990 - GO0005554 molecular_function unknown
at_At2g20310 - GO0005554 molecular_function unknown
at_At2g21140 - GO0005554 molecular_function unknown
at_At2g22210 - no entry null
at_At2g23130 - GO0005554 molecular_function unknown
at_At2g28150 - GO0005554 molecular_function unknown
at_At2g30480 - GO0005554 molecular_function unknown
at_At1g10170 - no entry null
at_At2g36920 - GO0005554 molecular_function unknown
at_At2g39900 - GO0005554 molecular_function unknown
at_At2g40780 - GO0005554 molecular_function unknown
at_At2g45480 - GO0005554 molecular_function unknown
at_At3g23380 - no entry null
at_At3g24715 - GO0005554 molecular_function unknown
at_At3g48800 - GO0005554 molecular_function unknown
at_At3g56880 - GO0005554 molecular_function unknown
at_At3g61230 - GO0005554 molecular_function unknown
at_At3g62680 - GO0005554 molecular_function unknown
at_At3g63070 - GO0005554 molecular_function unknown
at_At3g63180 - GO0005554 molecular_function unknown
at_At4g12050 - GO0005554 molecular_function unknown
at_At4g13380 - GO0046872 metal ion binding
at_At4g22810 - GO0005554 molecular_function unknown
at_At4g24150 - GO0005554 molecular_function unknown
at_At1g19860 - GO0003676 nucleic acid binding
at_At4g28910 - GO0005554 molecular_function unknown
at_At4g32420 - no entry null
at_At4g37450 - GO0005554 molecular_function unknown
at_At5g07020 - GO0005554 molecular_function unknown
at_At5g07750 - no entry null
at_At5g07970 - GO0005554 molecular_function unknown
at_At5g09620 - GO0005554 molecular_function unknown
at_At5g10950 - GO0005554 molecular_function unknown
at_At5g11460 - GO0005554 molecular_function unknown
at_At5g11680 - GO0005554 molecular_function unknown
at_At5g13820 - no entry null
at_At5g19260 - GO0005554 molecular_function unknown
at_At5g38600 - no entry null
at_At5g59020 - GO0005554 molecular_function unknown
at_At5g59790 - GO0005554 molecular_function unknown
at_At5g61260 - GO0005554 molecular_function unknown
at_At5g63130 - GO0005554 molecular_function unknown
at_At5g66350 - GO0005515 protein binding
------------------
Rule 1227
alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0) = 1
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),c_len(_2,30.0-1200.0),b_len(_3,6.0-9.0) = 1
ss(_1,_3,b,_2),b_len(_3,1.0-3.0),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,15.0-30.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),b_len(_4,3.0-6.0),ss(_1,_4,b,_5),notequal(_5,_4),notequal(_5,_2),notequal(_5,_3) = 1
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
-> class GO0003677 "DNA binding"
Evaluation on training data (3815 items):
at_At1g01010 GO0003700 transcription factor activity
at_At5g43290 GO0003700 transcription factor activity
at_At5g45270 GO0003700 transcription factor activity
at_At5g59380 GO0003677 DNA binding
at_At5g61430 GO0003700 transcription factor activity
at_At5g63790 GO0003700 transcription factor activity
at_At1g25280 GO0003700 transcription factor activity
GO0008081 phosphoric diester hydrolase activity
at_At1g26870 GO0003700 transcription factor activity
at_At5g66300 GO0003700 transcription factor activity
at_At1g27360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g30650 GO0003700 transcription factor activity
at_At1g49120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g56010 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g58220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g77850 GO0003700 transcription factor activity
at_At2g04880 GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At2g27300 GO0003700 transcription factor activity
at_At2g28350 GO0003700 transcription factor activity
at_At2g30250 GO0003700 transcription factor activity
at_At2g32300 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g33860 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g34830 GO0003700 transcription factor activity
at_At2g42940 GO0003677 DNA binding
at_At2g46400 GO0003700 transcription factor activity
at_At2g47260 GO0003700 transcription factor activity
at_At3g14740 GO0003700 transcription factor activity
at_At3g17730 GO0003700 transcription factor activity
at_At3g44750 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At3g53680 GO0003677 DNA binding
at_At3g58710 GO0003700 transcription factor activity
at_At4g00200 GO0003677 DNA binding
at_At4g01540 GO0003700 transcription factor activity
at_At4g12080 GO0003677 DNA binding
at_At4g17500 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g17980 GO0003700 transcription factor activity
at_At4g18170 GO0003700 transcription factor activity
at_At4g23550 GO0003700 transcription factor activity
at_At4g26440 GO0003700 transcription factor activity
at_At4g28500 GO0003700 transcription factor activity
at_At4g30930 GO0003700 transcription factor activity
GO0003735 structural constituent of ribosome
at_At5g07100 GO0003700 transcription factor activity
at_At5g07680 GO0003700 transcription factor activity
at_At5g13180 GO0003700 transcription factor activity
at_At5g16680 GO0003677 DNA binding
at_At5g17260 GO0003700 transcription factor activity
at_At5g20510 GO0003677 DNA binding
at_At5g22890 GO0003700 transcription factor activity
at_At5g39690 GO0003700 transcription factor activity
at_At5g39820 GO0003700 transcription factor activity
Training Accuracy: 48/50 (96.00%)
Training Frequency class 'GO0003677': 855/3815 (22.41%)
Evaluation on validation data (1925 items):
at_At1g55600 GO0003700 transcription factor activity
at_At1g77450 GO0003700 transcription factor activity
at_At2g15300 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g18060 GO0003700 transcription factor activity
at_At2g33620 GO0003677 DNA binding
at_At2g45850 GO0003677 DNA binding
at_At3g10490 GO0003700 transcription factor activity
at_At3g15510 GO0003700 transcription factor activity
at_At3g55460 - GO0003723 RNA binding
at_At3g60280 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g01520 GO0003700 transcription factor activity
at_At4g10350 GO0003700 transcription factor activity
at_At5g19080 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g38210 - GO0004674 protein serine/threonine kinase activity
at_At5g39610 GO0003700 transcription factor activity
at_At5g41090 GO0003700 transcription factor activity
at_At5g42940 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g46350 GO0003700 transcription factor activity
at_At5g52830 GO0003700 transcription factor activity
at_At5g66980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g28470 GO0003700 transcription factor activity
at_At1g32770 GO0003700 transcription factor activity
at_At1g33060 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g33280 GO0003700 transcription factor activity
at_At1g34310 GO0003700 transcription factor activity
at_At1g43640 GO0003700 transcription factor activity
GO0008081 phosphoric diester hydrolase activity
at_At1g54330 GO0003700 transcription factor activity
Validation Accuracy: 21/27 (77.78%)
Validation Frequency class 'GO0003677': 424/1925 (22.03%)
Evaluation on propertest data (2943 items):
at_At1g01720 GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g34790 GO0003700 transcription factor activity
at_At1g52830 GO0003700 transcription factor activity
at_At1g53720 - GO0003676 nucleic acid binding
GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g63480 GO0003677 DNA binding
at_At1g69490 GO0003700 transcription factor activity
at_At1g71930 GO0003700 transcription factor activity
at_At2g15530 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g25000 GO0003700 transcription factor activity
at_At2g31380 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g40750 GO0003700 transcription factor activity
at_At2g43000 GO0003700 transcription factor activity
at_At2g47900 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
GO0008081 phosphoric diester hydrolase activity
at_At3g09770 - GO0005515 protein binding
GO0005554 molecular_function unknown
GO0008270 zinc ion binding
at_At3g18960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g29035 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g16070 GO0003700 transcription factor activity
at_At3g61310 GO0003677 DNA binding
at_At3g62340 GO0003700 transcription factor activity
at_At4g01250 GO0003700 transcription factor activity
at_At4g16360 - GO0004679 SNF1A/AMP-activated protein kinase activity
at_At4g22770 GO0003677 DNA binding
at_At4g23750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g26640 GO0003700 transcription factor activity
at_At4g27520 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g34040 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g03740 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g09330 GO0003700 transcription factor activity
at_At5g15350 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g18270 GO0003700 transcription factor activity
at_At5g18680 GO0003700 transcription factor activity
GO0008081 phosphoric diester hydrolase activity
at_At5g22290 GO0003700 transcription factor activity
at_At5g46590 GO0003700 transcription factor activity
at_At5g46740 - GO0004843 ubiquitin-specific protease activity
at_At5g54080 - GO0004411 homogentisate 1\,2-dioxygenase activity
at_At1g26790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g29160 GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 27/37 (72.97%)
Propertest Frequency class 'GO0003677': 608/2943 (20.66%)
New (unknown) data (1925 items):
at_At1g03170 - GO0005554 molecular_function unknown
at_At5g42870 - GO0005554 molecular_function unknown
at_At5g49920 - GO0005554 molecular_function unknown
at_At5g52430 - GO0005554 molecular_function unknown
at_At5g52710 - GO0046872 metal ion binding
at_At5g63270 - GO0005554 molecular_function unknown
at_At1g50910 - GO0005554 molecular_function unknown
at_At1g04540 - GO0005554 molecular_function unknown
at_At1g62210 - GO0005554 molecular_function unknown
at_At1g64050 - GO0005554 molecular_function unknown
at_At1g67050 - GO0005554 molecular_function unknown
at_At1g76590 - GO0005488 binding
at_At2g14280 - no entry null
at_At2g15780 - GO0005554 molecular_function unknown
at_At2g16590 - no entry null
at_At2g27660 - GO0005554 molecular_function unknown
at_At2g32600 - GO0005554 molecular_function unknown
at_At2g34200 - no entry null
at_At2g37800 - GO0005554 molecular_function unknown
at_At2g48160 - GO0005554 molecular_function unknown
at_At3g11600 - GO0005554 molecular_function unknown
at_At3g13460 - GO0005554 molecular_function unknown
at_At3g17350 - GO0005554 molecular_function unknown
at_At3g22550 - GO0005554 molecular_function unknown
at_At3g32090 - GO0005554 molecular_function unknown
at_At1g14280 - GO0005554 molecular_function unknown
at_At3g49490 - GO0005554 molecular_function unknown
at_At3g53320 - GO0005554 molecular_function unknown
at_At3g53530 - GO0046872 metal ion binding
at_At3g54060 - GO0005554 molecular_function unknown
at_At3g55560 - GO0005554 molecular_function unknown
at_At3g59300 - GO0005554 molecular_function unknown
at_At3g62780 - GO0005554 molecular_function unknown
at_At4g20720 - GO0005554 molecular_function unknown
at_At4g25760 - GO0005554 molecular_function unknown
at_At1g17230 - no entry null
at_At5g01030 - GO0005554 molecular_function unknown
at_At5g08790 - GO0016563 transcriptional activator activity
at_At5g10640 - no entry null
at_At5g17870 - GO0005554 molecular_function unknown
at_At5g30380 - no entry null
at_At1g74170 - GO0005515 protein binding
at_At2g19780 - GO0005515 protein binding
at_At2g21400 - GO0005554 molecular_function unknown
at_At2g31460 - GO0005554 molecular_function unknown
at_At2g33080 - GO0005515 protein binding
at_At2g35200 - GO0005554 molecular_function unknown
at_At2g37570 - GO0005554 molecular_function unknown
at_At2g37960 - GO0005554 molecular_function unknown
at_At2g40040 - GO0005554 molecular_function unknown
at_At2g41730 - GO0005554 molecular_function unknown
at_At3g22160 - GO0005554 molecular_function unknown
at_At3g53670 - GO0005554 molecular_function unknown
at_At3g60410 - GO0005554 molecular_function unknown
at_At4g01490 - no entry null
at_At4g30860 - GO0005554 molecular_function unknown
at_At5g11990 - GO0005554 molecular_function unknown
at_At5g16220 - GO0005554 molecular_function unknown
at_At5g28110 - GO0005554 molecular_function unknown
at_At5g39140 - GO0005554 molecular_function unknown
at_At5g54350 - GO0005554 molecular_function unknown
at_At1g51450 - GO0005554 molecular_function unknown
at_At1g32700 - GO0005488 binding
at_At1g48780 - GO0005554 molecular_function unknown
at_At1g54070 - GO0005554 molecular_function unknown
at_At1g54500 - GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At1g55820 - GO0005554 molecular_function unknown
at_At1g56020 - GO0005554 molecular_function unknown
at_At1g64140 - GO0005554 molecular_function unknown
at_At1g76010 - GO0005554 molecular_function unknown
at_At1g77300 - GO0005554 molecular_function unknown
at_At2g13280 - no entry null
at_At2g20250 - GO0005554 molecular_function unknown
at_At2g30290 - no entry null
at_At2g35270 - GO0005554 molecular_function unknown
at_At2g36560 - GO0005554 molecular_function unknown
at_At2g37490 - no entry null
at_At3g16510 - GO0005554 molecular_function unknown
at_At3g43590 - GO0003676 nucleic acid binding
at_At3g47230 - GO0005554 molecular_function unknown
at_At3g47970 - no entry null
at_At3g60870 - GO0005554 molecular_function unknown
at_At1g14490 - GO0005554 molecular_function unknown
at_At4g03920 - no entry null
at_At4g04840 - GO0005554 molecular_function unknown
at_At4g05310 - GO0005554 molecular_function unknown
at_At1g18610 - GO0005554 molecular_function unknown
at_At5g15630 - GO0005554 molecular_function unknown
at_At5g22920 - no entry null
at_At5g65170 - GO0005554 molecular_function unknown
at_At1g30850 - GO0005554 molecular_function unknown
------------------
Rule 858
ss(_1,_3,b,_2),a_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,0.0-13.03),a_len(_2,3.0-6.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,5.15-11.94),c_len(_3,15.0-30.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,11.0-15.0),b_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,23.6-33.33),c_len(_3,11.0-15.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,c,_2),alpha_dist(_1,13.03-23.6),c_len(_3,9.0-11.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,b,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_4,3.0-6.0) = 1
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),coil_dist(_1,60.98-101.0),b_len(_3,1.0-3.0) = 1
ss(_1,_3,b,_2),b_len(_3,3.0-6.0),a_len(_2,9.0-11.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),alpha_dist(_1,23.6-33.33),a_len(_4,15.0-30.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),b_len(_5,1.0-3.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,13.03-23.6),c_len(_2,1.0-3.0),a_len(_3,3.0-6.0) = 0
-> class GO0003677 "DNA binding"
Evaluation on training data (3815 items):
at_At5g52020 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g53290 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g57390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65670 GO0003700 transcription factor activity
at_At1g28050 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g53160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g55110 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68800 GO0003700 transcription factor activity
at_At1g69810 GO0003700 transcription factor activity
at_At1g70000 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g73870 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g75540 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g77250 GO0003677 DNA binding
at_At2g18300 GO0003700 transcription factor activity
at_At2g20880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g30250 GO0003700 transcription factor activity
at_At2g33880 GO0003700 transcription factor activity
at_At2g34830 GO0003700 transcription factor activity
at_At2g40340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g47070 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g14230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g15210 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At3g16500 GO0003700 transcription factor activity
at_At3g18035 GO0003677 DNA binding
at_At3g19360 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At3g22760 GO0003700 transcription factor activity
at_At3g23050 GO0003700 transcription factor activity
at_At3g25990 GO0003700 transcription factor activity
at_At3g46090 GO0003700 transcription factor activity
at_At3g47620 GO0003700 transcription factor activity
at_At3g53790 GO0003677 DNA binding
at_At3g54320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g57480 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At3g57600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g60490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g63450 - GO0003723 RNA binding
at_At1g15360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g16190 GO0003684 damaged DNA binding
at_At4g17640 - GO0008605 protein kinase CK2 regulator activity
at_At4g24060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g26150 GO0003700 transcription factor activity
at_At4g28800 GO0003700 transcription factor activity
at_At4g29940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g32800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g33880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36970 GO0003677 DNA binding
at_At5g03150 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g05410 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g10510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15850 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g16680 GO0003677 DNA binding
