Rule 129
f.14.1 <= 0.0052
-> class GO0015268 "alpha-type channel activity"
Evaluation on training data (3178 items):
at_At1g01340 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g24610 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g25600 GO0005242 inward rectifier potassium channel activity
GO0005267 potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g26650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g29110 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g46450 GO0005216 ion channel activity
GO0030551 cyclic nucleotide binding
at_At3g17700 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_At4g01840 GO0015271 outward rectifier potassium channel activity
at_At4g22200 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g11210 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At5g37500 GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g46360 GO0005509 calcium ion binding
GO0015271 outward rectifier potassium channel activity
at_At5g46370 GO0005509 calcium ion binding
GO0015271 outward rectifier potassium channel activity
at_At5g54250 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0008324 cation transporter activity
GO0030551 cyclic nucleotide binding
at_At5g57940 GO0005267 potassium channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Training Accuracy: 17/17 (100.00%)
Training Frequency class 'GO0015268': 37/3178 (1.16%)
Evaluation on validation data (1624 items):
at_At1g15990 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g28260 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46440 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g18290 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g30560 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g14870 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'GO0015268': 29/1624 (1.79%)
Evaluation on propertest data (2476 items):
at_At1g02510 GO0015271 outward rectifier potassium channel activity
at_At1g19780 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g17260 GO0005217 intracellular ligand-gated ion channel activity
GO0005554 molecular_function unknown
at_At2g23980 - GO0005516 calmodulin binding
at_At2g46430 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At3g17690 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g18160 GO0015271 outward rectifier potassium channel activity
at_At4g32500 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g32650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
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_At5g46240 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g53130 GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g55630 GO0015269 calcium-activated potassium channel activity
GO0015271 outward rectifier potassium channel activity
Propertest Accuracy: 12/13 (92.31%)
Propertest Frequency class 'GO0015268': 32/2476 (1.29%)
New (unknown) data (1624 items):
at_At5g49960 - GO0005554 molecular_function unknown
at_At5g02940 - GO0005554 molecular_function unknown
------------------
Rule 197
a.116.1 <= 1.4e-22
-> class GO0005083 "small GTPase regulatory/interacting protein activity"
Evaluation on training data (3178 items):
at_At3g11490 GO0030675 Rac GTPase activator activity
at_At4g03100 GO0030675 Rac GTPase activator activity
at_At4g24580 GO0005100 Rho GTPase activator activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0005083': 12/3178 (0.38%)
Evaluation on validation data (1624 items):
at_At2g46710 GO0030675 Rac GTPase activator activity
at_At5g22400 GO0030675 Rac GTPase activator activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0005083': 6/1624 (0.37%)
Evaluation on propertest data (2476 items):
at_At1g08340 GO0030675 Rac GTPase activator activity
at_At2g27440 GO0030675 Rac GTPase activator activity
at_At5g61530 GO0005100 Rho GTPase activator activity
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'GO0005083': 5/2476 (0.20%)
New (unknown) data (1624 items):
at_At5g12150 - GO0005554 molecular_function unknown
at_At5g19390 - GO0005554 molecular_function unknown
------------------
Rule 167
a.158 <= 0.0086
d > 0.02
-> class GO0016879 "ligase activity\, forming carbon-nitrogen bonds"
Evaluation on training data (3178 items):
at_At1g51320 GO0004842 ubiquitin-protein ligase activity
at_At1g77000 GO0004842 ubiquitin-protein ligase activity
at_At2g03560 GO0004842 ubiquitin-protein ligase activity
GO0005554 molecular_function unknown
at_At2g04920 GO0004842 ubiquitin-protein ligase activity
at_At2g16810 GO0004842 ubiquitin-protein ligase activity
at_At3g21410 GO0004842 ubiquitin-protein ligase activity
at_At3g50080 GO0004842 ubiquitin-protein ligase activity
at_At4g03190 GO0004842 ubiquitin-protein ligase activity
at_At4g04690 GO0004842 ubiquitin-protein ligase activity
at_At4g24390 GO0004842 ubiquitin-protein ligase activity
at_At4g33210 GO0004842 ubiquitin-protein ligase activity
at_At5g01720 GO0004842 ubiquitin-protein ligase activity
at_At5g02920 GO0004842 ubiquitin-protein ligase activity
Training Accuracy: 13/13 (100.00%)
Training Frequency class 'GO0016879': 51/3178 (1.60%)
Evaluation on validation data (1624 items):
at_At1g51290 GO0004842 ubiquitin-protein ligase activity
at_At1g80570 GO0004842 ubiquitin-protein ligase activity
at_At2g39940 GO0004842 ubiquitin-protein ligase activity
at_At2g44900 GO0004842 ubiquitin-protein ligase activity
at_At3g60350 GO0004842 ubiquitin-protein ligase activity
GO0005554 molecular_function unknown
at_At3g62980 GO0004842 ubiquitin-protein ligase activity
at_At4g05470 GO0004842 ubiquitin-protein ligase activity
at_At4g05490 GO0004842 ubiquitin-protein ligase activity
at_At4g07400 GO0004842 ubiquitin-protein ligase activity
Validation Accuracy: 9/9 (100.00%)
Validation Frequency class 'GO0016879': 30/1624 (1.85%)
Evaluation on propertest data (2476 items):
at_At1g12820 GO0004842 ubiquitin-protein ligase activity
at_At1g12860 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51550 GO0004842 ubiquitin-protein ligase activity
at_At2g17020 GO0004842 ubiquitin-protein ligase activity
at_At2g22710 - GO0003677 DNA binding
at_At2g25490 GO0004842 ubiquitin-protein ligase activity
at_At3g26810 GO0004842 ubiquitin-protein ligase activity
at_At3g54650 GO0004842 ubiquitin-protein ligase activity
at_At4g05500 GO0004842 ubiquitin-protein ligase activity
at_At4g08980 GO0004842 ubiquitin-protein ligase activity
at_At4g30640 GO0004842 ubiquitin-protein ligase activity
at_At4g33160 GO0004842 ubiquitin-protein ligase activity
at_At5g49980 GO0004842 ubiquitin-protein ligase activity
at_At5g67250 GO0004842 ubiquitin-protein ligase activity
Propertest Accuracy: 12/14 (85.71%)
Propertest Frequency class 'GO0016879': 35/2476 (1.41%)
New (unknown) data (1624 items):
at_At1g11810 - GO0005554 molecular_function unknown
at_At1g12710 - GO0005554 molecular_function unknown
at_At1g16930 - GO0005554 molecular_function unknown
at_At1g20360 - GO0005554 molecular_function unknown
at_At1g20790 - GO0005554 molecular_function unknown
at_At1g20940 - GO0005554 molecular_function unknown
at_At1g21760 - GO0005554 molecular_function unknown
at_At1g30780 - GO0005554 molecular_function unknown
at_At1g31090 - GO0005554 molecular_function unknown
at_At1g32430 - GO0005554 molecular_function unknown
at_At1g32660 - GO0005554 molecular_function unknown
at_At1g33530 - GO0005554 molecular_function unknown
at_At1g47340 - GO0005554 molecular_function unknown
at_At1g47730 - GO0005554 molecular_function unknown
at_At1g47810 - GO0005554 molecular_function unknown
at_At1g48400 - GO0005554 molecular_function unknown
at_At1g52650 - GO0005554 molecular_function unknown
at_At1g53360 - GO0005554 molecular_function unknown
at_At1g53370 - GO0005554 molecular_function unknown
at_At1g53790 - GO0005554 molecular_function unknown
at_At1g55070 - GO0005554 molecular_function unknown
at_At1g57690 - GO0005554 molecular_function unknown
at_At1g57790 - GO0005554 molecular_function unknown
at_At1g58090 - GO0005554 molecular_function unknown
at_At1g60410 - GO0005554 molecular_function unknown
at_At1g64540 - GO0005554 molecular_function unknown
at_At1g65760 - GO0005554 molecular_function unknown
at_At1g66290 - GO0005554 molecular_function unknown
at_At1g67130 - GO0005554 molecular_function unknown
at_At1g67190 - GO0005554 molecular_function unknown
at_At1g67340 - GO0005554 molecular_function unknown
at_At1g67450 - GO0005554 molecular_function unknown
at_At1g69090 - GO0005554 molecular_function unknown
at_At1g69630 - GO0005554 molecular_function unknown
at_At1g70360 - GO0005554 molecular_function unknown
at_At1g70380 - GO0005554 molecular_function unknown
at_At1g71320 - GO0005554 molecular_function unknown
at_At2g02270 - GO0005554 molecular_function unknown
at_At2g02890 - GO0005554 molecular_function unknown
at_At2g17030 - GO0005554 molecular_function unknown
at_At2g17690 - GO0005554 molecular_function unknown
at_At2g18780 - GO0005554 molecular_function unknown
at_At2g24510 - GO0005554 molecular_function unknown
at_At2g27310 - GO0005554 molecular_function unknown
at_At2g27520 - GO0005554 molecular_function unknown
at_At2g31470 - GO0005554 molecular_function unknown
at_At2g32560 - GO0005554 molecular_function unknown
at_At2g39490 - GO0005554 molecular_function unknown
at_At2g40920 - GO0005554 molecular_function unknown
at_At2g41170 - GO0005554 molecular_function unknown
at_At2g42730 - GO0005554 molecular_function unknown
at_At3g07870 - GO0005554 molecular_function unknown
at_At3g08750 - GO0005554 molecular_function unknown
at_At3g10790 - GO0005554 molecular_function unknown
at_At3g16555 - GO0005554 molecular_function unknown
at_At3g17400 - GO0005554 molecular_function unknown
at_At3g17480 - GO0005554 molecular_function unknown
at_At3g18720 - GO0005554 molecular_function unknown
at_At3g18980 - GO0005554 molecular_function unknown
at_At3g19880 - GO0005554 molecular_function unknown
at_At3g20030 - GO0005554 molecular_function unknown
at_At3g20690 - GO0005554 molecular_function unknown
at_At3g20710 - GO0005554 molecular_function unknown
at_At3g21120 - GO0005554 molecular_function unknown
at_At3g21130 - GO0005554 molecular_function unknown
at_At3g22700 - GO0005554 molecular_function unknown
at_At3g22730 - GO0005554 molecular_function unknown
at_At3g22940 - GO0005554 molecular_function unknown
at_At3g23950 - GO0005554 molecular_function unknown
at_At3g23960 - GO0005554 molecular_function unknown
at_At3g24700 - GO0005554 molecular_function unknown
at_At3g26920 - GO0005554 molecular_function unknown
at_At3g26930 - GO0005554 molecular_function unknown
at_At3g44120 - GO0005554 molecular_function unknown
at_At3g48880 - GO0005554 molecular_function unknown
at_At3g49980 - GO0005554 molecular_function unknown
at_At3g52030 - GO0005554 molecular_function unknown
at_At3g53000 - GO0005554 molecular_function unknown
at_At3g54480 - GO0005554 molecular_function unknown
at_At3g58920 - GO0005554 molecular_function unknown
at_At3g58930 - GO0005554 molecular_function unknown
at_At3g58940 - GO0005554 molecular_function unknown
at_At3g59000 - GO0005554 molecular_function unknown
at_At3g59610 - GO0005554 molecular_function unknown
at_At3g60710 - GO0005554 molecular_function unknown
at_At3g61340 - GO0005554 molecular_function unknown
at_At3g62430 - GO0005554 molecular_function unknown
at_At3g63060 - GO0005554 molecular_function unknown
at_At4g02760 - GO0005554 molecular_function unknown
at_At4g09790 - GO0005554 molecular_function unknown
at_At4g11590 - GO0005554 molecular_function unknown
at_At4g17780 - GO0005554 molecular_function unknown
at_At4g19940 - GO0005554 molecular_function unknown
at_At4g21510 - GO0005554 molecular_function unknown
at_At4g22170 - GO0005554 molecular_function unknown
at_At4g22420 - GO0005554 molecular_function unknown
at_At4g24210 - GO0005554 molecular_function unknown
at_At4g33290 - GO0005554 molecular_function unknown
at_At5g02930 - GO0005554 molecular_function unknown
at_At5g14160 - GO0005554 molecular_function unknown
at_At5g15670 - GO0005554 molecular_function unknown
at_At5g25860 - GO0005554 molecular_function unknown
at_At5g36820 - GO0005554 molecular_function unknown
at_At5g38810 - GO0005554 molecular_function unknown
at_At5g39360 - GO0005554 molecular_function unknown
at_At5g39450 - GO0005554 molecular_function unknown
at_At5g39460 - GO0005554 molecular_function unknown
at_At5g39480 - GO0005554 molecular_function unknown
at_At5g40680 - GO0005554 molecular_function unknown
at_At5g41490 - GO0005554 molecular_function unknown
at_At5g41720 - GO0005554 molecular_function unknown
at_At5g42360 - GO0005554 molecular_function unknown
at_At5g42430 - GO0005554 molecular_function unknown
at_At5g44220 - GO0005554 molecular_function unknown
at_At5g44950 - GO0005554 molecular_function unknown
at_At5g45360 - GO0005554 molecular_function unknown
at_At5g47300 - GO0005554 molecular_function unknown
at_At5g50220 - GO0005554 molecular_function unknown
at_At5g50450 - GO0005554 molecular_function unknown
at_At5g51370 - GO0005554 molecular_function unknown
at_At5g52120 - GO0005554 molecular_function unknown
at_At5g52460 - GO0005554 molecular_function unknown
at_At5g52620 - GO0005554 molecular_function unknown
at_At5g55150 - GO0005554 molecular_function unknown
at_At5g60060 - GO0005554 molecular_function unknown
at_At5g62510 - GO0005554 molecular_function unknown
at_At5g62660 - GO0005554 molecular_function unknown
at_At1g06110 - GO0005554 molecular_function unknown
at_At1g08710 - GO0005554 molecular_function unknown
at_At1g11620 - GO0005554 molecular_function unknown
at_At1g12170 - GO0005554 molecular_function unknown
at_At1g12190 - GO0005554 molecular_function unknown
at_At1g15680 - GO0005554 molecular_function unknown
at_At1g19070 - GO0005554 molecular_function unknown
at_At1g20800 - GO0005554 molecular_function unknown
at_At1g21990 - GO0005554 molecular_function unknown
at_At1g23770 - GO0005554 molecular_function unknown
at_At1g26510 - GO0005554 molecular_function unknown
at_At1g30200 - GO0005554 molecular_function unknown
at_At1g30790 - GO0005554 molecular_function unknown
at_At1g30920 - GO0005554 molecular_function unknown
at_At1g30930 - GO0005554 molecular_function unknown
at_At1g32140 - GO0005554 molecular_function unknown
at_At1g32420 - GO0005554 molecular_function unknown
at_At1g33010 - GO0005554 molecular_function unknown
at_At1g33020 - GO0005554 molecular_function unknown
at_At1g36030 - GO0005554 molecular_function unknown
at_At1g44080 - GO0005554 molecular_function unknown
at_At1g48060 - GO0005554 molecular_function unknown
at_At1g49360 - GO0005554 molecular_function unknown
at_At1g49610 - GO0005554 molecular_function unknown
at_At1g50870 - GO0005554 molecular_function unknown
at_At1g50880 - GO0005554 molecular_function unknown
at_At1g52480 - GO0005554 molecular_function unknown
at_At1g55000 - GO0005554 molecular_function unknown
at_At1g56240 - GO0005554 molecular_function unknown
at_At1g56250 - GO0005554 molecular_function unknown
at_At1g57580 - GO0005554 molecular_function unknown
at_At1g61320 - GO0005554 molecular_function unknown
at_At1g61330 - GO0005554 molecular_function unknown
at_At1g63090 - GO0005554 molecular_function unknown
at_At1g64290 - GO0005554 molecular_function unknown
at_At1g64840 - GO0005554 molecular_function unknown
at_At1g65740 - GO0005554 molecular_function unknown
at_At1g65770 - GO0005554 molecular_function unknown
at_At1g65990 - no entry null
at_At1g66300 - GO0005554 molecular_function unknown
at_At1g70390 - GO0005554 molecular_function unknown
at_At1g70970 - GO0005554 molecular_function unknown
at_At1g78100 - GO0005554 molecular_function unknown
at_At1g78760 - GO0005554 molecular_function unknown
at_At1g80960 - GO0005554 molecular_function unknown
at_At2g02030 - GO0005554 molecular_function unknown
at_At2g02230 - GO0005554 molecular_function unknown
at_At2g02250 - GO0005554 molecular_function unknown
at_At2g02300 - GO0005554 molecular_function unknown
at_At2g02310 - GO0005554 molecular_function unknown
at_At2g02320 - GO0005554 molecular_function unknown
at_At2g02360 - GO0005554 molecular_function unknown
at_At2g04810 - GO0005554 molecular_function unknown
at_At2g05360 - GO0005554 molecular_function unknown
at_At2g11200 - GO0005554 molecular_function unknown
at_At2g14290 - GO0005554 molecular_function unknown
at_At2g14500 - GO0005554 molecular_function unknown
at_At2g14710 - GO0005554 molecular_function unknown
at_At2g15640 - GO0005554 molecular_function unknown
at_At2g16220 - GO0005554 molecular_function unknown
at_At2g16290 - GO0005554 molecular_function unknown
at_At2g16450 - GO0005554 molecular_function unknown
at_At2g17310 - GO0005554 molecular_function unknown
at_At2g17830 - GO0005554 molecular_function unknown
at_At2g23160 - GO0005554 molecular_function unknown
at_At2g24250 - GO0005554 molecular_function unknown
at_At2g26160 - GO0005554 molecular_function unknown
at_At2g29910 - GO0005554 molecular_function unknown
at_At2g29930 - GO0005554 molecular_function unknown
at_At2g36090 - GO0005554 molecular_function unknown
at_At2g38590 - GO0005554 molecular_function unknown
at_At2g42720 - GO0005554 molecular_function unknown
at_At2g43270 - GO0005554 molecular_function unknown
at_At3g10240 - GO0005554 molecular_function unknown
at_At3g10430 - GO0005554 molecular_function unknown
at_At3g12350 - GO0005554 molecular_function unknown
at_At3g13680 - GO0005554 molecular_function unknown
at_At3g13820 - GO0005554 molecular_function unknown
at_At3g13830 - GO0005554 molecular_function unknown
at_At3g16210 - GO0005554 molecular_function unknown
at_At3g16580 - GO0005554 molecular_function unknown
at_At3g16590 - GO0005554 molecular_function unknown
at_At3g17270 - GO0005554 molecular_function unknown
at_At3g17280 - GO0005554 molecular_function unknown
at_At3g17320 - GO0005554 molecular_function unknown
at_At3g17490 - GO0005554 molecular_function unknown
at_At3g17500 - GO0005554 molecular_function unknown
at_At3g17530 - GO0005554 molecular_function unknown
at_At3g17540 - GO0005554 molecular_function unknown
at_At3g17560 - GO0005554 molecular_function unknown
at_At3g18320 - GO0005554 molecular_function unknown
at_At3g18340 - GO0005554 molecular_function unknown
at_At3g19410 - GO0005554 molecular_function unknown
at_At3g19470 - GO0005554 molecular_function unknown
at_At3g19890 - GO0005554 molecular_function unknown
at_At3g22350 - GO0005554 molecular_function unknown
at_At3g22650 - GO0005554 molecular_function unknown
at_At3g22710 - GO0005554 molecular_function unknown
at_At3g22720 - GO0005554 molecular_function unknown
at_At3g22870 - GO0005554 molecular_function unknown
at_At3g23260 - GO0005554 molecular_function unknown
at_At3g24580 - GO0005554 molecular_function unknown
at_At3g25550 - GO0005554 molecular_function unknown
at_At3g25750 - GO0005554 molecular_function unknown
at_At3g26010 - GO0005554 molecular_function unknown
at_At3g30430 - GO0005554 molecular_function unknown
at_At3g44060 - GO0005554 molecular_function unknown
at_At3g44090 - GO0005554 molecular_function unknown
at_At3g44130 - GO0005554 molecular_function unknown
at_At3g49150 - GO0005554 molecular_function unknown
at_At3g49450 - GO0005554 molecular_function unknown
at_At3g50710 - GO0005554 molecular_function unknown
at_At3g51530 - GO0005554 molecular_function unknown
at_At3g52320 - GO0005554 molecular_function unknown
at_At3g55900 - GO0005554 molecular_function unknown
at_At3g56780 - GO0005554 molecular_function unknown
at_At3g57580 - GO0005554 molecular_function unknown
at_At3g57590 - GO0005554 molecular_function unknown
at_At3g58820 - GO0005554 molecular_function unknown
at_At3g58860 - GO0005554 molecular_function unknown
at_At3g58880 - GO0005554 molecular_function unknown
at_At3g58900 - GO0005554 molecular_function unknown
at_At3g58950 - GO0005554 molecular_function unknown
at_At3g58960 - GO0005554 molecular_function unknown
at_At3g58980 - GO0005554 molecular_function unknown
at_At3g59200 - GO0005554 molecular_function unknown
at_At3g59230 - GO0005554 molecular_function unknown
at_At3g59250 - GO0005554 molecular_function unknown
at_At3g60040 - GO0005554 molecular_function unknown
at_At3g61590 - GO0005554 molecular_function unknown
at_At3g61730 - GO0005554 molecular_function unknown
at_At3g62440 - GO0005554 molecular_function unknown
at_At4g00320 - GO0005554 molecular_function unknown
at_At4g02740 - GO0005554 molecular_function unknown
at_At4g05010 - GO0005554 molecular_function unknown
at_At4g05080 - GO0005554 molecular_function unknown
at_At4g09870 - GO0005554 molecular_function unknown
at_At4g10740 - GO0005554 molecular_function unknown
at_At4g12810 - GO0005554 molecular_function unknown
at_At4g17565 - GO0005554 molecular_function unknown
at_At4g18380 - GO0005554 molecular_function unknown
at_At4g22060 - GO0005554 molecular_function unknown
at_At4g22390 - GO0005554 molecular_function unknown
at_At4g22660 - GO0005554 molecular_function unknown
at_At4g27050 - GO0005554 molecular_function unknown
at_At4g38870 - GO0005554 molecular_function unknown
at_At5g03100 - GO0005554 molecular_function unknown
at_At5g03970 - GO0005554 molecular_function unknown
at_At5g06550 - no entry null
at_At5g07610 - GO0005554 molecular_function unknown
at_At5g15620 - GO0005554 molecular_function unknown
at_At5g18160 - GO0005554 molecular_function unknown
at_At5g21040 - GO0005554 molecular_function unknown
at_At5g23340 - GO0005554 molecular_function unknown
at_At5g24040 - GO0005554 molecular_function unknown
at_At5g24560 - GO0005554 molecular_function unknown
at_At5g25350 - GO0005554 molecular_function unknown
at_At5g36000 - GO0005554 molecular_function unknown
at_At5g36200 - GO0005554 molecular_function unknown
at_At5g36730 - GO0005554 molecular_function unknown
at_At5g37040 - GO0005554 molecular_function unknown
at_At5g38270 - GO0005554 molecular_function unknown
at_At5g38390 - GO0005554 molecular_function unknown
at_At5g39250 - GO0005554 molecular_function unknown
at_At5g39490 - GO0005554 molecular_function unknown
at_At5g40050 - GO0005554 molecular_function unknown
at_At5g41500 - GO0005554 molecular_function unknown
at_At5g41630 - GO0005554 molecular_function unknown
at_At5g41840 - GO0005554 molecular_function unknown
at_At5g42460 - GO0005554 molecular_function unknown
at_At5g44940 - GO0005554 molecular_function unknown
at_At5g44970 - GO0005554 molecular_function unknown
at_At5g46170 - GO0005554 molecular_function unknown
at_At5g48170 - GO0005554 molecular_function unknown
at_At5g48550 - GO0005554 molecular_function unknown
at_At5g51380 - GO0005554 molecular_function unknown
at_At5g52610 - GO0005554 molecular_function unknown
at_At5g56180 - GO0005200 structural constituent of cytoskeleton
at_At5g56560 - GO0005554 molecular_function unknown
at_At5g60560 - GO0005554 molecular_function unknown
at_At5g60570 - GO0005554 molecular_function unknown
at_At5g65850 - GO0005554 molecular_function unknown
at_At5g66830 - GO0005554 molecular_function unknown
at_At1g10110 - GO0005554 molecular_function unknown
at_At1g10780 - GO0005554 molecular_function unknown
at_At1g22220 - GO0005554 molecular_function unknown
at_At1g23390 - GO0005554 molecular_function unknown
at_At1g27490 - GO0005554 molecular_function unknown
at_At1g31000 - GO0005554 molecular_function unknown
at_At1g31080 - GO0005554 molecular_function unknown
at_At1g32020 - GO0005554 molecular_function unknown
at_At1g47300 - GO0005554 molecular_function unknown
at_At1g47390 - GO0005554 molecular_function unknown
at_At1g50980 - GO0005554 molecular_function unknown
at_At1g52490 - GO0005554 molecular_function unknown
at_At1g53550 - GO0005554 molecular_function unknown
at_At1g55590 - GO0005554 molecular_function unknown
at_At1g58310 - GO0005554 molecular_function unknown
at_At1g60370 - GO0005554 molecular_function unknown
at_At1g61060 - GO0005554 molecular_function unknown
at_At1g62270 - GO0005554 molecular_function unknown
at_At1g67160 - GO0005554 molecular_function unknown
at_At1g67390 - GO0005554 molecular_function unknown
at_At1g70590 - GO0005554 molecular_function unknown
at_At1g70960 - GO0005554 molecular_function unknown
at_At1g76830 - GO0005554 molecular_function unknown
at_At1g78730 - GO0005554 molecular_function unknown
at_At1g80470 - GO0005554 molecular_function unknown
at_At2g02340 - GO0005554 molecular_function unknown
at_At2g02660 - GO0005554 molecular_function unknown
at_At2g03610 - GO0005554 molecular_function unknown
at_At2g05970 - GO0005554 molecular_function unknown
at_At2g07120 - GO0005554 molecular_function unknown
at_At2g19630 - GO0005554 molecular_function unknown
at_At2g21930 - GO0005554 molecular_function unknown
at_At2g23880 - no entry null
at_At2g26030 - GO0005554 molecular_function unknown
at_At2g26850 - GO0005554 molecular_function unknown
at_At2g33190 - GO0005554 molecular_function unknown
at_At2g33200 - GO0005554 molecular_function unknown
at_At2g35280 - GO0005554 molecular_function unknown
at_At2g43440 - GO0005554 molecular_function unknown
at_At3g16740 - GO0005554 molecular_function unknown
at_At3g16820 - GO0005554 molecular_function unknown
at_At3g16880 - GO0005554 molecular_function unknown
at_At3g17570 - GO0005554 molecular_function unknown
at_At3g17620 - GO0005554 molecular_function unknown
at_At3g17710 - GO0005554 molecular_function unknown
at_At3g18330 - GO0005554 molecular_function unknown
at_At3g18910 - GO0005554 molecular_function unknown
at_At3g19560 - GO0005554 molecular_function unknown
at_At3g21170 - GO0005554 molecular_function unknown
at_At3g23420 - GO0005554 molecular_function unknown
at_At3g23880 - GO0005554 molecular_function unknown
at_At3g23970 - GO0005554 molecular_function unknown
at_At3g25460 - GO0005554 molecular_function unknown
at_At3g47020 - GO0005554 molecular_function unknown
at_At3g47030 - GO0005554 molecular_function unknown
at_At3g47150 - GO0005554 molecular_function unknown
at_At3g56470 - GO0005554 molecular_function unknown
at_At3g58910 - GO0005554 molecular_function unknown
at_At3g59160 - GO0005554 molecular_function unknown
at_At3g59170 - GO0005554 molecular_function unknown
at_At3g59240 - GO0005554 molecular_function unknown
at_At3g60790 - GO0005554 molecular_function unknown
at_At3g61060 - GO0005554 molecular_function unknown
at_At4g02440 - GO0005515 protein binding
at_At4g09190 - GO0005554 molecular_function unknown
at_At4g10190 - GO0005554 molecular_function unknown
at_At4g12820 - GO0005554 molecular_function unknown
at_At4g13960 - GO0005554 molecular_function unknown
at_At4g19930 - GO0005554 molecular_function unknown
at_At4g21240 - GO0005554 molecular_function unknown
at_At4g22180 - GO0005554 molecular_function unknown
at_At4g23960 - GO0005554 molecular_function unknown
at_At4g29970 - GO0005554 molecular_function unknown
at_At5g04010 - GO0005554 molecular_function unknown
at_At5g15440 - GO0005554 molecular_function unknown
at_At5g15660 - GO0005554 molecular_function unknown
at_At5g25290 - GO0005554 molecular_function unknown
at_At5g39470 - GO0005554 molecular_function unknown
at_At5g41510 - GO0005554 molecular_function unknown
at_At5g42350 - GO0005554 molecular_function unknown
at_At5g49610 - GO0005554 molecular_function unknown
at_At5g52880 - GO0005554 molecular_function unknown
at_At5g57900 - GO0000211 protein degradation tagging activity
GO0005554 molecular_function unknown
at_At5g62060 - GO0005554 molecular_function unknown
at_At5g63520 - GO0005554 molecular_function unknown
at_At5g67140 - GO0005554 molecular_function unknown
------------------
Rule 51
a.157 <= 4e-11
-> class GO0016879 "ligase activity\, forming carbon-nitrogen bonds"
Evaluation on training data (3178 items):
at_At1g20140 GO0004842 ubiquitin-protein ligase activity
at_At2g25700 GO0004842 ubiquitin-protein ligase activity
at_At3g21830 GO0004842 ubiquitin-protein ligase activity
at_At3g21860 GO0004842 ubiquitin-protein ligase activity
at_At3g53060 GO0004842 ubiquitin-protein ligase activity
at_At3g60020 GO0004842 ubiquitin-protein ligase activity
at_At5g42190 GO0004842 ubiquitin-protein ligase activity
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0016879': 51/3178 (1.60%)
Evaluation on validation data (1624 items):
at_At1g10230 GO0004842 ubiquitin-protein ligase activity
at_At2g03170 GO0004842 ubiquitin-protein ligase activity
at_At3g21840 GO0004842 ubiquitin-protein ligase activity
at_At4g34210 GO0004842 ubiquitin-protein ligase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0016879': 30/1624 (1.85%)
Evaluation on propertest data (2476 items):
at_At1g75950 GO0004842 ubiquitin-protein ligase activity
at_At2g03160 GO0004842 ubiquitin-protein ligase activity
at_At2g03190 GO0004842 ubiquitin-protein ligase activity
at_At2g20160 GO0004842 ubiquitin-protein ligase activity
at_At2g45950 GO0004842 ubiquitin-protein ligase activity
at_At3g21850 GO0004842 ubiquitin-protein ligase activity
at_At3g25650 GO0004842 ubiquitin-protein ligase activity
at_At3g60010 GO0004842 ubiquitin-protein ligase activity
at_At4g34470 GO0004842 ubiquitin-protein ligase activity
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'GO0016879': 35/2476 (1.41%)
New (unknown) data (1624 items):
------------------
Rule 25
d.104.1 <= 1.9e-08
-> class GO0016875 "ligase activity\, forming carbon-oxygen bonds"
Evaluation on training data (3178 items):
at_At1g17960 GO0004829 threonine-tRNA ligase activity
at_At1g18130 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g13490 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g44740 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g48110 GO0004820 glycine-tRNA ligase activity
at_At4g17300 GO0004816 asparagine-tRNA ligase activity
at_At4g26870 GO0004815 aspartate-tRNA ligase activity
at_At4g31180 GO0004815 aspartate-tRNA ligase activity
GO0005524 ATP binding
at_At4g33760 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0016875': 15/3178 (0.47%)
Evaluation on validation data (1624 items):
at_At1g29870 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g29880 GO0004820 glycine-tRNA ligase activity
at_At1g70980 GO0004816 asparagine-tRNA ligase activity
at_At3g07420 GO0004816 asparagine-tRNA ligase activity
at_At3g11710 GO0004824 lysine-tRNA ligase activity
GO0005524 ATP binding
at_At3g58140 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At3g59410 - GO0004672 protein kinase activity
GO0005524 ATP binding
at_At5g27470 GO0004828 serine-tRNA ligase activity
Validation Accuracy: 7/8 (87.50%)
Validation Frequency class 'GO0016875': 13/1624 (0.80%)
Evaluation on propertest data (2476 items):
at_At1g11870 GO0004828 serine-tRNA ligase activity
at_At3g62120 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g39280 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At5g26830 GO0004829 threonine-tRNA ligase activity
at_At5g52520 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g56680 GO0004816 asparagine-tRNA ligase activity
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'GO0016875': 13/2476 (0.53%)
New (unknown) data (1624 items):
at_At1g68420 - GO0005554 molecular_function unknown
at_At2g25710 - GO0003824 catalytic activity
at_At1g50200 - no entry null
at_At5g22800 - no entry null
at_At1g37150 - GO0003824 catalytic activity
at_At1g72550 - no entry null
at_At3g46100 - no entry null
------------------
Rule 40
a.27.1 <= 1.5e-10
-> class GO0016875 "ligase activity\, forming carbon-oxygen bonds"
Evaluation on training data (3178 items):
at_At1g66530 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At3g48110 GO0004820 glycine-tRNA ligase activity
at_At4g04350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g10320 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0016875': 15/3178 (0.47%)
Evaluation on validation data (1624 items):
at_At1g14610 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g13780 GO0004825 methionine-tRNA ligase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0016875': 13/1624 (0.80%)
Evaluation on propertest data (2476 items):
at_At1g09620 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g55400 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g26300 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At5g49030 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0016875': 13/2476 (0.53%)
New (unknown) data (1624 items):
at_At1g27160 - GO0005554 molecular_function unknown
------------------
Rule 47
c.49.1 <= 4.4e-26
-> class GO0004743 "pyruvate kinase activity"
Evaluation on training data (3178 items):
at_At3g22960 GO0004743 pyruvate kinase activity
at_At4g26390 GO0004743 pyruvate kinase activity
at_At5g56350 GO0004743 pyruvate kinase activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0004743': 3/3178 (0.09%)
Evaluation on validation data (1624 items):
at_At1g32440 GO0004743 pyruvate kinase activity
at_At3g25960 GO0004743 pyruvate kinase activity
at_At3g55810 GO0004743 pyruvate kinase activity
at_At5g63680 GO0004743 pyruvate kinase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0004743': 5/1624 (0.31%)
Evaluation on propertest data (2476 items):
at_At5g08570 GO0004743 pyruvate kinase activity
at_At5g52920 GO0004743 pyruvate kinase activity
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'GO0004743': 4/2476 (0.16%)
New (unknown) data (1624 items):
------------------
Rule 112
c.13 <= 2.7e-15
-> class GO0008509 "anion transporter activity"
Evaluation on training data (3178 items):
at_At1g22150 GO0015116 sulfate transporter activity
at_At1g23090 GO0015116 sulfate transporter activity
at_At3g12520 GO0015116 sulfate transporter activity
at_At4g02700 GO0015116 sulfate transporter activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0008509': 7/3178 (0.22%)
Evaluation on validation data (1624 items):
at_At1g19650 - GO0008526 phosphatidylinositol transporter activity
at_At1g77990 GO0015116 sulfate transporter activity
at_At3g15990 GO0015116 sulfate transporter activity
at_At4g39170 - GO0008526 phosphatidylinositol transporter activity
at_At4g39180 - GO0008526 phosphatidylinositol transporter activity
at_At5g19600 GO0015116 sulfate transporter activity
Validation Accuracy: 3/6 (50.00%)
Validation Frequency class 'GO0008509': 9/1624 (0.55%)
Evaluation on propertest data (2476 items):
at_At1g78000 GO0015116 sulfate transporter activity
at_At2g21540 - GO0008526 phosphatidylinositol transporter activity
at_At4g08620 GO0015116 sulfate transporter activity
at_At5g10180 GO0015116 sulfate transporter activity
at_At5g13550 GO0015116 sulfate transporter activity
Propertest Accuracy: 4/5 (80.00%)
Propertest Frequency class 'GO0008509': 6/2476 (0.24%)
New (unknown) data (1624 items):
at_At1g01630 - GO0005215 transporter activity
at_At1g14820 - GO0005215 transporter activity
at_At1g30690 - GO0005215 transporter activity
at_At1g55840 - GO0005215 transporter activity
at_At1g69340 - GO0005554 molecular_function unknown
at_At1g75370 - GO0005215 transporter activity
at_At3g22410 - GO0005554 molecular_function unknown
at_At3g24840 - GO0005215 transporter activity
at_At4g08690 - GO0005215 transporter activity
at_At4g36490 - GO0005215 transporter activity
at_At5g04780 - GO0005554 molecular_function unknown
at_At5g47730 - GO0005215 transporter activity
GO0005488 binding
at_At1g22180 - GO0005554 molecular_function unknown
at_At1g22530 - GO0005215 transporter activity
at_At1g55690 - GO0005215 transporter activity
at_At1g72150 - GO0005215 transporter activity
at_At1g72160 - GO0005215 transporter activity
at_At1g75170 - GO0005215 transporter activity
at_At2g21520 - GO0005215 transporter activity
at_At3g46450 - GO0005215 transporter activity
at_At4g09160 - GO0005215 transporter activity
at_At5g47510 - GO0005215 transporter activity
at_At5g56160 - GO0005215 transporter activity
at_At2g16380 - GO0005215 transporter activity
at_At2g18180 - GO0005215 transporter activity
at_At3g51670 - GO0005215 transporter activity
at_At4g34580 - GO0005215 transporter activity
at_At4g36640 - GO0005215 transporter activity
at_At5g63060 - GO0005215 transporter activity
------------------
Rule 275
c.111.1 <= 0.0009
c.3.1 > 0.0062
-> class GO0008642 "ubiquitin-like activating enzyme activity"
Evaluation on training data (3178 items):
at_At5g50580 GO0019948 SUMO activating enzyme activity
at_At5g50680 GO0019948 SUMO activating enzyme activity
Training Accuracy: 2/2 (100.00%)
Training Frequency class 'GO0008642': 5/3178 (0.16%)
Evaluation on validation data (1624 items):
at_At2g21470 GO0019948 SUMO activating enzyme activity
at_At2g30110 - GO0004839 ubiquitin activating enzyme activity
GO0004840 ubiquitin conjugating enzyme activity
at_At4g24940 GO0019948 SUMO activating enzyme activity
at_At5g45900 GO0019779 APG8 activating enzyme activity
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0008642': 3/1624 (0.18%)
Evaluation on propertest data (2476 items):
at_At1g05180 GO0008642 ubiquitin-like activating enzyme activity
at_At5g06460 - GO0004839 ubiquitin activating enzyme activity
GO0004840 ubiquitin conjugating enzyme activity
Propertest Accuracy: 1/2 (50.00%)
Propertest Frequency class 'GO0008642': 1/2476 (0.04%)
New (unknown) data (1624 items):
at_At1g05350 - GO0003824 catalytic activity
at_At5g37530 - GO0003824 catalytic activity
at_At3g25880 - GO0005554 molecular_function unknown
at_At5g55130 - GO0008265 Mo-molybdopterin cofactor sulfurase activity
at_At2g32410 - GO0003824 catalytic activity
------------------
Rule 5
b.62 <= 2.3e-23
-> class GO0016859 "cis-trans isomerase activity"
Evaluation on training data (3178 items):
at_At1g01940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g26940 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g74070 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g16600 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At2g21130 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g38730 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g55920 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g56070 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0016018 cyclosporin A binding
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At4g33060 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At4g34870 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At4g34960 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At4g38740 GO0003755 peptidyl-prolyl cis-trans isomerase activity
GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At5g13120 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g35100 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g67530 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0016859': 27/3178 (0.85%)
Evaluation on validation data (1624 items):
at_At2g36130 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g47320 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g66654 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0016859': 8/1624 (0.49%)
Evaluation on propertest data (2476 items):
at_At1g53720 GO0003676 nucleic acid binding
GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At2g29960 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g22920 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At3g62030 GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At5g58710 GO0003755 peptidyl-prolyl cis-trans isomerase activity
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'GO0016859': 11/2476 (0.44%)
New (unknown) data (1624 items):
at_At3g63400 - no entry null
at_At4g32420 - no entry null
at_At2g15790 - GO0042027 cyclophilin-type peptidyl-prolyl cis-trans isomerase activity
at_At3g44600 - no entry null
------------------
Rule 179
d.15.7 <= 0.00018
-> class GO0008320 "protein carrier activity"
Evaluation on training data (3178 items):
at_At1g09580 GO0008320 protein carrier activity
at_At1g26690 GO0008320 protein carrier activity
at_At2g03290 GO0008320 protein carrier activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0008320': 3/3178 (0.09%)
Evaluation on validation data (1624 items):
at_At1g14010 GO0008320 protein carrier activity
at_At1g69460 GO0008320 protein carrier activity
at_At3g29070 GO0008320 protein carrier activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0008320': 4/1624 (0.25%)
Evaluation on propertest data (2476 items):
Propertest Accuracy: 0/0 (0.00%)
Propertest Frequency class 'GO0008320': 0/2476 (0.25%)
New (unknown) data (1624 items):
at_At2g03040 - GO0005554 molecular_function unknown
------------------
Rule 180
a.24.10 <= 1e-20
-> class GO0009927 "histidine phosphotransfer kinase activity"
Evaluation on training data (3178 items):
at_At1g03430 GO0009927 histidine phosphotransfer kinase activity
at_At3g21510 GO0009927 histidine phosphotransfer kinase activity
at_At3g29350 GO0005515 protein binding
GO0009927 histidine phosphotransfer kinase activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0009927': 4/3178 (0.13%)
Evaluation on validation data (1624 items):
at_At3g16360 GO0009927 histidine phosphotransfer kinase activity
at_At5g39340 GO0009927 histidine phosphotransfer kinase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0009927': 3/1624 (0.18%)
Evaluation on propertest data (2476 items):
Propertest Accuracy: 0/0 (0.00%)
Propertest Frequency class 'GO0009927': 0/2476 (0.18%)
New (unknown) data (1624 items):
at_At1g80100 - no entry null
------------------
Rule 1
a.93.1 <= 1.9e-38
-> class GO0016684 "oxidoreductase activity\, acting on peroxide as acceptor"
Evaluation on training data (3178 items):
at_At1g30870 GO0004601 peroxidase activity
at_At1g71695 GO0004601 peroxidase activity
at_At1g77100 GO0004601 peroxidase activity
at_At2g18140 GO0004601 peroxidase activity
at_At2g35380 GO0004601 peroxidase activity
at_At2g38380 GO0004601 peroxidase activity
at_At2g38390 GO0004601 peroxidase activity
at_At2g43480 GO0004601 peroxidase activity
at_At3g09640 GO0016688 L-ascorbate peroxidase activity
at_At3g28200 GO0004601 peroxidase activity
at_At3g49960 GO0004601 peroxidase activity
at_At3g50990 GO0004601 peroxidase activity
at_At4g08770 GO0004601 peroxidase activity
at_At4g08780 GO0004601 peroxidase activity
at_At4g09010 GO0004601 peroxidase activity
at_At4g16270 GO0004601 peroxidase activity
at_At4g17690 GO0004601 peroxidase activity
at_At4g26010 GO0004601 peroxidase activity
at_At4g30170 GO0004601 peroxidase activity
at_At4g35000 GO0016688 L-ascorbate peroxidase activity
at_At4g37530 GO0004601 peroxidase activity
at_At5g05340 GO0004601 peroxidase activity
at_At5g06730 GO0004601 peroxidase activity
at_At5g15180 GO0004601 peroxidase activity
at_At5g17820 GO0004601 peroxidase activity
at_At5g19880 GO0004601 peroxidase activity
at_At5g19890 GO0004601 peroxidase activity
at_At5g24070 GO0004601 peroxidase activity
at_At5g39580 GO0004601 peroxidase activity
at_At5g47000 GO0004601 peroxidase activity
at_At5g51890 GO0004601 peroxidase activity
at_At5g58390 GO0004601 peroxidase activity
at_At5g58400 GO0004601 peroxidase activity
at_At5g66390 GO0004601 peroxidase activity
at_At5g67400 GO0004601 peroxidase activity
Training Accuracy: 35/35 (100.00%)
Training Frequency class 'GO0016684': 39/3178 (1.23%)
Evaluation on validation data (1624 items):
at_At1g34330 GO0004601 peroxidase activity
at_At2g18980 GO0004601 peroxidase activity
at_At2g24800 GO0004601 peroxidase activity
at_At2g34060 GO0004601 peroxidase activity
at_At2g41480 GO0004601 peroxidase activity
at_At3g21770 GO0004601 peroxidase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g08390 GO0016688 L-ascorbate peroxidase activity
at_At4g25980 GO0004601 peroxidase activity
at_At4g31760 GO0004601 peroxidase activity
at_At4g32320 GO0016688 L-ascorbate peroxidase activity
at_At4g33420 GO0004601 peroxidase activity
at_At4g33870 GO0004601 peroxidase activity
at_At4g37520 GO0004601 peroxidase activity
at_At5g06720 GO0004601 peroxidase activity
at_At5g14130 GO0004601 peroxidase activity
at_At5g22410 GO0004601 peroxidase activity
Validation Accuracy: 16/16 (100.00%)
Validation Frequency class 'GO0016684': 20/1624 (1.23%)
Evaluation on propertest data (2476 items):
at_At1g05240 GO0004601 peroxidase activity
at_At1g05250 GO0004601 peroxidase activity
at_At1g05260 GO0004601 peroxidase activity
at_At1g14540 GO0004601 peroxidase activity
at_At1g14550 GO0004601 peroxidase activity
at_At1g24110 GO0004601 peroxidase activity
at_At1g34510 GO0004601 peroxidase activity
at_At1g44970 GO0004601 peroxidase activity
at_At1g49570 GO0004601 peroxidase activity
at_At1g68850 GO0004601 peroxidase activity
at_At1g73680 - GO0016702 oxidoreductase activity\, acting on single donors with incorporation of molecular oxygen\, incorporation of two atoms of oxygen
at_At1g77490 GO0016688 L-ascorbate peroxidase activity
at_At2g18150 GO0004601 peroxidase activity
at_At2g22420 GO0004601 peroxidase activity
at_At2g37130 GO0004601 peroxidase activity
GO0005554 molecular_function unknown
at_At2g39040 GO0004601 peroxidase activity
at_At3g17070 GO0004601 peroxidase activity
at_At3g49110 GO0004601 peroxidase activity
at_At3g49120 GO0004601 peroxidase activity
at_At4g11290 GO0004601 peroxidase activity
at_At4g21960 GO0004601 peroxidase activity
at_At4g35970 GO0004601 peroxidase activity
GO0016688 L-ascorbate peroxidase activity
at_At4g36430 GO0004601 peroxidase activity
at_At5g40150 GO0004601 peroxidase activity
at_At5g42180 GO0004601 peroxidase activity
at_At5g64100 GO0004601 peroxidase activity
at_At5g64110 GO0004601 peroxidase activity
at_At5g64120 GO0004601 peroxidase activity
Propertest Accuracy: 27/28 (96.43%)
Propertest Frequency class 'GO0016684': 33/2476 (1.33%)
New (unknown) data (1624 items):
at_At3g32980 - no entry null
------------------
Rule 26
d.104.1 <= 1.9e-08
-> class GO0016886 "ligase activity\, forming phosphoric ester bonds"
Evaluation on training data (3178 items):
at_At1g17960 GO0004829 threonine-tRNA ligase activity
at_At1g18130 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g13490 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g44740 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g48110 GO0004820 glycine-tRNA ligase activity
at_At4g17300 GO0004816 asparagine-tRNA ligase activity
at_At4g26870 GO0004815 aspartate-tRNA ligase activity
at_At4g31180 GO0004815 aspartate-tRNA ligase activity
GO0005524 ATP binding
at_At4g33760 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Training Accuracy: 9/9 (100.00%)
Training Frequency class 'GO0016886': 18/3178 (0.57%)
Evaluation on validation data (1624 items):
at_At1g29870 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At1g29880 GO0004820 glycine-tRNA ligase activity
at_At1g70980 GO0004816 asparagine-tRNA ligase activity
at_At3g07420 GO0004816 asparagine-tRNA ligase activity
at_At3g11710 GO0004824 lysine-tRNA ligase activity
GO0005524 ATP binding
at_At3g58140 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At3g59410 - GO0004672 protein kinase activity
GO0005524 ATP binding
at_At5g27470 GO0004828 serine-tRNA ligase activity
Validation Accuracy: 7/8 (87.50%)
Validation Frequency class 'GO0016886': 13/1624 (0.80%)
Evaluation on propertest data (2476 items):
at_At1g11870 GO0004828 serine-tRNA ligase activity
at_At3g62120 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g39280 GO0004826 phenylalanine-tRNA ligase activity
GO0005524 ATP binding
at_At5g26830 GO0004829 threonine-tRNA ligase activity
at_At5g52520 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At5g56680 GO0004816 asparagine-tRNA ligase activity
Propertest Accuracy: 6/6 (100.00%)
Propertest Frequency class 'GO0016886': 13/2476 (0.53%)
New (unknown) data (1624 items):
at_At1g68420 - GO0005554 molecular_function unknown
at_At2g25710 - GO0003824 catalytic activity
at_At1g50200 - no entry null
at_At5g22800 - no entry null
at_At1g37150 - GO0003824 catalytic activity
at_At1g72550 - no entry null
at_At3g46100 - no entry null
------------------
Rule 41
a.27.1 <= 1.5e-10
-> class GO0016886 "ligase activity\, forming phosphoric ester bonds"
Evaluation on training data (3178 items):
at_At1g66530 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At3g48110 GO0004820 glycine-tRNA ligase activity
at_At4g04350 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g10320 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0016886': 18/3178 (0.57%)
Evaluation on validation data (1624 items):
at_At1g14610 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g13780 GO0004825 methionine-tRNA ligase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0016886': 13/1624 (0.80%)
Evaluation on propertest data (2476 items):
at_At1g09620 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At3g55400 GO0004812 tRNA ligase activity
GO0005524 ATP binding
at_At4g26300 GO0004814 arginine-tRNA ligase activity
GO0005524 ATP binding
at_At5g49030 GO0004812 tRNA ligase activity
GO0005524 ATP binding
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0016886': 13/2476 (0.53%)
New (unknown) data (1624 items):
at_At1g27160 - GO0005554 molecular_function unknown
------------------
Rule 198
a.116.1 <= 1.4e-22
-> class GO0005096 "GTPase activator activity"
Evaluation on training data (3178 items):
at_At3g11490 GO0030675 Rac GTPase activator activity
at_At4g03100 GO0030675 Rac GTPase activator activity
at_At4g24580 GO0005100 Rho GTPase activator activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0005096': 6/3178 (0.19%)
Evaluation on validation data (1624 items):
at_At2g46710 GO0030675 Rac GTPase activator activity