at_At5g18560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g19790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g22220 GO0003700 transcription factor activity
at_At5g25190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g25810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g26580 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 62/65 (95.38%)
Training Frequency class 'GO0003677': 855/3815 (22.41%)
Evaluation on validation data (1925 items):
at_At1g02040 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g54960 - GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g68150 GO0003700 transcription factor activity
at_At1g69690 GO0003700 transcription factor activity
at_At1g74370 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g75490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g78600 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g80580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g20110 GO0003700 transcription factor activity
at_At2g23320 GO0003700 transcription factor activity
at_At1g08280 - GO0008373 sialyltransferase activity
at_At2g31210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g10800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g11020 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g24800 - GO0004842 ubiquitin-protein ligase activity
at_At1g12890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g15100 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g02670 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g16110 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At4g25490 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g26100 - GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g16270 - GO0004672 protein kinase activity
at_At4g28140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g38960 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g03790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g04390 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g39660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g40310 - GO0004527 exonuclease activity
at_At5g44100 - GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g44500 - GO0008248 pre-mRNA splicing factor activity
at_At5g52830 GO0003700 transcription factor activity
at_At1g53910 GO0003677 DNA binding
GO0003700 transcription factor activity
Validation Accuracy: 21/32 (65.62%)
Validation Frequency class 'GO0003677': 424/1925 (22.03%)
Evaluation on propertest data (2943 items):
at_At1g04100 GO0003700 transcription factor activity
at_At1g58100 GO0003700 transcription factor activity
at_At1g68520 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g69170 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g77200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g79700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g03060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g19470 - GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At2g29240 - GO0008234 cysteine-type peptidase activity
at_At2g34650 - GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g38340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g38470 GO0003700 transcription factor activity
at_At2g40220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40970 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g41710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g12130 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g12980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23240 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g16060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g03250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g09110 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g11140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g13490 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g18020 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At4g18450 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g39070 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g02750 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g13330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g27130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g28650 GO0003700 transcription factor activity
at_At5g50570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g50670 GO0003677 DNA binding
at_At5g53870 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g57990 - GO0004843 ubiquitin-specific protease activity
at_At5g60120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60170 - GO0003723 RNA binding
at_At5g60970 GO0003700 transcription factor activity
at_At5g66840 GO0003677 DNA binding
Propertest Accuracy: 30/39 (76.92%)
Propertest Frequency class 'GO0003677': 608/2943 (20.66%)
New (unknown) data (1925 items):
at_At1g23060 - GO0005554 molecular_function unknown
at_At1g23710 - GO0005554 molecular_function unknown
at_At5g45330 - GO0005554 molecular_function unknown
at_At5g47430 - GO0005554 molecular_function unknown
at_At5g59990 - GO0005554 molecular_function unknown
at_At5g60420 - no entry null
at_At5g62010 - GO0005515 protein binding
at_At5g63230 - GO0005554 molecular_function unknown
at_At5g64540 - GO0005554 molecular_function unknown
at_At1g26450 - GO0005554 molecular_function unknown
at_At1g26740 - GO0005554 molecular_function unknown
at_At5g66780 - GO0005554 molecular_function unknown
at_At1g29530 - GO0005554 molecular_function unknown
at_At1g30640 - no entry null
at_At1g35080 - GO0005554 molecular_function unknown
at_At1g36970 - GO0005554 molecular_function unknown
at_At1g37070 - no entry null
at_At1g49700 - GO0005554 molecular_function unknown
at_At1g53050 - GO0016301 kinase activity
at_At1g04500 - GO0005554 molecular_function unknown
at_At1g71760 - GO0005554 molecular_function unknown
at_At1g76980 - GO0005554 molecular_function unknown
at_At1g80000 - GO0005554 molecular_function unknown
at_At1g07480 - no entry null
at_At2g01930 - GO0005554 molecular_function unknown
at_At2g17870 - GO0003676 nucleic acid binding
at_At2g22270 - GO0005554 molecular_function unknown
at_At2g25690 - GO0005554 molecular_function unknown
at_At2g26530 - GO0005554 molecular_function unknown
at_At2g33490 - GO0005554 molecular_function unknown
at_At2g34070 - GO0005554 molecular_function unknown
at_At2g45010 - GO0005554 molecular_function unknown
at_At3g06660 - GO0005515 protein binding
at_At3g12890 - GO0005554 molecular_function unknown
at_At3g15040 - GO0005554 molecular_function unknown
at_At3g18230 - GO0005554 molecular_function unknown
at_At3g18650 - no entry null
at_At3g31390 - no entry null
at_At3g42870 - GO0005554 molecular_function unknown
at_At3g44610 - GO0016301 kinase activity
at_At3g50040 - GO0005554 molecular_function unknown
at_At3g51760 - GO0005554 molecular_function unknown
at_At3g59430 - GO0005554 molecular_function unknown
at_At1g15280 - GO0005554 molecular_function unknown
at_At4g07360 - GO0005554 molecular_function unknown
at_At4g07780 - GO0005554 molecular_function unknown
at_At4g08630 - GO0005554 molecular_function unknown
at_At4g14350 - no entry null
at_At4g19480 - GO0005554 molecular_function unknown
at_At4g30230 - GO0005554 molecular_function unknown
at_At4g34550 - GO0005554 molecular_function unknown
at_At4g36020 - GO0003676 nucleic acid binding
at_At5g02770 - GO0005554 molecular_function unknown
at_At5g03990 - GO0005554 molecular_function unknown
at_At5g04820 - GO0005554 molecular_function unknown
at_At5g06420 - no entry null
at_At5g06780 - GO0005554 molecular_function unknown
at_At5g13020 - GO0005554 molecular_function unknown
at_At5g16100 - GO0005554 molecular_function unknown
at_At5g22450 - GO0005554 molecular_function unknown
at_At5g24180 - GO0005554 molecular_function unknown
at_At5g28040 - GO0005554 molecular_function unknown
at_At5g28720 - GO0005554 molecular_function unknown
at_At5g33380 - GO0005554 molecular_function unknown
at_At5g33442 - no entry null
at_At1g03920 - GO0016301 kinase activity
at_At1g55500 - GO0005554 molecular_function unknown
at_At1g57700 - GO0016301 kinase activity
at_At1g58460 - GO0005554 molecular_function unknown
at_At1g69160 - GO0005554 molecular_function unknown
at_At1g69280 - GO0005554 molecular_function unknown
at_At1g75550 - GO0005554 molecular_function unknown
at_At1g79730 - GO0005554 molecular_function unknown
at_At2g25970 - GO0003676 nucleic acid binding
at_At2g26850 - GO0005554 molecular_function unknown
at_At1g07130 - GO0005554 molecular_function unknown
at_At2g29850 - GO0005554 molecular_function unknown
at_At2g31560 - GO0005554 molecular_function unknown
at_At2g31930 - GO0005554 molecular_function unknown
at_At2g41960 - GO0005554 molecular_function unknown
at_At3g09950 - GO0005554 molecular_function unknown
at_At3g12560 - no entry null
at_At3g14190 - GO0005554 molecular_function unknown
at_At3g16310 - GO0005554 molecular_function unknown
at_At3g18890 - GO0005554 molecular_function unknown
at_At3g24150 - GO0005554 molecular_function unknown
at_At3g52350 - GO0003676 nucleic acid binding
at_At3g60520 - GO0005554 molecular_function unknown
at_At4g01490 - no entry null
at_At4g02040 - GO0005554 molecular_function unknown
at_At4g20000 - GO0005554 molecular_function unknown
at_At4g33800 - GO0005554 molecular_function unknown
at_At5g04000 - GO0005554 molecular_function unknown
at_At5g11080 - GO0005554 molecular_function unknown
at_At5g15760 - GO0003735 structural constituent of ribosome
at_At5g16950 - GO0005554 molecular_function unknown
at_At5g20100 - GO0005554 molecular_function unknown
at_At5g22320 - GO0005515 protein binding
at_At5g42900 - GO0005554 molecular_function unknown
at_At1g20970 - GO0005554 molecular_function unknown
at_At5g45630 - GO0005554 molecular_function unknown
at_At5g50940 - no entry null
at_At5g51400 - GO0005554 molecular_function unknown
at_At5g54220 - GO0005554 molecular_function unknown
at_At5g55030 - GO0005554 molecular_function unknown
at_At5g55640 - GO0005554 molecular_function unknown
at_At5g64550 - GO0005554 molecular_function unknown
at_At1g36950 - GO0005554 molecular_function unknown
at_At1g53700 - GO0016301 kinase activity
at_At1g51530 - GO0003676 nucleic acid binding
at_At1g59660 - no entry null
at_At1g65000 - GO0005554 molecular_function unknown
at_At1g78650 - GO0005554 molecular_function unknown
at_At2g20250 - GO0005554 molecular_function unknown
at_At2g20310 - GO0005554 molecular_function unknown
at_At2g22210 - no entry null
at_At2g24550 - GO0005554 molecular_function unknown
at_At2g30480 - GO0005554 molecular_function unknown
at_At1g08370 - GO0005554 molecular_function unknown
at_At1g10170 - no entry null
at_At1g10390 - no entry null
at_At2g32840 - GO0005554 molecular_function unknown
at_At2g32960 - no entry null
at_At2g35550 - GO0005554 molecular_function unknown
at_At2g39900 - GO0005554 molecular_function unknown
at_At2g45480 - GO0005554 molecular_function unknown
at_At3g15690 - GO0005554 molecular_function unknown
at_At1g12830 - GO0005554 molecular_function unknown
at_At3g23090 - GO0005554 molecular_function unknown
at_At3g51890 - GO0005554 molecular_function unknown
at_At3g56250 - GO0005554 molecular_function unknown
at_At3g57860 - GO0005554 molecular_function unknown
at_At3g63070 - GO0005554 molecular_function unknown
at_At3g63280 - GO0016301 kinase activity
at_At4g01960 - GO0005554 molecular_function unknown
at_At4g10730 - GO0016301 kinase activity
at_At4g15990 - GO0005554 molecular_function unknown
at_At4g18630 - GO0005554 molecular_function unknown
at_At4g18830 - GO0005554 molecular_function unknown
at_At4g32420 - no entry null
at_At4g32640 - GO0005554 molecular_function unknown
at_At4g37830 - GO0005554 molecular_function unknown
at_At5g09620 - GO0005554 molecular_function unknown
at_At5g09670 - GO0005554 molecular_function unknown
at_At5g11840 - GO0005554 molecular_function unknown
at_At5g13250 - GO0005554 molecular_function unknown
at_At5g19090 - GO0005554 molecular_function unknown
at_At5g24890 - GO0005554 molecular_function unknown
at_At5g37550 - GO0005554 molecular_function unknown
at_At5g42070 - GO0005554 molecular_function unknown
at_At5g42550 - no entry null
at_At5g47750 - GO0016301 kinase activity
at_At5g52650 - GO0003735 structural constituent of ribosome
at_At5g59710 - GO0030528 transcription regulator activity
at_At5g61150 - GO0005515 protein binding
at_At5g66350 - GO0005515 protein binding
at_At5g66490 - GO0005554 molecular_function unknown
------------------
Rule 12
ss(_1,_3,c,_2),coil_dist(_1,53.24-60.98),a_len(_2,15.0-30.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,29.93-101.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,23.6-33.33),c_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),a_len(_4,30.0-1200.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,60.98-101.0),c_len(_3,6.0-9.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),coil_dist(_1,1.54-41.76),c_len(_3,1.0-3.0),a_len(_2,9.0-11.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,1.54-41.76),c_len(_3,6.0-9.0) = 0
ss(_1,_3,c,_2),c_len(_3,6.0-9.0),ss(_1,_5,c,_4),notequal(_5,_3),notequal(_5,_2),notequal(_4,_3),notequal(_4,_2),c_len(_5,3.0-6.0) = 0
ss(_1,_3,b,_2),beta_dist(_1,5.15-11.94),c_len(_2,1.0-3.0),b_len(_3,1.0-3.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,13.03-23.6),coil_dist(_1,60.98-101.0),a_len(_2,6.0-9.0) = 0
ss(_1,_3,b,_2),a_len(_2,15.0-30.0),ss(_1,_5,a,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),c_len(_4,1.0-3.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,6.0-9.0) = 0
ss(_1,_3,a,_2),coil_dist(_1,48.08-53.24),c_len(_2,3.0-6.0),a_len(_3,9.0-11.0) = 0
ss(_1,_3,a,_2),beta_dist(_1,0.0-5.15),c_len(_2,11.0-15.0),a_len(_3,15.0-30.0) = 0
ss(_1,_3,a,_2),alpha_dist(_1,0.0-13.03),coil_dist(_1,60.98-101.0),c_len(_2,30.0-1200.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),beta_dist(_1,0.0-5.15),a_len(_4,9.0-11.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,c,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),beta_dist(_1,29.93-101.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,c,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),a_len(_5,3.0-6.0) = 0
-> class GO0003677 "DNA binding"
Evaluation on training data (3815 items):
at_At1g01010 GO0003700 transcription factor activity
at_At1g02340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g22590 GO0003700 transcription factor activity
at_At5g43290 GO0003700 transcription factor activity
at_At5g48890 GO0003700 transcription factor activity
at_At5g49450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g56960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59340 GO0003700 transcription factor activity
at_At5g59970 GO0003677 DNA binding
at_At5g61430 GO0003700 transcription factor activity
at_At5g62460 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g62610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g63790 GO0003700 transcription factor activity
at_At5g65360 GO0003677 DNA binding
at_At1g29100 - GO0005507 copper ion binding
at_At1g35490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g43160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g53690 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At1g56010 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g60920 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g67590 GO0003677 DNA binding
at_At1g68810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71692 GO0003700 transcription factor activity
at_At1g72210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g75090 - GO0008725 DNA-3-methyladenine glycosylase I activity
at_At1g07660 GO0003677 DNA binding
at_At2g01500 GO0003700 transcription factor activity
at_At2g15740 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g22540 GO0003700 transcription factor activity
at_At2g22800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g24840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g26320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g09200 GO0003677 DNA binding
at_At2g33480 GO0003700 transcription factor activity
at_At2g34720 GO0003700 transcription factor activity
at_At2g35430 GO0003700 transcription factor activity
at_At2g40350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40740 GO0003700 transcription factor activity
at_At2g42280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g43010 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At2g46400 GO0003700 transcription factor activity
at_At2g46870 GO0003700 transcription factor activity
at_At3g07340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g11260 GO0003700 transcription factor activity
at_At3g14020 GO0003700 transcription factor activity
at_At3g15500 GO0003700 transcription factor activity
at_At3g21490 - GO0005507 copper ion binding
at_At3g21890 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g25790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g27360 GO0003677 DNA binding
at_At1g13370 GO0003677 DNA binding
at_At3g46070 GO0003700 transcription factor activity
at_At3g46080 GO0003700 transcription factor activity
at_At3g46320 GO0003677 DNA binding
at_At3g48940 GO0003677 DNA binding
at_At3g58710 GO0003700 transcription factor activity
at_At3g59060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g62100 GO0003700 transcription factor activity
at_At3g62420 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00670 GO0003677 DNA binding
at_At4g01120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g04260 GO0003677 DNA binding