at_At5g22400 GO0030675 Rac GTPase activator activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0005096': 2/1624 (0.12%)
Evaluation on propertest data (2476 items):
at_At1g08340 GO0030675 Rac GTPase activator activity
at_At2g27440 GO0030675 Rac GTPase activator activity
at_At5g61530 GO0005100 Rho GTPase activator activity
Propertest Accuracy: 3/3 (100.00%)
Propertest Frequency class 'GO0005096': 3/2476 (0.12%)
New (unknown) data (1624 items):
at_At5g12150 - GO0005554 molecular_function unknown
at_At5g19390 - GO0005554 molecular_function unknown
------------------
Rule 33
a.47.2 <= 0.0028
-> class GO0005484 "SNAP receptor activity"
Evaluation on training data (3178 items):
at_At1g11250 GO0005486 t-SNARE activity
at_At1g13890 GO0005484 SNAP receptor activity
at_At4g17730 GO0005486 t-SNARE activity
at_At4g27180 - GO0008017 microtubule binding
at_At5g26980 GO0005486 t-SNARE activity
at_At5g46860 GO0005486 t-SNARE activity
Training Accuracy: 5/6 (83.33%)
Training Frequency class 'GO0005484': 5/3178 (0.16%)
Evaluation on validation data (1624 items):
at_At1g08560 GO0005486 t-SNARE activity
at_At2g18260 GO0005486 t-SNARE activity
at_At3g24350 GO0005486 t-SNARE activity
at_At3g52400 GO0005486 t-SNARE activity
at_At3g56660 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g03330 GO0005486 t-SNARE activity
at_At5g08080 GO0005486 t-SNARE activity
Validation Accuracy: 6/7 (85.71%)
Validation Frequency class 'GO0005484': 6/1624 (0.37%)
Evaluation on propertest data (2476 items):
at_At1g61290 GO0005486 t-SNARE activity
at_At3g11820 GO0005486 t-SNARE activity
at_At5g05760 GO0005486 t-SNARE activity
at_At5g16830 GO0005486 t-SNARE activity
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0005484': 4/2476 (0.16%)
New (unknown) data (1624 items):
at_At1g16240 - no entry null
at_At1g51740 - GO0005554 molecular_function unknown
at_At3g52920 - GO0005554 molecular_function unknown
at_At4g15790 - GO0005554 molecular_function unknown
at_At4g30240 - GO0005554 molecular_function unknown
at_At1g28490 - no entry null
at_At1g32270 - no entry null
at_At1g71150 - GO0005554 molecular_function unknown
at_At1g79590 - no entry null
at_At1g79830 - GO0005554 molecular_function unknown
at_At2g18860 - GO0005554 molecular_function unknown
at_At1g27700 - GO0005554 molecular_function unknown
at_At2g36410 - GO0005554 molecular_function unknown
at_At3g09980 - GO0005554 molecular_function unknown
at_At3g42080 - GO0005554 molecular_function unknown
at_At5g03660 - GO0005554 molecular_function unknown
------------------
Rule 61
b.43.3 <= 0.0025
-> class GO0008135 "translation factor activity\, nucleic acid binding"
Evaluation on training data (3178 items):
at_At1g07920 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
at_At1g56070 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At1g62750 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At1g76720 GO0003743 translation initiation factor activity
at_At2g31060 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At2g45030 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At3g22980 GO0008135 translation factor activity\, nucleic acid binding
at_At4g02930 GO0003746 translation elongation factor activity
at_At4g18330 GO0003743 translation initiation factor activity
at_At4g20360 GO0003746 translation elongation factor activity
at_At5g08650 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g13650 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g39900 GO0003746 translation elongation factor activity
GO0005525 GTP binding
at_At5g60390 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
Training Accuracy: 14/14 (100.00%)
Training Frequency class 'GO0008135': 56/3178 (1.76%)
Evaluation on validation data (1624 items):
at_At1g06220 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At1g17220 GO0003743 translation initiation factor activity
at_At2g27700 GO0008135 translation factor activity\, nucleic acid binding
at_At5g10630 GO0003746 translation elongation factor activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0008135': 20/1624 (1.23%)
Evaluation on propertest data (2476 items):
at_At1g04170 GO0003743 translation initiation factor activity
GO0008135 translation factor activity\, nucleic acid binding
at_At1g07930 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
at_At1g07940 GO0003746 translation elongation factor activity
GO0005516 calmodulin binding
at_At1g21160 GO0003743 translation initiation factor activity
at_At1g76810 GO0008135 translation factor activity\, nucleic acid binding
at_At2g18720 GO0008135 translation factor activity\, nucleic acid binding
at_At5g25230 GO0003746 translation elongation factor activity
GO0008135 translation factor activity\, nucleic acid binding
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'GO0008135': 24/2476 (0.97%)
New (unknown) data (1624 items):
at_At1g43170 - no entry null
at_At1g61580 - GO0003735 structural constituent of ribosome
at_At3g17465 - GO0003735 structural constituent of ribosome
at_At2g43030 - GO0003735 structural constituent of ribosome
------------------
Rule 2
d.20 <= 4.8e-06
-> class GO0004840 "ubiquitin conjugating enzyme activity"
Evaluation on training data (3178 items):
at_At1g17280 GO0004840 ubiquitin conjugating enzyme activity
at_At1g53020 GO0004840 ubiquitin conjugating enzyme activity
at_At1g70660 GO0004840 ubiquitin conjugating enzyme activity
at_At2g16740 GO0004840 ubiquitin conjugating enzyme activity
at_At2g16920 GO0004840 ubiquitin conjugating enzyme activity
at_At2g33770 GO0004840 ubiquitin conjugating enzyme activity
at_At3g08690 GO0004840 ubiquitin conjugating enzyme activity
at_At3g13550 GO0004840 ubiquitin conjugating enzyme activity
at_At3g20060 GO0004840 ubiquitin conjugating enzyme activity
at_At3g55380 GO0004840 ubiquitin conjugating enzyme activity
at_At4g36410 GO0004840 ubiquitin conjugating enzyme activity
at_At4g36800 - GO0008640 ubiquitin-like conjugating enzyme activity
GO0016976 NEDD8 conjugating enzyme activity
at_At5g05080 GO0004840 ubiquitin conjugating enzyme activity
at_At5g42990 GO0004840 ubiquitin conjugating enzyme activity
at_At5g50870 GO0004840 ubiquitin conjugating enzyme activity
at_At5g53300 GO0004840 ubiquitin conjugating enzyme activity
at_At5g56150 GO0004840 ubiquitin conjugating enzyme activity
Training Accuracy: 16/17 (94.12%)
Training Frequency class 'GO0004840': 17/3178 (0.53%)
Evaluation on validation data (1624 items):
at_At1g14400 GO0004840 ubiquitin conjugating enzyme activity
at_At1g45050 GO0004840 ubiquitin conjugating enzyme activity
at_At1g63800 GO0004840 ubiquitin conjugating enzyme activity
at_At1g64230 GO0004840 ubiquitin conjugating enzyme activity
at_At1g75440 GO0004840 ubiquitin conjugating enzyme activity
at_At2g18600 GO0004840 ubiquitin conjugating enzyme activity
GO0008640 ubiquitin-like conjugating enzyme activity
at_At2g46030 GO0004840 ubiquitin conjugating enzyme activity
at_At3g08700 GO0004840 ubiquitin conjugating enzyme activity
at_At5g41340 GO0004840 ubiquitin conjugating enzyme activity
Validation Accuracy: 9/9 (100.00%)
Validation Frequency class 'GO0004840': 10/1624 (0.62%)
Evaluation on propertest data (2476 items):
at_At1g16890 GO0004840 ubiquitin conjugating enzyme activity
at_At1g23260 GO0004840 ubiquitin conjugating enzyme activity
at_At1g36340 GO0004840 ubiquitin conjugating enzyme activity
at_At1g50490 GO0004840 ubiquitin conjugating enzyme activity
at_At1g78870 GO0004840 ubiquitin conjugating enzyme activity
at_At2g02760 GO0004840 ubiquitin conjugating enzyme activity
at_At2g36060 GO0004840 ubiquitin conjugating enzyme activity
at_At3g17000 GO0004840 ubiquitin conjugating enzyme activity
at_At3g46460 GO0004840 ubiquitin conjugating enzyme activity
at_At3g52560 GO0004840 ubiquitin conjugating enzyme activity
at_At3g57870 GO0004840 ubiquitin conjugating enzyme activity
at_At4g27960 GO0004840 ubiquitin conjugating enzyme activity
at_At5g25760 GO0004840 ubiquitin conjugating enzyme activity
at_At5g41700 GO0000211 protein degradation tagging activity
GO0004840 ubiquitin conjugating enzyme activity
at_At5g50430 GO0004840 ubiquitin conjugating enzyme activity
at_At5g59300 GO0000211 protein degradation tagging activity
GO0004840 ubiquitin conjugating enzyme activity
at_At5g62540 GO0004840 ubiquitin conjugating enzyme activity
Propertest Accuracy: 17/17 (100.00%)
Propertest Frequency class 'GO0004840': 18/2476 (0.73%)
New (unknown) data (1624 items):
at_At1g27530 - GO0005554 molecular_function unknown
at_At3g15355 - GO0005554 molecular_function unknown
at_At2g32790 - no entry null
at_At3g12400 - GO0005554 molecular_function unknown
at_At5g13860 - GO0005554 molecular_function unknown
------------------
Rule 106
b.30.5 <= 0.0098
-> class GO0016854 "racemase and epimerase activity"
Evaluation on training data (3178 items):
at_At4g23730 GO0004034 aldose 1-epimerase activity
at_At4g25900 GO0004034 aldose 1-epimerase activity
at_At5g37990 - GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At5g57330 GO0004034 aldose 1-epimerase activity
at_At5g66530 GO0004034 aldose 1-epimerase activity
Training Accuracy: 4/5 (80.00%)
Training Frequency class 'GO0016854': 10/3178 (0.31%)
Evaluation on validation data (1624 items):
at_At3g17940 GO0004034 aldose 1-epimerase activity
at_At3g54440 - GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g61610 GO0004034 aldose 1-epimerase activity
GO0005554 molecular_function unknown
at_At5g15140 GO0004034 aldose 1-epimerase activity
Validation Accuracy: 3/4 (75.00%)
Validation Frequency class 'GO0016854': 6/1624 (0.37%)
Evaluation on propertest data (2476 items):
at_At3g47800 GO0004034 aldose 1-epimerase activity
at_At5g14500 GO0004034 aldose 1-epimerase activity
GO0005554 molecular_function unknown
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'GO0016854': 4/2476 (0.16%)
New (unknown) data (1624 items):
------------------
Rule 229
c.91.1 <= 0.0004
-> class GO0015399 "primary active transporter activity"
Evaluation on training data (3178 items):
at_At1g17840 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g65410 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g67940 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71330 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47750 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47780 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g33460 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61690 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 25/25 (100.00%)
Training Frequency class 'GO0015399': 98/3178 (3.08%)
Evaluation on validation data (1624 items):
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g37870 - GO0004612 phosphoenolpyruvate carboxykinase (ATP) activity
GO0005524 ATP binding
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 7/8 (87.50%)
Validation Frequency class 'GO0015399': 24/1624 (1.48%)
Evaluation on propertest data (2476 items):
at_At1g15210 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g52310 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g23070 - GO0004797 thymidine kinase activity
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g65690 - GO0004612 phosphoenolpyruvate carboxykinase (ATP) activity
GO0005524 ATP binding
Propertest Accuracy: 20/22 (90.91%)
Propertest Frequency class 'GO0015399': 49/2476 (1.98%)
New (unknown) data (1624 items):
at_At2g37010 - GO0005215 transporter activity
------------------
Rule 9
b.82.3 <= 8.5e-08
-> class GO0005516 "calmodulin binding"
Evaluation on training data (3178 items):
at_At1g01340 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g01980 - GO0015385 sodium\:hydrogen antiporter activity
at_At2g24610 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g25600 - GO0005242 inward rectifier potassium channel activity
GO0005267 potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g26650 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g46450 - GO0005216 ion channel activity
GO0030551 cyclic nucleotide binding
at_At3g17700 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_At4g22200 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g37500 - GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g54250 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0008324 cation transporter activity
GO0030551 cyclic nucleotide binding
at_At5g57940 GO0005267 potassium channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Training Accuracy: 7/13 (53.85%)
Training Frequency class 'GO0005516': 50/3178 (1.57%)
Evaluation on validation data (1624 items):
at_At1g15990 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g28260 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46440 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g18290 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g30560 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g14870 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 6/7 (85.71%)
Validation Frequency class 'GO0005516': 23/1624 (1.42%)
Evaluation on propertest data (2476 items):
at_At1g19780 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g23980 GO0005516 calmodulin binding
at_At2g46430 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At3g17690 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g32500 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g32650 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
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_At5g46240 - GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g53130 GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Propertest Accuracy: 6/9 (66.67%)
Propertest Frequency class 'GO0005516': 33/2476 (1.33%)
New (unknown) data (1624 items):
at_At1g01710 - no entry null
at_At4g00510 - no entry null
------------------
Rule 12
b.82.3 <= 8.5e-08
-> class GO0030551 "cyclic nucleotide binding"
Evaluation on training data (3178 items):
at_At1g01340 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g01980 - GO0015385 sodium\:hydrogen antiporter activity
at_At2g24610 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g25600 GO0005242 inward rectifier potassium channel activity
GO0005267 potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g26650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At2g46450 GO0005216 ion channel activity
GO0030551 cyclic nucleotide binding
at_At3g17700 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_At4g22200 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g30360 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g37500 GO0005242 inward rectifier potassium channel activity
GO0015271 outward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g54250 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0008324 cation transporter activity
GO0030551 cyclic nucleotide binding
at_At5g57940 GO0005267 potassium channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'GO0030551': 12/3178 (0.38%)
Evaluation on validation data (1624 items):
at_At1g15990 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g28260 GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g46440 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g01010 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g18290 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g30560 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At5g14870 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'GO0030551': 7/1624 (0.43%)
Evaluation on propertest data (2476 items):
at_At1g19780 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At2g23980 - GO0005516 calmodulin binding
at_At2g46430 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At3g17690 GO0005216 ion channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
at_At4g32500 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At4g32650 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
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_At5g46240 GO0005242 inward rectifier potassium channel activity
GO0030551 cyclic nucleotide binding
at_At5g53130 GO0005242 inward rectifier potassium channel activity
GO0005261 cation channel activity
GO0005516 calmodulin binding
GO0030551 cyclic nucleotide binding
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'GO0030551': 8/2476 (0.32%)
New (unknown) data (1624 items):
at_At1g01710 - no entry null
at_At4g00510 - no entry null
------------------
Rule 199
d.32 <= 5.3e-15
-> class GO0016846 "carbon-sulfur lyase activity"
Evaluation on training data (3178 items):
at_At1g07650 - GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08110 GO0004462 lactoylglutathione lyase activity
GO0005516 calmodulin binding
at_At1g11840 GO0004462 lactoylglutathione lyase activity
at_At1g15380 GO0004462 lactoylglutathione lyase activity
at_At2g28420 GO0004462 lactoylglutathione lyase activity
Training Accuracy: 4/5 (80.00%)
Training Frequency class 'GO0016846': 12/3178 (0.38%)
Evaluation on validation data (1624 items):
at_At1g67280 GO0004462 lactoylglutathione lyase activity
at_At1g80160 GO0004462 lactoylglutathione lyase activity
Validation Accuracy: 2/2 (100.00%)
Validation Frequency class 'GO0016846': 5/1624 (0.31%)
Evaluation on propertest data (2476 items):
at_At1g06570 - GO0003868 4-hydroxyphenylpyruvate dioxygenase activity
at_At2g32090 GO0004462 lactoylglutathione lyase activity
Propertest Accuracy: 1/2 (50.00%)
Propertest Frequency class 'GO0016846': 9/2476 (0.36%)
New (unknown) data (1624 items):
at_At5g57040 - no entry null
at_At5g41650 - no entry null
------------------
Rule 189
d <= 6.6e-05
d.108.1 <= 0.016
g.50 > 0.003
-> class GO0016746 "transferase activity\, transferring acyl groups"
Evaluation on training data (3178 items):
at_At1g03150 GO0008080 N-acetyltransferase activity
at_At1g24040 GO0008080 N-acetyltransferase activity
at_At1g72030 GO0008080 N-acetyltransferase activity
at_At2g38130 GO0008080 N-acetyltransferase activity
at_At4g37580 GO0008080 N-acetyltransferase activity
at_At4g37670 GO0004042 amino-acid N-acetyltransferase activity
at_At5g11340 GO0008080 N-acetyltransferase activity
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0016746': 40/3178 (1.26%)
Evaluation on validation data (1624 items):
at_At2g22910 GO0004042 amino-acid N-acetyltransferase activity
at_At2g44170 GO0004379 glycylpeptide N-tetradecanoyltransferase activity
at_At3g54610 GO0004402 histone acetyltransferase activity
at_At4g28030 GO0008080 N-acetyltransferase activity
at_At5g67430 GO0008080 N-acetyltransferase activity
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0016746': 23/1624 (1.42%)
Evaluation on propertest data (2476 items):
at_At1g03650 GO0008080 N-acetyltransferase activity
at_At1g26220 GO0008080 N-acetyltransferase activity
at_At1g32070 GO0008080 N-acetyltransferase activity
at_At2g23060 GO0008080 N-acetyltransferase activity
at_At2g30090 GO0008080 N-acetyltransferase activity
at_At2g32020 GO0008080 N-acetyltransferase activity
at_At2g32030 GO0008080 N-acetyltransferase activity
at_At2g39020 GO0008080 N-acetyltransferase activity
at_At2g39030 GO0008080 N-acetyltransferase activity
at_At3g22560 GO0008080 N-acetyltransferase activity
at_At3g50890 - GO0003700 transcription factor activity
at_At5g13780 GO0008080 N-acetyltransferase activity
at_At5g15770 GO0008080 N-acetyltransferase activity
at_At5g16800 GO0008080 N-acetyltransferase activity
at_At5g57020 GO0019107 myristoyltransferase activity
Propertest Accuracy: 14/15 (93.33%)
Propertest Frequency class 'GO0016746': 45/2476 (1.82%)
New (unknown) data (1624 items):
at_At2g41450 - no entry null
at_At2g23390 - GO0005554 molecular_function unknown
at_At2g27980 - GO0005554 molecular_function unknown
at_At4g31400 - GO0005554 molecular_function unknown
at_At5g50320 - GO0005554 molecular_function unknown
at_At5g56740 - no entry null
------------------
Rule 46
c.95.1 <= 2.4e-10
-> class GO0016746 "transferase activity\, transferring acyl groups"
Evaluation on training data (3178 items):
at_At1g08930 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g19440 GO0008415 acyltransferase activity
at_At1g68530 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At1g74960 GO0004312 fatty-acid synthase activity
GO0004315 3-oxoacyl-[acyl-carrier protein] synthase activity
at_At2g15090 GO0008415 acyltransferase activity
at_At2g16280 GO0008415 acyltransferase activity
at_At2g33150 GO0003988 acetyl-CoA C-acyltransferase activity
at_At2g46720 GO0008415 acyltransferase activity
at_At3g10280 GO0008415 acyltransferase activity
at_At3g52160 GO0008415 acyltransferase activity
at_At4g34250 GO0008415 acyltransferase activity
at_At4g34520 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At5g13930 GO0016210 naringenin-chalcone synthase activity
at_At5g27360 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g46290 GO0004312 fatty-acid synthase activity
at_At5g47720 GO0003985 acetyl-CoA C-acetyltransferase activity
at_At5g49070 GO0008415 acyltransferase activity
Training Accuracy: 15/17 (88.24%)
Training Frequency class 'GO0016746': 40/3178 (1.26%)
Evaluation on validation data (1624 items):
at_At1g04220 GO0008415 acyltransferase activity
at_At1g04710 GO0003988 acetyl-CoA C-acyltransferase activity
at_At1g07720 GO0008415 acyltransferase activity
at_At1g25450 GO0008415 acyltransferase activity
at_At2g04540 GO0004312 fatty-acid synthase activity
at_At2g26640 GO0008415 acyltransferase activity
at_At2g48020 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At4g34510 GO0008415 acyltransferase activity
at_At5g27350 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g48880 GO0003988 acetyl-CoA C-acyltransferase activity
Validation Accuracy: 8/10 (80.00%)
Validation Frequency class 'GO0016746': 23/1624 (1.42%)
Evaluation on propertest data (2476 items):
at_At1g01120 GO0008415 acyltransferase activity
GO0009922 fatty acid elongase activity
at_At1g08920 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At1g62640 GO0004315 3-oxoacyl-[acyl-carrier protein] synthase activity
at_At1g71160 GO0008415 acyltransferase activity
at_At2g26250 GO0008415 acyltransferase activity
at_At2g28630 GO0008415 acyltransferase activity
at_At4g11820 GO0004421 hydroxymethylglutaryl-CoA synthase activity
at_At5g04530 GO0008415 acyltransferase activity
at_At5g43760 GO0008415 acyltransferase activity
at_At5g48230 GO0003985 acetyl-CoA C-acetyltransferase activity
Propertest Accuracy: 9/10 (90.00%)
Propertest Frequency class 'GO0016746': 45/2476 (1.82%)
New (unknown) data (1624 items):
at_At4g00040 - GO0005554 molecular_function unknown
at_At1g02050 - GO0005554 molecular_function unknown
at_At1g08900 - GO0015144 carbohydrate transporter activity
at_At4g34850 - GO0005554 molecular_function unknown
------------------
Rule 59
d.145.1 <= 1.00053e-42
d.58.32 > 8.3e-38
d.87.2 > 1.4e-11
-> class GO0009055 "electron carrier activity"
Evaluation on training data (3178 items):
at_At1g26380 GO0009055 electron carrier activity
at_At1g26400 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_At3g47930 - GO0016633 galactonolactone dehydrogenase activity
at_At4g20840 GO0009055 electron carrier activity
at_At4g20860 GO0009055 electron carrier activity
at_At5g44380 GO0009055 electron carrier activity
at_At5g44410 GO0009055 electron carrier activity
Training Accuracy: 12/13 (92.31%)
Training Frequency class 'GO0009055': 22/3178 (0.69%)
Evaluation on validation data (1624 items):
at_At1g01980 GO0009055 electron carrier activity
at_At1g30760 GO0009055 electron carrier activity
at_At4g20820 GO0009055 electron carrier activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0009055': 10/1624 (0.62%)
Evaluation on propertest data (2476 items):
at_At1g11770 GO0009055 electron carrier activity
at_At1g26390 GO0009055 electron carrier activity
at_At1g30720 GO0009055 electron carrier activity
at_At1g30740 GO0009055 electron carrier activity
at_At2g19500 - GO0004041 amine oxidase (flavin-containing) activity
GO0046420 cytokinin oxidase activity
at_At2g34810 GO0009055 electron carrier activity
at_At2g41510 - GO0046420 cytokinin oxidase activity
at_At4g20830 GO0009055 electron carrier activity
at_At5g44360 GO0009055 electron carrier activity
at_At5g44390 GO0009055 electron carrier activity
at_At5g44400 GO0009055 electron carrier activity
at_At5g44440 GO0009055 electron carrier activity
at_At5g56970 - GO0004041 amine oxidase (flavin-containing) activity
GO0046420 cytokinin oxidase activity
Propertest Accuracy: 10/13 (76.92%)
Propertest Frequency class 'GO0009055': 23/2476 (0.93%)
New (unknown) data (1624 items):
at_At2g46740 - GO0005554 molecular_function unknown
at_At4g20800 - GO0005554 molecular_function unknown
at_At5g56490 - GO0005554 molecular_function unknown
------------------
Rule 128
a.39.1 <= 0.00087
c > 0.02
d.144 > 7.3e-09
-> class GO0005509 "calcium ion binding"
Evaluation on training data (3178 items):
at_At1g03960 GO0005509 calcium ion binding
at_At1g12310 GO0005509 calcium ion binding
at_At1g18210 GO0005509 calcium ion binding
at_At1g18530 GO0005509 calcium ion binding
at_At1g21630 GO0005509 calcium ion binding
at_At1g24620 GO0005509 calcium ion binding
at_At1g54530 GO0005509 calcium ion binding
at_At1g62820 GO0005509 calcium ion binding
at_At1g64850 GO0005509 calcium ion binding
at_At1g73630 GO0005509 calcium ion binding
at_At1g76640 GO0005509 calcium ion binding
at_At1g76650 GO0005509 calcium ion binding
at_At2g15680 GO0005509 calcium ion binding
at_At2g27030 GO0005509 calcium ion binding
at_At2g27480 GO0005509 calcium ion binding
at_At2g35800 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_At2g46600 GO0005509 calcium ion binding
at_At3g10190 GO0005509 calcium ion binding
at_At3g18430 GO0005509 calcium ion binding
at_At3g24110 GO0005509 calcium ion binding
at_At3g47480 GO0005509 calcium ion binding
at_At3g50360 GO0005509 calcium ion binding
at_At4g01420 GO0005509 calcium ion binding
at_At4g13440 GO0005509 calcium ion binding
at_At4g14640 GO0005509 calcium ion binding
at_At4g25970 - GO0004609 phosphatidylserine decarboxylase activity
at_At4g26560 GO0005509 calcium ion binding
at_At4g26570 GO0005509 calcium ion binding
at_At4g26740 GO0005509 calcium ion binding
at_At4g27280 GO0005509 calcium ion binding
at_At4g27790 GO0005509 calcium ion binding
at_At4g32060 GO0005509 calcium ion binding
at_At4g37010 GO0005509 calcium ion binding
at_At5g07320 GO0005509 calcium ion binding
at_At5g08580 GO0005509 calcium ion binding
at_At5g17470 GO0005509 calcium ion binding
at_At5g18580 - GO0030359 protein phosphatase type 2B regulator activity
at_At5g37780 GO0005509 calcium ion binding
at_At5g46360 GO0005509 calcium ion binding
GO0015271 outward rectifier potassium channel activity
at_At5g46370 GO0005509 calcium ion binding
GO0015271 outward rectifier potassium channel activity
at_At5g49480 GO0005509 calcium ion binding
at_At5g54130 GO0005509 calcium ion binding
at_At5g55990 GO0005509 calcium ion binding
Training Accuracy: 45/47 (95.74%)
Training Frequency class 'GO0005509': 56/3178 (1.76%)
Evaluation on validation data (1624 items):
at_At1g05150 GO0005509 calcium ion binding
at_At1g05990 GO0005509 calcium ion binding
at_At1g20760 GO0005509 calcium ion binding
at_At1g21550 GO0005509 calcium ion binding
at_At1g54450 GO0005509 calcium ion binding
at_At1g64480 GO0005509 calcium ion binding
at_At1g70670 GO0005509 calcium ion binding
at_At2g32450 GO0005509 calcium ion binding
at_At2g34030 GO0005509 calcium ion binding
at_At2g40540 - GO0015079 potassium ion transporter activity
at_At2g44310 GO0005509 calcium ion binding
at_At3g25600 GO0005509 calcium ion binding
at_At3g59450 GO0005509 calcium ion binding
at_At4g03290 GO0005509 calcium ion binding
at_At4g16350 GO0005509 calcium ion binding
at_At5g04170 GO0005509 calcium ion binding
at_At5g17480 GO0005509 calcium ion binding
at_At5g24270 GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
at_At5g28850 GO0005509 calcium ion binding
at_At5g42380 GO0005509 calcium ion binding
at_At5g44090 GO0005509 calcium ion binding
at_At5g47100 GO0005509 calcium ion binding
at_At5g51050 GO0005509 calcium ion binding
at_At5g55240 GO0005509 calcium ion binding
at_At5g61810 GO0005509 calcium ion binding
Validation Accuracy: 24/25 (96.00%)
Validation Frequency class 'GO0005509': 28/1624 (1.72%)
Evaluation on propertest data (2476 items):
at_At1g23240 GO0005509 calcium ion binding
GO0016298 lipase activity
at_At1g29020 GO0005509 calcium ion binding
at_At1g32250 GO0005509 calcium ion binding
at_At1g66400 GO0005509 calcium ion binding
at_At1g66410 GO0005509 calcium ion binding
at_At1g70680 GO0005509 calcium ion binding
at_At2g33380 GO0005509 calcium ion binding
at_At2g34020 GO0005509 calcium ion binding
at_At2g41090 GO0005509 calcium ion binding
at_At2g43290 GO0005509 calcium ion binding
at_At3g07490 GO0005509 calcium ion binding
at_At3g10300 GO0005509 calcium ion binding
at_At3g22930 GO0005509 calcium ion binding
at_At3g29000 GO0005509 calcium ion binding
at_At3g43810 GO0005509 calcium ion binding
at_At3g50770 GO0005509 calcium ion binding
at_At3g51920 GO0005509 calcium ion binding
at_At3g56800 GO0005509 calcium ion binding
at_At3g56940 - GO0003677 DNA binding
GO0005507 copper ion binding
at_At3g59440 GO0005509 calcium ion binding
at_At4g03560 - GO0005245 voltage-gated calcium channel activity
GO0005262 calcium channel activity
GO0010173 depolarization-activated voltage-gated calcium channel activity
at_At4g12860 GO0005509 calcium ion binding
at_At4g17615 GO0005509 calcium ion binding
at_At4g18160 - GO0015271 outward rectifier potassium channel activity
at_At4g20780 GO0005509 calcium ion binding
at_At4g26470 GO0005509 calcium ion binding
at_At4g26700 - GO0003779 actin binding
at_At4g33000 GO0005509 calcium ion binding
at_At4g38810 GO0005509 calcium ion binding
at_At5g14880 - GO0015079 potassium ion transporter activity
at_At5g28830 GO0005509 calcium ion binding
at_At5g28900 GO0005509 calcium ion binding
at_At5g37770 GO0005509 calcium ion binding
at_At5g39670 GO0005509 calcium ion binding
at_At5g44460 GO0005509 calcium ion binding
at_At5g54490 GO0005509 calcium ion binding
GO0005515 protein binding
at_At5g55630 - GO0015269 calcium-activated potassium channel activity
GO0015271 outward rectifier potassium channel activity
at_At5g57190 - GO0004609 phosphatidylserine decarboxylase activity
Propertest Accuracy: 31/38 (81.58%)
Propertest Frequency class 'GO0005509': 40/2476 (1.62%)
New (unknown) data (1624 items):
at_At1g02270 - no entry null
at_At1g53210 - no entry null
at_At1g73440 - GO0005554 molecular_function unknown
at_At2g03150 - no entry null
at_At2g45670 - GO0005554 molecular_function unknown
at_At3g12760 - GO0005554 molecular_function unknown
at_At3g59820 - GO0005554 molecular_function unknown
at_At4g34070 - GO0005554 molecular_function unknown
at_At5g06260 - GO0005554 molecular_function unknown
at_At2g41200 - GO0005554 molecular_function unknown
at_At3g17470 - no entry null
at_At4g00140 - GO0005554 molecular_function unknown
at_At5g48460 - GO0005554 molecular_function unknown
at_At5g55400 - GO0005554 molecular_function unknown
at_At1g15860 - GO0005554 molecular_function unknown
at_At2g04750 - GO0005554 molecular_function unknown
at_At5g17180 - GO0005554 molecular_function unknown
at_At5g35700 - GO0005554 molecular_function unknown
------------------
Rule 24
a.45.1 > 1e-06
c.26.2 > 0.0096
c.47.1 <= 2e-08
-> class GO0015036 "disulfide oxidoreductase activity"
Evaluation on training data (3178 items):
at_At1g03020 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g03850 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g04980 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g06830 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g07700 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g07960 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g15020 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g21750 GO0003756 protein disulfide isomerase activity
at_At1g28480 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g43560 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g63460 - GO0004602 glutathione peroxidase activity
at_At1g76760 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g01270 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g15570 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g20270 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g30540 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g33270 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47470 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g47880 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g16110 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g20560 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g53220 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g54960 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g03520 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g11600 - GO0004602 glutathione peroxidase activity
at_At4g15700 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g28730 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g37200 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g04260 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g06470 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g20500 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g39950 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g40370 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g42980 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g60640 GO0030508 thiol-disulfide exchange intermediate activity
Training Accuracy: 34/36 (94.44%)
Training Frequency class 'GO0015036': 37/3178 (1.16%)
Evaluation on validation data (1624 items):
at_At1g19730 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At1g52260 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g59730 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g43350 - GO0004602 glutathione peroxidase activity
at_At2g47870 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At2g48150 - GO0004602 glutathione peroxidase activity
at_At3g08710 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g51030 GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g62950 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g63080 - GO0004602 glutathione peroxidase activity
at_At4g15660 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At4g15690 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g06690 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g11930 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g16400 GO0030508 thiol-disulfide exchange intermediate activity
at_At5g18600 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g63030 GO0008794 arsenate reductase (glutaredoxin) activity
GO0030508 thiol-disulfide exchange intermediate activity
Validation Accuracy: 14/17 (82.35%)
Validation Frequency class 'GO0015036': 17/1624 (1.05%)
Evaluation on propertest data (2476 items):
at_At1g03680 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g08570 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g11530 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g31020 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g48130 - GO0008379 thioredoxin peroxidase activity
GO0016209 antioxidant activity
at_At1g50320 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g69880 GO0030508 thiol-disulfide exchange intermediate activity
at_At1g77510 GO0003756 protein disulfide isomerase activity
at_At2g25080 - GO0004602 glutathione peroxidase activity
at_At2g31570 - GO0004602 glutathione peroxidase activity
at_At2g32920 GO0003756 protein disulfide isomerase activity
GO0005489 electron transporter activity
at_At2g35010 GO0030508 thiol-disulfide exchange intermediate activity
at_At2g38270 - GO0005554 molecular_function unknown
GO0015297 antiporter activity
at_At2g41680 - GO0004791 thioredoxin-disulfide reductase activity
at_At3g06730 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g15360 GO0030508 thiol-disulfide exchange intermediate activity
at_At3g17880 GO0003754 chaperone activity
GO0016671 oxidoreductase activity\, acting on sulfur group of donors\, disulfide as acceptor
GO0030508 thiol-disulfide exchange intermediate activity
at_At3g56420 GO0030508 thiol-disulfide exchange intermediate activity
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_At4g02580 - GO0008137 NADH dehydrogenase (ubiquinone) activity
at_At4g12170 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
at_At4g26160 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g29670 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g31870 - GO0004602 glutathione peroxidase activity
at_At4g32580 GO0030508 thiol-disulfide exchange intermediate activity
at_At4g33040 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g14070 GO0005489 electron transporter activity
GO0030508 thiol-disulfide exchange intermediate activity
at_At5g61440 GO0030508 thiol-disulfide exchange intermediate activity
Propertest Accuracy: 24/31 (77.42%)
Propertest Frequency class 'GO0015036': 29/2476 (1.17%)
New (unknown) data (1624 items):
at_At1g34780 - GO0005554 molecular_function unknown
at_At1g52990 - no entry null
at_At1g53300 - GO0005554 molecular_function unknown
at_At1g56500 - GO0016787 hydrolase activity
at_At1g64500 - no entry null
at_At1g76020 - GO0005554 molecular_function unknown
at_At2g40790 - no entry null
at_At2g41330 - no entry null
at_At2g42580 - no entry null
at_At3g08950 - GO0005554 molecular_function unknown
at_At3g24730 - GO0003824 catalytic activity
at_At3g54900 - no entry null
at_At4g03200 - GO0005554 molecular_function unknown
at_At4g10000 - GO0005554 molecular_function unknown
at_At4g27080 - no entry null
at_At4g39740 - GO0005554 molecular_function unknown
at_At5g01420 - no entry null
at_At5g06290 - GO0016209 antioxidant activity
at_At5g42850 - GO0005554 molecular_function unknown
at_At5g57230 - GO0005554 molecular_function unknown
at_At5g58530 - no entry null
at_At5g65840 - GO0005554 molecular_function unknown
at_At1g32760 - GO0005489 electron transporter activity
at_At1g48300 - GO0005554 molecular_function unknown
at_At1g60740 - GO0016209 antioxidant activity
at_At1g65970 - GO0016209 antioxidant activity
at_At1g65990 - no entry null
at_At2g37240 - GO0005554 molecular_function unknown
at_At3g11630 - GO0016209 antioxidant activity
at_At3g17670 - GO0005554 molecular_function unknown
at_At3g25580 - GO0005554 molecular_function unknown
at_At3g52960 - GO0016209 antioxidant activity
at_At4g04950 - no entry null
at_At4g08550 - GO0005554 molecular_function unknown
at_At4g08930 - GO0005554 molecular_function unknown
at_At4g10630 - no entry null
at_At4g26620 - GO0005554 molecular_function unknown
at_At5g03870 - GO0005554 molecular_function unknown
at_At5g06430 - GO0005554 molecular_function unknown
at_At5g08290 - GO0003824 catalytic activity
at_At5g11640 - GO0005554 molecular_function unknown
at_At5g13810 - GO0005554 molecular_function unknown
at_At5g14240 - GO0005554 molecular_function unknown
at_At5g38900 - GO0005554 molecular_function unknown
at_At5g40510 - GO0005554 molecular_function unknown
at_At5g55900 - GO0005554 molecular_function unknown
at_At5g66410 - GO0005554 molecular_function unknown
at_At1g21350 - GO0005554 molecular_function unknown
at_At1g60420 - GO0005554 molecular_function unknown
at_At1g65980 - GO0016209 antioxidant activity
at_At2g18990 - GO0005554 molecular_function unknown
at_At3g11920 - GO0005554 molecular_function unknown
at_At3g15660 - GO0005554 molecular_function unknown
at_At3g26060 - GO0016209 antioxidant activity
at_At3g27570 - GO0005554 molecular_function unknown
at_At3g28850 - no entry null
at_At3g50960 - GO0005554 molecular_function unknown
at_At3g57070 - no entry null
at_At4g31240 - GO0005554 molecular_function unknown
at_At5g03880 - GO0005554 molecular_function unknown
at_At5g18120 - GO0005554 molecular_function unknown
------------------
Rule 16
c.25.1 <= 2.8e-09
-> class GO0016651 "oxidoreductase activity\, acting on NADH or NADPH"
Evaluation on training data (3178 items):
at_At1g01580 - GO0000293 ferric-chelate reductase activity
at_At1g19230 GO0016175 superoxide-generating NADPH oxidase activity
at_At1g37130 GO0008940 nitrate reductase activity
GO0009703 nitrate reductase (NADH) activity
at_At1g77760 - GO0008940 nitrate reductase activity
at_At4g30210 GO0003958 NADPH-hemoprotein reductase activity
at_At5g17770 GO0004128 cytochrome-b5 reductase activity
at_At5g20080 GO0004128 cytochrome-b5 reductase activity
at_At5g23980 - GO0000293 ferric-chelate reductase activity
at_At5g51060 GO0016175 superoxide-generating NADPH oxidase activity
at_At5g60010 GO0016175 superoxide-generating NADPH oxidase activity
Training Accuracy: 7/10 (70.00%)
Training Frequency class 'GO0016651': 24/3178 (0.76%)
Evaluation on validation data (1624 items):
at_At1g01590 GO0000293 ferric-chelate reductase activity
GO0008137 NADH dehydrogenase (ubiquinone) activity
at_At1g09090 GO0016175 superoxide-generating NADPH oxidase activity
at_At1g64060 GO0016175 superoxide-generating NADPH oxidase activity
at_At5g07390 GO0016175 superoxide-generating NADPH oxidase activity
at_At5g47910 GO0016175 superoxide-generating NADPH oxidase activity
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0016651': 17/1624 (1.05%)
Evaluation on propertest data (2476 items):
at_At1g23020 - GO0000293 ferric-chelate reductase activity
at_At4g11230 GO0016175 superoxide-generating NADPH oxidase activity
at_At4g24520 GO0003958 NADPH-hemoprotein reductase activity
at_At4g25090 GO0016175 superoxide-generating NADPH oxidase activity
at_At5g23990 - GO0000293 ferric-chelate reductase activity
Propertest Accuracy: 3/5 (60.00%)
Propertest Frequency class 'GO0016651': 22/2476 (0.89%)
New (unknown) data (1624 items):
at_At1g20020 - GO0016491 oxidoreductase activity
at_At4g05390 - GO0016491 oxidoreductase activity
at_At5g49730 - GO0016491 oxidoreductase activity
at_At1g15140 - GO0016491 oxidoreductase activity
at_At5g66190 - GO0016491 oxidoreductase activity
at_At1g30510 - GO0016491 oxidoreductase activity
at_At5g49740 - GO0016491 oxidoreductase activity
at_At5g50160 - GO0016491 oxidoreductase activity
------------------
Rule 87
c.23.10 <= 4.4e-08
-> class GO0016788 "hydrolase activity\, acting on ester bonds"
Evaluation on training data (3178 items):
at_At1g06990 GO0016789 carboxylic ester hydrolase activity
at_At1g09390 GO0016789 carboxylic ester hydrolase activity
at_At1g20120 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g23500 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28590 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_At1g56670 GO0016789 carboxylic ester hydrolase activity
at_At1g58430 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_At2g30310 GO0016789 carboxylic ester hydrolase activity
at_At2g31540 GO0016789 carboxylic ester hydrolase activity
at_At2g38180 GO0016789 carboxylic ester hydrolase activity
at_At2g40250 GO0016789 carboxylic ester hydrolase activity
at_At3g11210 GO0016789 carboxylic ester hydrolase activity
at_At3g14820 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At3g27950 GO0016789 carboxylic ester hydrolase activity
at_At3g43550 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At3g43570 GO0016298 lipase activity
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_At5g03980 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
at_At5g40990 GO0016789 carboxylic ester hydrolase activity
at_At5g41890 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g45670 GO0016789 carboxylic ester hydrolase activity
at_At5g45950 GO0016789 carboxylic ester hydrolase activity
at_At5g45960 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g55050 GO0016789 carboxylic ester hydrolase activity
Training Accuracy: 45/45 (100.00%)
Training Frequency class 'GO0016788': 258/3178 (8.12%)
Evaluation on validation data (1624 items):
at_At1g28580 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28650 GO0016789 carboxylic ester hydrolase activity
at_At1g28660 GO0016789 carboxylic ester hydrolase activity
at_At1g54010 GO0016789 carboxylic ester hydrolase activity
at_At1g67830 GO0016789 carboxylic ester hydrolase activity
at_At1g73610 GO0016789 carboxylic ester hydrolase activity
at_At1g74460 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_At2g03980 GO0016789 carboxylic ester hydrolase activity
at_At2g04020 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At2g23540 GO0016789 carboxylic ester hydrolase activity
at_At2g27360 GO0016789 carboxylic ester hydrolase activity
at_At2g31550 GO0016789 carboxylic ester hydrolase activity
at_At3g09930 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At3g14220 GO0016789 carboxylic ester hydrolase activity
at_At4g01130 GO0016789 carboxylic ester hydrolase activity
at_At4g26790 GO0016789 carboxylic ester hydrolase activity
at_At5g03600 GO0016789 carboxylic ester hydrolase activity
at_At5g03820 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g42170 GO0016789 carboxylic ester hydrolase activity
at_At5g45910 GO0016789 carboxylic ester hydrolase activity
at_At5g45920 GO0016789 carboxylic ester hydrolase activity
at_At5g62930 GO0016789 carboxylic ester hydrolase activity
Validation Accuracy: 24/24 (100.00%)
Validation Frequency class 'GO0016788': 138/1624 (8.50%)
Evaluation on propertest data (2476 items):
at_At1g28570 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28640 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g28670 GO0016789 carboxylic ester hydrolase activity
at_At1g29660 GO0016789 carboxylic ester hydrolase activity
at_At1g29670 GO0016789 carboxylic ester hydrolase activity
at_At1g31550 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g53990 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At1g58480 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
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_At2g42990 GO0016789 carboxylic ester hydrolase activity
at_At3g14210 GO0016789 carboxylic ester hydrolase activity
at_At3g14225 GO0016789 carboxylic ester hydrolase activity
at_At3g16370 GO0016789 carboxylic ester hydrolase activity
at_At3g26430 GO0016789 carboxylic ester hydrolase activity
at_At3g53100 GO0016789 carboxylic ester hydrolase activity
at_At3g62280 GO0016789 carboxylic ester hydrolase activity
at_At4g10950 GO0016789 carboxylic ester hydrolase activity
at_At4g16230 GO0016789 carboxylic ester hydrolase activity
at_At4g18970 GO0016789 carboxylic ester hydrolase activity
at_At5g03610 GO0016789 carboxylic ester hydrolase activity
at_At5g03810 GO0016789 carboxylic ester hydrolase activity
at_At5g08460 GO0016789 carboxylic ester hydrolase activity
at_At5g18430 GO0016789 carboxylic ester hydrolase activity
at_At5g22810 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g63170 GO0016298 lipase activity
GO0016789 carboxylic ester hydrolase activity
Propertest Accuracy: 27/27 (100.00%)
Propertest Frequency class 'GO0016788': 207/2476 (8.36%)
New (unknown) data (1624 items):
at_At5g37690 - no entry null
at_At2g19060 - no entry null
at_At1g20130 - no entry null
at_At2g19010 - no entry null
at_At2g19050 - no entry null
------------------
Rule 89
d.159 <= 5.2e-19
-> class GO0016788 "hydrolase activity\, acting on ester bonds"
Evaluation on training data (3178 items):
at_At1g08420 GO0004722 protein serine/threonine phosphatase activity
at_At1g13900 GO0004722 protein serine/threonine phosphatase activity
at_At1g14700 GO0004722 protein serine/threonine phosphatase activity
at_At1g59830 GO0000158 protein phosphatase type 2A activity
GO0004722 protein serine/threonine phosphatase activity
at_At1g64040 GO0000163 protein phosphatase type 1 activity
at_At2g01890 GO0003993 acid phosphatase activity
GO0004722 protein serine/threonine phosphatase activity
at_At2g27190 GO0004722 protein serine/threonine phosphatase activity
at_At2g39840 GO0000163 protein phosphatase type 1 activity
at_At2g46880 GO0004722 protein serine/threonine phosphatase activity
at_At3g09960 GO0004722 protein serine/threonine phosphatase activity
at_At3g17790 GO0004722 protein serine/threonine phosphatase activity
GO0016791 phosphoric monoester hydrolase activity
at_At3g46120 GO0004722 protein serine/threonine phosphatase activity
at_At3g46820 GO0000163 protein phosphatase type 1 activity
at_At3g52810 GO0004722 protein serine/threonine phosphatase activity
at_At3g58500 GO0000158 protein phosphatase type 2A activity
at_At4g03080 GO0004722 protein serine/threonine phosphatase activity
at_At4g13700 GO0004722 protein serine/threonine phosphatase activity
at_At4g24730 GO0004722 protein serine/threonine phosphatase activity
at_At4g36350 GO0004722 protein serine/threonine phosphatase activity
at_At5g10900 GO0004722 protein serine/threonine phosphatase activity
at_At5g27840 GO0000163 protein phosphatase type 1 activity
at_At5g34850 GO0004722 protein serine/threonine phosphatase activity
Training Accuracy: 22/22 (100.00%)
Training Frequency class 'GO0016788': 258/3178 (8.12%)
Evaluation on validation data (1624 items):
at_At1g13750 GO0004722 protein serine/threonine phosphatase activity
at_At1g25230 GO0004722 protein serine/threonine phosphatase activity
at_At1g53710 GO0004722 protein serine/threonine phosphatase activity
at_At1g69960 GO0000158 protein phosphatase type 2A activity