at_At4g11880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g21050 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g24540 GO0003700 transcription factor activity
GO0005515 protein binding
at_At4g27410 GO0003700 transcription factor activity
at_At1g18860 GO0003700 transcription factor activity
at_At5g02380 - GO0005507 copper ion binding
at_At5g05280 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06510 GO0003700 transcription factor activity
at_At5g07040 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g07680 GO0003700 transcription factor activity
at_At5g08070 GO0003700 transcription factor activity
at_At5g10970 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g12840 GO0003700 transcription factor activity
at_At5g15840 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g16470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g18240 GO0003700 transcription factor activity
at_At5g22890 GO0003700 transcription factor activity
at_At5g24110 GO0003700 transcription factor activity
at_At5g37270 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g38800 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 81/88 (92.05%)
Training Frequency class 'GO0003677': 855/3815 (22.41%)
Evaluation on validation data (1925 items):
at_At1g06070 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72310 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g75610 GO0003677 DNA binding
at_At1g76410 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g77070 GO0003700 transcription factor activity
at_At1g77450 GO0003700 transcription factor activity
at_At1g77950 GO0003700 transcription factor activity
at_At2g13150 GO0003700 transcription factor activity
at_At2g18160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g26580 GO0003700 transcription factor activity
at_At2g42350 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42360 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46030 - GO0004840 ubiquitin conjugating enzyme activity
at_At3g14970 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g18400 GO0003700 transcription factor activity
at_At3g27200 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g11820 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g46860 - GO0004867 serine-type endopeptidase inhibitor activity
at_At3g51060 GO0003700 transcription factor activity
GO0005515 protein binding
at_At3g54420 - GO0004568 chitinase activity
at_At3g55460 - GO0003723 RNA binding
at_At3g55530 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g57230 GO0003700 transcription factor activity
at_At3g60280 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g63310 - GO0005554 molecular_function unknown
GO0016595 glutamate binding
at_At4g01520 GO0003700 transcription factor activity
at_At4g13040 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g29190 GO0003700 transcription factor activity
at_At4g30370 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g34680 GO0003700 transcription factor activity
at_At5g01300 - GO0008429 phosphatidylethanolamine binding
at_At5g01860 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g09750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g10140 GO0003700 transcription factor activity
GO0016566 specific transcriptional repressor activity
at_At5g10390 GO0003677 DNA binding
at_At5g10400 GO0003677 DNA binding
at_At5g10630 - GO0003746 translation elongation factor activity
at_At5g17480 - GO0005509 calcium ion binding
at_At5g25830 GO0003700 transcription factor activity
at_At5g37860 - GO0005507 copper ion binding
at_At5g51940 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At5g56840 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62980 - GO0004150 dihydroneopterin aldolase activity
at_At1g32770 GO0003700 transcription factor activity
at_At1g35330 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49720 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g52180 - GO0015250 water channel activity
at_At1g53030 - GO0016531 copper chaperone activity
Validation Accuracy: 26/49 (53.06%)
Validation Frequency class 'GO0003677': 424/1925 (22.03%)
Evaluation on propertest data (2943 items):
at_At1g01720 GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g32150 GO0003700 transcription factor activity
at_At1g49850 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53010 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g54160 GO0003700 transcription factor activity
at_At1g60650 - GO0003723 RNA binding
at_At1g61110 GO0003700 transcription factor activity
at_At1g63840 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74660 GO0003700 transcription factor activity
at_At1g74840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g75950 - GO0004842 ubiquitin-protein ligase activity
at_At2g02140 - GO0030414 protease inhibitor activity
at_At2g04630 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At2g15530 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g23240 - GO0008270 zinc ion binding
at_At2g23780 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g26350 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g28920 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g07820 GO0003677 DNA binding
at_At1g08010 GO0003700 transcription factor activity
at_At2g35530 GO0003700 transcription factor activity
at_At2g38300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g38900 - GO0004867 serine-type endopeptidase inhibitor activity
at_At2g40100 - GO0016168 chlorophyll binding
at_At2g42660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g43140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g45650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09390 - GO0005507 copper ion binding
at_At3g09600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g12730 GO0003700 transcription factor activity
at_At3g12910 GO0003700 transcription factor activity
at_At3g15050 - GO0005516 calmodulin binding
at_At1g12540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g21150 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g29035 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At3g29420 - GO0004311 farnesyltranstransferase activity
at_At3g30530 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g45930 GO0003677 DNA binding
at_At3g51960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g52560 - GO0004840 ubiquitin conjugating enzyme activity
at_At3g53730 GO0003677 DNA binding
at_At3g56350 - GO0008383 manganese superoxide dismutase activity
at_At3g56520 GO0003700 transcription factor activity
at_At1g15120 - GO0008121 ubiquinol-cytochrome-c reductase activity
at_At3g62090 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At3g62340 GO0003700 transcription factor activity
at_At4g02590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g10240 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g10640 - GO0005516 calmodulin binding
at_At4g10940 GO0003677 DNA binding
GO0008270 zinc ion binding
at_At4g26400 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26640 GO0003700 transcription factor activity
at_At4g32490 - GO0005507 copper ion binding
at_At4g37180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g01880 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05550 GO0003700 transcription factor activity
at_At5g09330 GO0003700 transcription factor activity
at_At5g11260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15380 - GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At5g15800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g18270 GO0003700 transcription factor activity
at_At1g22480 - GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g22500 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g26630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41450 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42200 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g44080 GO0003700 transcription factor activity
at_At5g45980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g46590 GO0003700 transcription factor activity
at_At5g51870 GO0003700 transcription factor activity
at_At1g25330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g26670 - GO0000149 SNARE binding
GO0004872 receptor activity
at_At5g58010 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g58580 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g59690 GO0003677 DNA binding
at_At5g65080 GO0003700 transcription factor activity
at_At5g66700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g30210 GO0003700 transcription factor activity
at_At1g30500 GO0003700 transcription factor activity
Propertest Accuracy: 50/80 (62.50%)
Propertest Frequency class 'GO0003677': 608/2943 (20.66%)
New (unknown) data (1925 items):
at_At1g01490 - GO0046872 metal ion binding
at_At1g02750 - no entry null
at_At1g02820 - GO0005554 molecular_function unknown
at_At1g02900 - GO0005554 molecular_function unknown
at_At1g21950 - GO0005554 molecular_function unknown
at_At1g22140 - GO0005554 molecular_function unknown
at_At1g23000 - GO0046872 metal ion binding
at_At5g42520 - GO0005554 molecular_function unknown
at_At5g42570 - GO0005554 molecular_function unknown
at_At5g43510 - GO0005554 molecular_function unknown
at_At5g44540 - GO0005554 molecular_function unknown
at_At5g45850 - GO0005554 molecular_function unknown
at_At5g45860 - GO0005554 molecular_function unknown
at_At5g47050 - GO0005554 molecular_function unknown
at_At5g47830 - GO0005554 molecular_function unknown
at_At5g48290 - GO0005554 molecular_function unknown
GO0046872 metal ion binding
at_At5g50690 - GO0016491 oxidoreductase activity
at_At5g50740 - GO0046872 metal ion binding
at_At5g50770 - GO0016491 oxidoreductase activity
at_At5g51320 - GO0005554 molecular_function unknown
at_At5g51360 - GO0005554 molecular_function unknown
at_At5g51580 - GO0005554 molecular_function unknown
at_At5g51700 - GO0005554 molecular_function unknown
at_At5g51840 - GO0005554 molecular_function unknown
at_At5g52750 - GO0046872 metal ion binding
at_At5g52780 - GO0005554 molecular_function unknown
at_At5g54850 - GO0005554 molecular_function unknown
at_At5g54950 - GO0005554 molecular_function unknown
at_At5g55110 - GO0005554 molecular_function unknown
at_At5g55290 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At5g55980 - GO0005554 molecular_function unknown
at_At5g56060 - GO0005554 molecular_function unknown
at_At5g56140 - GO0003676 nucleic acid binding
at_At5g57080 - GO0005554 molecular_function unknown
at_At5g57510 - GO0005554 molecular_function unknown
at_At5g57750 - no entry null
at_At5g58650 - GO0005554 molecular_function unknown
at_At5g59140 - GO0005554 molecular_function unknown
at_At5g59210 - GO0005554 molecular_function unknown
at_At5g62450 - no entry null
at_At5g62750 - GO0005554 molecular_function unknown
at_At5g62770 - GO0005554 molecular_function unknown
at_At5g63270 - GO0005554 molecular_function unknown
at_At5g63690 - GO0005554 molecular_function unknown
at_At5g64850 - GO0005554 molecular_function unknown
at_At5g65220 - GO0003735 structural constituent of ribosome
at_At1g24520 - GO0005554 molecular_function unknown
at_At1g24600 - GO0005554 molecular_function unknown
at_At5g65870 - GO0005554 molecular_function unknown
at_At1g27640 - GO0005554 molecular_function unknown
at_At1g27830 - no entry null
at_At1g28280 - GO0005554 molecular_function unknown
at_At1g28540 - GO0005554 molecular_function unknown
at_At1g29130 - no entry null
at_At1g31940 - GO0005554 molecular_function unknown
at_At1g32560 - GO0005554 molecular_function unknown
at_At1g32680 - GO0005554 molecular_function unknown
at_At1g35230 - GO0005554 molecular_function unknown
at_At1g35430 - GO0005554 molecular_function unknown
at_At1g35740 - no entry null
at_At1g36240 - GO0003735 structural constituent of ribosome
at_At1g36410 - no entry null
at_At1g36980 - GO0005554 molecular_function unknown
at_At1g42680 - GO0005554 molecular_function unknown
at_At1g44190 - no entry null
at_At1g48330 - GO0005554 molecular_function unknown
at_At1g49350 - GO0016301 kinase activity
at_At1g52300 - GO0003735 structural constituent of ribosome
at_At1g52390 - GO0005554 molecular_function unknown
at_At1g52690 - GO0005554 molecular_function unknown
at_At1g53610 - GO0005554 molecular_function unknown
at_At1g53620 - GO0005554 molecular_function unknown
at_At1g54460 - GO0005554 molecular_function unknown
at_At1g03660 - GO0005554 molecular_function unknown
at_At1g04450 - no entry null
at_At1g05130 - no entry null
at_At1g56060 - GO0005554 molecular_function unknown
at_At1g58150 - GO0005554 molecular_function unknown
at_At1g59920 - GO0005554 molecular_function unknown
at_At1g62610 - GO0016491 oxidoreductase activity
at_At1g63060 - GO0005554 molecular_function unknown
at_At1g63380 - GO0016491 oxidoreductase activity
at_At1g63540 - GO0005554 molecular_function unknown
at_At1g64370 - GO0005554 molecular_function unknown
at_At1g65420 - GO0005554 molecular_function unknown
at_At1g65510 - GO0005554 molecular_function unknown
at_At1g67670 - GO0005554 molecular_function unknown
at_At1g67860 - GO0005554 molecular_function unknown
at_At1g68730 - GO0005554 molecular_function unknown
at_At1g69050 - GO0005554 molecular_function unknown
at_At1g69510 - GO0005554 molecular_function unknown
at_At1g71910 - GO0005554 molecular_function unknown
at_At1g72630 - GO0005554 molecular_function unknown
at_At1g72690 - GO0005554 molecular_function unknown
at_At1g73030 - GO0005554 molecular_function unknown
at_At1g73790 - GO0005554 molecular_function unknown
at_At1g75400 - GO0005554 molecular_function unknown
at_At1g75560 - GO0003676 nucleic acid binding
at_At1g76230 - GO0005554 molecular_function unknown
at_At1g76960 - GO0005554 molecular_function unknown
at_At1g77830 - no entry null
at_At1g78310 - GO0005554 molecular_function unknown
at_At1g79040 - GO0005554 molecular_function unknown
at_At1g80040 - GO0005554 molecular_function unknown
at_At1g07500 - GO0005554 molecular_function unknown
at_At1g07950 - GO0005554 molecular_function unknown
at_At2g02830 - no entry null
at_At2g03740 - GO0005554 molecular_function unknown
at_At2g04320 - GO0005554 molecular_function unknown
at_At2g04340 - GO0005554 molecular_function unknown
at_At2g05270 - GO0005554 molecular_function unknown
at_At2g05440 - GO0005554 molecular_function unknown
at_At2g06480 - GO0005554 molecular_function unknown
at_At2g06970 - no entry null
at_At2g13660 - GO0005554 molecular_function unknown
at_At2g14810 - GO0005554 molecular_function unknown
at_At2g14890 - GO0005554 molecular_function unknown
at_At2g15120 - GO0005554 molecular_function unknown
at_At2g15170 - GO0005554 molecular_function unknown
at_At2g16020 - GO0005554 molecular_function unknown
at_At2g16190 - GO0005554 molecular_function unknown
at_At2g16830 - no entry null
at_At2g17160 - GO0005554 molecular_function unknown
at_At2g17660 - GO0005554 molecular_function unknown
at_At2g18270 - GO0005554 molecular_function unknown
at_At2g18440 - GO0005554 molecular_function unknown
at_At2g18970 - GO0005554 molecular_function unknown
at_At2g19000 - GO0005554 molecular_function unknown
at_At2g19460 - GO0005554 molecular_function unknown
at_At2g19750 - GO0003735 structural constituent of ribosome
at_At2g19990 - GO0005554 molecular_function unknown
at_At2g20080 - GO0005554 molecular_function unknown
at_At2g20430 - no entry null
at_At2g20480 - GO0005554 molecular_function unknown
at_At2g21200 - no entry null
at_At2g21210 - no entry null
at_At2g21780 - GO0005554 molecular_function unknown
at_At2g22080 - GO0005554 molecular_function unknown
at_At2g22470 - GO0005554 molecular_function unknown
at_At2g22510 - GO0005554 molecular_function unknown
at_At2g23440 - GO0005554 molecular_function unknown
at_At2g23940 - GO0005554 molecular_function unknown
at_At2g24670 - GO0005554 molecular_function unknown
at_At2g25990 - GO0005554 molecular_function unknown
at_At2g27740 - GO0005554 molecular_function unknown
at_At2g27830 - GO0005554 molecular_function unknown
at_At2g28440 - GO0005554 molecular_function unknown
at_At2g28750 - no entry null
at_At1g08690 - no entry null
at_At2g29790 - GO0005554 molecular_function unknown
at_At2g30030 - no entry null
at_At2g30930 - GO0005554 molecular_function unknown
at_At2g31590 - GO0005554 molecular_function unknown
at_At2g32310 - GO0005554 molecular_function unknown
at_At2g32890 - GO0005554 molecular_function unknown
at_At2g33130 - GO0005554 molecular_function unknown
at_At2g34000 - GO0005554 molecular_function unknown
at_At2g34410 - no entry null
at_At2g34800 - GO0005554 molecular_function unknown
at_At2g35290 - GO0005554 molecular_function unknown
at_At2g35300 - GO0005554 molecular_function unknown
at_At2g35910 - GO0005554 molecular_function unknown
at_At2g36020 - GO0005554 molecular_function unknown
at_At2g40510 - GO0003735 structural constituent of ribosome
at_At2g41230 - GO0005554 molecular_function unknown
at_At2g41600 - GO0005554 molecular_function unknown
at_At2g42390 - GO0005554 molecular_function unknown
at_At2g43170 - no entry null
at_At2g44010 - GO0005554 molecular_function unknown
at_At2g45000 - GO0005554 molecular_function unknown
at_At2g45710 - no entry null
at_At2g46150 - GO0005554 molecular_function unknown
at_At2g47690 - GO0005554 molecular_function unknown
at_At2g47720 - GO0005554 molecular_function unknown
at_At2g47930 - GO0005554 molecular_function unknown
at_At2g48130 - GO0008289 lipid binding
at_At3g07200 - GO0005554 molecular_function unknown
at_At3g07580 - GO0005554 molecular_function unknown
at_At3g07600 - GO0046872 metal ion binding
at_At3g08770 - GO0008289 lipid binding