at_At2g01880 GO0004722 protein serine/threonine phosphatase activity
at_At2g03450 GO0004722 protein serine/threonine phosphatase activity
at_At2g42500 GO0000158 protein phosphatase type 2A activity
GO0004722 protein serine/threonine phosphatase activity
at_At2g42810 GO0004722 protein serine/threonine phosphatase activity
at_At3g20500 GO0004722 protein serine/threonine phosphatase activity
at_At3g47810 GO0004722 protein serine/threonine phosphatase activity
at_At3g52780 GO0004722 protein serine/threonine phosphatase activity
at_At3g52820 GO0004722 protein serine/threonine phosphatase activity
at_At4g26720 GO0004722 protein serine/threonine phosphatase activity
at_At4g31770 GO0004722 protein serine/threonine phosphatase activity
at_At5g50400 GO0004722 protein serine/threonine phosphatase activity
Validation Accuracy: 15/15 (100.00%)
Validation Frequency class 'GO0016788': 138/1624 (8.50%)
Evaluation on propertest data (2476 items):
at_At1g07010 GO0004722 protein serine/threonine phosphatase activity
at_At1g10430 GO0000158 protein phosphatase type 2A activity
at_At1g18480 GO0004722 protein serine/threonine phosphatase activity
at_At1g48120 GO0004722 protein serine/threonine phosphatase activity
at_At1g50370 GO0004722 protein serine/threonine phosphatase activity
at_At1g52940 GO0004722 protein serine/threonine phosphatase activity
at_At1g56360 GO0004722 protein serine/threonine phosphatase activity
at_At2g16430 GO0004722 protein serine/threonine phosphatase activity
at_At2g18130 GO0004722 protein serine/threonine phosphatase activity
at_At2g29400 GO0000163 protein phosphatase type 1 activity
at_At2g32770 GO0003993 acid phosphatase activity
at_At3g07130 GO0004722 protein serine/threonine phosphatase activity
at_At3g10150 GO0004722 protein serine/threonine phosphatase activity
at_At3g19980 GO0004674 protein serine/threonine kinase activity
GO0004722 protein serine/threonine phosphatase activity
GO0005515 protein binding
at_At4g11240 GO0000163 protein phosphatase type 1 activity
at_At4g24890 GO0004722 protein serine/threonine phosphatase activity
at_At5g43380 GO0000163 protein phosphatase type 1 activity
at_At5g54260 GO0004722 protein serine/threonine phosphatase activity
at_At5g55260 GO0004722 protein serine/threonine phosphatase activity
at_At5g57140 GO0004722 protein serine/threonine phosphatase activity
at_At5g59160 GO0000163 protein phosphatase type 1 activity
GO0004722 protein serine/threonine phosphatase activity
at_At5g63140 GO0004722 protein serine/threonine phosphatase activity
at_At5g63870 GO0004722 protein serine/threonine phosphatase activity
Propertest Accuracy: 23/23 (100.00%)
Propertest Frequency class 'GO0016788': 207/2476 (8.36%)
New (unknown) data (1624 items):
at_At2g27210 - no entry null
------------------
Rule 104
d.219.1 <= 2.4e-33
-> class GO0016788 "hydrolase activity\, acting on ester bonds"
Evaluation on training data (3178 items):
at_At1g43900 GO0015071 protein phosphatase type 2C activity
at_At1g67820 GO0015071 protein phosphatase type 2C activity
at_At2g20050 GO0015071 protein phosphatase type 2C activity
at_At2g25620 GO0015071 protein phosphatase type 2C activity
at_At2g30020 GO0015071 protein phosphatase type 2C activity
at_At2g35350 GO0015071 protein phosphatase type 2C activity
at_At2g46920 GO0015071 protein phosphatase type 2C activity
at_At3g17250 GO0015071 protein phosphatase type 2C activity
at_At3g23360 GO0015071 protein phosphatase type 2C activity
at_At3g51370 GO0015071 protein phosphatase type 2C activity
at_At3g51470 GO0015071 protein phosphatase type 2C activity
at_At3g63340 GO0015071 protein phosphatase type 2C activity
at_At4g31750 GO0015071 protein phosphatase type 2C activity
at_At4g33920 GO0015071 protein phosphatase type 2C activity
at_At4g38520 GO0015071 protein phosphatase type 2C activity
at_At5g10740 GO0015071 protein phosphatase type 2C activity
at_At5g19280 GO0004721 phosphoprotein phosphatase activity
GO0015071 protein phosphatase type 2C activity
GO0019901 protein kinase binding
at_At5g24940 GO0015071 protein phosphatase type 2C activity
at_At5g27930 GO0015071 protein phosphatase type 2C activity
at_At5g36250 GO0015071 protein phosphatase type 2C activity
at_At5g66080 GO0015071 protein phosphatase type 2C activity
Training Accuracy: 21/21 (100.00%)
Training Frequency class 'GO0016788': 258/3178 (8.12%)
Evaluation on validation data (1624 items):
at_At1g07160 GO0015071 protein phosphatase type 2C activity
at_At1g07430 GO0015071 protein phosphatase type 2C activity
at_At1g34750 GO0015071 protein phosphatase type 2C activity
at_At1g47380 GO0015071 protein phosphatase type 2C activity
at_At1g48040 GO0015071 protein phosphatase type 2C activity
at_At1g68410 GO0015071 protein phosphatase type 2C activity
at_At2g28890 GO0015071 protein phosphatase type 2C activity
at_At2g29380 GO0015071 protein phosphatase type 2C activity
at_At2g40180 GO0015071 protein phosphatase type 2C activity
at_At3g63320 GO0015071 protein phosphatase type 2C activity
at_At4g08260 GO0015071 protein phosphatase type 2C activity
at_At4g27800 GO0015071 protein phosphatase type 2C activity
at_At4g31860 GO0015071 protein phosphatase type 2C activity
at_At5g02400 GO0015071 protein phosphatase type 2C activity
at_At5g02760 GO0015071 protein phosphatase type 2C activity
at_At5g26010 GO0015071 protein phosphatase type 2C activity
at_At5g51760 GO0015071 protein phosphatase type 2C activity
at_At5g57050 GO0004722 protein serine/threonine phosphatase activity
GO0015071 protein phosphatase type 2C activity
Validation Accuracy: 18/18 (100.00%)
Validation Frequency class 'GO0016788': 138/1624 (8.50%)
Evaluation on propertest data (2476 items):
at_At1g03590 GO0015071 protein phosphatase type 2C activity
at_At1g07630 GO0015071 protein phosphatase type 2C activity
at_At1g09160 GO0015071 protein phosphatase type 2C activity
at_At1g16220 GO0015071 protein phosphatase type 2C activity
at_At1g17550 GO0015071 protein phosphatase type 2C activity
at_At1g18030 GO0015071 protein phosphatase type 2C activity
at_At1g22280 GO0015071 protein phosphatase type 2C activity
at_At1g72770 GO0015071 protein phosphatase type 2C activity
at_At1g78200 GO0015071 protein phosphatase type 2C activity
at_At1g79630 GO0015071 protein phosphatase type 2C activity
at_At2g25070 GO0015071 protein phosphatase type 2C activity
at_At2g33700 GO0015071 protein phosphatase type 2C activity
at_At2g34740 GO0015071 protein phosphatase type 2C activity
at_At2g40860 GO0015071 protein phosphatase type 2C activity
at_At3g09400 GO0015071 protein phosphatase type 2C activity
at_At3g11410 GO0015071 protein phosphatase type 2C activity
at_At3g12620 GO0015071 protein phosphatase type 2C activity
at_At3g15260 GO0015071 protein phosphatase type 2C activity
at_At3g16560 GO0015071 protein phosphatase type 2C activity
at_At3g16800 GO0015071 protein phosphatase type 2C activity
at_At3g17090 GO0015071 protein phosphatase type 2C activity
at_At3g27140 GO0015071 protein phosphatase type 2C activity
at_At3g55050 GO0015071 protein phosphatase type 2C activity
at_At3g62260 GO0015071 protein phosphatase type 2C activity
at_At4g26080 GO0004722 protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0015071 protein phosphatase type 2C activity
at_At4g28400 GO0015071 protein phosphatase type 2C activity
at_At4g32950 GO0015071 protein phosphatase type 2C activity
at_At5g01700 GO0015071 protein phosphatase type 2C activity
at_At5g06750 GO0015071 protein phosphatase type 2C activity
at_At5g53140 GO0015071 protein phosphatase type 2C activity
at_At5g59220 GO0015071 protein phosphatase type 2C activity
Propertest Accuracy: 31/31 (100.00%)
Propertest Frequency class 'GO0016788': 207/2476 (8.36%)
New (unknown) data (1624 items):
at_At4g16580 - GO0005554 molecular_function unknown
------------------
Rule 207
c.55.3 <= 1e-05
e.8.1 > 2.3e-13
-> class GO0016788 "hydrolase activity\, acting on ester bonds"
Evaluation on training data (3178 items):
at_At1g06450 GO0004540 ribonuclease activity
at_At1g24090 GO0003676 nucleic acid binding
GO0004523 ribonuclease H activity
at_At1g27890 GO0004540 ribonuclease activity
at_At1g56310 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At2g22350 GO0004518 nuclease activity
at_At2g25910 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At2g26970 GO0004527 exonuclease activity
at_At2g32070 GO0004540 ribonuclease activity
at_At2g48100 GO0004527 exonuclease activity
at_At3g15080 GO0004527 exonuclease activity
at_At3g44260 GO0004540 ribonuclease activity
at_At3g50090 GO0004527 exonuclease activity
at_At3g50100 GO0004527 exonuclease activity
at_At4g09490 GO0003676 nucleic acid binding
GO0004523 ribonuclease H activity
at_At4g13870 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At4g39810 GO0004527 exonuclease activity
at_At5g24340 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At5g26940 GO0004527 exonuclease activity
at_At5g33330 GO0003676 nucleic acid binding
GO0004523 ribonuclease H activity
at_At5g35910 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At5g51080 GO0004518 nuclease activity
Training Accuracy: 21/21 (100.00%)
Training Frequency class 'GO0016788': 258/3178 (8.12%)
Evaluation on validation data (1624 items):
at_At1g02230 - GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At1g15920 GO0004540 ribonuclease activity
at_At1g27820 GO0004540 ribonuclease activity
at_At1g54440 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At1g61470 GO0004540 ribonuclease activity
at_At1g80780 GO0004540 ribonuclease activity
at_At2g32490 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At2g33160 - GO0004650 polygalacturonase activity
at_At2g36110 GO0003676 nucleic acid binding
GO0008408 3'-5'-exonuclease activity
at_At3g15140 GO0004527 exonuclease activity
at_At3g27970 GO0004527 exonuclease activity
at_At3g44240 GO0004540 ribonuclease activity
at_At4g07840 - GO0003677 DNA binding
at_At5g07710 GO0004527 exonuclease activity
at_At5g22250 GO0004540 ribonuclease activity
at_At5g40310 GO0004527 exonuclease activity
at_At5g61390 GO0004527 exonuclease activity
Validation Accuracy: 14/17 (82.35%)
Validation Frequency class 'GO0016788': 138/1624 (8.50%)
Evaluation on propertest data (2476 items):
at_At1g74390 GO0004527 exonuclease activity
at_At4g29090 - GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
at_At4g32220 GO0003676 nucleic acid binding
GO0004523 ribonuclease H activity
at_At5g05540 GO0004527 exonuclease activity
at_At5g10960 GO0004540 ribonuclease activity
at_At5g25800 GO0004527 exonuclease activity
at_At5g67240 GO0004527 exonuclease activity
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'GO0016788': 207/2476 (8.36%)
New (unknown) data (1624 items):
at_At1g10000 - GO0005554 molecular_function unknown
at_At1g17390 - GO0005554 molecular_function unknown
at_At1g26950 - GO0005554 molecular_function unknown
at_At1g27220 - GO0005554 molecular_function unknown
at_At1g27870 - GO0005554 molecular_function unknown
at_At1g33000 - GO0005554 molecular_function unknown
at_At1g36830 - no entry null
at_At1g36930 - GO0005554 molecular_function unknown
at_At1g47320 - GO0005554 molecular_function unknown
at_At1g52990 - no entry null
at_At2g01700 - GO0005554 molecular_function unknown
at_At2g02650 - GO0005554 molecular_function unknown
at_At2g16100 - GO0005554 molecular_function unknown
at_At2g21420 - GO0005554 molecular_function unknown
at_At2g25380 - GO0005554 molecular_function unknown
at_At2g27870 - GO0005554 molecular_function unknown
at_At3g12410 - GO0005554 molecular_function unknown
at_At3g12420 - GO0005554 molecular_function unknown
at_At3g14500 - GO0005554 molecular_function unknown
at_At3g25270 - GO0005554 molecular_function unknown
at_At3g29460 - GO0005554 molecular_function unknown
at_At3g32130 - GO0005554 molecular_function unknown
at_At3g45460 - GO0005554 molecular_function unknown
at_At3g45500 - GO0005554 molecular_function unknown
at_At3g45540 - GO0005554 molecular_function unknown
at_At3g62320 - GO0005554 molecular_function unknown
at_At4g19670 - GO0005554 molecular_function unknown
at_At4g37620 - GO0005554 molecular_function unknown
at_At5g06450 - GO0005554 molecular_function unknown
at_At1g04630 - GO0005554 molecular_function unknown
at_At1g26860 - GO0005554 molecular_function unknown
at_At1g50160 - GO0005554 molecular_function unknown
at_At2g04580 - GO0005554 molecular_function unknown
at_At2g06980 - GO0005554 molecular_function unknown
at_At2g07410 - GO0005554 molecular_function unknown
at_At2g07420 - no entry null
at_At2g11180 - no entry null
at_At2g16520 - GO0005554 molecular_function unknown
at_At2g19610 - GO0005554 molecular_function unknown
at_At2g25360 - GO0005554 molecular_function unknown
at_At2g34320 - GO0005554 molecular_function unknown
at_At2g46460 - GO0005554 molecular_function unknown
at_At3g09510 - GO0005554 molecular_function unknown
at_At3g11370 - GO0005554 molecular_function unknown
at_At3g11770 - GO0005554 molecular_function unknown
at_At3g12440 - GO0005554 molecular_function unknown
at_At3g12460 - GO0005554 molecular_function unknown
at_At3g12470 - GO0005554 molecular_function unknown
at_At3g23320 - GO0005554 molecular_function unknown
at_At3g45490 - GO0005554 molecular_function unknown
at_At3g45560 - no entry null
at_At3g45580 - GO0005554 molecular_function unknown
at_At3g52910 - GO0005554 molecular_function unknown
at_At3g60040 - GO0005554 molecular_function unknown
at_At4g03040 - GO0005554 molecular_function unknown
at_At4g07610 - no entry null
at_At4g07830 - GO0005554 molecular_function unknown
at_At4g19790 - no entry null
at_At4g21420 - GO0005554 molecular_function unknown
at_At5g07640 - GO0005554 molecular_function unknown
at_At5g19270 - GO0005554 molecular_function unknown
at_At5g44470 - GO0005554 molecular_function unknown
at_At5g48350 - GO0005554 molecular_function unknown
at_At5g60250 - GO0005554 molecular_function unknown
at_At5g61080 - GO0005554 molecular_function unknown
at_At1g49180 - GO0016301 kinase activity
at_At2g04420 - GO0005554 molecular_function unknown
at_At2g06320 - no entry null
at_At2g11130 - no entry null
at_At2g11230 - no entry null
at_At2g15750 - GO0005554 molecular_function unknown
at_At2g25100 - no entry null
at_At2g25370 - GO0005554 molecular_function unknown
at_At3g12430 - GO0005554 molecular_function unknown
at_At3g12450 - GO0005554 molecular_function unknown
at_At3g43750 - GO0005554 molecular_function unknown
at_At3g45480 - GO0005554 molecular_function unknown
at_At3g45570 - GO0005554 molecular_function unknown
at_At4g15580 - no entry null
at_At5g33360 - GO0005554 molecular_function unknown
at_At5g38920 - GO0005554 molecular_function unknown
------------------
Rule 306
b.82.7 > 2.8e-13
c.108 <= 0.002
c.87.1 > 0.0048
f > 0.016
-> class GO0016788 "hydrolase activity\, acting on ester bonds"
Evaluation on training data (3178 items):
at_At1g18640 GO0004647 phosphoserine phosphatase activity
at_At1g22210 GO0004805 trehalose-phosphatase activity
at_At1g78090 GO0004805 trehalose-phosphatase activity
at_At2g22190 GO0004805 trehalose-phosphatase activity
at_At2g35840 GO0050307 sucrose-phosphatase activity
at_At2g39920 GO0003993 acid phosphatase activity
at_At3g52340 GO0050307 sucrose-phosphatase activity
at_At3g54270 GO0050307 sucrose-phosphatase activity
at_At4g29270 GO0003993 acid phosphatase activity
at_At4g39770 GO0004805 trehalose-phosphatase activity
at_At5g24770 GO0003993 acid phosphatase activity
at_At5g36700 GO0008967 phosphoglycolate phosphatase activity
at_At5g36790 GO0008967 phosphoglycolate phosphatase activity
at_At5g47760 GO0004674 protein serine/threonine kinase activity
GO0008967 phosphoglycolate phosphatase activity
at_At5g51460 GO0004805 trehalose-phosphatase activity
at_At5g65140 GO0004805 trehalose-phosphatase activity
Training Accuracy: 16/16 (100.00%)
Training Frequency class 'GO0016788': 258/3178 (8.12%)
Evaluation on validation data (1624 items):
at_At1g04040 GO0003993 acid phosphatase activity
at_At2g33540 GO0008420 CTD phosphatase activity
at_At2g38600 GO0003993 acid phosphatase activity
at_At4g25150 GO0003993 acid phosphatase activity
at_At4g29260 GO0003993 acid phosphatase activity
at_At5g44020 GO0003993 acid phosphatase activity
at_At5g51260 GO0003993 acid phosphatase activity
Validation Accuracy: 7/7 (100.00%)
Validation Frequency class 'GO0016788': 138/1624 (8.50%)
Evaluation on propertest data (2476 items):
at_At1g35910 GO0004805 trehalose-phosphatase activity
at_At1g51420 GO0050307 sucrose-phosphatase activity
at_At2g38110 - GO0008415 acyltransferase activity
at_At4g12430 GO0004805 trehalose-phosphatase activity
at_At4g22590 GO0004805 trehalose-phosphatase activity
at_At5g10100 GO0004805 trehalose-phosphatase activity
at_At5g24780 GO0003993 acid phosphatase activity
GO0008134 transcription factor binding
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'GO0016788': 207/2476 (8.36%)
New (unknown) data (1624 items):
at_At1g20320 - GO0005554 molecular_function unknown
at_At1g29770 - GO0005554 molecular_function unknown
at_At1g29780 - GO0005554 molecular_function unknown
at_At1g43610 - GO0005554 molecular_function unknown
at_At1g56500 - GO0016787 hydrolase activity
at_At2g14110 - GO0005554 molecular_function unknown
at_At2g25870 - no entry null
at_At2g38740 - GO0016787 hydrolase activity
at_At3g09560 - GO0005554 molecular_function unknown
at_At3g58830 - GO0003824 catalytic activity
at_At4g11570 - GO0016787 hydrolase activity
at_At4g21470 - no entry null
at_At4g25840 - GO0016787 hydrolase activity
at_At5g02230 - GO0016787 hydrolase activity
at_At5g10460 - GO0016787 hydrolase activity
at_At5g23470 - GO0005554 molecular_function unknown
at_At5g45170 - GO0005554 molecular_function unknown
at_At5g53850 - GO0016787 hydrolase activity
at_At1g01610 - no entry null
at_At1g14310 - GO0016787 hydrolase activity
at_At1g17710 - GO0005554 molecular_function unknown
at_At1g55900 - GO0005554 molecular_function unknown
at_At1g73010 - GO0005554 molecular_function unknown
at_At1g79790 - GO0016787 hydrolase activity
at_At2g02290 - GO0005554 molecular_function unknown
at_At2g04930 - GO0005554 molecular_function unknown
at_At2g23890 - no entry null
at_At2g32150 - GO0016787 hydrolase activity
at_At2g41250 - GO0016787 hydrolase activity
at_At2g45790 - no entry null
at_At3g10970 - GO0016787 hydrolase activity
at_At3g14890 - GO0003824 catalytic activity
at_At3g17550 - GO0005554 molecular_function unknown
at_At3g55960 - GO0005554 molecular_function unknown
at_At3g62040 - no entry null
at_At4g33140 - GO0005554 molecular_function unknown
at_At5g11860 - GO0005554 molecular_function unknown
at_At5g42870 - GO0005554 molecular_function unknown
at_At5g44730 - GO0016787 hydrolase activity
at_At5g45700 - GO0005554 molecular_function unknown
at_At5g48960 - no entry null
at_At5g54210 - GO0005554 molecular_function unknown
at_At5g57440 - no entry null
at_At5g58000 - GO0005554 molecular_function unknown
at_At5g59480 - GO0016787 hydrolase activity
at_At1g43600 - GO0005554 molecular_function unknown
at_At2g35320 - GO0005554 molecular_function unknown
at_At2g45990 - GO0005554 molecular_function unknown
at_At3g19600 - GO0005554 molecular_function unknown
at_At3g45740 - GO0005554 molecular_function unknown
at_At3g48420 - GO0016787 hydrolase activity
at_At4g29530 - GO0003824 catalytic activity
at_At4g39970 - GO0016787 hydrolase activity
at_At5g59490 - GO0016787 hydrolase activity
------------------
Rule 351
c.55.1 <= 3.3e-21
g.37.1 > 0.013
-> class GO0019200 "carbohydrate kinase activity"
Evaluation on training data (3178 items):
at_At1g47840 GO0004396 hexokinase activity
GO0005524 ATP binding
at_At1g79930 - GO0003773 heat shock protein activity
GO0005524 ATP binding
at_At1g80460 GO0004370 glycerol kinase activity
GO0019200 carbohydrate kinase activity
at_At2g45270 - GO0008450 O-sialoglycoprotein endopeptidase activity
at_At3g20040 GO0004396 hexokinase activity
GO0005524 ATP binding
at_At4g22720 - GO0008450 O-sialoglycoprotein endopeptidase activity
at_At4g29130 GO0004396 hexokinase activity
GO0005524 ATP binding
Training Accuracy: 4/7 (57.14%)
Training Frequency class 'GO0019200': 14/3178 (0.44%)
Evaluation on validation data (1624 items):
at_At2g21370 GO0004856 xylulokinase activity
at_At3g27000 - GO0003790 actin modulating activity
GO0005200 structural constituent of cytoskeleton
at_At4g37840 GO0004396 hexokinase activity
GO0005524 ATP binding
Validation Accuracy: 2/3 (66.67%)
Validation Frequency class 'GO0019200': 5/1624 (0.31%)
Evaluation on propertest data (2476 items):
at_At1g50460 GO0004396 hexokinase activity
GO0005524 ATP binding
at_At2g19860 GO0004396 hexokinase activity
GO0005524 ATP binding
at_At4g30310 GO0019200 carbohydrate kinase activity
at_At5g49650 GO0004856 xylulokinase activity
Propertest Accuracy: 4/4 (100.00%)
Propertest Frequency class 'GO0019200': 11/2476 (0.44%)
New (unknown) data (1624 items):
at_At1g09080 - GO0003773 heat shock protein activity
at_At1g49240 - GO0005200 structural constituent of cytoskeleton
at_At1g56410 - GO0003773 heat shock protein activity
at_At2g32120 - GO0003773 heat shock protein activity
at_At2g42090 - GO0005200 structural constituent of cytoskeleton
at_At3g12580 - GO0003773 heat shock protein activity
at_At3g46520 - GO0005200 structural constituent of cytoskeleton
at_At4g16660 - GO0003773 heat shock protein activity
at_At5g02500 - GO0003773 heat shock protein activity
at_At5g09590 - GO0003773 heat shock protein activity
at_At5g49910 - GO0003773 heat shock protein activity
at_At1g13180 - GO0005200 structural constituent of cytoskeleton
at_At1g16030 - GO0003773 heat shock protein activity
at_At1g18450 - GO0005200 structural constituent of cytoskeleton
at_At1g79920 - GO0003773 heat shock protein activity
at_At2g37620 - GO0005200 structural constituent of cytoskeleton
at_At2g42100 - GO0005200 structural constituent of cytoskeleton
at_At3g09440 - GO0003773 heat shock protein activity
at_At3g33520 - GO0005200 structural constituent of cytoskeleton
at_At3g53750 - GO0005200 structural constituent of cytoskeleton
at_At3g60830 - GO0005200 structural constituent of cytoskeleton
at_At4g24280 - GO0003773 heat shock protein activity
at_At5g28540 - GO0003773 heat shock protein activity
at_At5g42020 - GO0003773 heat shock protein activity
at_At5g56180 - GO0005200 structural constituent of cytoskeleton
at_At5g59370 - GO0005200 structural constituent of cytoskeleton
at_At1g11660 - GO0003773 heat shock protein activity
at_At1g73910 - GO0005200 structural constituent of cytoskeleton
at_At2g42170 - GO0005200 structural constituent of cytoskeleton
at_At3g12110 - GO0005200 structural constituent of cytoskeleton
at_At3g18780 - GO0005200 structural constituent of cytoskeleton
at_At4g37910 - GO0003773 heat shock protein activity
at_At5g02490 - GO0003773 heat shock protein activity
at_At5g09810 - GO0005200 structural constituent of cytoskeleton
------------------
Rule 22
a.45.1 <= 1e-06
c.47.1 <= 2e-08
-> class GO0016765 "transferase activity\, transferring alkyl or aryl (other than methyl) groups"
Evaluation on training data (3178 items):
at_At1g02920 GO0004364 glutathione transferase activity
at_At1g02930 GO0004364 glutathione transferase activity
at_At1g02940 GO0004364 glutathione transferase activity
at_At1g02950 GO0004364 glutathione transferase activity
at_At1g10360 GO0004364 glutathione transferase activity
at_At1g17170 GO0004364 glutathione transferase activity
GO0004672 protein kinase activity
at_At1g19550 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At1g19570 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At1g53680 GO0004364 glutathione transferase activity
at_At1g57720 - GO0003746 translation elongation factor activity
at_At1g59670 GO0004364 glutathione transferase activity
at_At1g59700 GO0004364 glutathione transferase activity
at_At1g69920 GO0004364 glutathione transferase activity
at_At1g75270 - GO0045174 glutathione dehydrogenase (ascorbate) 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_At2g29460 GO0004364 glutathione transferase activity
at_At2g29490 GO0004364 glutathione transferase activity
at_At2g30860 GO0004364 glutathione transferase activity
at_At3g09270 GO0004364 glutathione transferase activity
at_At3g43800 GO0004364 glutathione transferase activity
at_At5g44000 GO0004364 glutathione transferase activity
at_At5g62480 GO0004364 glutathione transferase activity
Training Accuracy: 22/26 (84.62%)
Training Frequency class 'GO0016765': 49/3178 (1.54%)
Evaluation on validation data (1624 items):
at_At1g09640 - GO0003746 translation elongation factor activity
at_At1g10370 GO0004364 glutathione transferase activity
at_At1g27140 GO0004364 glutathione transferase activity
at_At1g74590 GO0004364 glutathione transferase activity
at_At2g02380 GO0004364 glutathione transferase activity
at_At2g02930 GO0004364 glutathione transferase activity
at_At2g29470 GO0004364 glutathione transferase activity
at_At2g47730 GO0004364 glutathione transferase activity
at_At5g17220 GO0004364 glutathione transferase activity
at_At5g41240 GO0004364 glutathione transferase activity
Validation Accuracy: 9/10 (90.00%)
Validation Frequency class 'GO0016765': 23/1624 (1.42%)
Evaluation on propertest data (2476 items):
at_At1g17180 GO0004364 glutathione transferase activity
at_At1g17190 GO0004364 glutathione transferase activity
at_At1g27130 GO0004364 glutathione transferase activity
at_At1g49860 GO0004364 glutathione transferase activity
at_At1g69930 GO0004364 glutathione transferase activity
at_At1g78340 GO0004364 glutathione transferase activity
at_At2g02390 GO0004364 glutathione transferase 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_At3g62760 GO0004364 glutathione transferase activity
at_At4g02520 GO0004364 glutathione transferase activity
at_At5g16710 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At5g36270 - GO0045174 glutathione dehydrogenase (ascorbate) activity
at_At5g41210 GO0004364 glutathione transferase activity
at_At5g41220 GO0004364 glutathione transferase activity
Propertest Accuracy: 15/17 (88.24%)
Propertest Frequency class 'GO0016765': 39/2476 (1.58%)
New (unknown) data (1624 items):
at_At5g42150 - GO0005554 molecular_function unknown
at_At1g77290 - GO0005554 molecular_function unknown
at_At3g55040 - GO0005554 molecular_function unknown
at_At5g02780 - GO0005554 molecular_function unknown
at_At5g02790 - GO0005554 molecular_function unknown
------------------
Rule 28
c.66 <= 0.015
-> class GO0016741 "transferase activity\, transferring one-carbon groups"
Evaluation on training data (3178 items):
at_At1g04870 GO0008168 methyltransferase activity
at_At1g19640 GO0045546 S-adenosyl-L-methionine\:jasmonic acid carboxyl methyltransferase activity
at_At1g20330 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g21130 GO0008171 O-methyltransferase activity
at_At1g23820 - GO0004766 spermidine synthase activity
at_At1g56430 - GO0030410 nicotianamine synthase activity
at_At1g62900 GO0008171 O-methyltransferase activity
at_At1g66690 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g73600 GO0000234 phosphoethanolamine N-methyltransferase activity
at_At1g76090 GO0003838 sterol 24-C-methyltransferase activity
GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g77530 GO0008171 O-methyltransferase activity
at_At1g80740 - GO0003677 DNA binding
at_At2g19670 GO0016274 protein-arginine N-methyltransferase activity
at_At2g30920 GO0004395 hexaprenyldihydroxybenzoate methyltransferase activity
at_At2g43910 GO0008168 methyltransferase activity
at_At2g43940 GO0008168 methyltransferase activity
at_At3g12270 GO0008168 methyltransferase activity
at_At3g23530 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At3g48330 GO0004719 protein-L-isoaspartate (D-aspartate) O-methyltransferase activity
at_At3g53140 GO0008171 O-methyltransferase activity
at_At3g63410 GO0008168 methyltransferase activity
GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At4g10760 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At4g14140 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At4g25730 GO0008168 methyltransferase activity
at_At4g26220 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At4g29510 GO0016274 protein-arginine N-methyltransferase activity
at_At4g33110 GO0030794 (S)-coclaurine-N-methyltransferase activity
at_At4g34050 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At4g35160 GO0008171 O-methyltransferase activity
at_At5g04950 - GO0030410 nicotianamine synthase activity
at_At5g13710 GO0003838 sterol 24-C-methyltransferase activity
at_At5g13830 GO0008168 methyltransferase activity
at_At5g37170 GO0008171 O-methyltransferase activity
at_At5g49160 GO0008168 methyltransferase activity
at_At5g49810 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At5g50240 GO0004719 protein-L-isoaspartate (D-aspartate) O-methyltransferase activity
at_At5g53120 - GO0004766 spermidine synthase activity
GO0016768 spermine synthase activity
at_At5g54160 GO0008171 O-methyltransferase activity
at_At5g55250 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At5g56080 - GO0030410 nicotianamine synthase activity
Training Accuracy: 34/40 (85.00%)
Training Frequency class 'GO0016741': 49/3178 (1.54%)
Evaluation on validation data (1624 items):
at_At1g21100 GO0008171 O-methyltransferase activity
at_At1g21110 GO0008171 O-methyltransferase activity
at_At1g63140 GO0008171 O-methyltransferase activity
at_At1g67990 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At1g69770 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At1g70310 - GO0004766 spermidine synthase activity
at_At1g77520 GO0008171 O-methyltransferase activity
at_At2g14060 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At2g43920 GO0008168 methyltransferase activity
at_At3g23470 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At4g08990 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At4g19020 - GO0003677 DNA binding
at_At4g20920 - GO0003725 double-stranded RNA binding
at_At4g33120 GO0030794 (S)-coclaurine-N-methyltransferase activity
at_At5g14620 GO0008170 N-methyltransferase activity
at_At5g25480 - GO0003677 DNA binding
at_At5g49020 GO0008168 methyltransferase activity
at_At5g66360 GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
Validation Accuracy: 14/18 (77.78%)
Validation Frequency class 'GO0016741': 26/1624 (1.60%)
Evaluation on propertest data (2476 items):
at_At1g01860 GO0016422 mRNA (2'-O-methyladenosine-N6-)-methyltransferase activity
at_At1g09240 - GO0030410 nicotianamine synthase activity
at_At1g21120 GO0008171 O-methyltransferase activity
at_At1g23360 GO0008168 methyltransferase activity
at_At1g33030 GO0008171 O-methyltransferase activity
at_At1g51990 GO0008171 O-methyltransferase activity
at_At1g66700 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At1g67980 GO0042409 caffeoyl-CoA O-methyltransferase activity
at_At1g76790 GO0008171 O-methyltransferase activity
at_At2g47420 GO0000179 rRNA (adenine-N6\,N6-)-dimethyltransferase activity
GO0008649 rRNA methyltransferase activity
at_At3g06930 GO0008168 methyltransferase activity
at_At3g13840 - GO0003700 transcription factor activity
at_At3g18000 GO0000234 phosphoethanolamine N-methyltransferase activity
at_At3g20020 GO0008168 methyltransferase activity
at_At3g23510 GO0008825 cyclopropane-fatty-acyl-phospholipid synthase activity
at_At3g56330 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At3g61990 GO0008171 O-methyltransferase activity
at_At3g62000 GO0008171 O-methyltransferase activity
at_At4g13610 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At4g25080 GO0046406 magnesium protoporphyrin IX methyltransferase activity
at_At4g25630 - GO0030515 snoRNA binding
at_At4g35150 GO0008171 O-methyltransferase activity
at_At5g01230 GO0008168 methyltransferase activity
at_At5g04380 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At5g15380 GO0003886 DNA (cytosine-5-)-methyltransferase activity
at_At5g15810 GO0003723 RNA binding
GO0004809 tRNA (guanine-N2-)-methyltransferase activity
at_At5g19530 - GO0016768 spermine synthase activity
at_At5g38020 GO0008757 S-adenosylmethionine-dependent methyltransferase activity
at_At5g52470 - GO0030515 snoRNA binding
at_At5g52490 - GO0003723 RNA binding
at_At5g53810 GO0008171 O-methyltransferase activity
at_At5g57300 GO0008425 ubiquinone biosynthesis methyltransferase activity
Propertest Accuracy: 26/32 (81.25%)
Propertest Frequency class 'GO0016741': 37/2476 (1.49%)
New (unknown) data (1624 items):
at_At1g13860 - GO0005554 molecular_function unknown
at_At1g24480 - GO0005554 molecular_function unknown
at_At1g54650 - GO0005554 molecular_function unknown
at_At1g54740 - GO0005554 molecular_function unknown
at_At1g55450 - GO0005554 molecular_function unknown
at_At1g55790 - GO0005554 molecular_function unknown
at_At1g64600 - GO0005554 molecular_function unknown
at_At2g16030 - GO0005554 molecular_function unknown
at_At2g27590 - GO0005554 molecular_function unknown
at_At2g32160 - GO0005554 molecular_function unknown
at_At3g15530 - GO0005554 molecular_function unknown
at_At3g20650 - no entry null
at_At3g21300 - no entry null
at_At3g25470 - GO0005554 molecular_function unknown
at_At3g28460 - GO0005554 molecular_function unknown
at_At3g49720 - GO0005554 molecular_function unknown
at_At3g50850 - GO0005554 molecular_function unknown
at_At3g56080 - GO0005554 molecular_function unknown
at_At4g01240 - GO0005554 molecular_function unknown
at_At4g01880 - GO0005554 molecular_function unknown
at_At4g13330 - GO0005554 molecular_function unknown
at_At4g14000 - GO0005554 molecular_function unknown
at_At4g14360 - GO0005554 molecular_function unknown
at_At4g22530 - GO0005554 molecular_function unknown
at_At4g26480 - GO0003676 nucleic acid binding
at_At4g26730 - GO0005554 molecular_function unknown
at_At5g25030 - GO0005554 molecular_function unknown
at_At5g27940 - GO0005554 molecular_function unknown
at_At5g44450 - GO0005554 molecular_function unknown
at_At5g50110 - GO0005554 molecular_function unknown
at_At5g51130 - GO0005554 molecular_function unknown
at_At5g64030 - GO0005554 molecular_function unknown
at_At1g01180 - GO0005554 molecular_function unknown
at_At1g04900 - GO0005554 molecular_function unknown
at_At1g22800 - GO0005554 molecular_function unknown
at_At1g26850 - GO0005554 molecular_function unknown
at_At1g29470 - GO0005554 molecular_function unknown
at_At1g30550 - GO0005554 molecular_function unknown
at_At1g31850 - GO0005554 molecular_function unknown
at_At1g33170 - GO0005554 molecular_function unknown
at_At1g48600 - no entry null
at_At1g69520 - GO0005554 molecular_function unknown
at_At1g77260 - GO0005554 molecular_function unknown
at_At1g78240 - GO0005554 molecular_function unknown
at_At2g22400 - GO0005554 molecular_function unknown
at_At2g26680 - GO0005554 molecular_function unknown
at_At2g31740 - GO0005554 molecular_function unknown
at_At2g32170 - GO0005554 molecular_function unknown
at_At2g34300 - GO0005554 molecular_function unknown
at_At2g39750 - GO0005554 molecular_function unknown
at_At2g40280 - GO0005554 molecular_function unknown
at_At2g41040 - GO0005554 molecular_function unknown
at_At2g41380 - GO0005554 molecular_function unknown
at_At2g43200 - GO0005554 molecular_function unknown
at_At3g10200 - GO0005554 molecular_function unknown
at_At3g13440 - GO0005554 molecular_function unknown
at_At3g17310 - no entry null
at_At3g23300 - GO0005554 molecular_function unknown
at_At3g26410 - GO0005554 molecular_function unknown
at_At3g27230 - GO0005554 molecular_function unknown
at_At3g51070 - GO0005554 molecular_function unknown
at_At3g52210 - GO0005554 molecular_function unknown
at_At3g56120 - GO0005554 molecular_function unknown
at_At3g58470 - GO0005554 molecular_function unknown
at_At3g60910 - GO0003824 catalytic activity
at_At3g61210 - GO0005554 molecular_function unknown
at_At4g00740 - GO0005554 molecular_function unknown
at_At4g00750 - GO0005554 molecular_function unknown
at_At4g16570 - GO0005554 molecular_function unknown
at_At4g20910 - no entry null
at_At4g26600 - GO0005554 molecular_function unknown
at_At4g28830 - GO0005554 molecular_function unknown
at_At4g31120 - no entry null
at_At4g40000 - GO0005554 molecular_function unknown
at_At5g01470 - GO0005554 molecular_function unknown
at_At5g04060 - GO0005554 molecular_function unknown
at_At5g04610 - GO0005554 molecular_function unknown
at_At5g06050 - GO0005554 molecular_function unknown
at_At5g10830 - GO0005554 molecular_function unknown
at_At5g10910 - no entry null
at_At5g24840 - GO0005554 molecular_function unknown
at_At5g26180 - GO0005554 molecular_function unknown
at_At5g40530 - GO0005554 molecular_function unknown
at_At5g40830 - GO0005554 molecular_function unknown
at_At5g44170 - GO0005554 molecular_function unknown
at_At5g44590 - GO0005554 molecular_function unknown
at_At5g44600 - GO0005554 molecular_function unknown
at_At5g49560 - GO0005554 molecular_function unknown
at_At5g53920 - GO0005554 molecular_function unknown
at_At5g54400 - GO0005554 molecular_function unknown
at_At5g55920 - GO0005554 molecular_function unknown
at_At5g56060 - GO0005554 molecular_function unknown
at_At5g57280 - GO0005554 molecular_function unknown
at_At5g63100 - GO0005554 molecular_function unknown
at_At5g64150 - no entry null
at_At5g65810 - GO0005554 molecular_function unknown
at_At5g66180 - GO0005554 molecular_function unknown
at_At1g04430 - GO0005554 molecular_function unknown
at_At1g06560 - GO0005554 molecular_function unknown
at_At1g16650 - GO0005554 molecular_function unknown
at_At1g19430 - GO0005554 molecular_function unknown
at_At1g29790 - GO0005554 molecular_function unknown
at_At1g36310 - GO0005554 molecular_function unknown
at_At1g64970 - GO0005554 molecular_function unknown
at_At1g66680 - GO0005554 molecular_function unknown
at_At1g73320 - GO0005554 molecular_function unknown
at_At1g78140 - GO0005554 molecular_function unknown
at_At2g03480 - GO0005554 molecular_function unknown
at_At2g26200 - GO0005554 molecular_function unknown
at_At2g28450 - GO0003676 nucleic acid binding
at_At2g43320 - GO0005554 molecular_function unknown
at_At2g45750 - GO0005554 molecular_function unknown
at_At3g13180 - GO0005554 molecular_function unknown
at_At3g27180 - GO0005554 molecular_function unknown
at_At3g54150 - GO0005554 molecular_function unknown
at_At4g04670 - GO0005554 molecular_function unknown
at_At4g10440 - GO0005554 molecular_function unknown
at_At4g18030 - GO0005554 molecular_function unknown
at_At4g27340 - GO0005554 molecular_function unknown
at_At4g29590 - GO0005554 molecular_function unknown
at_At4g34360 - GO0003824 catalytic activity
at_At5g01710 - GO0005554 molecular_function unknown
at_At5g03190 - GO0005554 molecular_function unknown
at_At5g14430 - GO0005554 molecular_function unknown
at_At5g14600 - GO0005554 molecular_function unknown
at_At5g17660 - GO0005554 molecular_function unknown
at_At5g18400 - GO0005554 molecular_function unknown
at_At5g27400 - GO0005554 molecular_function unknown
at_At5g48090 - GO0005554 molecular_function unknown
at_At5g65860 - GO0005515 protein binding
------------------
Rule 126
d.144 <= 7.3e-09
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3178 items):
at_At1g04440 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g06390 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08590 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g08720 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g09970 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_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g18350 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g19090 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g21240 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g21270 GO0004674 protein serine/threonine kinase activity
at_At1g27190 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_At1g32320 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g35670 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49160 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g49340 GO0004428 inositol/phosphatidylinositol kinase activity
GO0004430 1-phosphatidylinositol 4-kinase activity
at_At1g49580 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At1g50030 GO0016303 phosphatidylinositol 3-kinase activity
at_At1g50610 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_At1g53420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60490 GO0016303 phosphatidylinositol 3-kinase activity
at_At1g60630 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g65800 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g66150 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At1g73670 GO0004707 MAP kinase activity
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_At1g76540 GO0004693 cyclin-dependent protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79570 GO0004672 protein kinase activity
at_At2g01210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g17700 GO0004672 protein kinase activity
at_At2g17890 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At2g17930 GO0004428 inositol/phosphatidylinositol kinase activity
at_At2g23300 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_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g28970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31500 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g35890 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g41140 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion 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_At2g46700 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g14720 GO0004707 MAP kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At3g21220 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At3g23340 GO0004681 casein kinase I activity
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_At3g45780 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
at_At3g45860 GO0004672 protein kinase 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_At3g51740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g51850 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g52890 GO0004672 protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At3g57530 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g59790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g01370 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g01660 - GO0003754 chaperone activity
GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g08500 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At4g09570 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g09760 GO0004103 choline kinase activity
at_At4g12020 - GO0003700 transcription factor activity
at_At4g14340 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g18710 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At4g20140 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g21380 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g21940 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23310 GO0004672 protein kinase activity
at_At4g28540 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g28650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28860 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g29990 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g31250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g33950 GO0004672 protein kinase activity
GO0009931 calcium-dependent protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g35780 GO0004672 protein kinase activity
at_At4g36070 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36450 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g04870 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g07280 GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At5g09350 GO0004430 1-phosphatidylinositol 4-kinase activity
at_At5g12180 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g14640 GO0004672 protein kinase activity
at_At5g16590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g19010 GO0004707 MAP kinase activity
at_At5g20690 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20930 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g23580 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g23720 - GO0008138 protein tyrosine/serine/threonine phosphatase activity
at_At5g35390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35410 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g38280 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g40440 GO0004708 MAP kinase kinase activity
at_At5g41180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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_At5g45780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g62310 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g63410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g66210 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Training Accuracy: 126/133 (94.74%)
Training Frequency class 'GO0016772': 241/3178 (7.58%)
Evaluation on validation data (1624 items):
at_At1g01560 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g09840 GO0004672 protein kinase activity
at_At1g10210 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g16270 GO0004672 protein kinase activity
at_At1g18890 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g21230 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g31420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g53510 GO0004707 MAP kinase activity
at_At1g53730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g54960 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g57870 GO0004672 protein kinase activity
at_At1g59580 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g64210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g64630 - GO0003700 transcription factor activity
GO0016301 kinase activity
at_At1g66880 GO0004674 protein serine/threonine kinase activity
at_At1g69990 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74320 GO0004103 choline kinase activity
at_At1g74740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g79620 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01450 GO0004707 MAP kinase activity
at_At2g15300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g16250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g26700 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g26980 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41860 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g42290 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g46070 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g08730 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At3g19700 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g24660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g29160 GO0004672 protein kinase activity
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g48750 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g49370 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g59410 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g11330 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g18250 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g18640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23650 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23740 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g26070 GO0004708 MAP kinase kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At4g26100 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g29810 GO0004708 MAP kinase kinase activity
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_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g14210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g19360 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g19450 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g38210 GO0004674 protein serine/threonine kinase activity
at_At5g40820 GO0004428 inositol/phosphatidylinositol kinase activity
at_At5g43320 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g44100 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g45820 GO0004674 protein serine/threonine kinase activity
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_At5g56580 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At5g58140 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
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_At5g67280 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016301 kinase activity
Validation Accuracy: 63/65 (96.92%)
Validation Frequency class 'GO0016772': 119/1624 (7.33%)
Evaluation on propertest data (2476 items):
at_At1g03930 GO0004712 protein threonine/tyrosine kinase activity
GO0016301 kinase activity
at_At1g04700 GO0004672 protein kinase activity
at_At1g07570 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g18150 GO0004707 MAP kinase activity
at_At1g20930 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g21210 GO0004674 protein serine/threonine kinase activity
at_At1g25320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g29730 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g29750 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34100 GO0004103 choline kinase activity
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g50700 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g51040 GO0004430 1-phosphatidylinositol 4-kinase activity
at_At1g51660 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g61950 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g62950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g65790 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At1g66830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66980 - GO0008889 glycerophosphodiester phosphodiesterase activity
GO0016301 kinase activity
at_At1g70250 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g71697 GO0004103 choline kinase activity
at_At1g71830 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g72300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g72710 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73500 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g75820 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76040 GO0004685 calcium/calmodulin-dependent protein kinase activity
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_At2g07040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g17290 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g17520 - GO0004521 endoribonuclease activity
GO0016301 kinase activity
at_At2g18170 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g19470 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At2g23070 GO0004680 casein kinase activity
GO0016301 kinase activity
at_At2g23080 GO0004680 casein kinase activity
GO0016301 kinase activity
at_At2g24230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g33170 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g34650 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g35050 GO0004672 protein kinase activity
at_At2g38620 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0030332 cyclin binding
at_At2g38910 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g40860 - GO0015071 protein phosphatase type 2C activity
at_At2g42880 GO0004707 MAP kinase activity
at_At2g43790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g48010 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g10660 GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
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_At3g18750 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g19100 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g22420 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g24240 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g25840 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g27560 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0016301 kinase activity
at_At3g27580 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g45640 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g46370 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g46920 GO0004672 protein kinase activity
at_At3g47580 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g48260 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g49670 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g50530 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0008651 actin polymerizing activity
GO0016301 kinase activity
at_At3g51630 GO0004672 protein kinase activity
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g54180 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g56370 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56760 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g57830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g61160 GO0004672 protein kinase activity
at_At4g04710 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g04720 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g20270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g22730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23190 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g23280 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g28880 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g35310 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g36080 GO0004428 inositol/phosphatidylinositol kinase activity
at_At4g38470 GO0004672 protein kinase activity
at_At4g39400 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g01890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At5g24100 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g24430 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At5g26751 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At5g28080 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g37450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41990 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g45800 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g49770 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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
at_At5g53320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g57610 GO0004672 protein kinase activity
at_At5g58150 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g58300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g58350 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g61480 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At5g63710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g63930 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g64070 GO0004430 1-phosphatidylinositol 4-kinase activity
Propertest Accuracy: 101/108 (93.52%)
Propertest Frequency class 'GO0016772': 205/2476 (8.28%)
New (unknown) data (1624 items):
at_At1g01140 - GO0016301 kinase activity
at_At1g01540 - GO0016301 kinase activity
at_At1g04210 - no entry null
at_At1g07150 - GO0016301 kinase activity
at_At1g07550 - GO0016301 kinase activity
at_At1g09600 - GO0016301 kinase activity
at_At1g11300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11350 - GO0016301 kinase activity
at_At1g12580 - GO0016301 kinase activity
at_At1g12680 - GO0016301 kinase activity
at_At1g13350 - no entry null
at_At1g14000 - no entry null
at_At1g16120 - GO0016301 kinase activity
at_At1g16130 - GO0016301 kinase activity
at_At1g16260 - GO0016301 kinase activity
at_At1g16440 - GO0016301 kinase activity
at_At1g17540 - GO0016301 kinase activity
at_At1g18040 - GO0016301 kinase activity
at_At1g18390 - GO0016301 kinase activity
at_At1g20650 - no entry null
at_At1g21250 - GO0016301 kinase activity
at_At1g26970 - GO0016301 kinase activity
at_At1g28390 - GO0016301 kinase activity
at_At1g30270 - GO0016301 kinase activity
at_At1g33260 - GO0016301 kinase activity
at_At1g34210 - GO0016301 kinase activity
at_At1g34300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g45160 - GO0016301 kinase activity
at_At1g48490 - GO0016301 kinase activity
at_At1g49100 - GO0016301 kinase activity
at_At1g50230 - GO0016301 kinase activity
at_At1g51800 - GO0016301 kinase activity
at_At1g51820 - GO0016301 kinase activity
at_At1g51850 - GO0016301 kinase activity
at_At1g51860 - GO0016301 kinase activity
at_At1g51880 - GO0016301 kinase activity
at_At1g51910 - GO0016301 kinase activity
at_At1g51940 - GO0016301 kinase activity
at_At1g52290 - no entry null
at_At1g53430 - GO0016301 kinase activity
at_At1g54820 - GO0016301 kinase activity
at_At1g55200 - GO0016301 kinase activity
at_At1g60800 - GO0016301 kinase activity
at_At1g61380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61480 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61550 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g62090 - GO0016301 kinase activity
at_At1g62400 - GO0016301 kinase activity
at_At1g63700 - GO0016301 kinase activity
at_At1g64300 - GO0016301 kinase activity
at_At1g66910 - GO0016301 kinase activity
at_At1g67470 - GO0016301 kinase activity
at_At1g67520 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g69790 - GO0016301 kinase activity
at_At1g69910 - GO0016301 kinase activity
at_At1g70520 - GO0016301 kinase activity
at_At1g71410 - GO0016301 kinase activity
at_At1g71530 - GO0016301 kinase activity
at_At1g72540 - GO0016301 kinase activity
at_At1g72760 - GO0016301 kinase activity
at_At1g74330 - no entry null
at_At1g76370 - GO0016301 kinase activity
at_At1g78940 - GO0016301 kinase activity
at_At1g79600 - GO0005554 molecular_function unknown
at_At1g79680 - GO0016301 kinase activity
at_At1g80870 - GO0016301 kinase activity
at_At2g02800 - GO0016301 kinase activity
at_At2g04300 - GO0016301 kinase activity
at_At2g07020 - GO0016301 kinase activity
at_At2g17220 - GO0016301 kinase activity
at_At2g19400 - GO0016301 kinase activity
at_At2g20850 - GO0016301 kinase activity
at_At2g21480 - GO0016301 kinase activity
at_At2g23030 - GO0016301 kinase activity
at_At2g23450 - GO0016301 kinase activity
at_At2g26290 - GO0016301 kinase activity
at_At2g28940 - GO0016301 kinase activity
at_At2g29220 - GO0016301 kinase activity
at_At2g30040 - GO0016301 kinase activity
at_At2g30730 - GO0016301 kinase activity
at_At2g32800 - no entry null
at_At2g34180 - GO0016301 kinase activity
at_At2g34290 - GO0016301 kinase activity
at_At2g39110 - GO0016301 kinase activity
at_At2g39180 - GO0016301 kinase activity
at_At2g39360 - GO0016301 kinase activity
at_At2g39660 - GO0016301 kinase activity
at_At2g40090 - GO0005215 transporter activity
at_At2g40270 - GO0016301 kinase activity
at_At2g41970 - GO0016301 kinase activity
at_At2g42550 - GO0016301 kinase activity
at_At2g43830 - no entry null
at_At2g43930 - no entry null
at_At2g45590 - no entry null
at_At3g08720 - GO0016301 kinase activity
at_At3g08870 - GO0016301 kinase activity
at_At3g09240 - GO0005554 molecular_function unknown
at_At3g09830 - GO0016301 kinase activity
at_At3g12690 - GO0016301 kinase activity
at_At3g13380 - no entry null
at_At3g13670 - GO0016301 kinase activity
at_At3g14370 - GO0016301 kinase activity
at_At3g16030 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g17420 - GO0016301 kinase activity
at_At3g17510 - GO0016301 kinase activity
at_At3g17750 - GO0016301 kinase activity
at_At3g21340 - GO0016301 kinase activity
at_At3g21630 - GO0016301 kinase activity
at_At3g23310 - GO0016301 kinase activity
at_At3g24550 - no entry null
at_At3g45240 - GO0016301 kinase activity
at_At3g45330 - GO0016301 kinase activity
at_At3g45410 - GO0016301 kinase activity
at_At3g45430 - GO0016301 kinase activity
at_At3g45670 - GO0016301 kinase activity
at_At3g45790 - GO0016301 kinase activity
at_At3g46330 - GO0016301 kinase activity
at_At3g46340 - GO0016301 kinase activity
at_At3g50310 - GO0016301 kinase activity
at_At3g50720 - GO0016301 kinase activity
at_At3g50730 - GO0016301 kinase activity
at_At3g51550 - GO0016301 kinase activity
at_At3g53380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g53840 - GO0016301 kinase activity
at_At3g54030 - GO0016301 kinase activity
at_At3g56280 - GO0016301 kinase activity
at_At3g57720 - GO0016301 kinase activity
at_At3g57740 - GO0016301 kinase activity
at_At3g57770 - GO0016301 kinase activity
at_At3g58640 - GO0016301 kinase activity
at_At3g58690 - GO0016301 kinase activity
at_At3g59750 - GO0016301 kinase activity
at_At3g59830 - GO0016301 kinase activity
at_At3g63260 - GO0016301 kinase activity
at_At3g63280 - GO0016301 kinase activity
at_At4g00330 - GO0016301 kinase activity
at_At4g00710 - GO0016301 kinase activity
at_At4g00720 - GO0016301 kinase activity
at_At4g00960 - no entry null
at_At4g01330 - GO0016301 kinase activity
at_At4g02010 - GO0016301 kinase activity
at_At4g02420 - GO0016301 kinase activity
at_At4g03230 - GO0016301 kinase activity
at_At4g04500 - GO0016301 kinase activity
at_At4g04510 - GO0016301 kinase activity
at_At4g04540 - GO0016301 kinase activity
at_At4g04700 - GO0016301 kinase activity
at_At4g04960 - GO0016301 kinase activity
at_At4g05200 - GO0016301 kinase activity
at_At4g10390 - GO0016301 kinase activity
at_At4g10730 - GO0016301 kinase activity
at_At4g11460 - GO0016301 kinase activity
at_At4g11490 - GO0016301 kinase activity
at_At4g11890 - GO0016301 kinase activity
at_At4g11900 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g13190 - GO0016301 kinase activity
at_At4g16970 - GO0016301 kinase activity
at_At4g20450 - GO0016301 kinase activity
at_At4g20790 - GO0005515 protein binding
at_At4g23150 - GO0016301 kinase activity
at_At4g23160 - GO0016301 kinase activity
at_At4g23230 - GO0016301 kinase activity
at_At4g23250 - GO0016301 kinase activity
at_At4g23260 - no entry null
at_At4g23300 - GO0016301 kinase activity
at_At4g23320 - GO0016301 kinase activity
at_At4g24100 - GO0016301 kinase activity
at_At4g24480 - GO0016301 kinase activity
at_At4g24740 - GO0016301 kinase activity
at_At4g24810 - GO0005554 molecular_function unknown
at_At4g26540 - GO0016301 kinase activity
at_At4g28670 - GO0016301 kinase activity
at_At4g29450 - GO0016301 kinase activity
at_At4g30520 - no entry null
at_At4g31100 - GO0016301 kinase activity
at_At4g31170 - GO0016301 kinase activity
at_At4g31220 - GO0016301 kinase activity
at_At4g31390 - GO0005554 molecular_function unknown
at_At4g32000 - GO0016301 kinase activity
at_At4g32660 - GO0016301 kinase activity
at_At4g32830 - GO0016301 kinase activity
at_At4g33430 - GO0016301 kinase activity
at_At4g38830 - GO0016301 kinase activity
at_At4g40010 - GO0016301 kinase activity
at_At5g02290 - GO0016301 kinase activity
at_At5g03140 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g04510 - GO0016301 kinase activity
at_At5g06940 - GO0016301 kinase activity
at_At5g07140 - GO0016301 kinase activity
at_At5g07180 - GO0016301 kinase activity
at_At5g08590 - GO0016301 kinase activity
at_At5g10270 - GO0016301 kinase activity
at_At5g11850 - GO0016301 kinase activity
at_At5g14720 - GO0016301 kinase activity
at_At5g15080 - GO0016301 kinase activity
at_At5g15730 - GO0016301 kinase activity
at_At5g20050 - GO0016301 kinase activity
at_At5g24970 - GO0005554 molecular_function unknown
at_At5g25440 - GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g26110 - GO0005554 molecular_function unknown
at_At5g27790 - GO0016301 kinase activity
at_At5g28680 - GO0016301 kinase activity
at_At5g35380 - GO0016301 kinase activity
at_At5g35960 - GO0016301 kinase activity
at_At5g35980 - GO0016301 kinase activity
at_At5g37790 - GO0016301 kinase activity
at_At5g39000 - GO0016301 kinase activity
at_At5g39020 - GO0016301 kinase activity
at_At5g39030 - GO0016301 kinase activity
at_At5g39390 - no entry null
at_At5g39420 - GO0016301 kinase activity
at_At5g40380 - GO0016301 kinase activity
at_At5g40540 - GO0016301 kinase activity
at_At5g42440 - GO0016301 kinase activity
at_At5g44290 - GO0016301 kinase activity
at_At5g47750 - GO0016301 kinase activity
at_At5g47850 - GO0016301 kinase activity
at_At5g48380 - no entry null
at_At5g49470 - GO0016301 kinase activity
at_At5g50860 - no entry null
at_At5g51800 - GO0005554 molecular_function unknown
at_At5g55830 - GO0016301 kinase activity
at_At5g56890 - GO0016301 kinase activity
at_At5g57630 - GO0016301 kinase activity
at_At5g58520 - GO0016301 kinase activity
at_At5g58540 - GO0016301 kinase activity
at_At5g59260 - GO0016301 kinase activity
at_At5g59270 - GO0016301 kinase activity
at_At5g59650 - GO0016301 kinase activity
at_At5g60280 - GO0016301 kinase activity
at_At5g60300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g60310 - GO0016301 kinase activity
at_At5g60320 - GO0016301 kinase activity
at_At5g60550 - GO0016301 kinase activity
at_At5g62710 - no entry null
at_At5g63370 - GO0016301 kinase activity
at_At5g63650 - GO0016301 kinase activity
at_At5g64960 - GO0016301 kinase activity
at_At5g65240 - GO0016301 kinase activity
at_At5g65530 - GO0016301 kinase activity
at_At5g65600 - GO0016301 kinase activity
at_At5g67380 - GO0016301 kinase activity
at_At1g01740 - GO0016301 kinase activity
at_At1g02970 - GO0016301 kinase activity
at_At1g03740 - GO0016301 kinase activity
at_At1g05100 - GO0016301 kinase activity
at_At1g05700 - GO0016301 kinase activity
at_At1g08120 - GO0005554 molecular_function unknown
at_At1g08650 - GO0016301 kinase activity
at_At1g09000 - GO0016301 kinase activity
at_At1g10940 - GO0016301 kinase activity
at_At1g11050 - GO0016301 kinase activity
at_At1g11330 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11340 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11390 - GO0005554 molecular_function unknown
at_At1g11410 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g14370 - GO0016301 kinase activity
at_At1g15530 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g16140 - no entry null
at_At1g16150 - GO0016301 kinase activity
at_At1g16160 - GO0016301 kinase activity
at_At1g17230 - no entry null
at_At1g17910 - GO0016301 kinase activity
at_At1g21590 - GO0016301 kinase activity
at_At1g22870 - GO0016301 kinase activity
at_At1g23700 - GO0016301 kinase activity
at_At1g24030 - GO0016301 kinase activity
at_At1g25390 - GO0016301 kinase activity
at_At1g26150 - no entry null
at_At1g29230 - GO0016301 kinase activity
at_At1g29720 - GO0016301 kinase activity
at_At1g29740 - GO0016301 kinase activity
at_At1g30570 - GO0016301 kinase activity
at_At1g30640 - no entry null
at_At1g33770 - GO0016301 kinase activity
at_At1g34420 - no entry null
at_At1g48210 - GO0016301 kinase activity
at_At1g48260 - GO0016301 kinase activity
at_At1g49730 - GO0016301 kinase activity
at_At1g49820 - no entry null
at_At1g50990 - GO0005554 molecular_function unknown
at_At1g51170 - GO0016301 kinase activity
at_At1g51620 - GO0016301 kinase activity
at_At1g51790 - GO0016301 kinase activity
at_At1g51810 - GO0016301 kinase activity
at_At1g51870 - GO0016301 kinase activity
at_At1g51890 - GO0016301 kinase activity
at_At1g52310 - GO0016301 kinase activity
at_At1g52540 - GO0016301 kinase activity
at_At1g53050 - GO0016301 kinase activity
at_At1g53090 - GO0004871 signal transducer activity
GO0005554 molecular_function unknown
at_At1g53440 - GO0016301 kinase activity
at_At1g53570 - GO0016301 kinase activity
at_At1g54510 - GO0016301 kinase activity
at_At1g55610 - GO0016301 kinase activity
at_At1g56120 - GO0016301 kinase activity
at_At1g56130 - no entry null
at_At1g56140 - no entry null
at_At1g56720 - GO0016301 kinase activity
at_At1g60940 - GO0016301 kinase activity
at_At1g61370 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61390 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61420 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61460 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61490 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61500 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61610 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61640 - GO0005554 molecular_function unknown
at_At1g61860 - GO0016301 kinase activity
at_At1g65190 - no entry null
at_At1g65250 - GO0016301 kinase activity
at_At1g66460 - GO0016301 kinase activity
at_At1g66750 - GO0016301 kinase activity
at_At1g66920 - GO0016301 kinase activity
at_At1g67000 - GO0016301 kinase activity
at_At1g67580 - GO0016301 kinase activity
at_At1g67890 - GO0016301 kinase activity
at_At1g68690 - GO0016301 kinase activity
at_At1g69220 - GO0016301 kinase activity
at_At1g69270 - GO0016301 kinase activity
at_At1g69730 - GO0016301 kinase activity
at_At1g70110 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g70430 - GO0016301 kinase activity
at_At1g70460 - no entry null
at_At1g71810 - GO0005554 molecular_function unknown
at_At1g73450 - GO0016301 kinase activity
at_At1g73460 - GO0016301 kinase activity
at_At1g76360 - GO0016301 kinase activity
at_At1g77280 - GO0016301 kinase activity
at_At1g77720 - GO0016301 kinase activity
at_At1g78290 - GO0016301 kinase activity
at_At1g79640 - GO0016301 kinase activity
at_At2g01820 - no entry null
at_At2g05060 - GO0016301 kinase activity
at_At2g13800 - no entry null
at_At2g16620 - GO0005554 molecular_function unknown
at_At2g16750 - GO0016301 kinase activity
at_At2g17170 - GO0016301 kinase activity
at_At2g17530 - GO0016301 kinase activity
at_At2g18890 - GO0016301 kinase activity
at_At2g19130 - no entry null
at_At2g19190 - GO0016301 kinase activity
at_At2g19210 - GO0016301 kinase activity
at_At2g19410 - GO0016301 kinase activity
at_At2g20300 - GO0016301 kinase activity
at_At2g20470 - GO0016301 kinase activity
at_At2g23200 - GO0016301 kinase activity
at_At2g24990 - GO0005554 molecular_function unknown
at_At2g25220 - GO0016301 kinase activity
at_At2g26830 - no entry null
at_At2g28590 - GO0016301 kinase activity
at_At2g28930 - GO0016301 kinase activity
at_At2g28960 - GO0016301 kinase activity
at_At2g28990 - GO0016301 kinase activity
at_At2g29250 - GO0016301 kinase activity
at_At2g30360 - GO0016301 kinase activity
at_At2g30740 - GO0016301 kinase activity
at_At2g30940 - GO0016301 kinase activity
at_At2g31800 - GO0016301 kinase activity
at_At2g32510 - GO0016301 kinase activity
at_At2g32850 - no entry null
at_At2g33580 - GO0016301 kinase activity
at_At2g35620 - GO0016301 kinase activity
at_At2g37840 - GO0016301 kinase activity
at_At2g38490 - GO0016301 kinase activity
at_At2g39190 - GO0005215 transporter activity
at_At2g40120 - GO0016301 kinase activity
at_At2g40500 - GO0016301 kinase activity
at_At2g40560 - GO0016301 kinase activity
at_At2g40730 - GO0005554 molecular_function unknown
at_At2g40980 - GO0005554 molecular_function unknown
at_At2g41890 - no entry null
at_At2g41910 - GO0016301 kinase activity
at_At2g41920 - GO0016301 kinase activity
at_At2g41930 - GO0016301 kinase activity
at_At2g42630 - GO0016301 kinase activity
at_At2g43690 - GO0016301 kinase activity
at_At2g43700 - GO0016301 kinase activity
at_At2g45490 - no entry null
at_At2g46340 - GO0004871 signal transducer activity
at_At3g06810 - GO0016491 oxidoreductase activity
at_At3g07070 - GO0016301 kinase activity
at_At3g07700 - GO0005554 molecular_function unknown
at_At3g07980 - GO0016301 kinase activity
at_At3g08680 - GO0016301 kinase activity
at_At3g08760 - GO0016301 kinase activity
at_At3g10540 - GO0016301 kinase activity
at_At3g11870 - GO0016301 kinase activity
at_At3g12200 - GO0016301 kinase activity
at_At3g13530 - GO0016301 kinase activity
at_At3g13690 - GO0016301 kinase activity
at_At3g14840 - no entry null
at_At3g15220 - GO0016301 kinase activity
at_At3g17410 - GO0016301 kinase activity
at_At3g17850 - GO0016301 kinase activity
at_At3g18810 - no entry null
at_At3g19300 - GO0016301 kinase activity
at_At3g20530 - GO0016301 kinase activity
at_At3g20830 - GO0016301 kinase activity
at_At3g20860 - GO0016301 kinase activity
at_At3g21450 - GO0016301 kinase activity
at_At3g22750 - GO0016301 kinase activity
at_At3g23000 - GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24190 - GO0005554 molecular_function unknown
at_At3g24400 - no entry null
at_At3g24540 - GO0016301 kinase activity
at_At3g24790 - GO0016301 kinase activity
at_At3g25250 - GO0016301 kinase activity
at_At3g25560 - no entry null
at_At3g26940 - GO0016301 kinase activity
at_At3g28690 - GO0016301 kinase activity
at_At3g44200 - GO0016301 kinase activity
at_At3g44610 - GO0016301 kinase activity
at_At3g44850 - GO0016301 kinase activity
at_At3g45390 - GO0016301 kinase activity
at_At3g45420 - GO0016301 kinase activity
at_At3g45440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g45920 - GO0005554 molecular_function unknown
at_At3g46140 - no entry null
at_At3g46160 - no entry null
at_At3g46290 - GO0016301 kinase activity
at_At3g46350 - GO0016301 kinase activity
at_At3g46400 - GO0016301 kinase activity
at_At3g46410 - GO0016301 kinase activity
at_At3g46420 - GO0016301 kinase activity
at_At3g46760 - GO0016301 kinase activity
at_At3g49060 - GO0016301 kinase activity
at_At3g50000 - GO0016301 kinase activity
at_At3g50500 - GO0016301 kinase activity
at_At3g51990 - GO0016301 kinase activity
at_At3g52530 - GO0016301 kinase activity
at_At3g53030 - GO0016301 kinase activity
at_At3g53570 - GO0016301 kinase activity
at_At3g53810 - GO0016301 kinase activity
at_At3g55950 - GO0016301 kinase activity
at_At3g56050 - GO0016301 kinase activity
at_At3g57120 - GO0016301 kinase activity
at_At3g57640 - no entry null
at_At3g57700 - GO0016301 kinase activity
at_At3g57710 - GO0016301 kinase activity
at_At3g57730 - GO0016301 kinase activity
at_At3g57760 - no entry null
at_At3g59110 - GO0016301 kinase activity
at_At3g59350 - GO0016301 kinase activity
at_At3g59420 - GO0016301 kinase activity
at_At3g59700 - GO0016301 kinase activity
at_At3g59730 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g59740 - GO0016301 kinase activity
at_At3g61080 - no entry null
at_At3g61960 - no entry null
at_At3g62220 - GO0016301 kinase activity
at_At3g63330 - GO0016301 kinase activity
at_At4g00970 - no entry null
at_At4g04490 - GO0016301 kinase activity
at_At4g04570 - GO0016301 kinase activity
at_At4g08470 - GO0016301 kinase activity
at_At4g08800 - GO0016301 kinase activity
at_At4g08850 - GO0016301 kinase activity
at_At4g11470 - no entry null
at_At4g11480 - GO0016301 kinase activity
at_At4g11530 - GO0016301 kinase activity
at_At4g13020 - GO0016301 kinase activity
at_At4g14350 - no entry null
at_At4g14480 - GO0016301 kinase activity
at_At4g14580 - GO0016301 kinase activity
at_At4g14780 - GO0016301 kinase activity
at_At4g18700 - GO0016301 kinase activity
at_At4g18950 - GO0016301 kinase activity
at_At4g19110 - GO0016301 kinase activity
at_At4g20940 - GO0005515 protein binding
at_At4g21370 - no entry null
at_At4g21400 - GO0016301 kinase activity
at_At4g22940 - GO0016301 kinase activity
at_At4g23130 - GO0016301 kinase activity
at_At4g23140 - GO0016301 kinase activity
at_At4g23180 - GO0016301 kinase activity
at_At4g23200 - no entry null
at_At4g23210 - GO0016301 kinase activity
at_At4g23220 - GO0016301 kinase activity
at_At4g23240 - no entry null
at_At4g23290 - GO0016301 kinase activity
at_At4g24400 - GO0016301 kinase activity
at_At4g25160 - GO0016301 kinase activity
at_At4g25390 - GO0016301 kinase activity
at_At4g26890 - GO0016301 kinase activity
at_At4g27290 - no entry null
at_At4g28350 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29050 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29180 - GO0016301 kinase activity
at_At4g29380 - no entry null
at_At4g30960 - GO0016301 kinase activity
at_At4g31110 - GO0016301 kinase activity
at_At4g32250 - GO0016301 kinase activity
at_At4g33080 - GO0016301 kinase activity
at_At4g34440 - GO0016301 kinase activity
at_At4g34500 - GO0016301 kinase activity
at_At4g39110 - GO0016301 kinase activity
at_At5g01020 - GO0016301 kinase activity
at_At5g01060 - GO0016301 kinase activity
at_At5g01560 - GO0016301 kinase activity
at_At5g02070 - GO0016301 kinase activity
at_At5g02800 - GO0016301 kinase activity
at_At5g03640 - GO0016301 kinase activity
at_At5g05200 - GO0005554 molecular_function unknown
at_At5g07070 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g07620 - GO0016301 kinase activity
at_At5g08160 - GO0016301 kinase activity
at_At5g10290 - GO0016301 kinase activity
at_At5g10530 - GO0016301 kinase activity
at_At5g10930 - GO0016301 kinase activity
at_At5g11020 - GO0016301 kinase activity
at_At5g11400 - GO0016301 kinase activity
at_At5g11410 - GO0016301 kinase activity
at_At5g12000 - GO0016301 kinase activity
at_At5g12090 - GO0016301 kinase activity
at_At5g13290 - GO0016301 kinase activity
at_At5g13530 - no entry null
at_At5g16500 - GO0016301 kinase activity
at_At5g16810 - GO0005554 molecular_function unknown
at_At5g16900 - GO0016301 kinase activity
at_At5g18190 - GO0016301 kinase activity
at_At5g18500 - GO0016301 kinase activity
at_At5g18610 - GO0016301 kinase activity
at_At5g18700 - GO0016301 kinase activity
at_At5g22050 - GO0016301 kinase activity
at_At5g22840 - GO0016301 kinase activity
at_At5g23170 - GO0016301 kinase activity
at_At5g24010 - GO0016301 kinase activity
at_At5g24080 - GO0016301 kinase activity
at_At5g24360 - GO0016301 kinase activity
at_At5g24810 - GO0005554 molecular_function unknown
at_At5g25110 - GO0016301 kinase activity
at_At5g26150 - GO0016301 kinase activity
at_At5g27510 - GO0016301 kinase activity
at_At5g28290 - GO0016301 kinase activity
at_At5g35580 - GO0016301 kinase activity
at_At5g37350 - GO0005554 molecular_function unknown
at_At5g38240 - GO0016301 kinase activity
at_At5g38250 - GO0016301 kinase activity
at_At5g38260 - GO0016301 kinase activity
at_At5g38990 - GO0016301 kinase activity
at_At5g39440 - GO0016301 kinase activity
at_At5g40030 - GO0016301 kinase activity
at_At5g41260 - GO0016301 kinase activity
at_At5g41680 - GO0016301 kinase activity
at_At5g45430 - GO0016301 kinase activity
at_At5g46080 - GO0016301 kinase activity
at_At5g46570 - GO0016301 kinase activity
at_At5g48740 - GO0016301 kinase activity
at_At5g50000 - GO0016301 kinase activity
at_At5g51270 - GO0016301 kinase activity
at_At5g51770 - GO0016301 kinase activity
at_At5g53450 - GO0016301 kinase activity
at_At5g54380 - GO0016301 kinase activity
at_At5g55560 - GO0016301 kinase activity
at_At5g55910 - GO0016301 kinase activity
at_At5g56460 - GO0016301 kinase activity
at_At5g56790 - GO0016301 kinase activity
at_At5g57670 - GO0016301 kinase activity
at_At5g58380 - GO0016301 kinase activity
at_At5g58940 - GO0016301 kinase activity
at_At5g58950 - GO0016301 kinase activity
at_At5g59010 - GO0005554 molecular_function unknown
at_At5g59670 - GO0016301 kinase activity
at_At5g59680 - GO0016301 kinase activity
at_At5g59700 - GO0016301 kinase activity
at_At5g60090 - GO0016301 kinase activity
at_At5g60270 - GO0016301 kinase activity
at_At5g60900 - no entry null
at_At5g61350 - GO0016301 kinase activity
at_At5g61570 - GO0016301 kinase activity
at_At5g62230 - GO0016301 kinase activity
at_At5g63610 - GO0016301 kinase activity
at_At5g63940 - GO0016301 kinase activity
at_At5g64940 - GO0005215 transporter activity
at_At5g65500 - GO0016301 kinase activity
at_At5g66710 - GO0016301 kinase activity
at_At5g66880 - GO0016301 kinase activity
at_At5g67080 - GO0016301 kinase activity
at_At1g01450 - GO0016301 kinase activity
at_At1g03920 - GO0016301 kinase activity
at_At1g06700 - GO0016301 kinase activity
at_At1g09440 - GO0016301 kinase activity
at_At1g09450 - GO0005554 molecular_function unknown
at_At1g10620 - GO0016301 kinase activity
at_At1g11130 - GO0005515 protein binding
at_At1g11280 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g16110 - GO0016301 kinase activity
at_At1g16670 - GO0016301 kinase activity
at_At1g16760 - GO0016301 kinase activity
at_At1g18160 - GO0016301 kinase activity
at_At1g18670 - GO0016301 kinase activity
at_At1g19390 - GO0016301 kinase activity
at_At1g22720 - no entry null
at_At1g23540 - GO0016301 kinase activity
at_At1g24650 - no entry null
at_At1g48220 - no entry null
at_At1g49180 - GO0016301 kinase activity
at_At1g49270 - no entry null
at_At1g53700 - GO0016301 kinase activity
at_At1g54610 - GO0016301 kinase activity
at_At1g57700 - GO0016301 kinase activity
at_At1g61360 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61400 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61430 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61590 - GO0016301 kinase activity
at_At1g63500 - GO0005554 molecular_function unknown
at_At1g65950 - GO0005554 molecular_function unknown
at_At1g66930 - GO0016301 kinase activity
at_At1g67720 - GO0016301 kinase activity
at_At1g68830 - GO0016301 kinase activity
at_At1g70130 - GO0016301 kinase activity
at_At1g70450 - GO0016301 kinase activity
at_At1g70530 - GO0016301 kinase activity
at_At1g70740 - GO0016301 kinase activity
at_At1g73660 - GO0016301 kinase activity
at_At1g73690 - GO0016301 kinase activity
at_At1g74490 - GO0016301 kinase activity
at_At1g78530 - GO0016301 kinase activity
at_At1g79250 - GO0016301 kinase activity
at_At1g79670 - GO0016301 kinase activity
at_At1g80640 - GO0016301 kinase activity
at_At2g05940 - GO0016301 kinase activity
at_At2g07180 - GO0016301 kinase activity
at_At2g13790 - no entry null
at_At2g14440 - GO0016301 kinase activity
at_At2g14510 - GO0016301 kinase activity
at_At2g17090 - GO0016301 kinase activity
at_At2g18470 - no entry null
at_At2g18530 - GO0016301 kinase activity
at_At2g19230 - GO0016301 kinase activity
at_At2g20040 - GO0016301 kinase activity
at_At2g23770 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At2g24360 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At2g25090 - GO0016301 kinase activity
at_At2g25760 - GO0016301 kinase activity
at_At2g25880 - GO0016301 kinase activity
at_At2g28250 - GO0016301 kinase activity
at_At2g30980 - GO0016301 kinase activity
at_At2g31010 - GO0016301 kinase activity
at_At2g36350 - GO0016301 kinase activity
at_At2g37710 - GO0016301 kinase activity
at_At2g40580 - GO0016301 kinase activity
at_At2g42960 - GO0016301 kinase activity
at_At2g43230 - GO0016301 kinase activity
at_At2g43850 - GO0016301 kinase activity
at_At2g44830 - GO0016301 kinase activity
at_At2g45910 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At2g46850 - GO0005554 molecular_function unknown
at_At2g47060 - GO0016301 kinase activity
at_At3g09010 - GO0016301 kinase activity
at_At3g09780 - GO0016301 kinase activity
at_At3g15890 - GO0016301 kinase activity
at_At3g24720 - GO0016301 kinase activity
at_At3g25490 - GO0016301 kinase activity
at_At3g26700 - GO0016301 kinase activity
at_At3g46930 - GO0016301 kinase activity
at_At3g51270 - GO0005554 molecular_function unknown
at_At3g53640 - GO0016301 kinase activity
at_At3g53930 - GO0016301 kinase activity
at_At3g55450 - GO0016301 kinase activity
at_At3g55550 - GO0016301 kinase activity
at_At3g57750 - GO0016301 kinase activity
at_At3g58760 - GO0016301 kinase activity
at_At4g02410 - GO0016301 kinase activity
at_At4g02630 - GO0016301 kinase activity
at_At4g08480 - GO0016301 kinase activity
at_At4g10010 - GO0016301 kinase activity
at_At4g11110 - GO0004871 signal transducer activity
GO0005554 molecular_function unknown
at_At4g13000 - GO0016301 kinase activity
at_At4g17660 - GO0016301 kinase activity
at_At4g21230 - GO0016301 kinase activity
at_At4g21390 - no entry null
at_At4g21410 - GO0016301 kinase activity
at_At4g22130 - GO0016301 kinase activity
at_At4g23050 - no entry null
at_At4g23270 - no entry null
at_At4g26610 - GO0016301 kinase activity
at_At4g27300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g28980 - GO0016301 kinase activity
at_At4g32300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g32710 - GO0016301 kinase activity
at_At4g35030 - GO0016301 kinase activity
at_At4g35230 - GO0016301 kinase activity
at_At4g35500 - GO0016301 kinase activity
at_At4g35600 - GO0016301 kinase activity
at_At5g01550 - GO0016301 kinase activity
at_At5g01820 - GO0016301 kinase activity
at_At5g01850 - GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g03320 - GO0016301 kinase activity
at_At5g06740 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g09890 - GO0016301 kinase activity
at_At5g10520 - GO0016301 kinase activity
at_At5g16000 - GO0016301 kinase activity
at_At5g18530 - GO0005554 molecular_function unknown
at_At5g18910 - GO0016301 kinase activity
at_At5g35370 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g38560 - GO0016301 kinase activity
at_At5g41730 - GO0016301 kinase activity
at_At5g42120 - GO0016301 kinase activity
at_At5g45810 - GO0016301 kinase activity
at_At5g47070 - GO0016301 kinase activity
at_At5g49660 - GO0016301 kinase activity
at_At5g49760 - GO0016301 kinase activity
at_At5g50180 - GO0016301 kinase activity
at_At5g54590 - no entry null
at_At5g55090 - GO0016301 kinase activity
at_At5g60080 - GO0016301 kinase activity
at_At5g61550 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g61560 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g66790 - GO0016301 kinase activity
at_At5g66850 - GO0016301 kinase activity
------------------
Rule 374
c.55.3 > 1e-05
e.8.1 <= 2.3e-13
g.37.1 > 0.013
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3178 items):
at_At1g23990 GO0003964 RNA-directed DNA polymerase activity
at_At2g04760 GO0003964 RNA-directed DNA polymerase activity
at_At2g07650 GO0003964 RNA-directed DNA polymerase activity
at_At2g14430 GO0003964 RNA-directed DNA polymerase activity
at_At2g17610 GO0003964 RNA-directed DNA polymerase activity
at_At4g08830 GO0003964 RNA-directed DNA polymerase activity
at_At4g09710 GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
Training Accuracy: 7/7 (100.00%)
Training Frequency class 'GO0016772': 241/3178 (7.58%)
Evaluation on validation data (1624 items):
at_At1g31030 GO0003964 RNA-directed DNA polymerase activity
at_At1g51750 GO0003964 RNA-directed DNA polymerase activity
at_At1g68990 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At2g24120 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g45550 GO0003964 RNA-directed DNA polymerase activity
at_At4g03800 GO0003964 RNA-directed DNA polymerase activity
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'GO0016772': 119/1624 (7.33%)
Evaluation on propertest data (2476 items):
at_At1g24640 GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
at_At1g30010 GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
at_At1g31100 GO0003964 RNA-directed DNA polymerase activity
at_At1g34100 GO0004103 choline kinase activity
at_At2g14380 GO0003964 RNA-directed DNA polymerase activity
at_At2g17910 GO0003723 RNA binding
GO0003964 RNA-directed DNA polymerase activity
at_At2g18820 GO0003964 RNA-directed DNA polymerase activity
at_At3g44650 GO0003964 RNA-directed DNA polymerase activity
at_At4g02490 GO0003964 RNA-directed DNA polymerase activity
at_At4g12180 GO0003964 RNA-directed DNA polymerase activity
at_At4g32700 GO0003677 DNA binding
GO0003887 DNA-directed DNA polymerase activity
at_At5g15700 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
Propertest Accuracy: 12/12 (100.00%)
Propertest Frequency class 'GO0016772': 205/2476 (8.28%)
New (unknown) data (1624 items):
at_At1g10160 - no entry null
at_At1g34090 - no entry null
at_At2g05200 - no entry null
at_At2g15540 - no entry null
at_At2g31520 - no entry null
at_At2g41580 - no entry null
at_At4g03650 - no entry null
at_At4g08100 - no entry null
at_At4g10580 - no entry null
at_At4g10830 - no entry null
at_At4g15860 - no entry null
at_At4g16020 - no entry null
at_At4g23160 - GO0016301 kinase activity
at_At4g27200 - no entry null
at_At1g25430 - no entry null
at_At1g35050 - no entry null
at_At1g36110 - no entry null
at_At1g49980 - GO0005554 molecular_function unknown
at_At2g06170 - no entry null
at_At2g06470 - GO0005554 molecular_function unknown
at_At2g06890 - no entry null
at_At2g10690 - no entry null
at_At2g11680 - no entry null
at_At2g14040 - no entry null
at_At2g15920 - no entry null
at_At2g21310 - no entry null
at_At2g25550 - no entry null
at_At3g22340 - no entry null
at_At3g30800 - no entry null
at_At4g04230 - no entry null
at_At4g07600 - no entry null
at_At4g19780 - no entry null
at_At4g26360 - GO0016787 hydrolase activity
at_At1g34080 - GO0005554 molecular_function unknown
at_At1g47910 - no entry null
at_At2g01840 - no entry null
at_At2g16680 - no entry null
at_At2g23880 - no entry null
at_At2g28980 - no entry null
at_At3g30570 - no entry null
at_At4g04000 - no entry null
at_At5g44740 - GO0005554 molecular_function unknown
at_At5g44750 - GO0005554 molecular_function unknown
------------------
Rule 48
c.49.1 <= 4.4e-26
-> class GO0016772 "transferase activity\, transferring phosphorus-containing groups"
Evaluation on training data (3178 items):
at_At3g22960 GO0004743 pyruvate kinase activity
at_At4g26390 GO0004743 pyruvate kinase activity
at_At5g56350 GO0004743 pyruvate kinase activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0016772': 241/3178 (7.58%)
Evaluation on validation data (1624 items):
at_At1g32440 GO0004743 pyruvate kinase activity
at_At3g25960 GO0004743 pyruvate kinase activity
at_At3g55810 GO0004743 pyruvate kinase activity
at_At5g63680 GO0004743 pyruvate kinase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0016772': 119/1624 (7.33%)
Evaluation on propertest data (2476 items):
at_At5g08570 GO0004743 pyruvate kinase activity
at_At5g52920 GO0004743 pyruvate kinase activity
Propertest Accuracy: 2/2 (100.00%)
Propertest Frequency class 'GO0016772': 205/2476 (8.28%)
New (unknown) data (1624 items):
------------------
Rule 20
c.87.1 <= 0.0048
-> class GO0016757 "transferase activity\, transferring glycosyl groups"
Evaluation on training data (3178 items):
at_At1g01420 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05670 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g16980 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g17000 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
at_At1g22360 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22380 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22400 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g30530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g32900 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g50580 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g52420 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g60140 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g64910 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g70290 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73370 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At1g78580 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g78800 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g15490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g22590 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g22930 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23210 GO0008194 UDP-glycosyltransferase activity
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_At2g31750 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_At3g11540 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g15940 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g16520 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g21750 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_At3g21790 GO0008194 UDP-glycosyltransferase activity
at_At3g22250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g29320 GO0004645 phosphorylase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g29630 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g42850 - GO0004335 galactokinase activity
GO0005524 ATP binding
at_At3g43190 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
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_At4g10120 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At4g15270 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_At4g16710 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g27570 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g36770 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g01220 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0046510 UDP-sulfoquinovose\:DAG sulfoquinovosyltransferase activity
at_At5g03490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g05860 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl 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_At5g11110 GO0046524 sucrose-phosphate synthase activity
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_At5g20410 GO0016757 transferase activity\, transferring glycosyl groups
GO0046509 1\,2-diacylglycerol 3-beta-galactosyltransferase activity
at_At5g20830 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At5g38040 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g49190 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g54010 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
Training Accuracy: 64/65 (98.46%)
Training Frequency class 'GO0016757': 123/3178 (3.87%)
Evaluation on validation data (1624 items):
at_At1g01390 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g04920 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At1g05530 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g06410 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07250 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g16570 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22340 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g43620 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g64920 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g68020 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g75420 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g18700 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g23250 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g26480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29740 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36750 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g36760 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl 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_At3g10630 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g11340 GO0008194 UDP-glycosyltransferase activity
at_At3g21560 GO0008194 UDP-glycosyltransferase activity
at_At3g46650 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
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_At4g00550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0046481 UDP-galactose\:MGDG galactosyltransferase activity
at_At4g01210 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g14090 GO0008194 UDP-glycosyltransferase activity
at_At4g15260 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g16130 - GO0004335 galactokinase activity
GO0005524 ATP binding
at_At4g18240 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g19460 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g27550 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g03770 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g05880 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g14860 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g17030 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g24300 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g38010 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g49690 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
Validation Accuracy: 43/44 (97.73%)
Validation Frequency class 'GO0016757': 74/1624 (4.56%)
Evaluation on propertest data (2476 items):
at_At1g05560 GO0003843 1\,3-beta-glucan synthase activity
GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g05680 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g06000 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g07240 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g10400 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g11720 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g19710 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g22370 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g23870 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g24100 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g51210 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73160 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g73740 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g78270 GO0008194 UDP-glycosyltransferase activity
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g15480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g16890 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
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_At2g29710 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g29730 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g30140 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl 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_At2g36970 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g40190 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g07020 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g11670 GO0016757 transferase activity\, transferring glycosyl groups
GO0046480 galactolipid galactosyltransferase activity
at_At3g21800 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At3g45100 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_At3g46970 GO0004645 phosphorylase activity
GO0016757 transferase activity\, transferring glycosyl 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_At4g01070 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g02280 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g09500 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15480 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15490 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g15550 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g17770 GO0003825 alpha\,alpha-trehalose-phosphate synthase (UDP-forming) activity
GO0004805 trehalose-phosphatase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g27560 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g31780 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0046509 1\,2-diacylglycerol 3-beta-galactosyltransferase activity
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_At5g20280 GO0016757 transferase activity\, transferring glycosyl groups
GO0046524 sucrose-phosphate synthase activity
at_At5g26310 GO0008194 UDP-glycosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g37180 GO0008194 UDP-glycosyltransferase activity
GO0016157 sucrose synthase activity
at_At5g53990 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g54060 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g59070 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g59580 GO0008194 UDP-glycosyltransferase activity
at_At5g59590 GO0008194 UDP-glycosyltransferase activity
Propertest Accuracy: 57/57 (100.00%)
Propertest Frequency class 'GO0016757': 114/2476 (4.60%)
New (unknown) data (1624 items):
at_At4g18230 - GO0005554 molecular_function unknown