at_At3g09500 - GO0003735 structural constituent of ribosome
at_At3g09700 - GO0003754 chaperone activity
at_At3g09870 - no entry null
at_At3g10860 - no entry null
at_At3g11600 - GO0005554 molecular_function unknown
at_At1g10250 - GO0005554 molecular_function unknown
at_At3g13624 - no entry null
at_At3g14430 - GO0005554 molecular_function unknown
at_At3g14760 - GO0005554 molecular_function unknown
at_At3g15280 - GO0005554 molecular_function unknown
at_At3g16020 - GO0005554 molecular_function unknown
at_At3g16040 - GO0005554 molecular_function unknown
at_At3g17890 - GO0005554 molecular_function unknown
at_At3g17970 - GO0005554 molecular_function unknown
at_At3g18410 - GO0005554 molecular_function unknown
at_At3g18740 - GO0003735 structural constituent of ribosome
at_At3g19140 - GO0005554 molecular_function unknown
at_At3g19780 - GO0005554 molecular_function unknown
at_At3g20470 - GO0005199 structural constituent of cell wall
GO0005554 molecular_function unknown
at_At3g21570 - GO0005554 molecular_function unknown
at_At3g22240 - GO0005554 molecular_function unknown
at_At3g24410 - no entry null
at_At3g24890 - GO0005554 molecular_function unknown
at_At3g25880 - GO0005554 molecular_function unknown
at_At3g26850 - GO0005554 molecular_function unknown
at_At3g26980 - GO0005554 molecular_function unknown
at_At3g27210 - GO0005554 molecular_function unknown
at_At3g27830 - GO0003735 structural constituent of ribosome
at_At3g28155 - GO0005554 molecular_function unknown
at_At3g28210 - GO0005554 molecular_function unknown
at_At3g29075 - GO0005554 molecular_function unknown
at_At3g29300 - GO0005554 molecular_function unknown
at_At3g29600 - GO0005554 molecular_function unknown
at_At3g30125 - no entry null
at_At3g30130 - no entry null
at_At3g30845 - GO0005554 molecular_function unknown
at_At3g42090 - GO0005554 molecular_function unknown
at_At3g42140 - GO0005554 molecular_function unknown
at_At3g42210 - no entry null
at_At3g42380 - GO0005554 molecular_function unknown
at_At3g42540 - GO0005554 molecular_function unknown
at_At3g42680 - GO0005554 molecular_function unknown
at_At3g43660 - GO0005554 molecular_function unknown
at_At3g43880 - GO0005554 molecular_function unknown
at_At1g13670 - GO0005554 molecular_function unknown
at_At1g14250 - GO0016787 hydrolase activity
at_At3g46430 - GO0005554 molecular_function unknown
at_At3g47070 - no entry null
at_At3g48020 - GO0005554 molecular_function unknown
at_At3g48450 - GO0005554 molecular_function unknown
at_At3g49270 - GO0005554 molecular_function unknown
at_At3g49460 - GO0005554 molecular_function unknown
at_At3g52040 - GO0005554 molecular_function unknown
at_At3g52830 - GO0005554 molecular_function unknown
at_At3g53660 - no entry null
at_At3g55290 - GO0016491 oxidoreductase activity
at_At3g57210 - GO0005554 molecular_function unknown
at_At3g57320 - GO0005554 molecular_function unknown
at_At3g57500 - GO0005554 molecular_function unknown
at_At3g58370 - GO0005554 molecular_function unknown
at_At3g59470 - GO0005554 molecular_function unknown
at_At3g59710 - GO0016491 oxidoreductase activity
at_At3g60230 - GO0005554 molecular_function unknown
at_At3g60650 - GO0005554 molecular_function unknown
at_At3g62510 - GO0005554 molecular_function unknown
at_At3g62780 - GO0005554 molecular_function unknown
at_At3g62920 - GO0005554 molecular_function unknown
at_At3g63160 - GO0005554 molecular_function unknown
at_At4g01590 - GO0005554 molecular_function unknown
at_At4g02170 - GO0005554 molecular_function unknown
at_At4g03040 - GO0005554 molecular_function unknown
at_At4g03120 - GO0005554 molecular_function unknown
at_At1g15270 - GO0005554 molecular_function unknown
at_At1g15590 - GO0005554 molecular_function unknown
at_At1g16960 - GO0005554 molecular_function unknown
at_At4g04330 - GO0005554 molecular_function unknown
at_At4g05070 - GO0005554 molecular_function unknown
at_At4g05560 - GO0005554 molecular_function unknown
at_At4g07500 - GO0005554 molecular_function unknown
at_At4g07610 - no entry null
at_At4g09220 - GO0005554 molecular_function unknown
at_At4g09880 - GO0005554 molecular_function unknown
at_At4g10020 - GO0016491 oxidoreductase activity
at_At4g10070 - GO0003676 nucleic acid binding
at_At4g10360 - GO0005554 molecular_function unknown
at_At4g10810 - GO0005554 molecular_function unknown
at_At4g11510 - GO0005554 molecular_function unknown
at_At4g12580 - GO0005554 molecular_function unknown
at_At4g13790 - no entry null
at_At4g15170 - no entry null
at_At4g15460 - GO0005554 molecular_function unknown
at_At4g16980 - GO0005554 molecular_function unknown
at_At4g19620 - GO0005554 molecular_function unknown
at_At4g21950 - GO0005554 molecular_function unknown
at_At4g22020 - no entry null
at_At4g22470 - GO0008289 lipid binding
at_At4g23880 - GO0005554 molecular_function unknown
at_At4g23970 - GO0005554 molecular_function unknown
at_At4g25040 - GO0005554 molecular_function unknown
at_At4g26320 - GO0005554 molecular_function unknown
at_At4g27390 - GO0005554 molecular_function unknown
at_At4g28160 - GO0005554 molecular_function unknown
at_At1g17300 - GO0005554 molecular_function unknown
at_At1g17330 - GO0005554 molecular_function unknown
at_At1g17380 - GO0005554 molecular_function unknown
at_At1g17700 - GO0005554 molecular_function unknown
at_At1g18280 - GO0008289 lipid binding
at_At4g29850 - GO0005554 molecular_function unknown
at_At4g29980 - GO0005554 molecular_function unknown
at_At4g30970 - GO0005554 molecular_function unknown
at_At4g31360 - GO0005554 molecular_function unknown
at_At4g34770 - no entry null
at_At4g35400 - GO0005554 molecular_function unknown
at_At4g37570 - GO0005554 molecular_function unknown
at_At4g38330 - GO0005554 molecular_function unknown
at_At4g38410 - no entry null
at_At4g39320 - GO0005554 molecular_function unknown
at_At5g02540 - GO0016491 oxidoreductase activity
at_At5g02550 - GO0005554 molecular_function unknown
at_At5g02610 - GO0003735 structural constituent of ribosome
at_At5g03110 - GO0005554 molecular_function unknown
at_At5g03210 - GO0005554 molecular_function unknown
at_At5g05370 - no entry null
at_At5g06760 - GO0005554 molecular_function unknown
at_At5g07960 - GO0005554 molecular_function unknown
at_At5g08050 - GO0005554 molecular_function unknown
at_At5g08760 - no entry null
at_At5g08770 - GO0005554 molecular_function unknown
at_At5g08790 - GO0016563 transcriptional activator activity
at_At5g09260 - GO0005554 molecular_function unknown
at_At5g09270 - GO0005554 molecular_function unknown
at_At5g09340 - GO0005554 molecular_function unknown
at_At5g09980 - GO0005554 molecular_function unknown
at_At5g10590 - GO0005554 molecular_function unknown
at_At1g19760 - no entry null
at_At1g19960 - GO0005554 molecular_function unknown
at_At1g20460 - GO0005554 molecular_function unknown
at_At1g21140 - GO0005554 molecular_function unknown
at_At5g13220 - GO0005554 molecular_function unknown
at_At5g14560 - GO0005554 molecular_function unknown
at_At5g15510 - GO0005554 molecular_function unknown
at_At5g16110 - GO0005554 molecular_function unknown
at_At5g17450 - GO0046872 metal ion binding
at_At5g17650 - GO0005554 molecular_function unknown
at_At5g18010 - GO0005554 molecular_function unknown
at_At5g18050 - no entry null
at_At5g18080 - no entry null
at_At5g20370 - GO0005554 molecular_function unknown
at_At5g20530 - no entry null
at_At5g22970 - GO0005554 molecular_function unknown
at_At5g24640 - GO0005554 molecular_function unknown
at_At5g27690 - GO0046872 metal ion binding
at_At5g30380 - no entry null
at_At5g30440 - no entry null
at_At5g32490 - no entry null
at_At5g33210 - GO0005554 molecular_function unknown
at_At5g35480 - GO0005554 molecular_function unknown
at_At5g36010 - GO0005554 molecular_function unknown
at_At5g36280 - GO0005554 molecular_function unknown
at_At5g36920 - GO0005554 molecular_function unknown
at_At5g37120 - GO0005554 molecular_function unknown
at_At5g38320 - GO0005554 molecular_function unknown
at_At5g38740 - no entry null
at_At5g39570 - GO0005554 molecular_function unknown
at_At5g40690 - GO0005554 molecular_function unknown
at_At5g42110 - GO0005554 molecular_function unknown
at_At1g03950 - GO0005554 molecular_function unknown
at_At1g06010 - GO0005554 molecular_function unknown
at_At1g55330 - GO0005554 molecular_function unknown
at_At1g55640 - GO0005554 molecular_function unknown
at_At1g56220 - GO0005554 molecular_function unknown
at_At1g57540 - GO0005554 molecular_function unknown
at_At1g61620 - GO0005554 molecular_function unknown
at_At1g61780 - GO0005554 molecular_function unknown
at_At1g63960 - GO0005554 molecular_function unknown
at_At1g64490 - GO0005554 molecular_function unknown
at_At1g67920 - GO0005554 molecular_function unknown
at_At1g72750 - no entry null
at_At1g73520 - no entry null
at_At1g74950 - GO0005554 molecular_function unknown
at_At1g77970 - GO0005554 molecular_function unknown
at_At1g78190 - GO0005554 molecular_function unknown
at_At1g81000 - no entry null
at_At2g01870 - GO0005554 molecular_function unknown
at_At2g03630 - GO0005554 molecular_function unknown
at_At2g04830 - GO0005554 molecular_function unknown
at_At2g04870 - GO0005554 molecular_function unknown
at_At2g05500 - GO0005554 molecular_function unknown
at_At2g10040 - no entry null
at_At2g10080 - no entry null
at_At2g10920 - GO0005554 molecular_function unknown
at_At2g12200 - GO0016874 ligase activity
at_At2g16340 - GO0005554 molecular_function unknown
at_At2g16360 - GO0003735 structural constituent of ribosome
at_At2g18340 - GO0005554 molecular_function unknown
at_At2g18400 - GO0003735 structural constituent of ribosome
at_At2g18830 - GO0005554 molecular_function unknown
at_At2g20730 - no entry null
at_At2g21580 - GO0003735 structural constituent of ribosome
at_At2g22820 - GO0005554 molecular_function unknown
at_At2g25510 - GO0005554 molecular_function unknown
at_At2g26120 - GO0005554 molecular_function unknown
at_At2g27180 - GO0005554 molecular_function unknown
at_At1g08780 - GO0003754 chaperone activity
at_At2g31090 - GO0005554 molecular_function unknown
at_At2g31850 - GO0005554 molecular_function unknown
at_At2g32190 - GO0005554 molecular_function unknown
at_At2g33520 - GO0005554 molecular_function unknown
at_At2g35230 - GO0005554 molecular_function unknown
at_At2g35470 - GO0005554 molecular_function unknown
at_At2g36210 - no entry null
at_At2g36640 - GO0005554 molecular_function unknown
at_At2g39790 - GO0005554 molecular_function unknown
at_At2g41730 - GO0005554 molecular_function unknown
at_At2g42180 - GO0005554 molecular_function unknown
at_At2g46540 - GO0005554 molecular_function unknown
at_At2g46650 - GO0005554 molecular_function unknown
at_At3g06700 - GO0003735 structural constituent of ribosome
at_At3g06760 - GO0005554 molecular_function unknown
at_At3g08560 - no entry null
at_At3g09980 - GO0005554 molecular_function unknown
at_At3g13370 - GO0005554 molecular_function unknown
at_At3g13710 - GO0005554 molecular_function unknown
at_At3g17120 - GO0005554 molecular_function unknown
at_At3g17580 - GO0005554 molecular_function unknown
at_At3g19650 - GO0005554 molecular_function unknown
at_At3g22580 - GO0008289 lipid binding
at_At3g23040 - GO0005554 molecular_function unknown
at_At3g24280 - GO0005554 molecular_function unknown
at_At3g25870 - GO0005554 molecular_function unknown
at_At3g28010 - GO0005554 molecular_function unknown
at_At3g29010 - GO0005554 molecular_function unknown
at_At3g31400 - GO0005554 molecular_function unknown
at_At3g42370 - no entry null
at_At3g44140 - GO0005554 molecular_function unknown
at_At3g44430 - GO0005554 molecular_function unknown
at_At1g11970 - GO0005554 molecular_function unknown
at_At1g12080 - GO0005554 molecular_function unknown
at_At3g44780 - GO0005554 molecular_function unknown
at_At3g45210 - GO0005554 molecular_function unknown
at_At3g45820 - GO0005554 molecular_function unknown
at_At3g48960 - GO0003735 structural constituent of ribosome
at_At3g49780 - GO0005554 molecular_function unknown
at_At3g50320 - GO0005554 molecular_function unknown
at_At3g51500 - GO0005554 molecular_function unknown
at_At3g52580 - GO0003735 structural constituent of ribosome
at_At3g54330 - no entry null
at_At3g55310 - GO0016491 oxidoreductase activity
at_At3g56340 - GO0003735 structural constituent of ribosome
at_At3g58130 - GO0005554 molecular_function unknown
at_At3g58840 - GO0005554 molecular_function unknown
at_At3g59620 - GO0005554 molecular_function unknown
at_At3g59880 - GO0005554 molecular_function unknown
at_At3g62450 - GO0005554 molecular_function unknown
at_At3g63020 - GO0005554 molecular_function unknown
at_At3g63230 - GO0005554 molecular_function unknown
at_At4g00770 - GO0005554 molecular_function unknown
at_At4g02090 - GO0005554 molecular_function unknown
at_At4g02830 - GO0005554 molecular_function unknown
at_At4g04360 - GO0005554 molecular_function unknown
at_At4g07730 - no entry null
at_At4g08230 - GO0005554 molecular_function unknown
at_At4g09270 - GO0005554 molecular_function unknown
at_At4g09550 - GO0005554 molecular_function unknown
at_At4g11150 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At4g14010 - GO0005554 molecular_function unknown
at_At4g15620 - GO0005554 molecular_function unknown
at_At4g16100 - GO0005554 molecular_function unknown
at_At4g17020 - GO0005554 molecular_function unknown
at_At4g18510 - GO0005102 receptor binding
GO0005515 protein binding
at_At4g24350 - no entry null
at_At4g26040 - GO0005554 molecular_function unknown
at_At4g27140 - GO0008289 lipid binding
GO0045735 nutrient reservoir activity
at_At1g16000 - GO0005554 molecular_function unknown
at_At1g16840 - GO0005554 molecular_function unknown
at_At1g16950 - GO0005554 molecular_function unknown
at_At1g17320 - no entry null
at_At1g19610 - no entry null
at_At4g29300 - GO0005554 molecular_function unknown
at_At4g31130 - GO0005554 molecular_function unknown
at_At4g33180 - GO0003824 catalytic activity
at_At4g34010 - no entry null
at_At4g34780 - no entry null
at_At4g37710 - GO0005554 molecular_function unknown
at_At4g38290 - GO0005554 molecular_function unknown
at_At4g39700 - GO0046872 metal ion binding
at_At5g02020 - GO0005554 molecular_function unknown
at_At5g02280 - GO0005554 molecular_function unknown
at_At5g03030 - GO0003754 chaperone activity
at_At5g04080 - GO0005554 molecular_function unknown
at_At5g09520 - GO0005554 molecular_function unknown
at_At5g09960 - GO0005554 molecular_function unknown
at_At5g13340 - GO0005554 molecular_function unknown
at_At5g15430 - GO0005554 molecular_function unknown
at_At5g16060 - GO0005554 molecular_function unknown
at_At5g17180 - GO0005554 molecular_function unknown
at_At5g18020 - no entry null
at_At5g19570 - GO0005554 molecular_function unknown
at_At5g19800 - GO0005554 molecular_function unknown
at_At5g22270 - GO0005554 molecular_function unknown
at_At5g22520 - GO0005554 molecular_function unknown
at_At5g23640 - GO0005554 molecular_function unknown
at_At5g35860 - GO0005554 molecular_function unknown
at_At5g36090 - GO0005554 molecular_function unknown
at_At5g38310 - GO0005554 molecular_function unknown
at_At1g21830 - GO0005554 molecular_function unknown
at_At1g22420 - GO0005554 molecular_function unknown
at_At1g23650 - GO0005554 molecular_function unknown
at_At5g50100 - GO0005554 molecular_function unknown
at_At5g50880 - GO0005554 molecular_function unknown
at_At5g51010 - GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At5g54350 - GO0005554 molecular_function unknown
at_At5g54420 - GO0005554 molecular_function unknown
at_At5g55850 - GO0005554 molecular_function unknown
at_At5g57910 - GO0005554 molecular_function unknown
at_At5g59050 - GO0005554 molecular_function unknown
at_At5g59320 - GO0005319 lipid transporter activity
at_At5g60630 - GO0005554 molecular_function unknown
at_At5g64890 - GO0005554 molecular_function unknown
at_At5g66110 - GO0046872 metal ion binding
at_At1g27330 - GO0005554 molecular_function unknown
at_At1g27610 - GO0005554 molecular_function unknown
at_At1g29420 - no entry null
at_At1g30250 - GO0005554 molecular_function unknown
at_At1g31580 - GO0005554 molecular_function unknown
at_At1g31890 - no entry null
at_At1g32610 - GO0005554 molecular_function unknown
at_At1g32920 - GO0005554 molecular_function unknown
at_At1g41810 - GO0005554 molecular_function unknown
at_At1g42040 - no entry null
at_At1g48690 - GO0005554 molecular_function unknown
at_At1g48770 - GO0005554 molecular_function unknown
at_At1g49140 - GO0005554 molecular_function unknown
at_At1g54190 - GO0005554 molecular_function unknown
at_At1g01400 - GO0005554 molecular_function unknown
at_At1g33000 - GO0005554 molecular_function unknown
at_At1g33680 - GO0003676 nucleic acid binding
at_At1g35410 - GO0005554 molecular_function unknown
at_At1g35900 - GO0005554 molecular_function unknown
at_At1g36660 - no entry null
at_At1g36760 - no entry null
at_At1g37010 - GO0005554 molecular_function unknown
at_At1g42640 - no entry null
at_At1g48960 - GO0005554 molecular_function unknown
at_At1g49500 - GO0005554 molecular_function unknown
at_At1g50350 - GO0005554 molecular_function unknown
at_At1g50470 - GO0005554 molecular_function unknown
at_At1g51330 - GO0005554 molecular_function unknown
at_At1g52470 - GO0005554 molecular_function unknown
at_At1g52550 - GO0005554 molecular_function unknown
at_At1g53670 - GO0005554 molecular_function unknown
at_At1g54500 - GO0005489 electron transporter activity
GO0046872 metal ion binding
at_At1g54880 - GO0005554 molecular_function unknown
at_At1g55990 - GO0005554 molecular_function unknown
at_At1g56020 - GO0005554 molecular_function unknown
at_At1g60010 - GO0005554 molecular_function unknown