at_At5g04480 - GO0005554 molecular_function unknown
at_At5g24750 - GO0005554 molecular_function unknown
at_At5g22350 - GO0005554 molecular_function unknown
at_At5g37950 - GO0005554 molecular_function unknown
------------------
Rule 117
b > 0.02
c.68.1 <= 0.0082
-> class GO0016757 "transferase activity\, transferring glycosyl groups"
Evaluation on training data (3178 items):
at_At1g02720 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g19300 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g54940 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g56600 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g60470 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g71220 GO0003980 UDP-glucose\:glycoprotein glucosyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g74910 - GO0016779 nucleotidyltransferase activity
at_At2g19880 GO0008120 ceramide glucosyltransferase activity
at_At2g20810 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g35020 - GO0016779 nucleotidyltransferase activity
at_At2g35650 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g37090 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g47180 GO0016758 transferase activity\, transferring hexosyl groups
at_At3g07330 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g28180 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g50760 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g55590 - GO0016779 nucleotidyltransferase activity
at_At3g58790 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g23990 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g26250 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g33330 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g03760 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g16190 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g17310 - GO0003983 UTP-glucose-1-phosphate uridylyltransferase activity
at_At5g18480 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g22740 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g30500 GO0016758 transferase activity\, transferring hexosyl groups
at_At5g54690 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g60700 GO0016757 transferase activity\, transferring glycosyl groups
Training Accuracy: 25/29 (86.21%)
Training Frequency class 'GO0016757': 123/3178 (3.87%)
Evaluation on validation data (1624 items):
at_At1g06780 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g24070 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At1g24170 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g27600 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g60450 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g70090 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g24630 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g35710 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g39770 - GO0004475 mannose-1-phosphate guanylyltransferase activity
GO0016779 nucleotidyltransferase activity
at_At2g46480 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g25140 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At3g28340 GO0016758 transferase activity\, transferring hexosyl groups
at_At3g56000 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At3g62660 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g02130 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g24000 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g36890 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g38240 GO0003827 alpha-1\,3-mannosylglycoprotein 2-beta-N-acetylglucosaminyltransferase activity
GO0016262 protein N-acetylglucosaminyltransferase activity
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g47780 GO0016757 transferase activity\, transferring glycosyl groups
Validation Accuracy: 18/19 (94.74%)
Validation Frequency class 'GO0016757': 74/1624 (4.56%)
Evaluation on propertest data (2476 items):
at_At1g08990 GO0016757 transferase activity\, transferring glycosyl groups
at_At1g09350 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g23480 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At1g77130 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g04650 - GO0016779 nucleotidyltransferase activity
at_At2g32530 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g38650 GO0016757 transferase activity\, transferring glycosyl groups
at_At2g39630 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g18660 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g55830 GO0016757 transferase activity\, transferring glycosyl groups
at_At3g61130 GO0016757 transferase activity\, transferring glycosyl groups
at_At4g07960 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g13410 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g16590 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
GO0046527 glucosyltransferase activity
at_At4g16600 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g24010 GO0016740 transferase activity
GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g30570 - GO0016779 nucleotidyltransferase activity
at_At4g31590 GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g38270 GO0016757 transferase activity\, transferring glycosyl groups
at_At5g15470 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g23790 GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At5g67230 GO0016757 transferase activity\, transferring glycosyl groups
Propertest Accuracy: 20/22 (90.91%)
Propertest Frequency class 'GO0016757': 114/2476 (4.60%)
New (unknown) data (1624 items):
at_At1g31070 - GO0005554 molecular_function unknown
at_At1g53000 - no entry null
at_At1g56550 - GO0005554 molecular_function unknown
at_At4g01220 - GO0005554 molecular_function unknown
at_At4g01750 - GO0005554 molecular_function unknown
at_At5g12260 - GO0005554 molecular_function unknown
at_At1g18580 - GO0005554 molecular_function unknown
at_At2g02500 - GO0005554 molecular_function unknown
at_At2g45320 - GO0005554 molecular_function unknown
at_At3g08900 - GO0005554 molecular_function unknown
at_At3g56040 - GO0005554 molecular_function unknown
at_At5g46420 - GO0005554 molecular_function unknown
at_At1g64980 - GO0005554 molecular_function unknown
at_At4g01770 - GO0005554 molecular_function unknown
at_At5g15650 - GO0005554 molecular_function unknown
at_At5g50750 - GO0005554 molecular_function unknown
at_At5g52560 - GO0005554 molecular_function unknown
------------------
Rule 35
a.4.1 > 0.0098
c.55.3 > 0.00027
d.58.7 <= 0.015
-> class GO0003723 "RNA binding"
Evaluation on training data (3178 items):
at_At1g07360 GO0003723 RNA binding
at_At1g11650 GO0003723 RNA binding
at_At1g13730 GO0003723 RNA binding
at_At1g14790 - GO0003676 nucleic acid binding
GO0003968 RNA-directed RNA polymerase activity
at_At1g16610 GO0003723 RNA binding
GO0005515 protein binding
at_At1g18630 GO0003723 RNA binding
at_At1g22910 GO0003723 RNA binding
at_At1g23860 GO0008248 pre-mRNA splicing factor activity
at_At1g27650 GO0003723 RNA binding
at_At1g37140 GO0003723 RNA binding
at_At1g43190 GO0003723 RNA binding
at_At1g47500 GO0003723 RNA binding
at_At1g49600 GO0003723 RNA binding
at_At1g50300 GO0003723 RNA binding
at_At1g51510 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_At1g73530 GO0003723 RNA binding
at_At1g76460 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At2g03640 GO0003723 RNA binding
at_At2g14550 GO0003723 RNA binding
at_At2g14870 GO0003723 RNA binding
at_At2g16260 GO0003723 RNA binding
at_At2g22100 GO0003723 RNA binding
at_At2g28530 GO0003723 RNA binding
at_At2g29580 GO0003723 RNA binding
at_At2g30260 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At2g33440 GO0003723 RNA binding
at_At2g37510 GO0003723 RNA binding
at_At2g42890 GO0003723 RNA binding
at_At2g43410 GO0003723 RNA binding
at_At2g44710 GO0003723 RNA binding
at_At2g46610 GO0003723 RNA binding
at_At2g47310 GO0003723 RNA binding
at_At3g07250 GO0003723 RNA binding
at_At3g08000 GO0003723 RNA binding
at_At3g10400 GO0003723 RNA binding
at_At3g11400 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At3g14450 GO0003723 RNA binding
at_At3g16380 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At3g19090 GO0003723 RNA binding
at_At3g19130 GO0003723 RNA binding
at_At3g20930 GO0003723 RNA binding
at_At3g21100 GO0003723 RNA binding
at_At3g26420 GO0003723 RNA binding
at_At3g45630 GO0003723 RNA binding
at_At3g46020 GO0003723 RNA binding
at_At3g47120 GO0003723 RNA binding
at_At3g50670 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At3g52150 GO0003723 RNA binding
at_At3g61860 GO0008248 pre-mRNA splicing factor activity
at_At3g63450 GO0003723 RNA binding
at_At4g00830 GO0003723 RNA binding
at_At4g03110 GO0003723 RNA binding
at_At4g10110 GO0003723 RNA binding
at_At4g18120 GO0003723 RNA binding
at_At4g24270 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_At4g31580 GO0008248 pre-mRNA splicing factor activity
at_At4g34110 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At4g36690 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At4g39260 GO0003723 RNA binding
at_At5g04600 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g06000 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At5g07060 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g07290 GO0003723 RNA binding
at_At5g10350 GO0003723 RNA binding
at_At5g10800 GO0003723 RNA binding
at_At5g16260 GO0003723 RNA binding
at_At5g18810 GO0003723 RNA binding
at_At5g24440 GO0003723 RNA binding
at_At5g27640 - GO0003676 nucleic acid binding
GO0003743 translation initiation factor activity
at_At5g41690 GO0003723 RNA binding
at_At5g42820 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_At5g61030 GO0003723 RNA binding
at_At5g66010 GO0003723 RNA binding
Training Accuracy: 85/87 (97.70%)
Training Frequency class 'GO0003723': 143/3178 (4.50%)
Evaluation on validation data (1624 items):
at_At1g02840 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At1g06960 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
at_At1g07350 GO0003723 RNA binding
at_At1g09140 GO0003723 RNA binding
GO0003729 mRNA binding
at_At1g09230 GO0003723 RNA binding
at_At1g10320 GO0003723 RNA binding
at_At1g22760 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g29400 GO0003723 RNA binding
at_At1g34140 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g47490 GO0003723 RNA binding
at_At1g49760 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At1g53650 GO0003723 RNA binding
at_At1g71770 GO0003723 RNA binding
GO0003743 translation initiation factor activity
GO0008143 poly(A) binding
at_At1g71800 GO0003723 RNA binding
at_At1g73490 GO0003723 RNA binding
at_At1g78260 GO0003723 RNA binding
at_At2g19380 GO0003723 RNA binding
at_At2g24350 GO0003723 RNA binding
at_At2g35410 GO0003723 RNA binding
at_At2g36660 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At2g46780 GO0003723 RNA binding
at_At3g06970 GO0003723 RNA binding
at_At3g12640 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At3g13570 GO0003723 RNA binding
at_At3g13700 GO0003723 RNA binding
at_At3g23830 GO0003723 RNA binding
at_At3g27700 GO0003723 RNA binding
at_At3g49430 GO0003723 RNA binding
at_At3g53460 GO0003723 RNA binding
at_At3g55340 GO0003723 RNA binding
at_At3g55460 GO0003723 RNA binding
at_At4g12640 GO0003723 RNA binding
at_At4g13860 GO0003723 RNA binding
at_At5g05720 GO0003723 RNA binding
at_At5g06210 GO0003723 RNA binding
at_At5g19030 GO0003723 RNA binding
at_At5g25060 GO0003723 RNA binding
at_At5g28390 GO0003723 RNA binding
at_At5g46840 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g47620 GO0003723 RNA binding
at_At5g53180 GO0003723 RNA binding
at_At5g54580 GO0003723 RNA binding
at_At5g61960 GO0003723 RNA binding
at_At5g64200 GO0003723 RNA binding
at_At5g65260 GO0003723 RNA binding
Validation Accuracy: 45/45 (100.00%)
Validation Frequency class 'GO0003723': 80/1624 (4.93%)
Evaluation on propertest data (2476 items):
at_At1g01080 GO0003723 RNA binding
at_At1g13190 GO0003723 RNA binding
at_At1g17370 GO0003730 mRNA 3'-UTR binding
at_At1g17640 GO0003723 RNA binding
at_At1g20880 GO0003723 RNA binding
at_At1g22330 GO0003723 RNA binding
at_At1g32790 GO0003723 RNA binding
at_At1g33470 GO0003723 RNA binding
at_At1g45100 GO0003723 RNA binding
at_At1g53720 - GO0003676 nucleic acid binding
GO0003755 peptidyl-prolyl cis-trans isomerase activity
at_At1g54080 GO0003730 mRNA 3'-UTR binding
at_At1g60000 GO0003723 RNA binding
at_At1g60650 GO0003723 RNA binding
at_At1g60830 GO0003723 RNA binding
at_At1g67770 GO0003723 RNA binding
at_At1g74230 GO0003723 RNA binding
at_At2g05160 GO0003723 RNA binding
at_At2g18510 GO0003723 RNA binding
at_At2g21440 GO0003723 RNA binding
at_At2g21660 GO0003723 RNA binding
at_At2g21690 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At2g22090 GO0003723 RNA binding
at_At2g23350 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At2g24590 GO0008248 pre-mRNA splicing factor activity
at_At2g33410 GO0003723 RNA binding
at_At2g37340 GO0008248 pre-mRNA splicing factor activity
at_At2g41060 GO0003723 RNA binding
at_At2g43370 GO0003723 RNA binding
at_At2g47580 GO0003723 RNA binding
GO0008248 pre-mRNA splicing 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_At3g26120 GO0003723 RNA binding
at_At3g48830 GO0003723 RNA binding
GO0004652 polynucleotide adenylyltransferase activity
at_At3g49390 GO0003723 RNA binding
at_At3g49500 - GO0003676 nucleic acid binding
GO0003968 RNA-directed RNA polymerase activity
at_At3g51950 GO0003723 RNA binding
at_At3g52380 GO0003723 RNA binding
at_At3g52660 GO0003723 RNA binding
at_At3g54770 GO0003723 RNA binding
at_At3g56860 GO0003723 RNA binding
at_At4g02430 GO0003723 RNA binding
at_At4g09040 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At4g10610 GO0003723 RNA binding
at_At4g11130 - GO0003968 RNA-directed RNA polymerase activity
at_At4g13850 GO0003723 RNA binding
at_At4g14300 GO0003723 RNA binding
at_At4g16280 GO0003723 RNA binding
at_At4g19610 GO0003723 RNA binding
at_At4g20030 GO0003723 RNA binding
at_At4g24770 GO0003723 RNA binding
at_At4g32720 GO0003723 RNA binding
at_At4g36960 GO0003723 RNA binding
at_At5g04210 GO0003723 RNA binding
at_At5g04280 GO0003723 RNA binding
at_At5g12190 GO0003723 RNA binding
at_At5g19350 GO0003723 RNA binding
at_At5g19960 GO0003723 RNA binding
at_At5g25780 - GO0003676 nucleic acid binding
GO0003743 translation initiation factor activity
at_At5g28330 GO0003723 RNA binding
at_At5g43960 GO0003723 RNA binding
at_At5g46250 GO0003723 RNA binding
at_At5g47320 GO0003723 RNA binding
at_At5g51120 GO0003723 RNA binding
at_At5g53680 GO0003676 nucleic acid binding
GO0003723 RNA binding
at_At5g53720 GO0003723 RNA binding
at_At5g55670 GO0003723 RNA binding
at_At5g60170 GO0003723 RNA binding
at_At5g60980 GO0003723 RNA binding
Propertest Accuracy: 67/71 (94.37%)
Propertest Frequency class 'GO0003723': 105/2476 (4.24%)
New (unknown) data (1624 items):
at_At1g21320 - GO0005554 molecular_function unknown
at_At1g21570 - GO0003676 nucleic acid binding
at_At1g33980 - GO0005554 molecular_function unknown
at_At1g48920 - GO0003676 nucleic acid binding
at_At1g51530 - GO0003676 nucleic acid binding
at_At1g67950 - GO0003676 nucleic acid binding
at_At1g79100 - GO0005554 molecular_function unknown
at_At2g05370 - GO0005554 molecular_function unknown
at_At2g07740 - no entry null
at_At2g26000 - GO0003824 catalytic activity
at_At2g27330 - GO0003676 nucleic acid binding
at_At2g42240 - GO0003676 nucleic acid binding
at_At3g09160 - GO0003676 nucleic acid binding
at_At3g46470 - GO0005554 molecular_function unknown
at_At3g52980 - GO0003676 nucleic acid binding
at_At3g53500 - no entry null
at_At4g08750 - GO0003676 nucleic acid binding
at_At4g24420 - GO0003676 nucleic acid binding
at_At5g02530 - GO0003676 nucleic acid binding
at_At5g03480 - GO0005554 molecular_function unknown
at_At5g05430 - GO0005554 molecular_function unknown
at_At5g09880 - GO0003676 nucleic acid binding
at_At5g25200 - GO0005554 molecular_function unknown
at_At5g46870 - GO0003676 nucleic acid binding
at_At5g51300 - GO0005554 molecular_function unknown
at_At5g51730 - GO0005554 molecular_function unknown
at_At1g13690 - no entry null
at_At1g27750 - GO0005554 molecular_function unknown
at_At1g30480 - no entry null
at_At1g31600 - GO0003676 nucleic acid binding
at_At1g51520 - GO0005554 molecular_function unknown
at_At1g60200 - GO0003676 nucleic acid binding
at_At1g66260 - GO0003676 nucleic acid binding
at_At1g72800 - GO0005554 molecular_function unknown
at_At1g76940 - GO0003676 nucleic acid binding
at_At1g79880 - GO0005554 molecular_function unknown
at_At2g14160 - GO0003676 nucleic acid binding
at_At2g16940 - GO0003676 nucleic acid binding
at_At2g27790 - GO0005554 molecular_function unknown
at_At3g15605 - GO0005554 molecular_function unknown
at_At3g18610 - GO0003676 nucleic acid binding
at_At3g19330 - GO0005554 molecular_function unknown
at_At3g23900 - GO0003676 nucleic acid binding
at_At3g54230 - GO0003676 nucleic acid binding
at_At3g56510 - no entry null
at_At4g12630 - no entry null
at_At4g17720 - GO0003676 nucleic acid binding
at_At5g02740 - GO0005554 molecular_function unknown
at_At5g07930 - GO0003676 nucleic acid binding
at_At5g16840 - GO0003676 nucleic acid binding
at_At5g32450 - GO0003676 nucleic acid binding
at_At5g37720 - GO0003676 nucleic acid binding
at_At5g58130 - no entry null
at_At5g58470 - GO0005488 binding
at_At1g05970 - GO0005554 molecular_function unknown
at_At1g14340 - GO0003676 nucleic acid binding
at_At2g28450 - GO0003676 nucleic acid binding
at_At2g43970 - GO0003676 nucleic acid binding
at_At3g08530 - GO0005198 structural molecule activity
at_At3g48840 - GO0003676 nucleic acid binding
at_At3g54510 - GO0005554 molecular_function unknown
at_At5g03500 - GO0005554 molecular_function unknown
at_At5g23590 - GO0003754 chaperone activity
at_At5g25600 - GO0005554 molecular_function unknown
at_At5g53700 - GO0005554 molecular_function unknown
at_At5g59950 - GO0003676 nucleic acid binding
------------------
Rule 44
b.38.1 <= 3e-17
-> class GO0003723 "RNA binding"
Evaluation on training data (3178 items):
at_At1g03330 GO0008248 pre-mRNA splicing factor activity
at_At1g19120 GO0008248 pre-mRNA splicing factor activity
at_At1g21190 GO0008248 pre-mRNA splicing factor activity
at_At1g65700 GO0008248 pre-mRNA splicing factor activity
at_At1g76300 GO0008248 pre-mRNA splicing factor activity
at_At2g23930 GO0008248 pre-mRNA splicing factor activity
at_At3g14080 GO0008248 pre-mRNA splicing factor activity
at_At3g59810 GO0008248 pre-mRNA splicing factor activity
at_At3g62840 GO0008248 pre-mRNA splicing factor activity
at_At5g48870 GO0003723 RNA binding
GO0008248 pre-mRNA splicing factor activity
Training Accuracy: 10/10 (100.00%)
Training Frequency class 'GO0003723': 143/3178 (4.50%)
Evaluation on validation data (1624 items):
at_At2g03870 GO0008248 pre-mRNA splicing factor activity
at_At2g47640 GO0008248 pre-mRNA splicing factor activity
at_At4g02840 GO0008248 pre-mRNA splicing factor activity
at_At4g20440 GO0008248 pre-mRNA splicing factor activity
at_At5g44500 GO0008248 pre-mRNA splicing factor activity
Validation Accuracy: 5/5 (100.00%)
Validation Frequency class 'GO0003723': 80/1624 (4.93%)
Evaluation on propertest data (2476 items):
at_At1g20580 GO0008248 pre-mRNA splicing factor activity
at_At1g76860 GO0008248 pre-mRNA splicing factor activity
at_At2g43810 GO0008248 pre-mRNA splicing factor activity
at_At3g07590 GO0008248 pre-mRNA splicing factor activity
at_At3g11500 GO0008248 pre-mRNA splicing factor activity
at_At4g30220 GO0008248 pre-mRNA splicing factor activity
at_At5g27720 GO0008248 pre-mRNA splicing factor activity
Propertest Accuracy: 7/7 (100.00%)
Propertest Frequency class 'GO0003723': 105/2476 (4.24%)
New (unknown) data (1624 items):
------------------
Rule 338
d.50.1 <= 1.5e-05
-> class GO0003723 "RNA binding"
Evaluation on training data (3178 items):
at_At1g09700 GO0003725 double-stranded RNA binding
at_At2g28380 GO0003725 double-stranded RNA binding
at_At3g62800 GO0003725 double-stranded RNA binding
at_At5g45150 GO0003725 double-stranded RNA binding
GO0004525 ribonuclease III activity
Training Accuracy: 4/4 (100.00%)
Training Frequency class 'GO0003723': 143/3178 (4.50%)
Evaluation on validation data (1624 items):
at_At1g80650 GO0003725 double-stranded RNA binding
at_At4g20920 GO0003725 double-stranded RNA binding
at_At5g41070 GO0003725 double-stranded RNA binding
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0003723': 80/1624 (4.93%)
Evaluation on propertest data (2476 items):
Propertest Accuracy: 0/0 (0.00%)
Propertest Frequency class 'GO0003723': 105/2476 (4.93%)
New (unknown) data (1624 items):
at_At2g33800 - GO0003735 structural constituent of ribosome
at_At2g41840 - GO0003735 structural constituent of ribosome
at_At1g64880 - GO0003735 structural constituent of ribosome
at_At3g57490 - GO0003735 structural constituent of ribosome
at_At4g20910 - no entry null
at_At1g58380 - GO0003735 structural constituent of ribosome
at_At4g00420 - no entry null
------------------
Rule 161
a.118.1 <= 4.9e-08
b > 0.02
d.144.1 > 7.3e-09
d.148 > 0
-> class GO0003723 "RNA binding"
Evaluation on training data (3178 items):
at_At1g21620 GO0003723 RNA binding
at_At1g25490 - GO0008601 protein phosphatase type 2A regulator activity
at_At1g35730 GO0003723 RNA binding
at_At1g35850 GO0003723 RNA binding
at_At1g55860 - GO0004840 ubiquitin conjugating enzyme activity
GO0004842 ubiquitin-protein ligase activity
at_At1g56030 GO0003723 RNA binding
at_At1g62410 - GO0003743 translation initiation factor activity
at_At1g80930 GO0003723 RNA binding
at_At2g13540 GO0000339 RNA cap binding
at_At2g35630 - GO0008017 microtubule binding
at_At2g39260 GO0003723 RNA binding
at_At3g10360 GO0003723 RNA binding
at_At3g25800 - GO0008601 protein phosphatase type 2A regulator activity
at_At3g60860 - GO0005085 guanyl-nucleotide exchange factor activity
at_At4g25880 GO0003723 RNA binding
at_At4g38600 - GO0004842 ubiquitin-protein ligase activity
at_At5g02880 - GO0004842 ubiquitin-protein ligase activity
GO0005554 molecular_function unknown
at_At5g43090 GO0003723 RNA binding
at_At5g56510 GO0003723 RNA binding
at_At5g57870 GO0003723 RNA binding
GO0003743 translation initiation factor activity
Training Accuracy: 12/20 (60.00%)
Training Frequency class 'GO0003723': 143/3178 (4.50%)
Evaluation on validation data (1624 items):
at_At1g01960 - GO0005085 guanyl-nucleotide exchange factor activity
at_At1g13320 - GO0008601 protein phosphatase type 2A regulator activity
at_At1g22240 GO0003723 RNA binding
at_At1g35750 GO0003723 RNA binding
at_At1g48760 - GO0030276 clathrin binding
at_At1g72320 GO0003723 RNA binding
at_At1g78160 GO0003723 RNA binding
at_At2g24050 GO0003723 RNA binding
at_At2g29190 GO0003723 RNA binding
at_At2g44900 - GO0004842 ubiquitin-protein ligase activity
at_At3g16810 GO0003723 RNA binding
at_At4g31480 - GO0030276 clathrin binding
at_At4g38200 - GO0005085 guanyl-nucleotide exchange factor activity
at_At5g09610 GO0003723 RNA binding
at_At5g59280 GO0003723 RNA binding
at_At5g60110 GO0003723 RNA binding
Validation Accuracy: 10/16 (62.50%)
Validation Frequency class 'GO0003723': 80/1624 (4.93%)
Evaluation on propertest data (2476 items):
at_At1g31730 - GO0030276 clathrin binding
at_At2g29140 GO0003723 RNA binding
at_At2g29200 GO0003723 RNA binding
at_At3g43300 - GO0005085 guanyl-nucleotide exchange factor activity
at_At3g54280 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g60240 GO0003723 RNA binding
GO0003743 translation initiation factor activity
at_At4g08840 GO0003723 RNA binding
at_At4g31490 - GO0030276 clathrin binding
at_At4g34450 - GO0030276 clathrin binding
at_At4g35380 - GO0005085 guanyl-nucleotide exchange factor activity
at_At5g43110 GO0003723 RNA binding
at_At5g60180 GO0003723 RNA binding
Propertest Accuracy: 6/12 (50.00%)
Propertest Frequency class 'GO0003723': 105/2476 (4.24%)
New (unknown) data (1624 items):
at_At1g01950 - no entry null
at_At1g02690 - GO0008565 protein transporter activity
at_At1g04810 - GO0005554 molecular_function unknown
at_At1g05960 - GO0005554 molecular_function unknown
at_At1g12430 - no entry null
at_At1g12930 - GO0005554 molecular_function unknown
at_At1g14300 - GO0005554 molecular_function unknown
at_At1g20780 - GO0005554 molecular_function unknown
at_At1g23030 - GO0005554 molecular_function unknown
at_At1g24330 - GO0005554 molecular_function unknown
at_At1g27210 - GO0005554 molecular_function unknown
at_At1g56040 - GO0005554 molecular_function unknown
at_At1g61850 - GO0005554 molecular_function unknown
at_At1g64790 - GO0005554 molecular_function unknown
at_At1g66160 - GO0005554 molecular_function unknown
at_At1g67530 - GO0005554 molecular_function unknown
at_At2g04310 - GO0004803 transposase activity
at_At2g20580 - GO0005554 molecular_function unknown
at_At2g23500 - GO0004803 transposase activity
at_At2g25130 - GO0005554 molecular_function unknown
at_At2g36810 - GO0005554 molecular_function unknown
at_At2g47980 - GO0005554 molecular_function unknown
at_At3g06720 - GO0008565 protein transporter activity
at_At3g08960 - GO0008565 protein transporter activity
at_At3g09350 - GO0005554 molecular_function unknown
at_At3g18710 - GO0005554 molecular_function unknown
at_At3g20800 - GO0005554 molecular_function unknown
at_At3g24270 - GO0005554 molecular_function unknown
at_At3g27530 - GO0005554 molecular_function unknown
at_At3g42050 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At3g49810 - GO0005554 molecular_function unknown
at_At3g50030 - GO0005554 molecular_function unknown
at_At3g53800 - GO0005554 molecular_function unknown
at_At3g54790 - GO0005554 molecular_function unknown
at_At3g54850 - GO0005554 molecular_function unknown
at_At3g54870 - no entry null
at_At3g57570 - GO0005554 molecular_function unknown
at_At4g02150 - GO0008565 protein transporter activity
at_At4g08720 - no entry null
at_At4g15890 - GO0005554 molecular_function unknown
at_At4g17270 - GO0005554 molecular_function unknown
at_At4g27060 - GO0005554 molecular_function unknown
at_At4g36030 - GO0005554 molecular_function unknown
at_At4g36550 - GO0005554 molecular_function unknown
at_At5g01400 - GO0005554 molecular_function unknown
at_At5g06120 - GO0008565 protein transporter activity
at_At5g06350 - GO0005554 molecular_function unknown
at_At5g09800 - GO0005554 molecular_function unknown
at_At5g14510 - GO0005554 molecular_function unknown
at_At5g14790 - GO0005554 molecular_function unknown
at_At5g15540 - GO0005554 molecular_function unknown
at_At5g16210 - GO0005554 molecular_function unknown
at_At5g17020 - GO0004872 receptor activity
GO0005515 protein binding
GO0008565 protein transporter activity
at_At5g18940 - GO0005554 molecular_function unknown
at_At5g19330 - GO0005515 protein binding
at_At5g19820 - GO0016829 lyase activity
at_At5g27010 - GO0005554 molecular_function unknown
at_At5g27970 - GO0005554 molecular_function unknown
at_At5g37490 - GO0005554 molecular_function unknown
at_At5g40140 - GO0005554 molecular_function unknown
at_At5g41950 - GO0005554 molecular_function unknown
at_At5g49310 - GO0008565 protein transporter activity
at_At5g52000 - GO0008565 protein transporter activity
at_At5g58680 - GO0005554 molecular_function unknown
at_At5g64270 - no entry null
at_At5g64490 - GO0005554 molecular_function unknown
at_At5g65200 - GO0005554 molecular_function unknown
at_At1g01410 - GO0005554 molecular_function unknown
at_At1g01830 - GO0005554 molecular_function unknown
at_At1g09270 - GO0008565 protein transporter activity
at_At1g23180 - GO0005554 molecular_function unknown
at_At1g23940 - GO0005554 molecular_function unknown
at_At1g26170 - GO0008565 protein transporter activity
at_At1g29030 - GO0005554 molecular_function unknown
at_At1g32880 - GO0008565 protein transporter activity
at_At1g49780 - GO0005554 molecular_function unknown
at_At1g50240 - GO0005554 molecular_function unknown
at_At1g50890 - GO0005554 molecular_function unknown
at_At1g59850 - GO0005554 molecular_function unknown
at_At1g60190 - GO0005554 molecular_function unknown
at_At1g61350 - GO0005554 molecular_function unknown
at_At1g64960 - GO0005554 molecular_function unknown
at_At1g67140 - GO0005554 molecular_function unknown
at_At1g68940 - GO0005554 molecular_function unknown
at_At1g71020 - GO0005554 molecular_function unknown
at_At1g72560 - no entry null
at_At1g79190 - GO0005554 molecular_function unknown
at_At2g02560 - GO0005554 molecular_function unknown
at_At2g07170 - GO0005554 molecular_function unknown
at_At2g16950 - GO0008565 protein transporter activity
at_At2g16960 - no entry null
at_At2g20190 - GO0005554 molecular_function unknown
at_At2g23140 - GO0005554 molecular_function unknown
at_At2g26780 - GO0005554 molecular_function unknown
at_At2g26890 - GO0003754 chaperone activity
at_At2g27430 - GO0005554 molecular_function unknown
at_At2g28830 - GO0005554 molecular_function unknown
at_At2g31660 - GO0008565 protein transporter activity
at_At2g32730 - GO0005554 molecular_function unknown
at_At2g34040 - no entry null
at_At2g35930 - GO0005554 molecular_function unknown
at_At2g39910 - GO0005554 molecular_function unknown
at_At2g45720 - GO0005554 molecular_function unknown
at_At2g46210 - GO0016491 oxidoreductase activity
at_At2g46520 - GO0008565 protein transporter activity
at_At3g07360 - GO0005554 molecular_function unknown
at_At3g08800 - GO0005554 molecular_function unknown
at_At3g11840 - GO0005554 molecular_function unknown
at_At3g13330 - GO0005554 molecular_function unknown
at_At3g15180 - GO0005554 molecular_function unknown
at_At3g17340 - GO0008565 protein transporter activity
at_At3g18530 - GO0005554 molecular_function unknown
at_At3g19380 - GO0005554 molecular_function unknown
at_At3g22990 - GO0005554 molecular_function unknown
at_At3g26600 - GO0005554 molecular_function unknown
at_At3g27670 - GO0005554 molecular_function unknown
at_At3g32060 - GO0004803 transposase activity
at_At3g46510 - GO0005554 molecular_function unknown
at_At3g47820 - GO0005554 molecular_function unknown
at_At3g52450 - GO0005554 molecular_function unknown
at_At3g55480 - GO0005554 molecular_function unknown
at_At3g57060 - no entry null
at_At3g59020 - GO0008565 protein transporter activity
at_At3g61580 - GO0016491 oxidoreductase activity
at_At4g08560 - GO0005554 molecular_function unknown
at_At4g12710 - GO0005554 molecular_function unknown
at_At4g14280 - GO0005554 molecular_function unknown
at_At4g15830 - GO0005554 molecular_function unknown
at_At4g16490 - GO0005554 molecular_function unknown
at_At4g27640 - GO0008565 protein transporter activity
at_At4g27750 - GO0005554 molecular_function unknown
at_At4g28470 - GO0005554 molecular_function unknown
at_At4g31890 - GO0005554 molecular_function unknown
at_At4g34940 - GO0005554 molecular_function unknown
at_At4g38110 - GO0005554 molecular_function unknown
at_At5g02150 - GO0005554 molecular_function unknown
at_At5g03070 - GO0005554 molecular_function unknown
at_At5g11490 - GO0005554 molecular_function unknown
at_At5g17930 - GO0005554 molecular_function unknown
at_At5g18320 - GO0005554 molecular_function unknown
at_At5g18330 - GO0005554 molecular_function unknown
at_At5g18340 - GO0005554 molecular_function unknown
at_At5g18980 - GO0005554 molecular_function unknown
at_At5g22820 - GO0005554 molecular_function unknown
at_At5g37290 - GO0005554 molecular_function unknown
at_At5g37630 - GO0005554 molecular_function unknown
at_At5g43120 - GO0005554 molecular_function unknown
at_At5g48120 - GO0005554 molecular_function unknown
at_At5g50900 - GO0005554 molecular_function unknown
at_At5g62580 - GO0005554 molecular_function unknown
at_At5g66200 - GO0005554 molecular_function unknown
at_At5g67340 - GO0005554 molecular_function unknown
at_At1g04390 - GO0005554 molecular_function unknown
at_At1g10560 - GO0005554 molecular_function unknown
at_At1g27910 - GO0005554 molecular_function unknown
at_At1g29340 - GO0005554 molecular_function unknown
at_At1g51350 - GO0005554 molecular_function unknown
at_At1g76390 - GO0005554 molecular_function unknown
at_At1g77600 - GO0005554 molecular_function unknown
at_At2g01690 - GO0005554 molecular_function unknown
at_At2g03410 - GO0005554 molecular_function unknown
at_At2g05810 - GO0005554 molecular_function unknown
at_At3g08530 - GO0005198 structural molecule activity
at_At3g51980 - GO0005554 molecular_function unknown
at_At3g56210 - GO0005554 molecular_function unknown
at_At4g21350 - GO0005554 molecular_function unknown
at_At4g23540 - GO0005554 molecular_function unknown
at_At4g30990 - GO0005554 molecular_function unknown
at_At5g01830 - GO0005554 molecular_function unknown
at_At5g10200 - GO0005554 molecular_function unknown
at_At5g12980 - GO0005554 molecular_function unknown
at_At5g13060 - GO0005515 protein binding
at_At5g42340 - GO0005554 molecular_function unknown
at_At5g47540 - GO0005554 molecular_function unknown
at_At5g47690 - GO0005554 molecular_function unknown
at_At5g53480 - GO0008565 protein transporter activity
at_At5g62560 - GO0005554 molecular_function unknown
at_At5g62600 - GO0005554 molecular_function unknown
at_At5g64660 - GO0005554 molecular_function unknown
at_At5g65920 - GO0005554 molecular_function unknown
------------------
Rule 49
c.1.12 <= 1.9e-12
c.49.1 > 4.4e-26
-> class GO0016830 "carbon-carbon lyase activity"
Evaluation on training data (3178 items):
at_At1g20860 - GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At2g42600 GO0008964 phosphoenolpyruvate carboxylase activity
at_At3g21720 GO0004451 isocitrate lyase activity
at_At4g10750 GO0016228 aldolase activity
at_At5g43350 - GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
Training Accuracy: 3/5 (60.00%)
Training Frequency class 'GO0016830': 36/3178 (1.13%)
Evaluation on validation data (1624 items):
at_At1g53310 GO0008964 phosphoenolpyruvate carboxylase activity
at_At1g68750 GO0008964 phosphoenolpyruvate carboxylase activity
at_At1g76430 - GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At2g32830 - GO0005315 inorganic phosphate transporter activity
GO0015114 phosphate transporter activity
at_At2g38940 - GO0005315 inorganic phosphate transporter activity
GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At2g46110 - GO0003864 3-methyl-2-oxobutanoate hydroxymethyltransferase activity
at_At3g52990 - GO0004743 pyruvate kinase activity
at_At3g54700 - GO0005351 sugar porter activity
GO0015114 phosphate transporter activity
GO0015144 carbohydrate transporter activity
at_At4g24080 GO0016228 aldolase 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: 3/11 (27.27%)
Validation Frequency class 'GO0016830': 14/1624 (0.86%)
Evaluation on propertest data (2476 items):
at_At2g36580 - GO0004743 pyruvate kinase activity
at_At3g14940 GO0008964 phosphoenolpyruvate carboxylase activity
at_At3g55650 - GO0004743 pyruvate kinase activity
at_At3g61530 - GO0003864 3-methyl-2-oxobutanoate hydroxymethyltransferase 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: 1/5 (20.00%)
Propertest Frequency class 'GO0016830': 33/2476 (1.33%)
New (unknown) data (1624 items):
at_At1g77060 - GO0005554 molecular_function unknown
at_At3g49160 - no entry null
at_At2g43180 - GO0005554 molecular_function unknown
at_At4g15530 - no entry null
at_At1g21440 - no entry null
------------------
Rule 31
b.82.2 <= 7.4e-19
-> class GO0016705 "oxidoreductase activity\, acting on paired donors\, with incorporation or reduction of molecular oxygen"
Evaluation on training data (3178 items):
at_At1g03400 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_At1g06620 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_At1g12010 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g14130 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_At1g17010 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_At1g30040 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g44090 GO0045544 gibberellin 20-oxidase activity
at_At1g47990 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_At1g62310 - GO0003700 transcription factor activity
at_At1g62380 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g80330 GO0016707 gibberellin 3-beta-dioxygenase activity
at_At1g80340 GO0016707 gibberellin 3-beta-dioxygenase activity
at_At2g25450 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_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_At3g12900 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_At3g20810 - GO0003700 transcription factor activity
at_At3g46490 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_At3g46500 GO0045544 gibberellin 20-oxidase activity
at_At3g60290 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_At4g03050 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_At4g03060 GO0016702 oxidoreductase activity\, acting on single donors with incorporation of molecular oxygen\, incorporation of two atoms of oxygen
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_At4g10490 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_At4g21200 GO0045544 gibberellin 20-oxidase activity
at_At4g25310 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_At5g07480 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_At5g08640 - GO0045431 flavonol synthase 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
at_At5g24530 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_At5g43450 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_At5g54000 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_At5g58660 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_At5g63580 - GO0045431 flavonol synthase activity
at_At5g63590 - GO0045431 flavonol synthase activity
at_At5g63600 - GO0045431 flavonol synthase activity
Training Accuracy: 32/40 (80.00%)
Training Frequency class 'GO0016705': 41/3178 (1.29%)
Evaluation on validation data (1624 items):
at_At1g02400 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g06640 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_At1g15550 GO0016707 gibberellin 3-beta-dioxygenase activity
at_At1g17020 GO0016682 oxidoreductase activity\, acting on diphenols and related substances as donors\, oxygen as acceptor
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_At1g77330 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g78280 - GO0016757 transferase activity\, transferring glycosyl groups
at_At2g19590 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At3g19010 - GO0045431 flavonol synthase activity
at_At4g00990 - GO0003700 transcription factor activity
at_At4g21690 GO0016707 gibberellin 3-beta-dioxygenase activity
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_At5g51310 GO0045544 gibberellin 20-oxidase activity
at_At5g59530 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
GO0016757 transferase activity\, transferring glycosyl groups
Validation Accuracy: 9/14 (64.29%)
Validation Frequency class 'GO0016705': 14/1624 (0.86%)
Evaluation on propertest data (2476 items):
at_At1g03410 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_At1g04350 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_At1g04380 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_At1g05010 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At1g06650 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_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_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
at_At1g35190 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_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_At1g50960 GO0045544 gibberellin 20-oxidase activity
at_At1g52800 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_At1g52820 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_At1g55290 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_At1g78440 GO0045543 gibberellin 2-beta-dioxygenase activity
at_At1g78550 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_At1g80320 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_At2g06960 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_At2g30830 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_At2g30840 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_At2g36690 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_At2g38240 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_At3g11180 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_At3g13610 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_At3g19000 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_At3g46480 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_At3g47190 - GO0009815 1-aminocyclopropane-1-carboxylate oxidase activity
at_At3g51240 GO0045486 naringenin 3-dioxygenase activity
at_At3g55970 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_At3g61400 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_At4g03070 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_At4g22870 - GO0045432 leucoanthocyanidin dioxygenase activity
at_At4g22880 - GO0045432 leucoanthocyanidin dioxygenase activity
at_At4g25420 GO0045544 gibberellin 20-oxidase activity
at_At5g05600 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_At5g43440 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_At5g51810 GO0045544 gibberellin 20-oxidase activity
at_At5g63080 - GO0003700 transcription factor activity
Propertest Accuracy: 33/38 (86.84%)
Propertest Frequency class 'GO0016705': 42/2476 (1.70%)
New (unknown) data (1624 items):
at_At2g38500 - GO0005554 molecular_function unknown
at_At3g12940 - GO0005554 molecular_function unknown
at_At3g21420 - no entry null
at_At3g49630 - GO0016491 oxidoreductase activity
at_At3g63290 - GO0005554 molecular_function unknown
at_At4g13400 - GO0005554 molecular_function unknown
at_At1g79760 - GO0005554 molecular_function unknown
at_At3g11150 - GO0005554 molecular_function unknown
at_At3g21360 - GO0005554 molecular_function unknown
at_At3g49620 - GO0016491 oxidoreductase activity
at_At3g50210 - GO0016491 oxidoreductase activity
at_At4g23340 - no entry null
at_At5g06550 - no entry null
at_At5g19840 - GO0005554 molecular_function unknown
at_At5g48020 - GO0005554 molecular_function unknown
at_At5g54100 - GO0005554 molecular_function unknown
at_At5g59540 - no entry null
at_At1g52810 - no entry null
at_At3g45880 - GO0005554 molecular_function unknown
------------------
Rule 68
c.3.1 <= 1.5e-06
d > 0.02
-> class GO0004497 "monooxygenase activity"
Evaluation on training data (3178 items):
at_At1g06820 - GO0046608 carotenoid isomerase activity
at_At1g12140 GO0004497 monooxygenase activity
at_At1g12200 GO0004497 monooxygenase activity
at_At1g19250 GO0004497 monooxygenase activity
at_At1g24340 GO0004497 monooxygenase activity
at_At1g48910 GO0004497 monooxygenase activity
at_At1g58440 GO0004506 squalene monooxygenase activity
at_At1g62570 GO0004497 monooxygenase activity
at_At1g62600 GO0004497 monooxygenase activity
at_At1g63340 GO0004497 monooxygenase activity
at_At1g63390 GO0004497 monooxygenase activity
at_At2g20800 - GO0003954 NADH dehydrogenase activity
at_At2g22830 GO0004506 squalene monooxygenase activity
at_At2g33230 GO0004497 monooxygenase activity
at_At3g09580 - GO0004041 amine oxidase (flavin-containing) activity
at_At3g10230 - GO0045436 lycopene beta cyclase activity
at_At3g24200 GO0004497 monooxygenase activity
at_At4g01690 - GO0004729 protoporphyrinogen oxidase activity
at_At4g15760 GO0004497 monooxygenase activity
at_At4g21490 - GO0003954 NADH dehydrogenase activity
at_At4g28570 - GO0009055 electron carrier activity
at_At4g28720 GO0004497 monooxygenase activity
at_At4g32360 - GO0009055 electron carrier activity
at_At4g37760 GO0004506 squalene monooxygenase activity
at_At4g38540 GO0004497 monooxygenase activity
at_At5g07800 GO0004497 monooxygenase activity
at_At5g19180 - GO0008642 ubiquitin-like activating enzyme activity
GO0019781 NEDD8 activating enzyme activity
at_At5g24150 GO0004506 squalene monooxygenase activity
Training Accuracy: 19/28 (67.86%)
Training Frequency class 'GO0004497': 20/3178 (0.63%)
Evaluation on validation data (1624 items):
at_At1g04180 GO0004497 monooxygenase activity
at_At1g07180 - GO0003954 NADH dehydrogenase activity
at_At1g21430 GO0004497 monooxygenase activity
at_At1g62540 GO0004497 monooxygenase activity
at_At1g62580 GO0004497 monooxygenase activity
at_At1g62620 GO0004497 monooxygenase activity
at_At1g65860 GO0004497 monooxygenase activity
at_At2g29720 GO0004497 monooxygenase activity
at_At2g29990 - GO0003954 NADH dehydrogenase activity
at_At5g11320 GO0004497 monooxygenase activity
at_At5g22140 - GO0009055 electron carrier activity
at_At5g24160 GO0004506 squalene monooxygenase activity
at_At5g43890 GO0004497 monooxygenase activity
at_At5g45180 GO0004497 monooxygenase activity
at_At5g67030 - GO0009540 zeaxanthin epoxidase activity
Validation Accuracy: 11/15 (73.33%)
Validation Frequency class 'GO0004497': 12/1624 (0.74%)
Evaluation on propertest data (2476 items):
at_At1g04610 GO0004497 monooxygenase activity
at_At1g12130 GO0004497 monooxygenase activity
at_At1g12160 GO0004497 monooxygenase activity
at_At1g62560 GO0004497 monooxygenase activity
at_At1g63370 GO0004497 monooxygenase activity
at_At1g74470 - GO0045550 geranylgeranyl reductase activity
at_At2g17420 - GO0004791 thioredoxin-disulfide reductase activity
at_At2g35660 GO0004497 monooxygenase activity
at_At2g41680 - GO0004791 thioredoxin-disulfide reductase activity
at_At3g10370 - GO0004368 glycerol-3-phosphate dehydrogenase activity
at_At3g44190 - GO0009055 electron carrier activity
at_At4g05020 - GO0015036 disulfide oxidoreductase activity
at_At4g14210 - GO0016166 phytoene dehydrogenase activity
at_At4g19380 - GO0009055 electron carrier activity
at_At4g28220 - GO0003954 NADH dehydrogenase activity
GO0015036 disulfide oxidoreductase activity
at_At4g32540 GO0004497 monooxygenase activity
at_At4g35460 - GO0004791 thioredoxin-disulfide reductase activity
at_At5g05320 GO0004497 monooxygenase activity
at_At5g08740 - GO0003954 NADH dehydrogenase activity
at_At5g14220 - GO0004729 protoporphyrinogen oxidase activity
at_At5g24140 GO0004506 squalene monooxygenase activity
at_At5g25620 GO0004497 monooxygenase activity
at_At5g57030 - GO0045435 lycopene epsilon cyclase activity
at_At5g61290 GO0004497 monooxygenase activity
Propertest Accuracy: 11/24 (45.83%)
Propertest Frequency class 'GO0004497': 16/2476 (0.65%)
New (unknown) data (1624 items):
at_At1g56000 - GO0005554 molecular_function unknown
at_At3g09940 - no entry null
at_At5g67290 - GO0016491 oxidoreductase activity
at_At1g03990 - GO0016491 oxidoreductase activity
at_At1g55980 - GO0005554 molecular_function unknown
at_At2g32640 - GO0005554 molecular_function unknown
at_At4g30720 - GO0005554 molecular_function unknown
at_At5g03630 - no entry null
at_At5g11330 - GO0016491 oxidoreductase activity
at_At5g39940 - GO0005554 molecular_function unknown
at_At5g48440 - GO0016491 oxidoreductase activity
at_At5g63910 - GO0005554 molecular_function unknown
at_At1g57770 - GO0016491 oxidoreductase activity
at_At2g13440 - GO0005554 molecular_function unknown
at_At4g29120 - no entry null
at_At5g54770 - no entry null
------------------
Rule 32
a.4.1 <= 0.0098
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g01520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g06180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g09540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g09710 GO0003677 DNA binding
at_At1g09770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g14350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g14600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g16490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g17920 GO0003700 transcription factor activity
at_At1g17950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g19510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g20700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g20710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g21700 GO0003677 DNA binding
at_At1g26780 GO0003700 transcription factor activity
at_At1g26960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g27050 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g28420 GO0003700 transcription factor activity
at_At1g32240 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g34650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g34670 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g49560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g52150 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g58220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g66380 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g66390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g70000 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
at_At1g70920 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g73410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g75250 GO0003700 transcription factor activity
at_At1g75410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g76890 GO0003700 transcription factor activity
at_At1g79430 GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At1g79840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g01060 GO0003700 transcription factor activity
at_At2g01500 GO0003700 transcription factor activity