at_At1g63720 - GO0005554 molecular_function unknown
at_At1g64360 - GO0005554 molecular_function unknown
at_At1g66580 - GO0003735 structural constituent of ribosome
at_At1g68420 - GO0005554 molecular_function unknown
at_At1g68450 - GO0005554 molecular_function unknown
at_At1g69750 - GO0005554 molecular_function unknown
at_At1g70870 - GO0005554 molecular_function unknown
at_At1g72450 - GO0005554 molecular_function unknown
at_At1g72580 - GO0005554 molecular_function unknown
at_At1g73510 - GO0005554 molecular_function unknown
at_At1g05070 - GO0005554 molecular_function unknown
at_At1g05340 - GO0005554 molecular_function unknown
at_At1g76440 - GO0005554 molecular_function unknown
at_At1g77350 - GO0005554 molecular_function unknown
at_At1g78410 - GO0005554 molecular_function unknown
at_At1g79100 - GO0005554 molecular_function unknown
at_At2g02460 - no entry null
at_At2g05510 - GO0005554 molecular_function unknown
at_At2g05540 - GO0005554 molecular_function unknown
at_At2g06390 - GO0005554 molecular_function unknown
at_At2g07000 - GO0005554 molecular_function unknown
at_At2g09900 - GO0005554 molecular_function unknown
at_At2g11350 - no entry null
at_At2g11560 - no entry null
at_At2g12230 - no entry null
at_At2g12280 - GO0016874 ligase activity
at_At2g12470 - no entry null
at_At2g13400 - no entry null
at_At2g13880 - no entry null
at_At2g14110 - GO0005554 molecular_function unknown
at_At2g14220 - no entry null
at_At2g14340 - GO0005554 molecular_function unknown
at_At2g17460 - no entry null
at_At2g18070 - GO0005554 molecular_function unknown
at_At2g19030 - GO0005554 molecular_function unknown
at_At2g19040 - GO0005554 molecular_function unknown
at_At2g19290 - GO0005554 molecular_function unknown
at_At2g19300 - GO0005554 molecular_function unknown
at_At2g20070 - GO0005554 molecular_function unknown
at_At2g20490 - no entry null
at_At2g21740 - GO0005554 molecular_function unknown
at_At2g21820 - GO0005554 molecular_function unknown
at_At2g24910 - GO0005554 molecular_function unknown
at_At2g26810 - GO0005554 molecular_function unknown
at_At2g27330 - GO0003676 nucleic acid binding
at_At2g28240 - GO0005554 molecular_function unknown
at_At2g30810 - GO0005554 molecular_function unknown
at_At1g10310 - GO0016491 oxidoreductase activity
at_At2g31710 - GO0005554 molecular_function unknown
at_At2g32200 - GO0005554 molecular_function unknown
at_At2g32210 - GO0005554 molecular_function unknown
at_At2g32570 - no entry null
at_At2g33460 - no entry null
at_At2g33690 - GO0005554 molecular_function unknown
at_At2g33830 - GO0005554 molecular_function unknown
at_At2g34870 - GO0005554 molecular_function unknown
at_At2g35750 - GO0005554 molecular_function unknown
at_At2g37190 - GO0003735 structural constituent of ribosome
at_At2g37480 - GO0005554 molecular_function unknown
at_At2g37490 - no entry null
at_At2g38160 - GO0005554 molecular_function unknown
at_At2g38930 - no entry null
at_At2g39500 - GO0005554 molecular_function unknown
at_At2g39520 - GO0005554 molecular_function unknown
at_At2g39870 - GO0005554 molecular_function unknown
at_At2g40960 - GO0005554 molecular_function unknown
at_At2g41400 - GO0005554 molecular_function unknown
at_At2g41430 - GO0005554 molecular_function unknown
at_At2g41650 - GO0005554 molecular_function unknown
at_At2g42050 - GO0005554 molecular_function unknown
at_At2g43550 - no entry null
at_At2g45070 - GO0008565 protein transporter activity
at_At2g47530 - GO0005554 molecular_function unknown
at_At3g06750 - GO0005554 molecular_function unknown
at_At3g07230 - GO0005554 molecular_function unknown
at_At3g07500 - GO0005554 molecular_function unknown
at_At3g12960 - GO0005554 molecular_function unknown
at_At3g13500 - GO0005554 molecular_function unknown
at_At3g14500 - GO0005554 molecular_function unknown
at_At3g15670 - GO0005554 molecular_function unknown
at_At3g15700 - no entry null
at_At3g16570 - GO0005554 molecular_function unknown
at_At3g17160 - GO0005554 molecular_function unknown
at_At3g17190 - GO0005554 molecular_function unknown
at_At3g17300 - GO0005554 molecular_function unknown
at_At3g19550 - GO0005554 molecular_function unknown
at_At1g10990 - GO0005554 molecular_function unknown
at_At1g13360 - GO0005554 molecular_function unknown
at_At3g21550 - GO0005554 molecular_function unknown
at_At3g22610 - no entry null
at_At3g23170 - GO0005554 molecular_function unknown
at_At3g26090 - GO0005554 molecular_function unknown
at_At3g26970 - no entry null
at_At3g27090 - GO0005554 molecular_function unknown
at_At3g27410 - GO0005554 molecular_function unknown
at_At3g27800 - GO0005554 molecular_function unknown
at_At3g29570 - GO0005554 molecular_function unknown
at_At3g30160 - GO0005554 molecular_function unknown
at_At3g30660 - GO0005554 molecular_function unknown
at_At3g32170 - no entry null
at_At3g32990 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At3g42200 - GO0005554 molecular_function unknown
at_At3g42330 - GO0005554 molecular_function unknown
at_At3g43440 - GO0005554 molecular_function unknown
at_At3g45110 - GO0005554 molecular_function unknown
at_At3g45730 - GO0005554 molecular_function unknown
at_At3g48130 - no entry null
at_At3g49580 - GO0005554 molecular_function unknown
at_At3g52070 - GO0005554 molecular_function unknown
at_At3g52410 - GO0005554 molecular_function unknown
at_At3g52520 - GO0005554 molecular_function unknown
at_At3g52620 - GO0005554 molecular_function unknown
at_At3g52770 - GO0005554 molecular_function unknown
at_At3g52920 - GO0005554 molecular_function unknown
at_At3g53250 - no entry null
at_At3g54380 - GO0005554 molecular_function unknown
at_At3g54410 - GO0005554 molecular_function unknown
at_At3g57930 - GO0005554 molecular_function unknown
at_At3g58450 - GO0005554 molecular_function unknown
at_At3g60540 - GO0008565 protein transporter activity
at_At3g60890 - GO0005554 molecular_function unknown
at_At1g15250 - GO0003735 structural constituent of ribosome
at_At1g15350 - GO0005554 molecular_function unknown
at_At1g15790 - GO0005554 molecular_function unknown
at_At1g16850 - GO0005554 molecular_function unknown
at_At3g61110 - GO0003735 structural constituent of ribosome
at_At3g61980 - no entry null
at_At3g63210 - GO0005554 molecular_function unknown
at_At4g01230 - GO0005554 molecular_function unknown
at_At4g03680 - GO0005554 molecular_function unknown
at_At4g03710 - no entry null
at_At4g04840 - GO0005554 molecular_function unknown
at_At4g07940 - GO0005554 molecular_function unknown
at_At4g08370 - GO0005554 molecular_function unknown
at_At4g09030 - GO0005554 molecular_function unknown
at_At4g09600 - GO0005554 molecular_function unknown
at_At4g09890 - GO0005554 molecular_function unknown
at_At4g10700 - GO0005554 molecular_function unknown
at_At4g10900 - no entry null
at_At4g12160 - no entry null
at_At4g12550 - GO0008289 lipid binding
at_At4g13560 - GO0005554 molecular_function unknown
at_At4g14450 - GO0005554 molecular_function unknown
at_At4g15650 - GO0005554 molecular_function unknown
at_At4g16140 - GO0005554 molecular_function unknown
at_At4g18580 - GO0005554 molecular_function unknown
at_At4g19700 - GO0005554 molecular_function unknown
at_At4g20690 - GO0005554 molecular_function unknown
at_At4g21340 - GO0005554 molecular_function unknown
at_At4g21830 - GO0005554 molecular_function unknown
at_At4g21840 - GO0005554 molecular_function unknown
at_At4g22420 - GO0005554 molecular_function unknown
at_At4g22440 - GO0005554 molecular_function unknown
at_At4g24210 - GO0005554 molecular_function unknown
at_At4g24410 - GO0005554 molecular_function unknown
at_At4g24700 - GO0005554 molecular_function unknown
at_At4g24880 - GO0005554 molecular_function unknown
at_At4g26130 - GO0005554 molecular_function unknown
at_At1g17730 - GO0005554 molecular_function unknown
at_At1g20280 - GO0005554 molecular_function unknown
at_At4g28840 - GO0005554 molecular_function unknown
at_At4g29280 - GO0005554 molecular_function unknown
at_At4g30450 - GO0005554 molecular_function unknown
at_At4g30650 - GO0005554 molecular_function unknown
at_At4g30740 - GO0005554 molecular_function unknown
at_At4g31090 - GO0005554 molecular_function unknown
at_At4g31830 - GO0005554 molecular_function unknown
at_At4g31960 - GO0005554 molecular_function unknown
at_At4g33960 - GO0005554 molecular_function unknown
at_At4g37620 - GO0005554 molecular_function unknown
at_At4g38080 - GO0005554 molecular_function unknown
at_At4g38560 - GO0005554 molecular_function unknown
at_At4g38860 - no entry null
at_At4g39200 - GO0003735 structural constituent of ribosome
at_At4g39930 - GO0005554 molecular_function unknown
at_At4g40090 - GO0005554 molecular_function unknown
at_At5g02230 - GO0016787 hydrolase activity
at_At5g02690 - GO0005554 molecular_function unknown
at_At5g03120 - GO0005554 molecular_function unknown
at_At5g03130 - GO0005554 molecular_function unknown
at_At5g04650 - GO0005554 molecular_function unknown
at_At5g06010 - GO0005554 molecular_function unknown
at_At5g06190 - GO0005554 molecular_function unknown
at_At5g07590 - GO0005554 molecular_function unknown
at_At5g09940 - GO0005554 molecular_function unknown
at_At5g11070 - GO0005554 molecular_function unknown
at_At5g11890 - GO0005554 molecular_function unknown
at_At5g12990 - GO0005102 receptor binding
GO0005515 protein binding
at_At5g13970 - GO0005554 molecular_function unknown
at_At5g14290 - GO0005554 molecular_function unknown
at_At5g15460 - GO0005554 molecular_function unknown
at_At5g18150 - GO0005554 molecular_function unknown
at_At1g24060 - GO0005554 molecular_function unknown
at_At5g20900 - GO0005554 molecular_function unknown
at_At5g22040 - GO0005554 molecular_function unknown
at_At5g23680 - GO0005554 molecular_function unknown
at_At5g25240 - GO0005554 molecular_function unknown
at_At5g25640 - GO0005554 molecular_function unknown
at_At5g25870 - GO0005554 molecular_function unknown
at_At5g27020 - GO0005554 molecular_function unknown
at_At5g35800 - no entry null
at_At5g35920 - GO0015034 cytochrome P450 activity
at_At5g38060 - GO0005554 molecular_function unknown
at_At5g42060 - GO0005554 molecular_function unknown
at_At5g42210 - GO0005554 molecular_function unknown
at_At5g45100 - GO0005554 molecular_function unknown
at_At5g48710 - GO0005554 molecular_function unknown
at_At5g50590 - GO0016491 oxidoreductase activity
at_At5g52200 - GO0005554 molecular_function unknown
at_At5g52760 - GO0046872 metal ion binding
at_At5g54970 - GO0005554 molecular_function unknown
at_At5g56540 - GO0005554 molecular_function unknown
at_At1g27350 - GO0005554 molecular_function unknown
at_At1g28330 - GO0005554 molecular_function unknown
at_At5g57570 - GO0005554 molecular_function unknown
at_At5g57730 - GO0005554 molecular_function unknown
at_At5g58210 - GO0005554 molecular_function unknown
at_At5g59360 - GO0005554 molecular_function unknown
at_At5g60670 - GO0003735 structural constituent of ribosome
at_At5g60680 - GO0005554 molecular_function unknown
at_At5g63210 - no entry null
at_At5g64180 - GO0005554 molecular_function unknown
at_At5g64630 - GO0000166 nucleotide binding
GO0005515 protein binding
at_At5g65390 - GO0005554 molecular_function unknown
at_At5g65660 - GO0005554 molecular_function unknown
at_At1g29060 - GO0005554 molecular_function unknown
------------------
Rule 1434
ss(_1,_3,a,_2),c_len(_2,9.0-11.0),a_len(_3,30.0-1200.0) = 0
ss(_1,_3,c,_2),beta_dist(_1,0.0-5.15),coil_dist(_1,60.98-101.0),c_len(_3,30.0-1200.0) = 1
ss(_1,_3,c,_2),alpha_dist(_1,33.33-45.54),c_len(_3,3.0-6.0),b_len(_2,1.0-3.0) = 0
ss(_1,_3,c,_2),c_len(_3,1.0-3.0),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),c_len(_4,30.0-1200.0) = 0
ss(_1,_3,c,_2),b_len(_2,6.0-9.0),ss(_1,_5,b,_4),notequal(_5,_2),notequal(_5,_3),notequal(_4,_2),notequal(_4,_3),a_len(_4,3.0-6.0) = 0
ss(_1,_3,b,_2),alpha_dist(_1,23.6-33.33),b_len(_3,3.0-6.0),a_len(_2,1.0-3.0) = 0
ss(_1,_3,b,_2),c_len(_2,9.0-11.0),ss(_1,_2,c,_4),notequal(_4,_2),notequal(_4,_3),b_len(_4,6.0-9.0) = 0
ss(_1,_3,b,_2),ss(_1,_2,a,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_6,a,_5),notequal(_6,_2),notequal(_6,_4),notequal(_6,_3),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),b_len(_5,3.0-6.0) = 0
ss(_1,_3,a,_2),ss(_1,_2,b,_4),notequal(_4,_3),notequal(_4,_2),ss(_1,_4,a,_5),notequal(_5,_2),notequal(_5,_4),notequal(_5,_3),ss(_1,_5,b,_6),notequal(_6,_4),notequal(_6,_5),notequal(_6,_2),notequal(_6,_3) = 0
-> class GO0003677 "DNA binding"
Evaluation on training data (3815 items):
at_At1g01520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g02340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g03040 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g21700 GO0003677 DNA binding
at_At5g43420 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43540 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g44190 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At5g44260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At5g44800 GO0003677 DNA binding
GO0003682 chromatin binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g47210 - GO0003723 RNA binding
at_At5g47370 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At5g48250 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g48560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g49620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g51190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g51910 GO0003700 transcription factor activity
at_At5g52260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g52600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g54230 GO0003700 transcription factor activity
at_At5g54650 - GO0003779 actin binding
at_At5g54680 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g55020 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g56340 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g56860 GO0003700 transcription factor activity
at_At5g57520 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g58620 GO0003700 transcription factor activity
at_At5g58850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59340 GO0003700 transcription factor activity
at_At5g60200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61420 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65410 GO0003700 transcription factor activity
at_At1g24590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25440 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g26780 GO0003700 transcription factor activity
at_At5g66320 GO0003700 transcription factor activity
at_At5g67000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g26960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g30670 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g31050 GO0003700 transcription factor activity
at_At1g32240 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g34670 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g48620 GO0003677 DNA binding
at_At1g49210 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51070 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g53230 GO0003700 transcription factor activity
at_At1g03800 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At1g05290 GO0003700 transcription factor activity
at_At1g64380 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g64620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g66390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g67590 GO0003677 DNA binding
at_At1g68320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69010 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72670 - GO0005516 calmodulin binding
at_At1g73410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g73730 GO0003700 transcription factor activity
at_At1g74650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74930 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g75240 GO0003700 transcription factor activity
at_At1g76380 GO0003677 DNA binding
at_At1g79430 GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At1g06180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g06230 GO0003677 DNA binding
at_At2g01060 GO0003700 transcription factor activity
at_At2g02820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g03500 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g15760 - GO0005516 calmodulin binding
at_At2g16720 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g17950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g18050 GO0003677 DNA binding
at_At2g18350 GO0003700 transcription factor activity
at_At2g18380 GO0003700 transcription factor activity
at_At2g20350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g20570 GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At2g21230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g24260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g25230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g26950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g26960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g27220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g27940 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g28340 GO0003700 transcription factor activity
at_At2g28380 - GO0003725 double-stranded RNA binding
at_At2g28610 GO0003700 transcription factor activity
at_At1g08000 GO0003700 transcription factor activity
at_At1g09530 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At1g09540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g10120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g30620 GO0003677 DNA binding
at_At2g34420 - GO0016168 chlorophyll binding
at_At2g34430 - GO0016168 chlorophyll binding
at_At2g34720 GO0003700 transcription factor activity