at_At2g02820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g03500 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g16720 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g17950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g20570 GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At2g22800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g23760 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_At2g27070 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At2g27220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28610 GO0003700 transcription factor activity
at_At2g30420 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g33550 GO0003700 transcription factor activity
at_At2g33880 GO0003700 transcription factor activity
at_At2g34710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g35640 GO0003700 transcription factor activity
at_At2g35940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g36610 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_At2g38090 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g39880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g44730 GO0003700 transcription factor activity
at_At2g46680 GO0003700 transcription factor activity
at_At2g46830 GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
GO0016564 transcriptional repressor activity
at_At2g47620 GO0003677 DNA binding
at_At3g09230 GO0003677 DNA binding
GO0003700 transcription factor activity
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_At3g16857 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At3g19070 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At3g21440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g24860 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At3g25790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g25990 GO0003700 transcription 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_At3g28920 GO0003700 transcription factor activity
at_At3g29020 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g46130 GO0003700 transcription factor activity
at_At3g49690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g50060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g53200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g53790 GO0003677 DNA binding
at_At3g60390 GO0003700 transcription factor activity
at_At3g60460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61890 GO0003700 transcription factor activity
at_At3g62610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g01280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g08150 GO0003700 transcription factor activity
at_At4g09460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g11400 GO0003677 DNA binding
at_At4g13480 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g13640 GO0003700 transcription factor activity
at_At4g17710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g18770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g22680 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g25530 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g26930 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g28110 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g29940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g31270 GO0003700 transcription factor activity
at_At4g32980 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_At4g36740 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37790 GO0003700 transcription factor activity
at_At4g40060 GO0003700 transcription factor activity
at_At5g02840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g04760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06100 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06800 GO0003700 transcription factor activity
at_At5g07690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g10280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g11060 GO0003700 transcription factor activity
at_At5g11510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g12870 GO0003677 DNA binding
GO0003700 transcription factor activity
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_At5g16560 GO0003700 transcription factor activity
at_At5g16600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g16770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g17800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g18240 GO0003700 transcription factor activity
at_At5g23000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g25220 GO0003700 transcription factor activity
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
at_At5g44180 GO0003700 transcription factor activity
at_At5g44190 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At5g45420 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g46010 GO0003700 transcription factor activity
at_At5g47370 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At5g49240 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At5g49620 GO0003677 DNA binding
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_At5g55020 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g58850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59340 GO0003700 transcription factor activity
at_At5g60690 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008289 lipid binding
at_At5g61420 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67580 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 163/163 (100.00%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g06910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g07540 GO0003677 DNA binding
at_At1g13300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g17520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g22640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g23380 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g31310 GO0003700 transcription factor activity
at_At1g49190 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At1g49950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g56160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g56650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g57560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g62990 GO0003700 transcription factor activity
at_At1g67710 GO0000156 two-component response regulator activity
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_At1g69600 GO0003700 transcription factor activity
at_At1g71030 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g73360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74080 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g75430 GO0003700 transcription factor activity
at_At2g13960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g18550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g20400 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g23290 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g32460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g37630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g42150 GO0003677 DNA binding
at_At2g46410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g47190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g47210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g07740 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g10590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g13890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g16350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g18100 GO0003700 transcription factor activity
at_At3g47680 GO0003677 DNA binding
at_At3g48920 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g49850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g54390 GO0003700 transcription factor activity
at_At3g57980 GO0003677 DNA binding
at_At3g61150 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00730 GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At4g04580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g09450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g16110 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At4g21440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g21750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g28610 GO0003700 transcription factor activity
at_At4g32040 GO0003700 transcription factor activity
at_At4g32880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g33450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36570 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_At5g03790 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_At5g11050 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g23650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g27610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g35550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g39700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g45580 GO0003700 transcription factor activity
at_At5g52170 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g52660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g53980 GO0003700 transcription factor activity
at_At5g56110 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g56840 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g58080 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At5g58900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g63430 GO0003700 transcription factor activity
Validation Accuracy: 81/81 (100.00%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g01060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g01380 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g05230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g08810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g13450 GO0003700 transcription factor activity
at_At1g15720 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g19000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g19700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g30490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g43330 GO0003700 transcription factor activity
at_At1g48000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g49010 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g62360 GO0003700 transcription factor activity
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_At1g72740 GO0003700 transcription factor activity
at_At1g74430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g79180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g01430 GO0003700 transcription factor activity
at_At2g01760 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At2g02060 GO0003700 transcription factor activity
at_At2g03470 GO0003677 DNA binding
at_At2g06020 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g16400 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g21650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22430 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At2g22710 GO0003677 DNA binding
at_At2g25180 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At2g27990 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g31180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g32370 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g33610 GO0003677 DNA binding
at_At2g38300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40970 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g42660 GO0003677 DNA binding
GO0003700 transcription factor 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_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_At3g10760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g11100 GO0003700 transcription factor activity
at_At3g12730 GO0003700 transcription factor activity
at_At3g13540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g18010 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_At3g46640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g47600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g52250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g55730 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g58630 GO0003700 transcription factor activity
at_At3g62670 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At4g00540 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At4g01060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g01680 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g02560 GO0003700 transcription factor activity
at_At4g03250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g04890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g05100 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g16420 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003713 transcription coactivator activity
at_At4g16780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g17460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g18020 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At4g25560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g31920 GO0000156 two-component response regulator activity
GO0003700 transcription factor activity
at_At4g32730 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36870 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g38620 GO0003700 transcription factor activity
at_At4g39250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g01380 GO0003700 transcription factor activity
at_At5g02030 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g02320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g05550 GO0003700 transcription factor activity
at_At5g05770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g05790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g08520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g17320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g17810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g40360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41020 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g42630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g45980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g46880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g47290 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g47390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g49330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g53200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g57620 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_At5g61620 GO0003700 transcription factor activity
at_At5g62320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g66700 GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 108/108 (100.00%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At1g10820 - GO0005554 molecular_function unknown
at_At1g37080 - GO0005554 molecular_function unknown
at_At1g60670 - GO0005554 molecular_function unknown
at_At1g68160 - GO0005554 molecular_function unknown
at_At2g26630 - GO0004803 transposase activity
at_At3g07565 - GO0005554 molecular_function unknown
at_At3g15320 - GO0005554 molecular_function unknown
at_At3g53440 - GO0005554 molecular_function unknown
at_At3g55350 - GO0005554 molecular_function unknown
at_At4g01980 - GO0005554 molecular_function unknown
at_At4g36190 - no entry null
at_At5g59430 - no entry null
at_At5g64780 - GO0005554 molecular_function unknown
at_At1g36130 - GO0005554 molecular_function unknown
at_At1g55050 - GO0005554 molecular_function unknown
at_At1g61510 - GO0004803 transposase activity
at_At2g06110 - GO0005554 molecular_function unknown
at_At2g39730 - GO0030234 enzyme regulator activity
at_At2g47820 - GO0005554 molecular_function unknown
at_At3g11450 - GO0003754 chaperone activity
at_At3g29640 - GO0005554 molecular_function unknown
at_At3g46590 - no entry null
at_At3g50840 - GO0004871 signal transducer activity
at_At4g12750 - GO0005554 molecular_function unknown
at_At4g22450 - GO0005554 molecular_function unknown
at_At5g26660 - GO0016564 transcriptional repressor activity
at_At5g28890 - GO0005554 molecular_function unknown
at_At5g62110 - GO0005554 molecular_function unknown
at_At2g06660 - no entry null
at_At3g18380 - GO0005554 molecular_function unknown
at_At4g04070 - GO0005554 molecular_function unknown
at_At5g06110 - GO0003754 chaperone activity
------------------
Rule 50
d.10 <= 5.9e-06
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g03800 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At1g06160 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g13260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g15360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g19210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g21910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g22190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g24590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25560 GO0003700 transcription factor activity
at_At1g28160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g33760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g43160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g44830 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g49120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g51190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g53170 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At1g63030 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g64380 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74930 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g20350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g20880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g25820 GO0003700 transcription factor activity
at_At2g33710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40350 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_At2g47520 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_At3g15790 GO0003677 DNA binding
at_At3g16280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g25730 GO0003700 transcription factor activity
at_At3g54320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g54990 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g57600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g60490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g13620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g17500 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator 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_At4g32800 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_At5g07310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g10510 GO0003677 DNA binding
GO0003700 transcription factor activity
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_At5g21960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g25190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g25810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g35330 GO0003677 DNA binding
at_At5g47230 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g51190 GO0003677 DNA binding
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_At5g57390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59380 GO0003677 DNA binding
at_At5g61600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67000 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 75/75 (100.00%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g01250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g12610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g12630 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g12890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g15340 GO0003677 DNA binding
at_At1g22810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g28370 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
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
at_At1g75490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g80580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g11020 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g16770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g20840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g50260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g16750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g17490 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_At4g31060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36920 GO0003700 transcription factor activity
at_At4g39780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g11590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g13910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g43410 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_At5g51990 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g67010 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
Validation Accuracy: 32/32 (100.00%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g04370 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g12980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g16060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g28360 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At1g50680 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68840 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_At1g77200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g77640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g78080 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g79700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g23340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28550 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g31230 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At2g35700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g36450 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At2g38340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g39250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g41710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g14980 GO0003677 DNA binding
at_At3g23240 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g25890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g46580 GO0003677 DNA binding
at_At3g63030 GO0003677 DNA binding
at_At4g11140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g18450 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At4g23750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g07580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g11190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g13330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g25390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g44210 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016564 transcriptional repressor activity
at_At5g59800 GO0003677 DNA binding
at_At5g60120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g64750 GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 40/40 (100.00%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At1g22310 - GO0005554 molecular_function unknown
------------------
Rule 55
a.38 <= 0.01
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g01260 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_At1g06170 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g09530 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0030528 transcription regulator activity
at_At1g10120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g18400 GO0003700 transcription factor activity
at_At1g22490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g30670 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_At1g68810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69010 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g72210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g14760 GO0003700 transcription factor activity
at_At2g16910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g18300 GO0003700 transcription factor activity
at_At2g20180 GO0003700 transcription factor activity
at_At2g24260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g41130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g42280 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g42300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g43010 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At2g46510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g46810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g46970 GO0003700 transcription factor activity
at_At3g07340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g22100 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g47640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g47710 GO0003677 DNA binding
at_At3g50330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g59060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00480 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g01460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g05170 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g16430 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g20970 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g28800 GO0003700 transcription factor activity
at_At4g30980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g33880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34530 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36930 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g38070 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g01310 GO0003700 transcription factor activity
at_At5g04150 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g43650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g48560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g51790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g53210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g54680 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g56960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g57150 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g61270 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g67060 GO0003700 transcription factor activity
at_At5g67110 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 59/59 (100.00%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g10610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g26260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g27740 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g49770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g63650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g73830 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g31210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g34820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g41240 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g19500 GO0003700 transcription factor activity
at_At3g56970 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00870 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g14410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g21330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g25410 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g29100 GO0003700 transcription factor activity
at_At4g36540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g09750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g37800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g38860 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g46760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g46830 GO0003677 DNA binding
GO0003700 transcription factor activity
Validation Accuracy: 26/26 (100.00%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g12540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g12860 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g25330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g32640 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g35460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g59640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g61660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g66470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68920 GO0003700 transcription factor activity
at_At1g71200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g74500 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g31220 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g43140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g47270 GO0003700 transcription factor activity
at_At3g17100 GO0003700 transcription factor activity
at_At3g19860 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g21330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g23210 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g24140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g25710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g26744 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g56770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g56980 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g57800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61950 GO0003700 transcription factor activity
at_At3g62090 GO0003700 transcription factor activity
GO0005554 molecular_function unknown
at_At4g00050 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g02590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g09180 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g09820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g17880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g25400 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g28790 GO0003700 transcription factor activity
at_At4g29930 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g30180 GO0003700 transcription factor activity
at_At5g08130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g09460 GO0003700 transcription factor activity
at_At5g10570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15160 GO0003677 DNA binding
at_At5g39860 GO0003677 DNA binding
at_At5g41315 GO0003700 transcription factor activity
GO0005515 protein binding
at_At5g46690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g51780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g58010 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65320 GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 49/49 (100.00%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At1g05710 - GO0005554 molecular_function unknown
at_At1g27660 - GO0005554 molecular_function unknown
at_At1g29950 - GO0005554 molecular_function unknown
at_At1g68240 - GO0005554 molecular_function unknown
at_At2g31730 - GO0005554 molecular_function unknown
at_At3g56220 - GO0005554 molecular_function unknown
at_At3g58850 - GO0005554 molecular_function unknown
at_At4g21340 - GO0005554 molecular_function unknown
at_At5g50010 - GO0005554 molecular_function unknown
at_At1g09250 - GO0005554 molecular_function unknown
at_At2g42870 - GO0005554 molecular_function unknown
at_At2g43060 - GO0005554 molecular_function unknown
at_At5g57780 - GO0005554 molecular_function unknown
at_At5g64340 - GO0005554 molecular_function unknown
at_At5g64980 - GO0005554 molecular_function unknown
at_At3g20640 - GO0005554 molecular_function unknown
at_At4g30410 - GO0005554 molecular_function unknown
------------------
Rule 86
d.88.1 <= 5.6e-12
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g18750 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g22130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g24260 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At1g26310 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_At1g47760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g54760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g60920 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g65360 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g71692 GO0003700 transcription factor activity
at_At1g72350 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g03710 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22540 GO0003700 transcription factor activity
at_At2g24840 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g26320 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40210 GO0003700 transcription factor activity
at_At3g30260 GO0003677 DNA binding
at_At3g54340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g57390 GO0003700 transcription factor activity
at_At3g58780 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g09960 GO0003700 transcription factor activity
at_At4g11880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g18960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g22950 GO0003700 transcription factor activity
at_At4g24540 GO0003700 transcription factor activity
GO0005515 protein binding
at_At4g37940 GO0003700 transcription factor activity
at_At5g20240 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g23260 GO0003700 transcription factor activity
at_At5g26580 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g41200 GO0003677 DNA binding
at_At5g48670 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g49490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g51860 GO0003700 transcription factor activity
at_At5g55690 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60910 GO0003700 transcription factor activity
at_At5g65060 GO0003700 transcription factor activity
Training Accuracy: 39/39 (100.00%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g28450 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g31640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g60040 GO0003700 transcription factor activity
at_At1g65330 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69120 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At1g77950 GO0003700 transcription factor activity
at_At2g42830 GO0003700 transcription factor activity
GO0005515 protein binding
at_At3g57230 GO0003700 transcription factor activity
at_At5g10140 GO0003700 transcription factor activity
GO0016566 specific transcriptional repressor activity
at_At5g26650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g40120 GO0003677 DNA binding
at_At5g49420 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65050 GO0003700 transcription factor activity
at_At5g65070 GO0003700 transcription factor activity
Validation Accuracy: 14/14 (100.00%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g01530 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g17310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g29960 GO0003700 transcription factor activity
GO0008233 peptidase activity
at_At1g31630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g48150 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g65300 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69540 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g77080 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g03060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22630 GO0003700 transcription factor activity
at_At2g26880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g34440 GO0003700 transcription factor activity
at_At2g45650 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g45660 GO0003700 transcription factor activity
at_At3g66656 GO0003700 transcription factor activity
at_At4g36590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g04640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06500 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g13790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g15800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g26630 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g27130 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g27960 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g38620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g51870 GO0003700 transcription factor activity
at_At5g58890 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65080 GO0003700 transcription factor activity
Propertest Accuracy: 28/28 (100.00%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At5g27070 - no entry null
at_At5g27090 - GO0005554 molecular_function unknown
at_At5g39750 - no entry null
at_At5g40220 - no entry null
at_At5g65330 - no entry null
at_At1g59810 - GO0005554 molecular_function unknown
at_At3g18650 - no entry null
at_At4g11250 - no entry null
at_At5g26950 - no entry null
at_At5g27050 - no entry null
at_At5g27580 - no entry null
at_At5g27810 - GO0005554 molecular_function unknown
at_At5g38740 - no entry null
at_At5g39810 - no entry null
at_At5g26870 - no entry null
------------------
Rule 91
a.22 <= 4e-19
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g07660 GO0003677 DNA binding
at_At1g08970 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g09200 GO0003677 DNA binding
at_At1g13370 GO0003677 DNA binding
at_At1g51060 GO0003677 DNA binding
at_At1g54830 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28720 GO0003677 DNA binding
at_At2g37060 GO0003700 transcription factor activity
at_At2g37470 GO0003677 DNA binding
at_At2g38880 GO0003700 transcription factor activity
at_At2g47810 GO0003700 transcription factor activity
at_At3g20670 GO0003677 DNA binding
at_At3g27360 GO0003677 DNA binding
at_At3g46030 GO0003677 DNA binding
at_At3g46320 GO0003677 DNA binding
at_At3g54560 GO0003677 DNA binding
at_At4g14540 GO0003700 transcription factor activity
at_At4g27230 GO0003677 DNA binding
at_At4g40040 GO0003677 DNA binding
at_At5g02560 GO0003677 DNA binding
at_At5g02570 GO0003677 DNA binding
at_At5g10980 GO0003677 DNA binding
at_At5g22880 GO0003677 DNA binding
at_At5g27670 GO0003677 DNA binding
at_At5g27910 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g38140 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g43250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g50470 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g54640 GO0003677 DNA binding
at_At5g59970 GO0003677 DNA binding
at_At5g65350 GO0003677 DNA binding
at_At5g65360 GO0003677 DNA binding
Training Accuracy: 32/32 (100.00%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g07790 GO0003677 DNA binding
at_At1g07980 GO0003700 transcription factor activity
at_At1g19890 GO0003677 DNA binding
at_At1g52740 GO0003677 DNA binding
at_At1g75600 GO0003677 DNA binding
at_At1g75610 GO0003677 DNA binding
at_At3g09480 GO0003677 DNA binding
at_At3g45980 GO0003677 DNA binding
at_At5g10390 GO0003677 DNA binding
at_At5g10400 GO0003677 DNA binding
at_At5g12910 GO0003677 DNA binding
at_At5g47670 GO0003700 transcription factor activity
at_At5g50480 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59910 GO0003677 DNA binding
Validation Accuracy: 14/14 (100.00%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g01370 GO0003677 DNA binding
at_At1g07820 GO0003677 DNA binding
at_At1g08170 GO0003677 DNA binding
at_At1g08880 GO0003677 DNA binding
at_At1g09030 GO0003700 transcription factor activity
at_At1g21970 GO0003700 transcription factor activity
at_At1g54690 GO0003677 DNA binding
at_At1g56170 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g13570 GO0003700 transcription factor activity
at_At2g38810 GO0003677 DNA binding
at_At3g12480 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g45930 GO0003677 DNA binding
at_At3g48590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g53340 GO0003700 transcription factor activity
at_At3g53730 GO0003677 DNA binding
at_At4g13570 GO0003677 DNA binding
at_At4g40030 GO0003677 DNA binding
at_At5g08190 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g23090 GO0003700 transcription factor activity
at_At5g47640 GO0003700 transcription factor activity
at_At5g50490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g59690 GO0003677 DNA binding
at_At5g59870 GO0003677 DNA binding
at_At5g63470 GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 24/24 (100.00%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At1g20000 - GO0016986 transcription initiation factor activity
at_At3g53650 - no entry null
at_At3g10070 - GO0005554 molecular_function unknown
at_At4g20280 - GO0016986 transcription initiation factor activity
------------------
Rule 153
a.37 <= 0.02
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g08320 GO0003677 DNA binding
at_At1g19490 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g42990 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g43700 GO0003700 transcription factor activity
at_At1g59530 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g68880 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g75390 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g77920 GO0003700 transcription factor activity
GO0005516 calmodulin binding
at_At2g21230 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g22850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g31370 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g40620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g42380 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g46270 GO0003700 transcription factor activity
at_At3g19290 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g62420 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g01120 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g35900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g36730 GO0003700 transcription factor activity
at_At5g07160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g10030 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005516 calmodulin binding
at_At5g24800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g38800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g49450 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 25/25 (100.00%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g03970 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g06070 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g13600 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g49720 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At2g13150 GO0003700 transcription factor activity
at_At2g17770 GO0003700 transcription factor activity
at_At2g18160 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g10800 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g12250 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g44460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g56660 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g34590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06950 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g15830 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g28770 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60830 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65210 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005516 calmodulin binding
Validation Accuracy: 17/17 (100.00%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g22070 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
GO0005516 calmodulin binding
at_At1g32150 GO0003700 transcription factor activity
at_At2g12900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g36270 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At2g40950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g41070 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g30530 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g49760 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g54620 GO0003700 transcription factor activity
at_At3g56850 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At3g58120 GO0003700 transcription factor activity
at_At4g02640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g38900 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g06960 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At5g11260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g42910 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0016563 transcriptional activator activity
at_At5g44080 GO0003700 transcription factor activity
Propertest Accuracy: 17/17 (100.00%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
------------------
Rule 193
g.41.3 <= 3.8e-06
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g51700 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g64620 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g37590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g46590 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g16980 GO0003677 DNA binding
GO0003899 DNA-directed RNA polymerase activity
at_At3g50410 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0005515 protein binding
at_At3g55370 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g00940 GO0003677 DNA binding
at_At4g07950 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
at_At4g21050 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g21080 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g24060 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g38000 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60200 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g62940 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 15/15 (100.00%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g21340 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g28310 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g69570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28510 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g21270 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g61850 GO0003700 transcription factor activity
at_At4g21040 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g60850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g66940 GO0003677 DNA binding
GO0003700 transcription factor activity
Validation Accuracy: 9/9 (100.00%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g01210 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003899 DNA-directed RNA polymerase activity
at_At1g07640 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g26790 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g28810 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g38560 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g45610 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g52440 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g02460 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g65590 GO0003677 DNA binding
GO0003700 transcription factor activity
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At3g10330 - GO0003702 RNA polymerase II transcription factor activity
at_At5g39230 - GO0005554 molecular_function unknown
at_At3g25940 - no entry null
at_At4g11960 - GO0005554 molecular_function unknown
at_At4g22890 - GO0005554 molecular_function unknown
at_At2g41630 - GO0003702 RNA polymerase II transcription factor activity
at_At3g29380 - GO0003702 RNA polymerase II transcription factor activity
at_At4g10680 - GO0003702 RNA polymerase II transcription factor activity
------------------
Rule 176
g.37.1 <= 0.013
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g02030 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_At1g26610 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g47860 GO0003700 transcription factor activity
at_At1g49900 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_At1g66140 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68360 GO0003700 transcription factor activity
at_At2g01940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g15740 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_At2g24500 GO0003700 transcription factor activity
at_At2g26940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g28200 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_At2g29660 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g35670 GO0003700 transcription factor activity
at_At2g45120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g48100 - GO0004527 exonuclease activity
at_At3g09290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g10470 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_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_At3g29340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g46070 GO0003700 transcription factor activity
at_At3g46080 GO0003700 transcription factor activity
at_At3g46090 GO0003700 transcription factor activity
at_At3g49930 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g57480 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At4g12240 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g31420 GO0003700 transcription factor activity
at_At4g35280 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g03150 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g05120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06070 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g10970 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g14010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g22890 GO0003700 transcription factor activity
at_At5g43540 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g44160 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g48890 GO0003700 transcription factor activity
at_At5g54340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g57520 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g60470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g63280 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g66730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Training Accuracy: 45/48 (93.75%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 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_At1g08290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g10480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g14580 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g26590 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g27730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g72050 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At2g02080 GO0003700 transcription factor activity