at_At2g34990 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g35940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g36890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g36960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g38800 - GO0005516 calmodulin binding
at_At2g39880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g42280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g43010 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At2g43800 - GO0003779 actin binding
at_At2g44730 GO0003700 transcription factor activity
at_At2g45680 GO0003700 transcription factor activity
at_At2g46270 GO0003700 transcription factor activity
at_At2g46590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g46970 GO0003700 transcription factor activity
at_At2g47620 GO0003677 DNA binding
at_At3g07340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g09710 - GO0005516 calmodulin binding
at_At3g11260 GO0003700 transcription factor activity
at_At3g11280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g11440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g12720 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g12820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g13040 GO0003700 transcription factor activity
at_At3g14020 GO0003700 transcription factor activity
at_At3g15030 GO0003700 transcription factor activity
at_At3g15790 GO0003677 DNA binding
at_At3g16160 GO0003700 transcription factor activity
at_At3g16857 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At3g18550 GO0003700 transcription factor activity
at_At3g19290 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g20770 GO0003700 transcription factor activity
at_At3g20910 GO0003700 transcription factor activity
at_At3g22830 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At3g23130 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g23140 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g23250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g25790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g26400 - GO0003743 translation initiation factor activity
at_At3g27920 GO0003700 transcription factor activity
GO0005515 protein binding
GO0016563 transcriptional activator activity
at_At3g28470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g28910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g29020 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g14350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g46070 GO0003700 transcription factor activity
at_At3g46080 GO0003700 transcription factor activity
at_At3g46130 GO0003700 transcription factor activity
at_At3g49260 - GO0005516 calmodulin binding
at_At3g49380 - GO0005516 calmodulin binding
at_At3g49690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g49930 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g50060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g50410 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At3g50870 GO0003700 transcription factor activity
at_At3g52290 - GO0005516 calmodulin binding
at_At3g53200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g55370 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g57920 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g58720 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g59060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g59690 - GO0005516 calmodulin binding
at_At3g60110 GO0003677 DNA binding
at_At3g60390 GO0003700 transcription factor activity
at_At3g60460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g60530 GO0003700 transcription factor activity
at_At3g61890 GO0003700 transcription factor activity
at_At3g62610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00940 GO0003677 DNA binding
at_At4g01120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g01280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g03510 - GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g15820 - GO0016168 chlorophyll binding
at_At1g16490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g16610 - GO0003723 RNA binding
GO0005515 protein binding
at_At4g05170 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g09460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g10040 - GO0009055 electron carrier activity
at_At4g10340 - GO0016168 chlorophyll binding
at_At4g13480 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g15200 - GO0003779 actin binding
at_At4g18390 GO0003700 transcription factor activity
at_At4g18770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g21050 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g25880 - GO0003723 RNA binding
at_At4g26930 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g28110 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g17790 GO0003677 DNA binding
at_At1g17950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18400 GO0003700 transcription factor activity
at_At1g18570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g29000 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At4g34530 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34990 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g35550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36240 GO0003700 transcription factor activity
at_At4g36620 GO0003700 transcription factor activity
at_At4g36730 GO0003700 transcription factor activity
at_At4g36740 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37790 GO0003700 transcription factor activity
at_At4g38000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g39680 GO0003677 DNA binding
GO0005554 molecular_function unknown
at_At5g02840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g03720 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g03960 - GO0005516 calmodulin binding
at_At5g04560 - GO0019104 DNA N-glycosylase activity
at_At5g04760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g05280 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06100 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06510 GO0003700 transcription factor activity
at_At5g06800 GO0003700 transcription factor activity
at_At5g07040 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g07690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g10120 GO0003700 transcription factor activity
at_At5g10280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g11510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g12840 GO0003700 transcription factor activity
at_At5g12870 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g19310 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g19870 - GO0005516 calmodulin binding
at_At1g20670 GO0003677 DNA binding
at_At1g20700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g20710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g13460 - GO0005516 calmodulin binding
at_At5g14270 GO0003677 DNA binding
at_At5g14340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g14750 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
GO0030528 transcription regulator activity
at_At5g15150 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15790 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g16560 GO0003700 transcription factor activity
at_At5g16600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g16770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g16820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g17800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g18240 GO0003700 transcription factor activity
at_At5g21120 GO0003700 transcription factor activity
at_At5g23000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g23080 - GO0003723 RNA binding
at_At5g29000 GO0003700 transcription factor activity
at_At5g37260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g39760 GO0003700 transcription factor activity
at_At5g40330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g40350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g40430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41410 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 212/249 (85.14%)
Training Frequency class 'GO0003677': 855/3815 (22.41%)
Evaluation on validation data (1925 items):
at_At1g56160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g56650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68670 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69580 GO0003700 transcription factor activity
at_At1g71030 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71800 - GO0003723 RNA binding
at_At1g73830 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74080 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g76410 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g77980 GO0003700 transcription factor activity
at_At2g17770 GO0003700 transcription factor activity
at_At2g18550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g18670 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20400 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g23290 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g25900 GO0003700 transcription factor activity
at_At2g26410 - GO0005516 calmodulin binding
at_At2g26580 GO0003700 transcription factor activity
at_At2g28510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g07350 - GO0003723 RNA binding
at_At1g10480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g29190 - GO0003723 RNA binding
at_At2g32460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g34820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40140 GO0003700 transcription factor activity
at_At2g41900 GO0003700 transcription factor activity
at_At2g42150 GO0003677 DNA binding
at_At2g42360 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g45050 GO0003700 transcription factor activity
at_At2g47190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g07170 - GO0016757 transferase activity\, transferring glycosyl groups
at_At3g07650 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g10580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g10590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g12680 - GO0003723 RNA binding
at_At3g13890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g16350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g19500 GO0003700 transcription factor activity
at_At3g19580 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g21270 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g21880 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g27260 GO0003677 DNA binding
at_At3g44460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g13300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g14640 - GO0003723 RNA binding
at_At3g48920 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g55980 GO0003700 transcription factor activity
at_At3g57980 GO0003677 DNA binding
at_At3g61250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61850 GO0003700 transcription factor activity
at_At4g04580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g08390 - GO0016688 L-ascorbate peroxidase activity
at_At4g13040 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g18880 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At4g21030 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g21040 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g21440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g17970 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g28610 GO0003700 transcription factor activity
at_At4g29100 GO0003700 transcription factor activity
at_At4g29190 GO0003700 transcription factor activity
at_At4g30370 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g31450 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g33450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34680 GO0003700 transcription factor activity
at_At4g36540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g39160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g01200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g03040 - GO0005516 calmodulin binding
at_At5g03510 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g04170 - GO0005509 calcium ion binding
at_At5g04840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g05090 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g07210 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At5g07700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g09750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g11050 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g12850 GO0003700 transcription factor activity
at_At5g23650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g25790 GO0003700 transcription factor activity
at_At5g25830 GO0003700 transcription factor activity
at_At5g26930 GO0003700 transcription factor activity
at_At5g35550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g37800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g39700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g40120 GO0003677 DNA binding
at_At5g40710 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At1g20760 - GO0005509 calcium ion binding
at_At1g21340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g22640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g43170 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g45580 GO0003700 transcription factor activity
at_At5g47660 GO0003700 transcription factor activity
at_At5g47670 GO0003700 transcription factor activity
at_At5g52660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g56110 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g58900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62070 - GO0005516 calmodulin binding
at_At5g65100 GO0003700 transcription factor activity
at_At5g67010 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67120 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g67450 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g67470 - GO0003779 actin binding
at_At1g25340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g26260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g27730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g27740 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g28310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g35330 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49130 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g49230 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49720 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g53860 GO0003677 DNA binding
Validation Accuracy: 94/117 (80.34%)
Validation Frequency class 'GO0003677': 424/1925 (22.03%)
Evaluation on propertest data (2943 items):
at_At1g03790 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g32150 GO0003700 transcription factor activity
at_At1g35460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g48000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g49850 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53010 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53190 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g54160 GO0003700 transcription factor activity
at_At1g60650 - GO0003723 RNA binding
at_At1g63910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g66230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g66370 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68200 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g68480 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At1g68920 GO0003700 transcription factor activity
at_At1g72220 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g73680 - GO0016702 oxidoreductase activity\, acting on single donors with incorporation of molecular oxygen\, incorporation of two atoms of oxygen
at_At1g73760 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74660 GO0003700 transcription factor activity
at_At1g74990 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g78080 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g79180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g80730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g05070 - GO0016168 chlorophyll binding
at_At2g05100 - GO0016168 chlorophyll binding
at_At2g06020 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g13570 GO0003700 transcription factor activity
at_At2g16400 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g19810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At2g20030 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g23240 - GO0008270 zinc ion binding
at_At2g25180 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At2g25920 - GO0005554 molecular_function unknown
GO0008022 protein C-terminus binding
at_At2g26180 - GO0005516 calmodulin binding
at_At2g27050 GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At2g27100 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g27990 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g29140 - GO0003723 RNA binding
at_At2g29200 - GO0003723 RNA binding
at_At1g07640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g08010 GO0003700 transcription factor activity
at_At1g08810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g08910 - GO0008270 zinc ion binding
at_At2g31070 GO0003700 transcription factor activity
at_At2g31180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g35530 GO0003700 transcription factor activity
at_At2g36270 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At2g37150 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g38300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40100 - GO0016168 chlorophyll binding