at_At2g18490 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
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_At3g19580 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g27970 - GO0004527 exonuclease activity
at_At3g45260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g53820 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_At4g35610 GO0003700 transcription factor activity
at_At5g01860 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g03510 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g04390 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g40310 - GO0004527 exonuclease activity
at_At5g43170 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g52010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g56200 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g61470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g67450 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Validation Accuracy: 24/28 (85.71%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g13290 GO0003700 transcription factor activity
at_At1g13400 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At1g30970 GO0003700 transcription factor activity
at_At1g34370 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g34790 GO0003700 transcription factor activity
at_At1g67030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68130 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68480 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At1g75710 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g80730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g41940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g42410 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g13810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g50700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g53600 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_At4g16610 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g17810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g25610 - GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At4g35700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g04340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06650 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g15480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g25160 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g27880 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g42640 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g54360 GO0003700 transcription factor activity
at_At5g59820 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Propertest Accuracy: 26/29 (89.66%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At2g47090 - no entry null
at_At4g14200 - GO0005554 molecular_function unknown
at_At4g15590 - no entry null
at_At5g52350 - GO0005515 protein binding
at_At3g17450 - GO0005554 molecular_function unknown
------------------
Rule 169
a.4.5 <= 4.3e-08
c.66 > 0.015
e > 8.8e-07
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g33240 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g48620 GO0003677 DNA binding
at_At1g54260 GO0003677 DNA binding
at_At1g67970 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At1g77570 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g18050 GO0003677 DNA binding
at_At2g30620 GO0003677 DNA binding
at_At2g44180 - GO0004239 methionyl aminopeptidase activity
at_At3g18035 GO0003677 DNA binding
at_At3g22830 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At3g24520 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At3g63350 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At4g13980 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At4g14910 - GO0004424 imidazoleglycerol-phosphate dehydratase activity
at_At4g19630 GO0003700 transcription factor activity
at_At4g36990 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g02470 GO0003700 transcription factor activity
at_At5g03720 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g08780 GO0003677 DNA binding
at_At5g16820 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g22220 GO0003700 transcription factor activity
at_At5g45710 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g54070 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g67580 GO0003677 DNA binding
GO0003700 transcription factor activity
Training Accuracy: 22/24 (91.67%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g17520 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g47870 GO0003700 transcription factor activity
at_At1g49950 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g36010 GO0003700 transcription factor activity
at_At2g41690 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At3g15120 - GO0016887 ATPase activity
at_At3g48160 GO0003700 transcription factor activity
at_At3g49850 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At3g51910 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At3g59990 - GO0004239 methionyl aminopeptidase activity
at_At4g17750 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
GO0005515 protein binding
at_At4g18870 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g18880 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g14960 GO0003700 transcription factor activity
Validation Accuracy: 12/14 (85.71%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g06760 GO0003677 DNA binding
at_At1g14900 GO0003677 DNA binding
at_At1g32330 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At1g72740 GO0003700 transcription factor activity
at_At2g26150 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At3g51800 - GO0008235 metalloexopeptidase activity
at_At4g11660 GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g43840 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
at_At5g62020 GO0003677 DNA binding
GO0003700 transcription factor activity
GO0003773 heat shock protein activity
Propertest Accuracy: 8/9 (88.89%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At1g75510 - no entry null
at_At3g52270 - GO0005554 molecular_function unknown
at_At4g24810 - GO0005554 molecular_function unknown
at_At1g07270 - GO0005554 molecular_function unknown
at_At2g29680 - GO0005554 molecular_function unknown
at_At5g15520 - GO0003735 structural constituent of ribosome
at_At1g54240 - GO0005554 molecular_function unknown
at_At2g24490 - GO0005554 molecular_function unknown
at_At3g11920 - GO0005554 molecular_function unknown
at_At5g03415 - no entry null
at_At5g61170 - GO0003735 structural constituent of ribosome
------------------
Rule 185
d.143.1 > 0
g.44.1 > 0.011
g.50 <= 0.003
-> class GO0003677 "DNA binding"
Evaluation on training data (3178 items):
at_At1g29800 - GO0008270 zinc ion binding
at_At1g50620 GO0003677 DNA binding
at_At1g77250 GO0003677 DNA binding
at_At1g79350 GO0003677 DNA binding
at_At2g01810 GO0003677 DNA binding
at_At2g02470 GO0003677 DNA binding
at_At2g36720 GO0003677 DNA binding
at_At3g14740 GO0003700 transcription factor activity
at_At3g24010 GO0003677 DNA binding
at_At3g42790 GO0003677 DNA binding
at_At3g43230 - GO0008270 zinc ion binding
at_At3g43240 GO0003677 DNA binding
at_At3g47660 GO0003682 chromatin binding
GO0008536 RAN protein binding
at_At3g53680 GO0003677 DNA binding
at_At4g04260 GO0003677 DNA binding
at_At4g12620 GO0003677 DNA binding
at_At4g14700 GO0003677 DNA binding
at_At4g14920 GO0003677 DNA binding
at_At4g15250 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g21610 GO0003700 transcription factor activity
at_At4g29940 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g33240 - GO0008270 zinc ion binding
GO0016308 1-phosphatidylinositol-4-phosphate 5-kinase activity
at_At4g39100 GO0003700 transcription factor activity
GO0042156 zinc-mediated transcriptional activator activity
at_At4g39350 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g09790 GO0003677 DNA binding
at_At5g09870 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g15840 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g15850 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g16680 GO0003677 DNA binding
at_At5g20510 GO0003677 DNA binding
at_At5g24930 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g35210 GO0003677 DNA binding
at_At5g42140 GO0003682 chromatin binding
GO0008270 zinc ion binding
GO0008536 RAN protein binding
at_At5g44800 GO0003677 DNA binding
GO0003682 chromatin binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g57660 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g63900 GO0003677 DNA binding
at_At5g64740 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
Training Accuracy: 31/37 (83.78%)
Training Frequency class 'GO0003677': 651/3178 (20.48%)
Evaluation on validation data (1624 items):
at_At1g05380 GO0003677 DNA binding
at_At1g43770 GO0003677 DNA binding
at_At3g61740 GO0003677 DNA binding
at_At4g10600 GO0003677 DNA binding
at_At4g22140 GO0003677 DNA binding
at_At4g25110 - GO0005554 molecular_function unknown
GO0030693 caspase activity
at_At5g05610 GO0003677 DNA binding
at_At5g22260 GO0003677 DNA binding
GO0003700 transcription factor activity
at_At5g22760 GO0003677 DNA binding
at_At5g24330 GO0003677 DNA binding
at_At5g26210 GO0003677 DNA binding
at_At5g58610 GO0003677 DNA binding
at_At5g59920 - GO0005554 molecular_function unknown
GO0019992 diacylglycerol binding
GO0020037 heme binding
Validation Accuracy: 11/13 (84.62%)
Validation Frequency class 'GO0003677': 331/1624 (20.38%)
Evaluation on propertest data (2476 items):
at_At1g14510 GO0003677 DNA binding
at_At1g33420 GO0003677 DNA binding
at_At1g55970 - GO0004402 histone acetyltransferase activity
at_At1g66170 GO0003677 DNA binding
at_At1g69710 GO0003682 chromatin binding
GO0008270 zinc ion binding
GO0008536 RAN protein binding
at_At1g76950 GO0003682 chromatin binding
GO0008270 zinc ion binding
GO0008536 RAN protein binding
at_At2g18090 GO0003677 DNA binding
at_At2g21770 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g24790 GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g25170 GO0003677 DNA binding
GO0003678 DNA helicase activity
GO0016887 ATPase activity
at_At2g25540 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At2g37520 GO0003677 DNA binding
at_At3g11200 GO0003677 DNA binding
at_At3g14270 - GO0008270 zinc ion binding
GO0016308 1-phosphatidylinositol-4-phosphate 5-kinase activity
at_At3g14980 GO0003677 DNA binding
at_At3g19510 GO0003700 transcription factor activity
at_At3g23270 GO0003682 chromatin binding
GO0008536 RAN protein binding
at_At4g18780 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At4g32410 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g05170 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g17420 - GO0016759 cellulose synthase activity
at_At5g19420 GO0003682 chromatin binding
GO0008270 zinc ion binding
GO0008536 RAN protein binding
at_At5g36670 GO0003677 DNA binding
at_At5g36740 GO0003677 DNA binding
at_At5g44030 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g53430 GO0003677 DNA binding
at_At5g60410 GO0003677 DNA binding
Propertest Accuracy: 18/27 (66.67%)
Propertest Frequency class 'GO0003677': 469/2476 (18.94%)
New (unknown) data (1624 items):
at_At1g20110 - GO0005554 molecular_function unknown
at_At1g66450 - GO0005554 molecular_function unknown
at_At2g19260 - no entry null
at_At2g23100 - GO0005554 molecular_function unknown
at_At2g31650 - GO0005554 molecular_function unknown
at_At3g13590 - GO0005554 molecular_function unknown
at_At3g13760 - GO0005554 molecular_function unknown
at_At3g48400 - GO0005554 molecular_function unknown
at_At3g51120 - GO0003676 nucleic acid binding
at_At4g01910 - GO0005554 molecular_function unknown
at_At5g01480 - GO0005554 molecular_function unknown
at_At5g28380 - GO0005554 molecular_function unknown
at_At5g57380 - GO0005554 molecular_function unknown
at_At1g01150 - GO0005554 molecular_function unknown
at_At1g11800 - GO0016787 hydrolase activity
at_At1g32800 - GO0005554 molecular_function unknown
at_At1g55440 - GO0005554 molecular_function unknown
at_At1g61840 - GO0005554 molecular_function unknown
at_At1g65920 - GO0005554 molecular_function unknown
at_At2g02620 - GO0005554 molecular_function unknown
at_At2g02680 - GO0005554 molecular_function unknown
at_At2g03820 - no entry null
at_At2g04680 - GO0005554 molecular_function unknown
at_At3g25850 - GO0005554 molecular_function unknown
at_At3g28650 - GO0005554 molecular_function unknown
at_At3g46800 - GO0005554 molecular_function unknown
at_At3g46810 - GO0005554 molecular_function unknown
at_At4g00970 - no entry null
at_At4g01350 - GO0005554 molecular_function unknown
at_At4g11540 - GO0005554 molecular_function unknown
at_At4g14370 - no entry null
at_At5g54040 - GO0005554 molecular_function unknown
at_At5g59930 - GO0005554 molecular_function unknown
at_At5g63830 - GO0005554 molecular_function unknown
at_At1g31930 - GO0004871 signal transducer activity
at_At1g44020 - GO0005554 molecular_function unknown
at_At1g61690 - GO0005554 molecular_function unknown
at_At1g68030 - GO0005554 molecular_function unknown
at_At1g77800 - GO0005554 molecular_function unknown
at_At2g40050 - GO0005554 molecular_function unknown
at_At3g09360 - GO0003702 RNA polymerase II transcription factor activity
at_At3g27480 - GO0005554 molecular_function unknown
at_At3g45530 - GO0005554 molecular_function unknown
at_At4g17850 - GO0005554 molecular_function unknown
at_At4g30860 - GO0005554 molecular_function unknown
at_At5g48090 - GO0005554 molecular_function unknown
at_At5g55800 - GO0005554 molecular_function unknown
at_At5g61100 - GO0005554 molecular_function unknown
------------------
Rule 95
b.62 > 2.3e-23
b.82.2 > 7.4e-19
d.58.7 > 0.015
g.44.1 <= 0.011
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3178 items):
at_At1g08050 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g14200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g18470 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g18660 GO0008270 zinc ion binding
at_At1g18760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g19310 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g23980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g33480 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g35630 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g45180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g50440 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g51930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g53820 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g55530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g56030 - GO0003723 RNA binding
at_At1g57800 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g60360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63170 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g66040 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g66050 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g73950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g80400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g01150 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g03000 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g04240 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g22010 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g27940 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g29840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g30580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g34990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g38970 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g39100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42030 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16600 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g18290 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g18930 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g19950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g43430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g53410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g58720 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60080 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g61180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g62970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g01020 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At4g01270 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g03510 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g08590 GO0008270 zinc ion binding
at_At4g10150 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g10160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g11360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g11370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g13100 GO0005515 protein binding
GO0005516 calmodulin binding
GO0008270 zinc ion binding
at_At4g18110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g23450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g28270 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g30400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g34100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g38140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g38190 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g01960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01980 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g03180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g03200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05130 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g05280 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g06490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g07040 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g10380 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g15790 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g16910 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016759 cellulose synthase activity
at_At5g17600 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g18650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g22750 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g37200 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g37270 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g38070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g39550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g44280 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g45290 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g46650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g52150 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g56340 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g57740 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g59000 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g59550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g60710 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g62460 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66070 GO0005515 protein binding
GO0008270 zinc ion binding
Training Accuracy: 93/97 (95.88%)
Training Frequency class 'GO0046914': 217/3178 (6.83%)
Evaluation on validation data (1624 items):
at_At1g02610 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g14260 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g15100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g17970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g18780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g21960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g22670 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g35330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g49230 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g50410 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g70910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g72200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g72310 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g76410 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g79810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g02960 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g18670 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g35420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g37950 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g40830 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42350 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g42360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g44580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g46160 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g47700 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g07120 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g09760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g14970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g15740 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g19910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g23060 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g24800 - GO0004842 ubiquitin-protein ligase activity
at_At3g25030 GO0005515 protein binding
GO0005516 calmodulin binding
GO0008270 zinc ion binding
at_At3g42830 - GO0004842 ubiquitin-protein ligase activity
at_At3g46620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g54780 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g55530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g56580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g61550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12150 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12190 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12210 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g25230 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g30370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g31450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g37890 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01520 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g05830 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g15820 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g19080 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g19430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g24870 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g27420 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37230 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41350 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42940 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g53910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g60820 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g64920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g66160 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At5g67120 GO0005515 protein binding
GO0008270 zinc ion binding
Validation Accuracy: 61/63 (96.83%)
Validation Frequency class 'GO0046914': 111/1624 (6.83%)
Evaluation on propertest data (2476 items):
at_At1g02730 - GO0016759 cellulose synthase activity
at_At1g03770 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g04360 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g04790 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g09060 - GO0003700 transcription factor activity
at_At1g11020 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g11100 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g11950 - GO0003700 transcription factor activity
at_At1g12760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g18910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g22500 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g22510 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g26800 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g28040 GO0005515 protein binding
GO0008270 zinc ion binding
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_At1g57730 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g57820 - GO0003677 DNA binding
at_At1g62370 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g63840 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g65040 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g68070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g69330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g71980 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At1g72220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g73760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At1g74990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g15530 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g15580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g18650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g20030 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g22120 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g22680 GO0004842 ubiquitin-protein ligase activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g23780 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g24480 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_At2g35000 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g37150 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g37580 GO0005515 protein binding
GO0008270 zinc ion binding
GO0016757 transferase activity\, transferring glycosyl groups
at_At2g39720 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g44330 GO0005515 protein binding
GO0008270 zinc ion binding
at_At2g47560 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g09770 GO0005515 protein binding
GO0005554 molecular_function unknown
GO0008270 zinc ion binding
at_At3g10810 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g10910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g11110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g13430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g14320 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g15070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16090 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16720 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g23280 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g26730 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g28620 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g30460 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47180 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g47550 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g58030 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g60220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g62690 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g05350 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09100 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09110 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09120 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09130 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g09560 GO0005515 protein binding
GO0008233 peptidase activity
GO0008270 zinc ion binding
at_At4g10940 GO0003677 DNA binding
GO0008270 zinc ion binding
at_At4g11680 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g12140 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g13490 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g14220 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g17920 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g22250 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26400 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g26580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g27470 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g28890 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g32600 GO0005515 protein binding
GO0008270 zinc ion binding
at_At4g33940 GO0008270 zinc ion binding
at_At4g34040 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01070 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g01880 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g02750 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g10370 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g10650 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g18760 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g20910 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g22000 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g25560 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g37250 GO0003700 transcription factor activity
GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41430 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41440 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g41450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g42200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43200 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g43530 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g47610 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g51450 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g54990 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g55970 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g58580 GO0005515 protein binding
GO0008270 zinc ion binding
at_At5g60580 GO0005515 protein binding
GO0008270 zinc ion binding
Propertest Accuracy: 100/106 (94.34%)
Propertest Frequency class 'GO0046914': 185/2476 (7.47%)
New (unknown) data (1624 items):
at_At1g01350 - no entry null
at_At1g01660 - GO0005554 molecular_function unknown
at_At1g01670 - GO0005554 molecular_function unknown
at_At1g01680 - GO0005554 molecular_function unknown
at_At1g02860 - GO0005554 molecular_function unknown
at_At1g05120 - no entry null
at_At1g10170 - no entry null
at_At1g19680 - GO0005554 molecular_function unknown
at_At1g24330 - GO0005554 molecular_function unknown
at_At1g24440 - GO0005554 molecular_function unknown
at_At1g32340 - GO0005554 molecular_function unknown
at_At1g56040 - GO0005554 molecular_function unknown
at_At1g56280 - GO0005554 molecular_function unknown
at_At1g66630 - GO0005554 molecular_function unknown
at_At1g68820 - GO0005554 molecular_function unknown
at_At2g16090 - GO0005554 molecular_function unknown
at_At2g17730 - no entry null
at_At2g21420 - GO0005554 molecular_function unknown
at_At2g22690 - GO0005554 molecular_function unknown
at_At2g25380 - GO0005554 molecular_function unknown
at_At2g28840 - GO0005515 protein binding
at_At2g31510 - GO0005554 molecular_function unknown
at_At2g32950 - no entry null
at_At2g35330 - GO0005554 molecular_function unknown
at_At2g39810 - GO0005554 molecular_function unknown
at_At2g45920 - GO0005554 molecular_function unknown
at_At2g47090 - no entry null
at_At3g07000 - GO0005554 molecular_function unknown
at_At3g08020 - GO0005554 molecular_function unknown
at_At3g27330 - GO0005554 molecular_function unknown
at_At3g42940 - GO0005554 molecular_function unknown
at_At3g43180 - no entry null
at_At3g45470 - GO0005554 molecular_function unknown
at_At3g45540 - GO0005554 molecular_function unknown
at_At3g48030 - GO0005554 molecular_function unknown
at_At3g48070 - GO0005554 molecular_function unknown
at_At3g49810 - GO0005554 molecular_function unknown
at_At3g54790 - GO0005554 molecular_function unknown
at_At3g54850 - GO0005554 molecular_function unknown
at_At3g55070 - GO0005554 molecular_function unknown
at_At3g58040 - GO0005554 molecular_function unknown
at_At3g61390 - GO0005554 molecular_function unknown
at_At3g61460 - GO0005554 molecular_function unknown
at_At4g17410 - GO0005554 molecular_function unknown
at_At4g19670 - GO0005554 molecular_function unknown
at_At4g28370 - no entry null
at_At4g31410 - GO0005554 molecular_function unknown
at_At4g35070 - GO0005554 molecular_function unknown
at_At4g36550 - GO0005554 molecular_function unknown
at_At4g37880 - GO0005554 molecular_function unknown
at_At4g39140 - GO0005554 molecular_function unknown
at_At5g01160 - GO0005554 molecular_function unknown
at_At5g05660 - no entry null
at_At5g07270 - GO0005515 protein binding
at_At5g09630 - GO0005554 molecular_function unknown
at_At5g14420 - GO0005554 molecular_function unknown
at_At5g18260 - GO0005554 molecular_function unknown
at_At5g21140 - GO0005554 molecular_function unknown
at_At5g22920 - no entry null
at_At5g37220 - GO0005554 molecular_function unknown
at_At5g37890 - GO0005554 molecular_function unknown
at_At5g37900 - GO0005554 molecular_function unknown
at_At5g37910 - GO0005554 molecular_function unknown
at_At5g40140 - GO0005554 molecular_function unknown
at_At5g52140 - GO0005554 molecular_function unknown
at_At5g58410 - GO0005554 molecular_function unknown
at_At5g62800 - GO0005554 molecular_function unknown
at_At5g62910 - GO0005554 molecular_function unknown
at_At5g65200 - GO0005554 molecular_function unknown
at_At1g05890 - GO0005554 molecular_function unknown
at_At1g09520 - GO0005554 molecular_function unknown
at_At1g18770 - no entry null
at_At1g32740 - GO0005554 molecular_function unknown
at_At1g49220 - no entry null
at_At1g49780 - GO0005554 molecular_function unknown
at_At1g60190 - GO0005554 molecular_function unknown
at_At1g63900 - no entry null
at_At1g66610 - GO0005554 molecular_function unknown
at_At1g66620 - GO0005554 molecular_function unknown
at_At1g66650 - GO0005554 molecular_function unknown
at_At1g67180 - GO0005554 molecular_function unknown
at_At1g67270 - GO0005554 molecular_function unknown
at_At1g67780 - GO0005554 molecular_function unknown
at_At1g67800 - GO0005554 molecular_function unknown
at_At1g68140 - GO0005554 molecular_function unknown
at_At1g68940 - GO0005554 molecular_function unknown
at_At1g74870 - GO0005554 molecular_function unknown
at_At1g75400 - GO0005554 molecular_function unknown
at_At1g77830 - no entry null
at_At1g78420 - GO0005554 molecular_function unknown
at_At1g79380 - GO0005554 molecular_function unknown
at_At2g19610 - GO0005554 molecular_function unknown
at_At2g21500 - GO0005554 molecular_function unknown
at_At2g25360 - GO0005554 molecular_function unknown
at_At2g25410 - GO0005554 molecular_function unknown
at_At2g26130 - GO0005554 molecular_function unknown
at_At2g31760 - GO0005554 molecular_function unknown
at_At2g31770 - GO0005554 molecular_function unknown
at_At2g31780 - GO0005554 molecular_function unknown
at_At2g34000 - GO0005554 molecular_function unknown
at_At2g35910 - GO0005554 molecular_function unknown
at_At2g35930 - GO0005554 molecular_function unknown
at_At2g38190 - no entry null
at_At3g07200 - GO0005554 molecular_function unknown
at_At3g07370 - GO0005554 molecular_function unknown
at_At3g15150 - GO0005554 molecular_function unknown
at_At3g19140 - GO0005554 molecular_function unknown
at_At3g19380 - GO0005554 molecular_function unknown
at_At3g24740 - GO0005554 molecular_function unknown
at_At3g27710 - GO0005554 molecular_function unknown
at_At3g45560 - no entry null
at_At3g45580 - GO0005554 molecular_function unknown
at_At3g46510 - GO0005554 molecular_function unknown
at_At3g47160 - GO0005554 molecular_function unknown
at_At3g47820 - GO0005554 molecular_function unknown
at_At3g52450 - GO0005554 molecular_function unknown
at_At3g54360 - GO0005554 molecular_function unknown
at_At3g60300 - GO0005554 molecular_function unknown
at_At3g62240 - no entry null
at_At4g00070 - GO0005554 molecular_function unknown
at_At4g17680 - GO0005554 molecular_function unknown
at_At4g17910 - GO0005554 molecular_function unknown
at_At4g21070 - GO0005554 molecular_function unknown
at_At4g27880 - GO0005554 molecular_function unknown
at_At4g34370 - GO0005554 molecular_function unknown
at_At4g35840 - GO0005554 molecular_function unknown
at_At5g01450 - GO0005554 molecular_function unknown
at_At5g03780 - GO0005554 molecular_function unknown
at_At5g06420 - no entry null
at_At5g07640 - GO0005554 molecular_function unknown
at_At5g18330 - GO0005554 molecular_function unknown
at_At5g18340 - GO0005554 molecular_function unknown
at_At5g20570 - GO0005554 molecular_function unknown
at_At5g37870 - GO0005554 molecular_function unknown
at_At5g37930 - GO0005554 molecular_function unknown
at_At5g38690 - GO0005554 molecular_function unknown
at_At5g40250 - no entry null
at_At5g47430 - GO0005554 molecular_function unknown
at_At5g49230 - no entry null
at_At5g57750 - no entry null
at_At5g57820 - GO0005554 molecular_function unknown
at_At5g60250 - GO0005554 molecular_function unknown
at_At5g63730 - GO0005554 molecular_function unknown
at_At5g63750 - GO0005554 molecular_function unknown
at_At5g66640 - GO0005554 molecular_function unknown
at_At5g67340 - GO0005554 molecular_function unknown
at_At1g05880 - GO0005554 molecular_function unknown
at_At1g10560 - GO0005554 molecular_function unknown
at_At1g15430 - GO0005554 molecular_function unknown
at_At1g29340 - GO0005554 molecular_function unknown
at_At1g36950 - GO0005554 molecular_function unknown
at_At1g54150 - GO0005554 molecular_function unknown
at_At1g61620 - GO0005554 molecular_function unknown
at_At1g61830 - GO0005554 molecular_function unknown
at_At1g65430 - GO0005554 molecular_function unknown
at_At1g76390 - GO0005554 molecular_function unknown
at_At1g80220 - GO0005554 molecular_function unknown
at_At2g15260 - no entry null
at_At2g38920 - GO0005554 molecular_function unknown
at_At2g41980 - GO0005554 molecular_function unknown
at_At2g44410 - GO0005554 molecular_function unknown
at_At2g45530 - no entry null
at_At3g14250 - GO0005554 molecular_function unknown
at_At3g29270 - GO0005554 molecular_function unknown
at_At3g43750 - GO0005554 molecular_function unknown
at_At3g45480 - GO0005554 molecular_function unknown
at_At3g45510 - GO0005554 molecular_function unknown
at_At3g45570 - GO0005554 molecular_function unknown
at_At3g52100 - GO0005554 molecular_function unknown
at_At3g53690 - GO0005554 molecular_function unknown
at_At3g61790 - GO0005554 molecular_function unknown
at_At4g08460 - GO0005554 molecular_function unknown
at_At5g11620 - GO0005554 molecular_function unknown
at_At5g26990 - no entry null
at_At5g37280 - no entry null
at_At5g37560 - GO0005554 molecular_function unknown
at_At5g62560 - GO0005554 molecular_function unknown
at_At5g63760 - GO0005554 molecular_function unknown
at_At5g63970 - GO0005554 molecular_function unknown
at_At5g65740 - GO0005554 molecular_function unknown
------------------
Rule 144
b.6.1 <= 8.5e-07
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3178 items):
at_At1g17800 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g18140 GO0005507 copper ion binding
GO0008471 laccase activity
at_At1g21850 GO0005507 copper ion binding
at_At1g26680 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At1g48940 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g71040 GO0005507 copper ion binding
at_At1g72230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g75790 GO0005507 copper ion binding
at_At1g79800 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g24700 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At2g26720 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_At2g32300 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g38080 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_At3g53330 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At3g60270 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g12420 GO0005507 copper ion binding
at_At4g12880 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g25240 GO0005507 copper ion binding
at_At4g31680 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g37160 GO0005507 copper ion binding
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_At5g14350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g20230 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g48100 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g51480 GO0005507 copper ion binding
at_At5g57920 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g58910 GO0005507 copper ion binding
GO0008471 laccase activity
Training Accuracy: 33/36 (91.67%)
Training Frequency class 'GO0046914': 217/3178 (6.83%)
Evaluation on validation data (1624 items):
at_At1g08500 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g21860 GO0005507 copper ion binding
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_At3g60280 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g30590 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g31640 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g31690 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g31840 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g38420 GO0005507 copper ion binding
Validation Accuracy: 12/14 (85.71%)
Validation Frequency class 'GO0046914': 111/1624 (6.83%)
Evaluation on propertest data (2476 items):
at_At1g22480 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At1g23010 GO0005507 copper ion binding
at_At1g41830 GO0005507 copper ion binding
at_At1g55560 GO0005507 copper ion binding
at_At1g76100 GO0005507 copper ion binding
at_At2g02850 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At2g23630 GO0005507 copper ion binding
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_At3g09220 GO0005507 copper ion binding
GO0008471 laccase activity
at_At3g18590 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g01380 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g22010 GO0005507 copper ion binding
at_At4g27520 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At4g28090 GO0005507 copper ion binding
at_At4g31660 - GO0003677 DNA binding
GO0003700 transcription factor activity
at_At4g32490 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_At5g09360 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g15350 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g21100 GO0005507 copper ion binding
GO0008447 L-ascorbate oxidase activity
at_At5g25090 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g26330 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g48450 GO0005507 copper ion binding
at_At5g53870 GO0005489 electron transporter activity
GO0005507 copper ion binding
at_At5g60020 GO0005507 copper ion binding
GO0008471 laccase activity
at_At5g66920 GO0005507 copper ion binding
Propertest Accuracy: 29/30 (96.67%)
Propertest Frequency class 'GO0046914': 185/2476 (7.47%)
New (unknown) data (1624 items):
at_At1g21090 - GO0005554 molecular_function unknown
at_At4g33930 - GO0005554 molecular_function unknown
at_At4g34300 - GO0005554 molecular_function unknown
at_At1g20340 - no entry null
at_At2g15770 - GO0005554 molecular_function unknown
at_At2g15780 - GO0005554 molecular_function unknown
------------------
Rule 178
c > 0.02
g.37.1 <= 0.013
-> class GO0046914 "transition metal ion binding"
Evaluation on training data (3178 items):
at_At1g02030 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_At1g26610 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g49900 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_At1g66140 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68360 - GO0003700 transcription factor activity
at_At2g01940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g15740 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_At2g24500 - GO0003700 transcription factor activity
at_At2g26940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g28200 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_At2g29660 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g35670 - GO0003700 transcription factor activity
at_At2g45120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g09290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g10470 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_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_At3g29340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g46070 - GO0003700 transcription factor activity
at_At3g46080 - GO0003700 transcription factor activity
at_At3g46090 - GO0003700 transcription factor activity
at_At3g49930 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g57480 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At4g12240 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g31420 - GO0003700 transcription factor activity
at_At4g35280 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g03150 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g05120 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06070 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g10970 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g14010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g22890 - GO0003700 transcription factor activity
at_At5g43540 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g44160 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g48890 - GO0003700 transcription factor activity
at_At5g54340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g57520 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g60470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g63280 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g66730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Training Accuracy: 37/46 (80.43%)
Training Frequency class 'GO0046914': 217/3178 (6.83%)
Evaluation on validation data (1624 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_At1g08290 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g10480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g14580 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g26590 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g27730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g72050 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At2g02080 - GO0003700 transcription factor activity
at_At2g18490 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
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_At3g19580 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g45260 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g53820 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_At4g35610 - GO0003700 transcription factor activity
at_At5g01860 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g03510 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g04390 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At5g43170 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g52010 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g56200 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g61470 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g67450 GO0003676 nucleic acid binding
GO0003677 DNA binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Validation Accuracy: 24/26 (92.31%)
Validation Frequency class 'GO0046914': 111/1624 (6.83%)
Evaluation on propertest data (2476 items):
at_At1g13290 - GO0003700 transcription factor activity
at_At1g13400 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At1g30970 - GO0003700 transcription factor activity
at_At1g34790 - GO0003700 transcription factor activity
at_At1g67030 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68130 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g68480 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At1g75710 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At1g80730 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g41940 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At2g42410 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g13810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g50700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At3g53600 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_At4g16610 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g17810 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At4g25610 GO0003676 nucleic acid binding
GO0008270 zinc ion binding
at_At4g35700 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g04340 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g06650 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g15480 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g25160 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g27880 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g42640 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
at_At5g54360 - GO0003700 transcription factor activity
at_At5g59820 GO0003676 nucleic acid binding
GO0003700 transcription factor activity
GO0008270 zinc ion binding
Propertest Accuracy: 24/28 (85.71%)
Propertest Frequency class 'GO0046914': 185/2476 (7.47%)
New (unknown) data (1624 items):
at_At2g47090 - no entry null
at_At4g14200 - GO0005554 molecular_function unknown
at_At4g15590 - no entry null
at_At5g52350 - GO0005515 protein binding
at_At3g17450 - GO0005554 molecular_function unknown
------------------
Rule 125
d.144 <= 7.3e-09
-> class GO0004672 "protein kinase activity"
Evaluation on training data (3178 items):
at_At1g04440 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g06390 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g08590 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g08720 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g09970 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_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g18350 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g19090 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g21240 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g21270 GO0004674 protein serine/threonine kinase activity