at_At2g40260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g41070 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g42410 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g42660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g43140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g43610 - GO0004568 chitinase activity
at_At2g43620 - GO0004568 chitinase activity
at_At2g44430 GO0003677 DNA binding
at_At2g44910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g47460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g47560 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g06740 GO0003700 transcription factor activity
at_At3g08500 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09370 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g09600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g10000 GO0003700 transcription factor activity
at_At3g10300 - GO0005509 calcium ion binding
at_At3g10760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g12910 GO0003700 transcription factor activity
at_At3g13540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g15070 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16490 - GO0005516 calmodulin binding
at_At3g16720 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16870 GO0003700 transcription factor activity
at_At3g19510 GO0003700 transcription factor activity
at_At3g19860 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g13020 - GO0003743 translation initiation factor activity
at_At1g13400 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At3g21330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23280 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g24050 GO0003700 transcription factor activity
at_At3g24120 GO0003700 transcription factor activity
at_At3g24310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g27810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g30210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g30440 - GO0008234 cysteine-type peptidase activity
at_At3g45170 GO0003700 transcription factor activity
at_At3g45610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g46640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g47500 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g47600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g50890 GO0003700 transcription factor activity
at_At3g51080 GO0003700 transcription factor activity
at_At3g52440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g53600 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g54810 GO0003700 transcription factor activity
at_At3g55730 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g57800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g60240 - GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g14380 - GO0005516 calmodulin binding
at_At1g14440 GO0003700 transcription factor activity
at_At1g14900 GO0003677 DNA binding
at_At3g62090 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At4g00120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00540 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At4g01680 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g02590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g09120 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g12350 GO0003700 transcription factor activity
at_At4g16780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g16830 - GO0003723 RNA binding
at_At4g17460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g17520 - GO0003723 RNA binding
at_At4g17920 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g22250 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g24470 GO0003700 transcription factor activity
at_At4g24660 GO0003700 transcription factor activity
at_At4g25560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g26400 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g17480 - GO0005516 calmodulin binding
at_At1g18330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18840 - GO0005516 calmodulin binding
at_At1g19700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g28790 GO0003700 transcription factor activity
at_At4g31200 - GO0003723 RNA binding
at_At4g31920 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At4g32730 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g32890 GO0003700 transcription factor activity
at_At4g34410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g38620 GO0003700 transcription factor activity
at_At4g38900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g02320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g04340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g05790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06650 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g07240 - GO0005516 calmodulin binding
at_At5g07500 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0042156 zinc-mediated transcriptional activator activity
at_At5g08520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g22840 - GO0009055 electron carrier activity
at_At5g20910 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g22000 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g25160 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g35670 - GO0005516 calmodulin binding
at_At5g40360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41430 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g43270 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g44080 GO0003700 transcription factor activity
at_At5g46550 GO0003677 DNA binding
at_At5g47390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g49300 GO0003700 transcription factor activity
at_At5g49330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g57620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g58010 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60890 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016301 kinase activity
GO0016563 transcriptional activator activity
at_At5g62320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g63330 GO0003677 DNA binding
at_At5g64750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65630 GO0003677 DNA binding
at_At5g65790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g30210 GO0003700 transcription factor activity
at_At1g30970 GO0003700 transcription factor activity
Propertest Accuracy: 126/174 (72.41%)
Propertest Frequency class 'GO0003677': 608/2943 (20.66%)
New (unknown) data (1925 items):
at_At1g01160 - GO0005554 molecular_function unknown
at_At1g02750 - no entry null
at_At1g02900 - GO0005554 molecular_function unknown
at_At1g21510 - GO0005554 molecular_function unknown
at_At1g21520 - GO0005554 molecular_function unknown
at_At1g22120 - GO0005554 molecular_function unknown
at_At1g22690 - GO0005554 molecular_function unknown
at_At5g44540 - GO0005554 molecular_function unknown
at_At5g45850 - GO0005554 molecular_function unknown
at_At5g46780 - GO0005554 molecular_function unknown
at_At5g48680 - GO0005554 molecular_function unknown
at_At5g49080 - GO0005554 molecular_function unknown
at_At5g49280 - GO0005554 molecular_function unknown
at_At5g49640 - GO0005554 molecular_function unknown
at_At5g51700 - GO0005554 molecular_function unknown
at_At5g51850 - GO0005554 molecular_function unknown
at_At5g52230 - GO0005554 molecular_function unknown
at_At5g53660 - GO0005554 molecular_function unknown
at_At5g53830 - GO0005554 molecular_function unknown
at_At5g53930 - GO0005554 molecular_function unknown
at_At5g57000 - GO0005554 molecular_function unknown
at_At5g58040 - GO0005554 molecular_function unknown
at_At5g59170 - GO0005554 molecular_function unknown
at_At5g61090 - GO0005554 molecular_function unknown
at_At5g61300 - GO0005554 molecular_function unknown
at_At5g61610 - no entry null
at_At5g61910 - GO0005554 molecular_function unknown
at_At5g62110 - GO0005554 molecular_function unknown
at_At5g62640 - GO0005554 molecular_function unknown
at_At5g62780 - GO0003754 chaperone activity
at_At5g63260 - GO0003676 nucleic acid binding
at_At5g63320 - GO0005554 molecular_function unknown
at_At5g64170 - GO0005554 molecular_function unknown
at_At5g64980 - GO0005554 molecular_function unknown
at_At1g24630 - no entry null
at_At1g26250 - GO0005554 molecular_function unknown
at_At5g67420 - GO0005554 molecular_function unknown
at_At1g27640 - GO0005554 molecular_function unknown
at_At1g27720 - no entry null
at_At1g28280 - GO0005554 molecular_function unknown
at_At1g28540 - GO0005554 molecular_function unknown
at_At1g28630 - GO0005554 molecular_function unknown
at_At1g29010 - GO0005554 molecular_function unknown
at_At1g29600 - GO0003676 nucleic acid binding
at_At1g29640 - GO0005554 molecular_function unknown
at_At1g31250 - GO0005554 molecular_function unknown
at_At1g31750 - GO0005554 molecular_function unknown
at_At1g32000 - GO0005554 molecular_function unknown
at_At1g34220 - GO0005554 molecular_function unknown
at_At1g35300 - no entry null
at_At1g36150 - GO0008289 lipid binding
at_At1g36440 - GO0005554 molecular_function unknown
at_At1g43750 - GO0005554 molecular_function unknown
at_At1g47970 - GO0005554 molecular_function unknown
at_At1g49590 - GO0005554 molecular_function unknown
at_At1g49680 - GO0005554 molecular_function unknown
at_At1g50770 - GO0005554 molecular_function unknown
at_At1g50790 - GO0005554 molecular_function unknown
at_At1g52200 - GO0005554 molecular_function unknown
at_At1g53260 - GO0005554 molecular_function unknown
at_At1g54460 - GO0005554 molecular_function unknown
at_At1g54800 - no entry null
at_At1g55040 - GO0005488 binding
at_At1g03350 - GO0005554 molecular_function unknown
at_At1g04000 - GO0005554 molecular_function unknown
at_At1g04330 - GO0005554 molecular_function unknown
at_At1g55260 - GO0008289 lipid binding
at_At1g55950 - GO0005554 molecular_function unknown
at_At1g56060 - GO0005554 molecular_function unknown
at_At1g56530 - GO0005554 molecular_function unknown
at_At1g58320 - GO0005554 molecular_function unknown
at_At1g60210 - no entry null
at_At1g62970 - GO0003754 chaperone activity
at_At1g63540 - GO0005554 molecular_function unknown
at_At1g64370 - GO0005554 molecular_function unknown
at_At1g65620 - GO0005554 molecular_function unknown
at_At1g65660 - GO0003676 nucleic acid binding
at_At1g67170 - GO0005554 molecular_function unknown
at_At1g68610 - GO0005554 molecular_function unknown
at_At1g69510 - GO0005554 molecular_function unknown
at_At1g70950 - GO0005554 molecular_function unknown
at_At1g71000 - GO0003754 chaperone activity
at_At1g72690 - GO0005554 molecular_function unknown
at_At1g73350 - GO0005554 molecular_function unknown
at_At1g73840 - GO0005554 molecular_function unknown
at_At1g74160 - GO0005554 molecular_function unknown
at_At1g75560 - GO0003676 nucleic acid binding
at_At1g76230 - GO0005554 molecular_function unknown
at_At1g78230 - GO0005515 protein binding
at_At1g78310 - GO0005554 molecular_function unknown
at_At1g79960 - GO0005554 molecular_function unknown
at_At1g05490 - GO0005554 molecular_function unknown
at_At1g07050 - GO0005554 molecular_function unknown
at_At2g06260 - no entry null
at_At2g07430 - no entry null
at_At2g10960 - no entry null
at_At2g14880 - GO0005554 molecular_function unknown
at_At2g20080 - GO0005554 molecular_function unknown
at_At2g20480 - GO0005554 molecular_function unknown
at_At2g20760 - GO0005554 molecular_function unknown
at_At2g21490 - no entry null
at_At2g22470 - GO0005554 molecular_function unknown
at_At2g22510 - GO0005554 molecular_function unknown
at_At2g22840 - GO0005554 molecular_function unknown
at_At2g23110 - GO0005554 molecular_function unknown
at_At2g24070 - GO0005554 molecular_function unknown
at_At2g26460 - GO0005554 molecular_function unknown
at_At2g26920 - GO0005554 molecular_function unknown
at_At2g27130 - GO0008289 lipid binding
at_At2g28400 - GO0005554 molecular_function unknown
at_At2g28440 - GO0005554 molecular_function unknown
at_At1g08690 - no entry null
at_At1g08760 - GO0005554 molecular_function unknown
at_At1g09670 - no entry null
at_At2g32310 - GO0005554 molecular_function unknown
at_At2g32590 - GO0005554 molecular_function unknown
at_At2g32930 - GO0003676 nucleic acid binding
at_At2g33780 - GO0005554 molecular_function unknown
at_At2g34340 - GO0005554 molecular_function unknown
at_At2g35880 - GO0005554 molecular_function unknown
at_At2g35910 - GO0005554 molecular_function unknown
at_At2g36020 - GO0005554 molecular_function unknown
at_At2g40070 - GO0005554 molecular_function unknown
at_At2g40650 - GO0005488 binding
at_At2g41010 - GO0005554 molecular_function unknown
at_At2g42840 - GO0005554 molecular_function unknown
at_At2g43170 - no entry null
at_At2g44290 - GO0008289 lipid binding
at_At2g44440 - GO0005554 molecular_function unknown
at_At2g44720 - no entry null
at_At2g45000 - GO0005554 molecular_function unknown
at_At2g46420 - GO0005554 molecular_function unknown
at_At3g07200 - GO0005554 molecular_function unknown
at_At3g07790 - GO0005554 molecular_function unknown
at_At3g10820 - GO0005554 molecular_function unknown
at_At1g11480 - GO0005554 molecular_function unknown
at_At3g12440 - GO0005554 molecular_function unknown
at_At3g13960 - GO0005554 molecular_function unknown
at_At3g13990 - GO0005554 molecular_function unknown
at_At3g14200 - GO0003754 chaperone activity
at_At3g15100 - no entry null
at_At3g15680 - GO0005488 binding
at_At3g17890 - GO0005554 molecular_function unknown
at_At3g18450 - GO0005554 molecular_function unknown
at_At3g18460 - GO0005554 molecular_function unknown
at_At3g19840 - GO0005554 molecular_function unknown
at_At3g20850 - GO0005554 molecular_function unknown
at_At3g21740 - GO0005554 molecular_function unknown
at_At3g22240 - GO0005554 molecular_function unknown
at_At3g28550 - GO0005554 molecular_function unknown
at_At3g29600 - GO0005554 molecular_function unknown
at_At3g30670 - GO0005554 molecular_function unknown
at_At3g30830 - no entry null
at_At3g31360 - GO0005554 molecular_function unknown
at_At3g32010 - GO0005554 molecular_function unknown
at_At3g32940 - GO0005554 molecular_function unknown
at_At3g42190 - GO0005554 molecular_function unknown
at_At3g42530 - GO0005554 molecular_function unknown
at_At3g43020 - no entry null
at_At3g43850 - GO0005554 molecular_function unknown
at_At1g13940 - GO0005554 molecular_function unknown
at_At3g46750 - GO0005554 molecular_function unknown
at_At3g48440 - GO0003676 nucleic acid binding
at_At3g49270 - GO0005554 molecular_function unknown
at_At3g52740 - GO0005554 molecular_function unknown
at_At3g53710 - no entry null
at_At3g54500 - GO0005554 molecular_function unknown
at_At3g54580 - GO0005554 molecular_function unknown
at_At3g60230 - GO0005554 molecular_function unknown
at_At3g61380 - GO0005554 molecular_function unknown
at_At3g62190 - GO0003754 chaperone activity
at_At3g62630 - GO0005554 molecular_function unknown
at_At3g66652 - GO0005554 molecular_function unknown
at_At4g00070 - GO0005554 molecular_function unknown
at_At4g00220 - GO0005554 molecular_function unknown
at_At4g00250 - GO0005554 molecular_function unknown
at_At4g00440 - GO0005554 molecular_function unknown
at_At4g00890 - GO0005554 molecular_function unknown
at_At4g01300 - no entry null
at_At4g02170 - GO0005554 molecular_function unknown
at_At4g03120 - GO0005554 molecular_function unknown
at_At4g03770 - no entry null
at_At4g03790 - GO0005554 molecular_function unknown
at_At4g04900 - no entry null
at_At4g09390 - GO0005554 molecular_function unknown
at_At4g09830 - GO0005554 molecular_function unknown
at_At4g11250 - no entry null
at_At4g11430 - GO0005554 molecular_function unknown
at_At4g12340 - GO0005554 molecular_function unknown
at_At4g12480 - GO0008289 lipid binding
at_At4g13390 - GO0005554 molecular_function unknown
at_At4g15160 - GO0008289 lipid binding
at_At4g18600 - GO0005554 molecular_function unknown
at_At4g19320 - GO0005554 molecular_function unknown
at_At4g19580 - GO0003754 chaperone activity
at_At4g22470 - GO0008289 lipid binding
at_At4g22860 - GO0005554 molecular_function unknown
at_At4g23480 - no entry null
at_At4g23910 - GO0005554 molecular_function unknown
at_At4g25380 - GO0005554 molecular_function unknown
at_At4g27430 - GO0016563 transcriptional activator activity
at_At4g28160 - GO0005554 molecular_function unknown
at_At4g28180 - GO0005554 molecular_function unknown
at_At4g28300 - GO0005554 molecular_function unknown
at_At4g28690 - GO0005554 molecular_function unknown
at_At1g17380 - GO0005554 molecular_function unknown
at_At1g18950 - no entry null
at_At4g28820 - GO0005554 molecular_function unknown
at_At4g29440 - GO0005554 molecular_function unknown
at_At4g30070 - GO0005554 molecular_function unknown
at_At4g31880 - GO0005554 molecular_function unknown
at_At4g32630 - GO0005554 molecular_function unknown
at_At4g35890 - GO0005554 molecular_function unknown
at_At4g35940 - GO0005554 molecular_function unknown
at_At4g38410 - no entry null
at_At4g39320 - GO0005554 molecular_function unknown
at_At5g01910 - GO0005554 molecular_function unknown
at_At5g03230 - GO0005554 molecular_function unknown
at_At5g04090 - GO0005554 molecular_function unknown
at_At5g05140 - GO0005554 molecular_function unknown
at_At5g05190 - GO0005554 molecular_function unknown
at_At5g05330 - GO0005554 molecular_function unknown
at_At5g06640 - GO0005554 molecular_function unknown
at_At5g07490 - GO0005554 molecular_function unknown
at_At5g07820 - GO0005554 molecular_function unknown
at_At5g08200 - GO0005554 molecular_function unknown
at_At5g08770 - GO0005554 molecular_function unknown
at_At5g09540 - GO0003754 chaperone activity
at_At5g11710 - GO0005488 binding
at_At5g14370 - GO0005554 molecular_function unknown
at_At5g14540 - GO0005554 molecular_function unknown
at_At5g15510 - GO0005554 molecular_function unknown
at_At5g15570 - GO0005554 molecular_function unknown
at_At5g15600 - GO0005554 molecular_function unknown
at_At5g16200 - GO0005554 molecular_function unknown
at_At5g16650 - GO0003754 chaperone activity
at_At5g17160 - GO0005554 molecular_function unknown
at_At5g21160 - GO0005554 molecular_function unknown
at_At5g21940 - GO0005554 molecular_function unknown
at_At5g23180 - GO0005554 molecular_function unknown
at_At5g26070 - GO0005554 molecular_function unknown
at_At5g26660 - GO0016564 transcriptional repressor activity
at_At5g29040 - no entry null
at_At5g30460 - no entry null
at_At5g33210 - GO0005554 molecular_function unknown
at_At5g34800 - no entry null
at_At5g35090 - GO0005554 molecular_function unknown
at_At5g35990 - no entry null
at_At5g36960 - GO0005554 molecular_function unknown
at_At5g37440 - GO0003754 chaperone activity
at_At5g38740 - no entry null
at_At5g39380 - GO0005554 molecular_function unknown
at_At5g39570 - GO0005554 molecular_function unknown
at_At5g40160 - GO0005515 protein binding
at_At5g41520 - GO0003735 structural constituent of ribosome
at_At5g41560 - GO0005554 molecular_function unknown
at_At5g42290 - GO0005554 molecular_function unknown
at_At1g02700 - GO0005554 molecular_function unknown
at_At1g61930 - GO0005554 molecular_function unknown
at_At1g62530 - GO0005554 molecular_function unknown
at_At1g63530 - GO0005554 molecular_function unknown
at_At1g63670 - GO0005554 molecular_function unknown
at_At1g70470 - GO0005554 molecular_function unknown
at_At1g77310 - GO0005554 molecular_function unknown
at_At1g77970 - GO0005554 molecular_function unknown
at_At1g78700 - GO0005554 molecular_function unknown
at_At1g80450 - GO0005554 molecular_function unknown
at_At2g03070 - GO0005554 molecular_function unknown
at_At2g10080 - no entry null
at_At2g11160 - no entry null
at_At2g12890 - no entry null
at_At2g17240 - GO0005554 molecular_function unknown
at_At2g17400 - no entry null
at_At2g19710 - GO0005554 molecular_function unknown
at_At2g20870 - GO0005554 molecular_function unknown
at_At2g20960 - GO0005554 molecular_function unknown
at_At2g27380 - GO0005554 molecular_function unknown
at_At2g27950 - GO0005554 molecular_function unknown
at_At2g28390 - GO0005554 molecular_function unknown
at_At1g07090 - GO0005554 molecular_function unknown
at_At1g07330 - GO0005554 molecular_function unknown
at_At1g08790 - GO0005554 molecular_function unknown
at_At2g31160 - GO0005554 molecular_function unknown
at_At2g32190 - GO0005554 molecular_function unknown
at_At2g33520 - GO0005554 molecular_function unknown
at_At2g35210 - no entry null
at_At2g35230 - GO0005554 molecular_function unknown
at_At2g35470 - GO0005554 molecular_function unknown
at_At2g36320 - GO0005554 molecular_function unknown
at_At2g37110 - GO0005554 molecular_function unknown
at_At2g37300 - GO0005554 molecular_function unknown
at_At2g38410 - GO0008565 protein transporter activity
at_At2g43680 - no entry null
at_At3g07440 - GO0005554 molecular_function unknown
at_At3g08790 - GO0008565 protein transporter activity
at_At3g09310 - GO0005554 molecular_function unknown
at_At3g09670 - GO0005554 molecular_function unknown
at_At3g10070 - GO0005554 molecular_function unknown
at_At3g10250 - GO0005554 molecular_function unknown
at_At3g13370 - GO0005554 molecular_function unknown
at_At3g16760 - GO0005554 molecular_function unknown
at_At3g19650 - GO0005554 molecular_function unknown
at_At3g19670 - GO0005554 molecular_function unknown
at_At3g20640 - GO0005554 molecular_function unknown
at_At3g21400 - GO0005554 molecular_function unknown
at_At3g22120 - GO0008289 lipid binding
at_At3g42360 - no entry null
at_At1g11700 - GO0005554 molecular_function unknown
at_At1g12440 - GO0005554 molecular_function unknown
at_At3g45210 - GO0005554 molecular_function unknown
at_At3g45370 - GO0005554 molecular_function unknown
at_At3g47470 - no entry null
at_At3g49940 - GO0005554 molecular_function unknown
at_At3g50610 - GO0005554 molecular_function unknown
at_At3g51180 - no entry null
at_At3g51810 - GO0005554 molecular_function unknown
at_At3g54590 - GO0005554 molecular_function unknown
at_At3g56720 - GO0005554 molecular_function unknown
at_At3g59290 - GO0005488 binding
at_At3g63230 - GO0005554 molecular_function unknown
at_At4g00820 - no entry null
at_At4g00850 - GO0005554 molecular_function unknown
at_At4g02140 - GO0005554 molecular_function unknown
at_At4g02240 - no entry null
at_At4g03880 - GO0005554 molecular_function unknown
at_At4g04730 - GO0005554 molecular_function unknown
at_At4g05640 - GO0005554 molecular_function unknown
at_At4g07920 - no entry null
at_At4g08380 - GO0005554 molecular_function unknown
at_At4g09350 - GO0003754 chaperone activity
at_At4g12040 - GO0005554 molecular_function unknown
at_At4g12470 - GO0008289 lipid binding
at_At4g12490 - GO0008289 lipid binding
at_At4g12500 - GO0008289 lipid binding
at_At4g13350 - GO0005554 molecular_function unknown
at_At4g14010 - GO0005554 molecular_function unknown
at_At4g14860 - GO0005554 molecular_function unknown
at_At4g19570 - GO0003754 chaperone activity
at_At4g19590 - GO0003754 chaperone activity
at_At4g20280 - GO0016986 transcription initiation factor activity
at_At4g22820 - GO0005554 molecular_function unknown
at_At4g26750 - GO0005554 molecular_function unknown
at_At4g26950 - GO0005554 molecular_function unknown
at_At1g15660 - GO0005554 molecular_function unknown
at_At1g19610 - no entry null
at_At1g20440 - GO0005554 molecular_function unknown
at_At4g28990 - GO0005554 molecular_function unknown
at_At4g30710 - GO0005554 molecular_function unknown
at_At4g37710 - GO0005554 molecular_function unknown
at_At4g37740 - GO0005554 molecular_function unknown
at_At5g01280 - GO0005554 molecular_function unknown
at_At5g05490 - GO0005554 molecular_function unknown
at_At5g06930 - GO0005554 molecular_function unknown
at_At5g07570 - GO0005554 molecular_function unknown
at_At5g09520 - GO0005554 molecular_function unknown
at_At5g09530 - GO0005554 molecular_function unknown
at_At5g09960 - GO0005554 molecular_function unknown
at_At5g15430 - GO0005554 molecular_function unknown
at_At5g15580 - GO0005554 molecular_function unknown
at_At5g16540 - GO0003676 nucleic acid binding
at_At5g26080 - GO0005554 molecular_function unknown
at_At5g28640 - GO0005554 molecular_function unknown
at_At5g30420 - no entry null
at_At5g35140 - no entry null
at_At5g36020 - GO0005554 molecular_function unknown
at_At5g36760 - no entry null
at_At5g37370 - GO0005488 binding
at_At1g21310 - GO0005554 molecular_function unknown
at_At1g21610 - GO0005554 molecular_function unknown
at_At1g22420 - GO0005554 molecular_function unknown
at_At5g48050 - GO0005554 molecular_function unknown
at_At5g53330 - GO0005554 molecular_function unknown
at_At5g54270 - GO0005198 structural molecule activity
at_At5g59080 - GO0005554 molecular_function unknown
at_At5g62550 - GO0005554 molecular_function unknown
at_At5g64310 - GO0005554 molecular_function unknown
at_At5g66100 - GO0005554 molecular_function unknown
at_At1g26620 - GO0005554 molecular_function unknown
at_At1g30140 - GO0005554 molecular_function unknown
at_At1g30280 - GO0005554 molecular_function unknown
at_At1g31460 - GO0005554 molecular_function unknown
at_At1g31580 - GO0005554 molecular_function unknown
at_At1g31870 - GO0005554 molecular_function unknown
at_At1g32610 - GO0005554 molecular_function unknown
at_At1g35830 - GO0005554 molecular_function unknown
at_At1g48570 - GO0005488 binding
at_At1g50750 - GO0005554 molecular_function unknown
at_At1g50800 - GO0005554 molecular_function unknown
at_At1g01110 - GO0005554 molecular_function unknown
at_At1g01400 - GO0005554 molecular_function unknown
at_At1g01730 - GO0005554 molecular_function unknown
at_At1g02070 - GO0005554 molecular_function unknown
at_At1g02870 - GO0005554 molecular_function unknown
at_At1g03320 - GO0005554 molecular_function unknown
at_At1g03780 - GO0005554 molecular_function unknown
at_At1g03820 - GO0005554 molecular_function unknown
at_At1g41690 - no entry null
at_At1g49800 - GO0005554 molecular_function unknown
at_At1g50830 - GO0005554 molecular_function unknown
at_At1g50850 - no entry null
at_At1g51200 - GO0005554 molecular_function unknown
at_At1g56200 - GO0005554 molecular_function unknown
at_At1g60670 - GO0005554 molecular_function unknown
at_At1g62500 - GO0008289 lipid binding
at_At1g64450 - GO0005554 molecular_function unknown
at_At1g66810 - GO0003676 nucleic acid binding
at_At1g68510 - GO0005554 molecular_function unknown
at_At1g70180 - GO0005554 molecular_function unknown
at_At1g70420 - GO0005554 molecular_function unknown
at_At1g70620 - GO0005554 molecular_function unknown
at_At1g70650 - GO0005488 binding
at_At1g04990 - GO0003676 nucleic acid binding
at_At1g05020 - GO0005488 binding
at_At1g05710 - GO0005554 molecular_function unknown
at_At1g05860 - GO0005554 molecular_function unknown
at_At1g05910 - no entry null
at_At1g06920 - GO0005554 molecular_function unknown
at_At1g74670 - GO0005554 molecular_function unknown
at_At1g75150 - GO0005554 molecular_function unknown
at_At1g76930 - GO0005199 structural constituent of cell wall
at_At2g01710 - GO0003754 chaperone activity
at_At2g03810 - GO0005554 molecular_function unknown
at_At2g06490 - GO0005554 molecular_function unknown
at_At2g06730 - no entry null
at_At2g07440 - GO0005554 molecular_function unknown
at_At2g07720 - no entry null
at_At2g10940 - GO0008289 lipid binding
at_At2g11640 - no entry null
at_At2g13550 - GO0005554 molecular_function unknown
at_At2g14340 - GO0005554 molecular_function unknown
at_At2g14900 - GO0005554 molecular_function unknown
at_At2g18070 - GO0005554 molecular_function unknown
at_At2g18500 - GO0005554 molecular_function unknown
at_At2g19020 - GO0005554 molecular_function unknown
at_At2g19030 - GO0005554 molecular_function unknown
at_At2g19390 - GO0005554 molecular_function unknown
at_At2g20070 - GO0005554 molecular_function unknown
at_At2g20090 - no entry null
at_At2g22160 - GO0005554 molecular_function unknown
at_At2g22720 - GO0005554 molecular_function unknown
at_At2g24980 - GO0005554 molecular_function unknown
at_At2g27580 - GO0005554 molecular_function unknown
at_At2g28240 - GO0005554 molecular_function unknown
at_At2g28540 - GO0005554 molecular_function unknown
at_At2g29210 - GO0005554 molecular_function unknown
at_At2g29620 - GO0005554 molecular_function unknown
at_At2g30810 - GO0005554 molecular_function unknown
at_At2g32200 - GO0005554 molecular_function unknown
at_At2g32210 - GO0005554 molecular_function unknown
at_At2g33460 - no entry null
at_At2g33690 - GO0005554 molecular_function unknown
at_At2g33850 - GO0005554 molecular_function unknown
at_At2g34870 - GO0005554 molecular_function unknown
at_At2g36400 - GO0005554 molecular_function unknown
at_At2g37070 - GO0005554 molecular_function unknown
at_At2g38160 - GO0005554 molecular_function unknown
at_At2g39830 - GO0005554 molecular_function unknown
at_At2g39870 - GO0005554 molecular_function unknown
at_At2g42190 - GO0005554 molecular_function unknown
at_At2g42430 - GO0005554 molecular_function unknown
at_At2g42440 - GO0005554 molecular_function unknown
at_At2g43150 - GO0005554 molecular_function unknown
at_At2g45420 - GO0005554 molecular_function unknown
at_At2g45900 - GO0005554 molecular_function unknown
at_At2g48140 - GO0008289 lipid binding
at_At3g07230 - GO0005554 molecular_function unknown
at_At3g08670 - GO0005554 molecular_function unknown
at_At3g09000 - GO0005554 molecular_function unknown
at_At3g10680 - GO0005554 molecular_function unknown
at_At3g12310 - no entry null
at_At3g12320 - GO0005554 molecular_function unknown
at_At3g12630 - GO0005554 molecular_function unknown
at_At3g13200 - GO0005554 molecular_function unknown
at_At3g13310 - GO0003754 chaperone activity
at_At3g13850 - GO0005554 molecular_function unknown
at_At3g15300 - GO0005554 molecular_function unknown
at_At3g18050 - GO0005554 molecular_function unknown
at_At1g12250 - no entry null
at_At1g13360 - GO0005554 molecular_function unknown
at_At3g22610 - no entry null
at_At3g23170 - GO0005554 molecular_function unknown
at_At3g27780 - no entry null
at_At3g30220 - GO0005554 molecular_function unknown
at_At3g42990 - GO0005554 molecular_function unknown
at_At3g43480 - GO0005554 molecular_function unknown
at_At3g43720 - GO0008289 lipid binding
at_At3g44960 - GO0005554 molecular_function unknown
at_At3g48030 - GO0005554 molecular_function unknown
at_At3g48710 - GO0005554 molecular_function unknown
at_At3g50350 - GO0005554 molecular_function unknown
at_At3g50750 - GO0005554 molecular_function unknown
at_At3g53860 - GO0005554 molecular_function unknown
at_At3g58190 - GO0005554 molecular_function unknown
at_At1g14870 - GO0005554 molecular_function unknown
at_At1g15350 - GO0005554 molecular_function unknown
at_At1g15400 - GO0005554 molecular_function unknown
at_At1g15940 - GO0005554 molecular_function unknown
at_At1g17080 - GO0005554 molecular_function unknown
at_At4g00390 - GO0005554 molecular_function unknown
at_At4g03860 - GO0005554 molecular_function unknown
at_At4g08020 - no entry null
at_At4g08370 - GO0005554 molecular_function unknown
at_At4g08400 - GO0005554 molecular_function unknown
at_At4g08960 - no entry null
at_At4g09030 - GO0005554 molecular_function unknown
at_At4g09600 - GO0005554 molecular_function unknown
at_At4g13830 - GO0003754 chaperone activity
at_At4g16790 - GO0005554 molecular_function unknown
at_At4g17410 - GO0005554 molecular_function unknown
at_At4g18150 - GO0005554 molecular_function unknown
at_At4g18280 - GO0005554 molecular_function unknown
at_At4g18890 - GO0005554 molecular_function unknown
at_At4g20020 - GO0005554 molecular_function unknown
at_At4g20420 - GO0005554 molecular_function unknown
at_At4g21340 - GO0005554 molecular_function unknown
at_At4g24500 - GO0005554 molecular_function unknown
at_At4g25580 - GO0005554 molecular_function unknown
at_At4g25740 - GO0003735 structural constituent of ribosome
at_At4g26130 - GO0005554 molecular_function unknown
at_At4g26880 - GO0005554 molecular_function unknown
at_At4g27900 - GO0005554 molecular_function unknown
at_At4g28870 - GO0005554 molecular_function unknown
at_At4g29790 - GO0005554 molecular_function unknown
at_At4g29880 - GO0005515 protein binding
at_At4g31960 - GO0005554 molecular_function unknown
at_At4g37860 - GO0005554 molecular_function unknown
at_At4g38080 - GO0005554 molecular_function unknown
at_At4g38560 - GO0005554 molecular_function unknown
at_At4g39720 - GO0005554 molecular_function unknown
at_At5g01160 - GO0005554 molecular_function unknown
at_At5g01840 - GO0005554 molecular_function unknown
at_At5g02210 - GO0005554 molecular_function unknown
at_At5g02440 - GO0005554 molecular_function unknown
at_At5g02950 - GO0005554 molecular_function unknown
at_At5g05660 - no entry null
at_At5g05750 - GO0003754 chaperone activity
at_At5g06630 - GO0005554 molecular_function unknown
at_At5g07270 - GO0005515 protein binding
at_At5g09480 - GO0005554 molecular_function unknown
at_At5g09940 - GO0005554 molecular_function unknown
at_At5g11600 - GO0005554 molecular_function unknown
at_At5g13310 - GO0005554 molecular_function unknown
at_At5g13970 - GO0005554 molecular_function unknown
at_At5g14920 - GO0005554 molecular_function unknown
at_At5g15020 - GO0005554 molecular_function unknown
at_At5g15230 - GO0005554 molecular_function unknown
at_At5g16270 - GO0005554 molecular_function unknown
at_At5g17360 - GO0005554 molecular_function unknown
at_At5g17790 - GO0005488 binding
at_At5g18440 - GO0005554 molecular_function unknown
at_At5g18550 - GO0003676 nucleic acid binding
at_At5g19490 - GO0005554 molecular_function unknown
at_At5g19810 - GO0005554 molecular_function unknown
at_At1g21660 - GO0005554 molecular_function unknown
at_At5g22040 - GO0005554 molecular_function unknown
at_At5g25490 - GO0005488 binding
at_At5g29070 - GO0005554 molecular_function unknown
at_At5g30450 - GO0005554 molecular_function unknown
at_At5g35190 - GO0005554 molecular_function unknown
at_At5g43160 - GO0005554 molecular_function unknown
at_At5g44060 - GO0005554 molecular_function unknown
at_At5g44780 - GO0005554 molecular_function unknown
at_At5g46380 - GO0005554 molecular_function unknown
at_At5g49390 - GO0005554 molecular_function unknown
at_At5g52300 - GO0005554 molecular_function unknown
at_At5g52310 - GO0005554 molecular_function unknown
at_At5g53420 - GO0005554 molecular_function unknown
at_At5g54310 - no entry null
at_At1g26110 - GO0005554 molecular_function unknown
at_At1g26240 - GO0005554 molecular_function unknown
at_At1g26600 - GO0005102 receptor binding
GO0005515 protein binding
at_At1g27660 - GO0005554 molecular_function unknown
at_At1g27950 - GO0005554 molecular_function unknown
at_At1g28400 - GO0005554 molecular_function unknown
at_At5g57370 - GO0005554 molecular_function unknown
at_At5g57570 - GO0005554 molecular_function unknown
at_At5g58210 - GO0005554 molecular_function unknown
at_At5g60680 - GO0005554 molecular_function unknown
at_At5g62240 - GO0005554 molecular_function unknown
at_At5g64690 - GO0005554 molecular_function unknown
at_At5g64780 - GO0005554 molecular_function unknown
at_At5g65330 - no entry null
at_At5g65390 - GO0005554 molecular_function unknown
at_At1g29170 - GO0005554 molecular_function unknown
at_At1g29350 - GO0005554 molecular_function unknown
at_At1g29370 - GO0005554 molecular_function unknown
at_At1g30750 - GO0005554 molecular_function unknown
at_At1g31240 - GO0005554 molecular_function unknown
------------------