at_At1g27190 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_At1g32320 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g34110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g35670 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g48480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g49160 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At1g49340 - GO0004428 inositol/phosphatidylinositol kinase activity
GO0004430 1-phosphatidylinositol 4-kinase activity
at_At1g49580 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At1g50030 - GO0016303 phosphatidylinositol 3-kinase activity
at_At1g50610 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_At1g53420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60490 - GO0016303 phosphatidylinositol 3-kinase activity
at_At1g60630 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g65800 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g66150 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At1g73670 GO0004707 MAP kinase activity
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_At1g76540 GO0004693 cyclin-dependent protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At1g78980 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g79570 GO0004672 protein kinase activity
at_At2g01210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g17700 GO0004672 protein kinase activity
at_At2g17890 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At2g17930 - GO0004428 inositol/phosphatidylinositol kinase activity
at_At2g23300 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_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g28970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31500 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g31880 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g35890 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g41140 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion 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_At2g46700 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g13065 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g14720 GO0004707 MAP kinase activity
at_At3g18040 GO0004707 MAP kinase activity
at_At3g21220 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At3g23340 GO0004681 casein kinase I activity
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_At3g45780 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
at_At3g45860 GO0004672 protein kinase 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_At3g51740 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g51850 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g52890 GO0004672 protein kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At3g56100 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005515 protein binding
GO0005524 ATP binding
at_At3g57530 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g59790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g01370 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g01660 - GO0003754 chaperone activity
GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g03390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g04740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g08500 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At4g09570 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g09760 - GO0004103 choline kinase activity
at_At4g12020 - GO0003700 transcription factor activity
at_At4g14340 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g18710 GO0004696 glycogen synthase kinase 3 activity
GO0016301 kinase activity
at_At4g20140 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g21380 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g21940 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23310 GO0004672 protein kinase activity
at_At4g28540 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g28650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g28860 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g29990 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g31250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g33950 GO0004672 protein kinase activity
GO0009931 calcium-dependent protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g35780 GO0004672 protein kinase activity
at_At4g36070 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At4g36180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g36450 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g37250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g04870 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g07280 GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At5g09350 - GO0004430 1-phosphatidylinositol 4-kinase activity
at_At5g12180 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g14640 GO0004672 protein kinase activity
at_At5g16590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g19010 GO0004707 MAP kinase activity
at_At5g20690 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20930 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g23580 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g23720 - GO0008138 protein tyrosine/serine/threonine phosphatase activity
at_At5g35390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35410 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g38280 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g40440 GO0004708 MAP kinase kinase activity
at_At5g41180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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_At5g45780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g62310 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g63410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g66210 GO0004685 calcium/calmodulin-dependent protein kinase activity
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Training Accuracy: 120/133 (90.23%)
Training Frequency class 'GO0004672': 147/3178 (4.63%)
Evaluation on validation data (1624 items):
at_At1g01560 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g09840 GO0004672 protein kinase activity
at_At1g10210 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g16270 GO0004672 protein kinase activity
at_At1g18890 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g21230 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g31420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g53510 GO0004707 MAP kinase activity
at_At1g53730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g54960 GO0004709 MAP kinase kinase kinase activity
GO0016301 kinase activity
at_At1g57870 GO0004672 protein kinase activity
at_At1g59580 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At1g64210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g64630 - GO0003700 transcription factor activity
GO0016301 kinase activity
at_At1g66880 GO0004674 protein serine/threonine kinase activity
at_At1g69990 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g72180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74320 - GO0004103 choline kinase activity
at_At1g74740 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g79620 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g01450 GO0004707 MAP kinase activity
at_At2g15300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g16250 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g26700 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g26980 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g36570 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g41860 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g42290 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g46070 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g08730 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At3g19700 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g24660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g29160 GO0004672 protein kinase activity
at_At3g47110 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g48750 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g49370 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g59410 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g11330 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At4g18250 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At4g18640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23650 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g23740 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g26070 GO0004708 MAP kinase kinase activity
GO0005515 protein binding
GO0016301 kinase activity
at_At4g26100 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g29810 GO0004708 MAP kinase kinase activity
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_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g14210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g19360 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g19450 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At5g20480 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g38210 GO0004674 protein serine/threonine kinase activity
at_At5g40820 - GO0004428 inositol/phosphatidylinositol kinase activity
at_At5g43320 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g44100 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At5g45820 GO0004674 protein serine/threonine kinase activity
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_At5g56580 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At5g58140 GO0004674 protein serine/threonine kinase activity
GO0009882 blue light photoreceptor activity
GO0016301 kinase activity
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_At5g67280 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016301 kinase activity
Validation Accuracy: 61/65 (93.85%)
Validation Frequency class 'GO0004672': 69/1624 (4.25%)
Evaluation on propertest data (2476 items):
at_At1g03930 GO0004712 protein threonine/tyrosine kinase activity
GO0016301 kinase activity
at_At1g04700 GO0004672 protein kinase activity
at_At1g07570 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g18150 GO0004707 MAP kinase activity
at_At1g20930 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g21210 GO0004674 protein serine/threonine kinase activity
at_At1g25320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g29730 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g29750 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g34100 - GO0004103 choline kinase activity
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g50700 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g51040 - GO0004430 1-phosphatidylinositol 4-kinase activity
at_At1g51660 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g61950 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At1g62950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g65790 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At1g66830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66980 - GO0008889 glycerophosphodiester phosphodiesterase activity
GO0016301 kinase activity
at_At1g70250 GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g71697 - GO0004103 choline kinase activity
at_At1g71830 GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g72300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g72710 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g73500 GO0004708 MAP kinase kinase activity
GO0016301 kinase activity
at_At1g75820 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g76040 GO0004685 calcium/calmodulin-dependent protein kinase activity
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_At2g07040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g17290 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g17520 - GO0004521 endoribonuclease activity
GO0016301 kinase activity
at_At2g18170 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g19470 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At2g23070 GO0004680 casein kinase activity
GO0016301 kinase activity
at_At2g23080 GO0004680 casein kinase activity
GO0016301 kinase activity
at_At2g24230 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g33170 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At2g34650 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At2g35050 GO0004672 protein kinase activity
at_At2g38620 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
GO0030332 cyclin binding
at_At2g38910 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At2g40860 - GO0015071 protein phosphatase type 2C activity
at_At2g42880 GO0004707 MAP kinase activity
at_At2g43790 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At2g48010 GO0004702 receptor signaling protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g10660 GO0004674 protein serine/threonine kinase activity
GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
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_At3g18750 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g19100 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g22420 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g24240 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g25840 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g27560 GO0004674 protein serine/threonine kinase activity
GO0004713 protein-tyrosine kinase activity
GO0016301 kinase activity
at_At3g27580 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g45640 GO0004707 MAP kinase activity
GO0016301 kinase activity
at_At3g46370 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g46920 GO0004672 protein kinase activity
at_At3g47580 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g48260 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At3g49670 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g50530 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0008651 actin polymerizing activity
GO0016301 kinase activity
at_At3g51630 GO0004672 protein kinase activity
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g54180 GO0004693 cyclin-dependent protein kinase activity
GO0016301 kinase activity
at_At3g56370 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g56760 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At3g57830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g61160 GO0004672 protein kinase activity
at_At4g04710 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g04720 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g20270 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g22730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23190 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g23280 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At4g28490 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At4g28880 GO0004681 casein kinase I activity
GO0016301 kinase activity
at_At4g35310 GO0004685 calcium/calmodulin-dependent protein kinase activity
GO0016301 kinase activity
at_At4g36080 - GO0004428 inositol/phosphatidylinositol kinase activity
at_At4g38470 GO0004672 protein kinase activity
at_At4g39400 GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At5g01890 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At5g24100 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g24430 - GO0004723 calcium-dependent protein serine/threonine phosphatase activity
GO0005509 calcium ion binding
GO0016301 kinase activity
at_At5g26751 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
at_At5g28080 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g37450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41990 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g45800 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g49770 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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
at_At5g53320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g57610 GO0004672 protein kinase activity
at_At5g58150 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g58300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g58350 GO0004672 protein kinase activity
GO0016301 kinase activity
at_At5g61480 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At5g63710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g63930 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g64070 - GO0004430 1-phosphatidylinositol 4-kinase activity
Propertest Accuracy: 96/108 (88.89%)
Propertest Frequency class 'GO0004672': 110/2476 (4.44%)
New (unknown) data (1624 items):
at_At1g01140 - GO0016301 kinase activity
at_At1g01540 - GO0016301 kinase activity
at_At1g04210 - no entry null
at_At1g07150 - GO0016301 kinase activity
at_At1g07550 - GO0016301 kinase activity
at_At1g09600 - GO0016301 kinase activity
at_At1g11300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11350 - GO0016301 kinase activity
at_At1g12580 - GO0016301 kinase activity
at_At1g12680 - GO0016301 kinase activity
at_At1g13350 - no entry null
at_At1g14000 - no entry null
at_At1g16120 - GO0016301 kinase activity
at_At1g16130 - GO0016301 kinase activity
at_At1g16260 - GO0016301 kinase activity
at_At1g16440 - GO0016301 kinase activity
at_At1g17540 - GO0016301 kinase activity
at_At1g18040 - GO0016301 kinase activity
at_At1g18390 - GO0016301 kinase activity
at_At1g20650 - no entry null
at_At1g21250 - GO0016301 kinase activity
at_At1g26970 - GO0016301 kinase activity
at_At1g28390 - GO0016301 kinase activity
at_At1g30270 - GO0016301 kinase activity
at_At1g33260 - GO0016301 kinase activity
at_At1g34210 - GO0016301 kinase activity
at_At1g34300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g45160 - GO0016301 kinase activity
at_At1g48490 - GO0016301 kinase activity
at_At1g49100 - GO0016301 kinase activity
at_At1g50230 - GO0016301 kinase activity
at_At1g51800 - GO0016301 kinase activity
at_At1g51820 - GO0016301 kinase activity
at_At1g51850 - GO0016301 kinase activity
at_At1g51860 - GO0016301 kinase activity
at_At1g51880 - GO0016301 kinase activity
at_At1g51910 - GO0016301 kinase activity
at_At1g51940 - GO0016301 kinase activity
at_At1g52290 - no entry null
at_At1g53430 - GO0016301 kinase activity
at_At1g54820 - GO0016301 kinase activity
at_At1g55200 - GO0016301 kinase activity
at_At1g60800 - GO0016301 kinase activity
at_At1g61380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61480 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61550 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g62090 - GO0016301 kinase activity
at_At1g62400 - GO0016301 kinase activity
at_At1g63700 - GO0016301 kinase activity
at_At1g64300 - GO0016301 kinase activity
at_At1g66910 - GO0016301 kinase activity
at_At1g67470 - GO0016301 kinase activity
at_At1g67520 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g69790 - GO0016301 kinase activity
at_At1g69910 - GO0016301 kinase activity
at_At1g70520 - GO0016301 kinase activity
at_At1g71410 - GO0016301 kinase activity
at_At1g71530 - GO0016301 kinase activity
at_At1g72540 - GO0016301 kinase activity
at_At1g72760 - GO0016301 kinase activity
at_At1g74330 - no entry null
at_At1g76370 - GO0016301 kinase activity
at_At1g78940 - GO0016301 kinase activity
at_At1g79600 - GO0005554 molecular_function unknown
at_At1g79680 - GO0016301 kinase activity
at_At1g80870 - GO0016301 kinase activity
at_At2g02800 - GO0016301 kinase activity
at_At2g04300 - GO0016301 kinase activity
at_At2g07020 - GO0016301 kinase activity
at_At2g17220 - GO0016301 kinase activity
at_At2g19400 - GO0016301 kinase activity
at_At2g20850 - GO0016301 kinase activity
at_At2g21480 - GO0016301 kinase activity
at_At2g23030 - GO0016301 kinase activity
at_At2g23450 - GO0016301 kinase activity
at_At2g26290 - GO0016301 kinase activity
at_At2g28940 - GO0016301 kinase activity
at_At2g29220 - GO0016301 kinase activity
at_At2g30040 - GO0016301 kinase activity
at_At2g30730 - GO0016301 kinase activity
at_At2g32800 - no entry null
at_At2g34180 - GO0016301 kinase activity
at_At2g34290 - GO0016301 kinase activity
at_At2g39110 - GO0016301 kinase activity
at_At2g39180 - GO0016301 kinase activity
at_At2g39360 - GO0016301 kinase activity
at_At2g39660 - GO0016301 kinase activity
at_At2g40090 - GO0005215 transporter activity
at_At2g40270 - GO0016301 kinase activity
at_At2g41970 - GO0016301 kinase activity
at_At2g42550 - GO0016301 kinase activity
at_At2g43830 - no entry null
at_At2g43930 - no entry null
at_At2g45590 - no entry null
at_At3g08720 - GO0016301 kinase activity
at_At3g08870 - GO0016301 kinase activity
at_At3g09240 - GO0005554 molecular_function unknown
at_At3g09830 - GO0016301 kinase activity
at_At3g12690 - GO0016301 kinase activity
at_At3g13380 - no entry null
at_At3g13670 - GO0016301 kinase activity
at_At3g14370 - GO0016301 kinase activity
at_At3g16030 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g17420 - GO0016301 kinase activity
at_At3g17510 - GO0016301 kinase activity
at_At3g17750 - GO0016301 kinase activity
at_At3g21340 - GO0016301 kinase activity
at_At3g21630 - GO0016301 kinase activity
at_At3g23310 - GO0016301 kinase activity
at_At3g24550 - no entry null
at_At3g45240 - GO0016301 kinase activity
at_At3g45330 - GO0016301 kinase activity
at_At3g45410 - GO0016301 kinase activity
at_At3g45430 - GO0016301 kinase activity
at_At3g45670 - GO0016301 kinase activity
at_At3g45790 - GO0016301 kinase activity
at_At3g46330 - GO0016301 kinase activity
at_At3g46340 - GO0016301 kinase activity
at_At3g50310 - GO0016301 kinase activity
at_At3g50720 - GO0016301 kinase activity
at_At3g50730 - GO0016301 kinase activity
at_At3g51550 - GO0016301 kinase activity
at_At3g53380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g53840 - GO0016301 kinase activity
at_At3g54030 - GO0016301 kinase activity
at_At3g56280 - GO0016301 kinase activity
at_At3g57720 - GO0016301 kinase activity
at_At3g57740 - GO0016301 kinase activity
at_At3g57770 - GO0016301 kinase activity
at_At3g58640 - GO0016301 kinase activity
at_At3g58690 - GO0016301 kinase activity
at_At3g59750 - GO0016301 kinase activity
at_At3g59830 - GO0016301 kinase activity
at_At3g63260 - GO0016301 kinase activity
at_At3g63280 - GO0016301 kinase activity
at_At4g00330 - GO0016301 kinase activity
at_At4g00710 - GO0016301 kinase activity
at_At4g00720 - GO0016301 kinase activity
at_At4g00960 - no entry null
at_At4g01330 - GO0016301 kinase activity
at_At4g02010 - GO0016301 kinase activity
at_At4g02420 - GO0016301 kinase activity
at_At4g03230 - GO0016301 kinase activity
at_At4g04500 - GO0016301 kinase activity
at_At4g04510 - GO0016301 kinase activity
at_At4g04540 - GO0016301 kinase activity
at_At4g04700 - GO0016301 kinase activity
at_At4g04960 - GO0016301 kinase activity
at_At4g05200 - GO0016301 kinase activity
at_At4g10390 - GO0016301 kinase activity
at_At4g10730 - GO0016301 kinase activity
at_At4g11460 - GO0016301 kinase activity
at_At4g11490 - GO0016301 kinase activity
at_At4g11890 - GO0016301 kinase activity
at_At4g11900 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g13190 - GO0016301 kinase activity
at_At4g16970 - GO0016301 kinase activity
at_At4g20450 - GO0016301 kinase activity
at_At4g20790 - GO0005515 protein binding
at_At4g23150 - GO0016301 kinase activity
at_At4g23160 - GO0016301 kinase activity
at_At4g23230 - GO0016301 kinase activity
at_At4g23250 - GO0016301 kinase activity
at_At4g23260 - no entry null
at_At4g23300 - GO0016301 kinase activity
at_At4g23320 - GO0016301 kinase activity
at_At4g24100 - GO0016301 kinase activity
at_At4g24480 - GO0016301 kinase activity
at_At4g24740 - GO0016301 kinase activity
at_At4g24810 - GO0005554 molecular_function unknown
at_At4g26540 - GO0016301 kinase activity
at_At4g28670 - GO0016301 kinase activity
at_At4g29450 - GO0016301 kinase activity
at_At4g30520 - no entry null
at_At4g31100 - GO0016301 kinase activity
at_At4g31170 - GO0016301 kinase activity
at_At4g31220 - GO0016301 kinase activity
at_At4g31390 - GO0005554 molecular_function unknown
at_At4g32000 - GO0016301 kinase activity
at_At4g32660 - GO0016301 kinase activity
at_At4g32830 - GO0016301 kinase activity
at_At4g33430 - GO0016301 kinase activity
at_At4g38830 - GO0016301 kinase activity
at_At4g40010 - GO0016301 kinase activity
at_At5g02290 - GO0016301 kinase activity
at_At5g03140 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g04510 - GO0016301 kinase activity
at_At5g06940 - GO0016301 kinase activity
at_At5g07140 - GO0016301 kinase activity
at_At5g07180 - GO0016301 kinase activity
at_At5g08590 - GO0016301 kinase activity
at_At5g10270 - GO0016301 kinase activity
at_At5g11850 - GO0016301 kinase activity
at_At5g14720 - GO0016301 kinase activity
at_At5g15080 - GO0016301 kinase activity
at_At5g15730 - GO0016301 kinase activity
at_At5g20050 - GO0016301 kinase activity
at_At5g24970 - GO0005554 molecular_function unknown
at_At5g25440 - GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g26110 - GO0005554 molecular_function unknown
at_At5g27790 - GO0016301 kinase activity
at_At5g28680 - GO0016301 kinase activity
at_At5g35380 - GO0016301 kinase activity
at_At5g35960 - GO0016301 kinase activity
at_At5g35980 - GO0016301 kinase activity
at_At5g37790 - GO0016301 kinase activity
at_At5g39000 - GO0016301 kinase activity
at_At5g39020 - GO0016301 kinase activity
at_At5g39030 - GO0016301 kinase activity
at_At5g39390 - no entry null
at_At5g39420 - GO0016301 kinase activity
at_At5g40380 - GO0016301 kinase activity
at_At5g40540 - GO0016301 kinase activity
at_At5g42440 - GO0016301 kinase activity
at_At5g44290 - GO0016301 kinase activity
at_At5g47750 - GO0016301 kinase activity
at_At5g47850 - GO0016301 kinase activity
at_At5g48380 - no entry null
at_At5g49470 - GO0016301 kinase activity
at_At5g50860 - no entry null
at_At5g51800 - GO0005554 molecular_function unknown
at_At5g55830 - GO0016301 kinase activity
at_At5g56890 - GO0016301 kinase activity
at_At5g57630 - GO0016301 kinase activity
at_At5g58520 - GO0016301 kinase activity
at_At5g58540 - GO0016301 kinase activity
at_At5g59260 - GO0016301 kinase activity
at_At5g59270 - GO0016301 kinase activity
at_At5g59650 - GO0016301 kinase activity
at_At5g60280 - GO0016301 kinase activity
at_At5g60300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g60310 - GO0016301 kinase activity
at_At5g60320 - GO0016301 kinase activity
at_At5g60550 - GO0016301 kinase activity
at_At5g62710 - no entry null
at_At5g63370 - GO0016301 kinase activity
at_At5g63650 - GO0016301 kinase activity
at_At5g64960 - GO0016301 kinase activity
at_At5g65240 - GO0016301 kinase activity
at_At5g65530 - GO0016301 kinase activity
at_At5g65600 - GO0016301 kinase activity
at_At5g67380 - GO0016301 kinase activity
at_At1g01740 - GO0016301 kinase activity
at_At1g02970 - GO0016301 kinase activity
at_At1g03740 - GO0016301 kinase activity
at_At1g05100 - GO0016301 kinase activity
at_At1g05700 - GO0016301 kinase activity
at_At1g08120 - GO0005554 molecular_function unknown
at_At1g08650 - GO0016301 kinase activity
at_At1g09000 - GO0016301 kinase activity
at_At1g10940 - GO0016301 kinase activity
at_At1g11050 - GO0016301 kinase activity
at_At1g11330 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11340 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g11390 - GO0005554 molecular_function unknown
at_At1g11410 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g14370 - GO0016301 kinase activity
at_At1g15530 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g16140 - no entry null
at_At1g16150 - GO0016301 kinase activity
at_At1g16160 - GO0016301 kinase activity
at_At1g17230 - no entry null
at_At1g17910 - GO0016301 kinase activity
at_At1g21590 - GO0016301 kinase activity
at_At1g22870 - GO0016301 kinase activity
at_At1g23700 - GO0016301 kinase activity
at_At1g24030 - GO0016301 kinase activity
at_At1g25390 - GO0016301 kinase activity
at_At1g26150 - no entry null
at_At1g29230 - GO0016301 kinase activity
at_At1g29720 - GO0016301 kinase activity
at_At1g29740 - GO0016301 kinase activity
at_At1g30570 - GO0016301 kinase activity
at_At1g30640 - no entry null
at_At1g33770 - GO0016301 kinase activity
at_At1g34420 - no entry null
at_At1g48210 - GO0016301 kinase activity
at_At1g48260 - GO0016301 kinase activity
at_At1g49730 - GO0016301 kinase activity
at_At1g49820 - no entry null
at_At1g50990 - GO0005554 molecular_function unknown
at_At1g51170 - GO0016301 kinase activity
at_At1g51620 - GO0016301 kinase activity
at_At1g51790 - GO0016301 kinase activity
at_At1g51810 - GO0016301 kinase activity
at_At1g51870 - GO0016301 kinase activity
at_At1g51890 - GO0016301 kinase activity
at_At1g52310 - GO0016301 kinase activity
at_At1g52540 - GO0016301 kinase activity
at_At1g53050 - GO0016301 kinase activity
at_At1g53090 - GO0004871 signal transducer activity
GO0005554 molecular_function unknown
at_At1g53440 - GO0016301 kinase activity
at_At1g53570 - GO0016301 kinase activity
at_At1g54510 - GO0016301 kinase activity
at_At1g55610 - GO0016301 kinase activity
at_At1g56120 - GO0016301 kinase activity
at_At1g56130 - no entry null
at_At1g56140 - no entry null
at_At1g56720 - GO0016301 kinase activity
at_At1g60940 - GO0016301 kinase activity
at_At1g61370 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61390 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61420 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61460 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61490 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61500 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61610 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61640 - GO0005554 molecular_function unknown
at_At1g61860 - GO0016301 kinase activity
at_At1g65190 - no entry null
at_At1g65250 - GO0016301 kinase activity
at_At1g66460 - GO0016301 kinase activity
at_At1g66750 - GO0016301 kinase activity
at_At1g66920 - GO0016301 kinase activity
at_At1g67000 - GO0016301 kinase activity
at_At1g67580 - GO0016301 kinase activity
at_At1g67890 - GO0016301 kinase activity
at_At1g68690 - GO0016301 kinase activity
at_At1g69220 - GO0016301 kinase activity
at_At1g69270 - GO0016301 kinase activity
at_At1g69730 - GO0016301 kinase activity
at_At1g70110 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g70430 - GO0016301 kinase activity
at_At1g70460 - no entry null
at_At1g71810 - GO0005554 molecular_function unknown
at_At1g73450 - GO0016301 kinase activity
at_At1g73460 - GO0016301 kinase activity
at_At1g76360 - GO0016301 kinase activity
at_At1g77280 - GO0016301 kinase activity
at_At1g77720 - GO0016301 kinase activity
at_At1g78290 - GO0016301 kinase activity
at_At1g79640 - GO0016301 kinase activity
at_At2g01820 - no entry null
at_At2g05060 - GO0016301 kinase activity
at_At2g13800 - no entry null
at_At2g16620 - GO0005554 molecular_function unknown
at_At2g16750 - GO0016301 kinase activity
at_At2g17170 - GO0016301 kinase activity
at_At2g17530 - GO0016301 kinase activity
at_At2g18890 - GO0016301 kinase activity
at_At2g19130 - no entry null
at_At2g19190 - GO0016301 kinase activity
at_At2g19210 - GO0016301 kinase activity
at_At2g19410 - GO0016301 kinase activity
at_At2g20300 - GO0016301 kinase activity
at_At2g20470 - GO0016301 kinase activity
at_At2g23200 - GO0016301 kinase activity
at_At2g24990 - GO0005554 molecular_function unknown
at_At2g25220 - GO0016301 kinase activity
at_At2g26830 - no entry null
at_At2g28590 - GO0016301 kinase activity
at_At2g28930 - GO0016301 kinase activity
at_At2g28960 - GO0016301 kinase activity
at_At2g28990 - GO0016301 kinase activity
at_At2g29250 - GO0016301 kinase activity
at_At2g30360 - GO0016301 kinase activity
at_At2g30740 - GO0016301 kinase activity
at_At2g30940 - GO0016301 kinase activity
at_At2g31800 - GO0016301 kinase activity
at_At2g32510 - GO0016301 kinase activity
at_At2g32850 - no entry null
at_At2g33580 - GO0016301 kinase activity
at_At2g35620 - GO0016301 kinase activity
at_At2g37840 - GO0016301 kinase activity
at_At2g38490 - GO0016301 kinase activity
at_At2g39190 - GO0005215 transporter activity
at_At2g40120 - GO0016301 kinase activity
at_At2g40500 - GO0016301 kinase activity
at_At2g40560 - GO0016301 kinase activity
at_At2g40730 - GO0005554 molecular_function unknown
at_At2g40980 - GO0005554 molecular_function unknown
at_At2g41890 - no entry null
at_At2g41910 - GO0016301 kinase activity
at_At2g41920 - GO0016301 kinase activity
at_At2g41930 - GO0016301 kinase activity
at_At2g42630 - GO0016301 kinase activity
at_At2g43690 - GO0016301 kinase activity
at_At2g43700 - GO0016301 kinase activity
at_At2g45490 - no entry null
at_At2g46340 - GO0004871 signal transducer activity
at_At3g06810 - GO0016491 oxidoreductase activity
at_At3g07070 - GO0016301 kinase activity
at_At3g07700 - GO0005554 molecular_function unknown
at_At3g07980 - GO0016301 kinase activity
at_At3g08680 - GO0016301 kinase activity
at_At3g08760 - GO0016301 kinase activity
at_At3g10540 - GO0016301 kinase activity
at_At3g11870 - GO0016301 kinase activity
at_At3g12200 - GO0016301 kinase activity
at_At3g13530 - GO0016301 kinase activity
at_At3g13690 - GO0016301 kinase activity
at_At3g14840 - no entry null
at_At3g15220 - GO0016301 kinase activity
at_At3g17410 - GO0016301 kinase activity
at_At3g17850 - GO0016301 kinase activity
at_At3g18810 - no entry null
at_At3g19300 - GO0016301 kinase activity
at_At3g20530 - GO0016301 kinase activity
at_At3g20830 - GO0016301 kinase activity
at_At3g20860 - GO0016301 kinase activity
at_At3g21450 - GO0016301 kinase activity
at_At3g22750 - GO0016301 kinase activity
at_At3g23000 - GO0016301 kinase activity
at_At3g23750 - no entry null
at_At3g24190 - GO0005554 molecular_function unknown
at_At3g24400 - no entry null
at_At3g24540 - GO0016301 kinase activity
at_At3g24790 - GO0016301 kinase activity
at_At3g25250 - GO0016301 kinase activity
at_At3g25560 - no entry null
at_At3g26940 - GO0016301 kinase activity
at_At3g28690 - GO0016301 kinase activity
at_At3g44200 - GO0016301 kinase activity
at_At3g44610 - GO0016301 kinase activity
at_At3g44850 - GO0016301 kinase activity
at_At3g45390 - GO0016301 kinase activity
at_At3g45420 - GO0016301 kinase activity
at_At3g45440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g45920 - GO0005554 molecular_function unknown
at_At3g46140 - no entry null
at_At3g46160 - no entry null
at_At3g46290 - GO0016301 kinase activity
at_At3g46350 - GO0016301 kinase activity
at_At3g46400 - GO0016301 kinase activity
at_At3g46410 - GO0016301 kinase activity
at_At3g46420 - GO0016301 kinase activity
at_At3g46760 - GO0016301 kinase activity
at_At3g49060 - GO0016301 kinase activity
at_At3g50000 - GO0016301 kinase activity
at_At3g50500 - GO0016301 kinase activity
at_At3g51990 - GO0016301 kinase activity
at_At3g52530 - GO0016301 kinase activity
at_At3g53030 - GO0016301 kinase activity
at_At3g53570 - GO0016301 kinase activity
at_At3g53810 - GO0016301 kinase activity
at_At3g55950 - GO0016301 kinase activity
at_At3g56050 - GO0016301 kinase activity
at_At3g57120 - GO0016301 kinase activity
at_At3g57640 - no entry null
at_At3g57700 - GO0016301 kinase activity
at_At3g57710 - GO0016301 kinase activity
at_At3g57730 - GO0016301 kinase activity
at_At3g57760 - no entry null
at_At3g59110 - GO0016301 kinase activity
at_At3g59350 - GO0016301 kinase activity
at_At3g59420 - GO0016301 kinase activity
at_At3g59700 - GO0016301 kinase activity
at_At3g59730 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g59740 - GO0016301 kinase activity
at_At3g61080 - no entry null
at_At3g61960 - no entry null
at_At3g62220 - GO0016301 kinase activity
at_At3g63330 - GO0016301 kinase activity
at_At4g00970 - no entry null
at_At4g04490 - GO0016301 kinase activity
at_At4g04570 - GO0016301 kinase activity
at_At4g08470 - GO0016301 kinase activity
at_At4g08800 - GO0016301 kinase activity
at_At4g08850 - GO0016301 kinase activity
at_At4g11470 - no entry null
at_At4g11480 - GO0016301 kinase activity
at_At4g11530 - GO0016301 kinase activity
at_At4g13020 - GO0016301 kinase activity
at_At4g14350 - no entry null
at_At4g14480 - GO0016301 kinase activity
at_At4g14580 - GO0016301 kinase activity
at_At4g14780 - GO0016301 kinase activity
at_At4g18700 - GO0016301 kinase activity
at_At4g18950 - GO0016301 kinase activity
at_At4g19110 - GO0016301 kinase activity
at_At4g20940 - GO0005515 protein binding
at_At4g21370 - no entry null
at_At4g21400 - GO0016301 kinase activity
at_At4g22940 - GO0016301 kinase activity
at_At4g23130 - GO0016301 kinase activity
at_At4g23140 - GO0016301 kinase activity
at_At4g23180 - GO0016301 kinase activity
at_At4g23200 - no entry null
at_At4g23210 - GO0016301 kinase activity
at_At4g23220 - GO0016301 kinase activity
at_At4g23240 - no entry null
at_At4g23290 - GO0016301 kinase activity
at_At4g24400 - GO0016301 kinase activity
at_At4g25160 - GO0016301 kinase activity
at_At4g25390 - GO0016301 kinase activity
at_At4g26890 - GO0016301 kinase activity
at_At4g27290 - no entry null
at_At4g28350 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29050 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29180 - GO0016301 kinase activity
at_At4g29380 - no entry null
at_At4g30960 - GO0016301 kinase activity
at_At4g31110 - GO0016301 kinase activity
at_At4g32250 - GO0016301 kinase activity
at_At4g33080 - GO0016301 kinase activity
at_At4g34440 - GO0016301 kinase activity
at_At4g34500 - GO0016301 kinase activity
at_At4g39110 - GO0016301 kinase activity
at_At5g01020 - GO0016301 kinase activity
at_At5g01060 - GO0016301 kinase activity
at_At5g01560 - GO0016301 kinase activity
at_At5g02070 - GO0016301 kinase activity
at_At5g02800 - GO0016301 kinase activity
at_At5g03640 - GO0016301 kinase activity
at_At5g05200 - GO0005554 molecular_function unknown
at_At5g07070 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g07620 - GO0016301 kinase activity
at_At5g08160 - GO0016301 kinase activity
at_At5g10290 - GO0016301 kinase activity
at_At5g10530 - GO0016301 kinase activity
at_At5g10930 - GO0016301 kinase activity
at_At5g11020 - GO0016301 kinase activity
at_At5g11400 - GO0016301 kinase activity
at_At5g11410 - GO0016301 kinase activity
at_At5g12000 - GO0016301 kinase activity
at_At5g12090 - GO0016301 kinase activity
at_At5g13290 - GO0016301 kinase activity
at_At5g13530 - no entry null
at_At5g16500 - GO0016301 kinase activity
at_At5g16810 - GO0005554 molecular_function unknown
at_At5g16900 - GO0016301 kinase activity
at_At5g18190 - GO0016301 kinase activity
at_At5g18500 - GO0016301 kinase activity
at_At5g18610 - GO0016301 kinase activity
at_At5g18700 - GO0016301 kinase activity
at_At5g22050 - GO0016301 kinase activity
at_At5g22840 - GO0016301 kinase activity
at_At5g23170 - GO0016301 kinase activity
at_At5g24010 - GO0016301 kinase activity
at_At5g24080 - GO0016301 kinase activity
at_At5g24360 - GO0016301 kinase activity
at_At5g24810 - GO0005554 molecular_function unknown
at_At5g25110 - GO0016301 kinase activity
at_At5g26150 - GO0016301 kinase activity
at_At5g27510 - GO0016301 kinase activity
at_At5g28290 - GO0016301 kinase activity
at_At5g35580 - GO0016301 kinase activity
at_At5g37350 - GO0005554 molecular_function unknown
at_At5g38240 - GO0016301 kinase activity
at_At5g38250 - GO0016301 kinase activity
at_At5g38260 - GO0016301 kinase activity
at_At5g38990 - GO0016301 kinase activity
at_At5g39440 - GO0016301 kinase activity
at_At5g40030 - GO0016301 kinase activity
at_At5g41260 - GO0016301 kinase activity
at_At5g41680 - GO0016301 kinase activity
at_At5g45430 - GO0016301 kinase activity
at_At5g46080 - GO0016301 kinase activity
at_At5g46570 - GO0016301 kinase activity
at_At5g48740 - GO0016301 kinase activity
at_At5g50000 - GO0016301 kinase activity
at_At5g51270 - GO0016301 kinase activity
at_At5g51770 - GO0016301 kinase activity
at_At5g53450 - GO0016301 kinase activity
at_At5g54380 - GO0016301 kinase activity
at_At5g55560 - GO0016301 kinase activity
at_At5g55910 - GO0016301 kinase activity
at_At5g56460 - GO0016301 kinase activity
at_At5g56790 - GO0016301 kinase activity
at_At5g57670 - GO0016301 kinase activity
at_At5g58380 - GO0016301 kinase activity
at_At5g58940 - GO0016301 kinase activity
at_At5g58950 - GO0016301 kinase activity
at_At5g59010 - GO0005554 molecular_function unknown
at_At5g59670 - GO0016301 kinase activity
at_At5g59680 - GO0016301 kinase activity
at_At5g59700 - GO0016301 kinase activity
at_At5g60090 - GO0016301 kinase activity
at_At5g60270 - GO0016301 kinase activity
at_At5g60900 - no entry null
at_At5g61350 - GO0016301 kinase activity
at_At5g61570 - GO0016301 kinase activity
at_At5g62230 - GO0016301 kinase activity
at_At5g63610 - GO0016301 kinase activity
at_At5g63940 - GO0016301 kinase activity
at_At5g64940 - GO0005215 transporter activity
at_At5g65500 - GO0016301 kinase activity
at_At5g66710 - GO0016301 kinase activity
at_At5g66880 - GO0016301 kinase activity
at_At5g67080 - GO0016301 kinase activity
at_At1g01450 - GO0016301 kinase activity
at_At1g03920 - GO0016301 kinase activity
at_At1g06700 - GO0016301 kinase activity
at_At1g09440 - GO0016301 kinase activity
at_At1g09450 - GO0005554 molecular_function unknown
at_At1g10620 - GO0016301 kinase activity
at_At1g11130 - GO0005515 protein binding
at_At1g11280 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g16110 - GO0016301 kinase activity
at_At1g16670 - GO0016301 kinase activity
at_At1g16760 - GO0016301 kinase activity
at_At1g18160 - GO0016301 kinase activity
at_At1g18670 - GO0016301 kinase activity
at_At1g19390 - GO0016301 kinase activity
at_At1g22720 - no entry null
at_At1g23540 - GO0016301 kinase activity
at_At1g24650 - no entry null
at_At1g48220 - no entry null
at_At1g49180 - GO0016301 kinase activity
at_At1g49270 - no entry null
at_At1g53700 - GO0016301 kinase activity
at_At1g54610 - GO0016301 kinase activity
at_At1g57700 - GO0016301 kinase activity
at_At1g61360 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61400 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61430 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g61590 - GO0016301 kinase activity
at_At1g63500 - GO0005554 molecular_function unknown
at_At1g65950 - GO0005554 molecular_function unknown
at_At1g66930 - GO0016301 kinase activity
at_At1g67720 - GO0016301 kinase activity
at_At1g68830 - GO0016301 kinase activity
at_At1g70130 - GO0016301 kinase activity
at_At1g70450 - GO0016301 kinase activity
at_At1g70530 - GO0016301 kinase activity
at_At1g70740 - GO0016301 kinase activity
at_At1g73660 - GO0016301 kinase activity
at_At1g73690 - GO0016301 kinase activity
at_At1g74490 - GO0016301 kinase activity
at_At1g78530 - GO0016301 kinase activity
at_At1g79250 - GO0016301 kinase activity
at_At1g79670 - GO0016301 kinase activity
at_At1g80640 - GO0016301 kinase activity
at_At2g05940 - GO0016301 kinase activity
at_At2g07180 - GO0016301 kinase activity
at_At2g13790 - no entry null
at_At2g14440 - GO0016301 kinase activity
at_At2g14510 - GO0016301 kinase activity
at_At2g17090 - GO0016301 kinase activity
at_At2g18470 - no entry null
at_At2g18530 - GO0016301 kinase activity
at_At2g19230 - GO0016301 kinase activity
at_At2g20040 - GO0016301 kinase activity
at_At2g23770 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At2g24360 - GO0016301 kinase activity
at_At2g24370 - GO0016301 kinase activity
at_At2g25090 - GO0016301 kinase activity
at_At2g25760 - GO0016301 kinase activity
at_At2g25880 - GO0016301 kinase activity
at_At2g28250 - GO0016301 kinase activity
at_At2g30980 - GO0016301 kinase activity
at_At2g31010 - GO0016301 kinase activity
at_At2g36350 - GO0016301 kinase activity
at_At2g37710 - GO0016301 kinase activity
at_At2g40580 - GO0016301 kinase activity
at_At2g42960 - GO0016301 kinase activity
at_At2g43230 - GO0016301 kinase activity
at_At2g43850 - GO0016301 kinase activity
at_At2g44830 - GO0016301 kinase activity
at_At2g45910 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At2g46850 - GO0005554 molecular_function unknown
at_At2g47060 - GO0016301 kinase activity
at_At3g09010 - GO0016301 kinase activity
at_At3g09780 - GO0016301 kinase activity
at_At3g15890 - GO0016301 kinase activity
at_At3g24720 - GO0016301 kinase activity
at_At3g25490 - GO0016301 kinase activity
at_At3g26700 - GO0016301 kinase activity
at_At3g46930 - GO0016301 kinase activity
at_At3g51270 - GO0005554 molecular_function unknown
at_At3g53640 - GO0016301 kinase activity
at_At3g53930 - GO0016301 kinase activity
at_At3g55450 - GO0016301 kinase activity
at_At3g55550 - GO0016301 kinase activity
at_At3g57750 - GO0016301 kinase activity
at_At3g58760 - GO0016301 kinase activity
at_At4g02410 - GO0016301 kinase activity
at_At4g02630 - GO0016301 kinase activity
at_At4g08480 - GO0016301 kinase activity
at_At4g10010 - GO0016301 kinase activity
at_At4g11110 - GO0004871 signal transducer activity
GO0005554 molecular_function unknown
at_At4g13000 - GO0016301 kinase activity
at_At4g17660 - GO0016301 kinase activity
at_At4g21230 - GO0016301 kinase activity
at_At4g21390 - no entry null
at_At4g21410 - GO0016301 kinase activity
at_At4g22130 - GO0016301 kinase activity
at_At4g23050 - no entry null
at_At4g23270 - no entry null
at_At4g26610 - GO0016301 kinase activity
at_At4g27300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g28980 - GO0016301 kinase activity
at_At4g32300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g32710 - GO0016301 kinase activity
at_At4g35030 - GO0016301 kinase activity
at_At4g35230 - GO0016301 kinase activity
at_At4g35500 - GO0016301 kinase activity
at_At4g35600 - GO0016301 kinase activity
at_At5g01550 - GO0016301 kinase activity
at_At5g01820 - GO0016301 kinase activity
at_At5g01850 - GO0016301 kinase activity
at_At5g01920 - GO0016301 kinase activity
at_At5g03320 - GO0016301 kinase activity
at_At5g06740 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g09890 - GO0016301 kinase activity
at_At5g10520 - GO0016301 kinase activity
at_At5g16000 - GO0016301 kinase activity
at_At5g18530 - GO0005554 molecular_function unknown
at_At5g18910 - GO0016301 kinase activity
at_At5g35370 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g38560 - GO0016301 kinase activity
at_At5g41730 - GO0016301 kinase activity
at_At5g42120 - GO0016301 kinase activity
at_At5g45810 - GO0016301 kinase activity
at_At5g47070 - GO0016301 kinase activity
at_At5g49660 - GO0016301 kinase activity
at_At5g49760 - GO0016301 kinase activity
at_At5g50180 - GO0016301 kinase activity
at_At5g54590 - no entry null
at_At5g55090 - GO0016301 kinase activity
at_At5g60080 - GO0016301 kinase activity
at_At5g61550 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g61560 - GO0005554 molecular_function unknown
GO0016301 kinase activity
at_At5g66790 - GO0016301 kinase activity
at_At5g66850 - GO0016301 kinase activity
------------------
Rule 105
c.66 > 0.015
c.67 <= 0.00056
-> class GO0016769 "transferase activity\, transferring nitrogenous groups"
Evaluation on training data (3178 items):
at_At1g01480 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At1g23320 - GO0016846 carbon-sulfur lyase activity
at_At1g34060 - GO0016846 carbon-sulfur lyase activity
at_At1g50590 - GO0005516 calmodulin binding
at_At1g62960 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At1g70580 GO0004021 alanine transaminase activity
GO0047958 glycine transaminase activity
at_At1g77670 GO0008483 transaminase activity
at_At2g02000 - GO0005516 calmodulin binding
at_At2g02010 - GO0005516 calmodulin binding
at_At2g13360 GO0008453 alanine-glyoxylate transaminase activity
at_At2g22250 GO0004069 aspartate transaminase activity
at_At2g22810 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At2g30970 GO0004069 aspartate transaminase activity
at_At3g08860 GO0008453 alanine-glyoxylate transaminase activity
at_At3g17720 - GO0016831 carboxy-lyase activity
at_At3g48730 - GO0042286 glutamate-1-semialdehyde 2\,1-aminomutase activity
at_At3g48790 - GO0004758 serine C-palmitoyltransferase activity
at_At4g08040 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g13890 - GO0004372 glycine hydroxymethyltransferase activity
at_At4g13930 - GO0004372 glycine hydroxymethyltransferase activity
at_At4g26200 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g28680 - GO0004837 tyrosine decarboxylase activity
at_At4g31990 GO0004069 aspartate transaminase activity
at_At4g33680 GO0008483 transaminase activity
at_At4g37930 - GO0004372 glycine hydroxymethyltransferase activity
at_At4g39660 GO0008453 alanine-glyoxylate transaminase activity
at_At5g04620 GO0008483 transaminase activity
at_At5g11520 GO0004069 aspartate transaminase activity
at_At5g17330 - GO0004351 glutamate decarboxylase activity
GO0005516 calmodulin binding
at_At5g53970 GO0008483 transaminase activity
at_At5g65800 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
Training Accuracy: 12/31 (38.71%)
Training Frequency class 'GO0016769': 13/3178 (0.41%)
Evaluation on validation data (1624 items):
at_At1g27980 - GO0016831 carboxy-lyase activity
at_At1g33320 - GO0003962 cystathionine gamma-synthase activity
at_At1g65960 - GO0005516 calmodulin binding
at_At1g80360 GO0008483 transaminase activity
at_At2g13810 GO0008483 transaminase activity
at_At2g17630 GO0004648 phosphoserine transaminase activity
GO0008483 transaminase activity
at_At2g20610 GO0008483 transaminase activity
at_At2g24850 GO0008483 transaminase activity
at_At3g17760 - GO0005516 calmodulin binding
at_At3g22200 GO0003867 4-aminobutyrate transaminase activity
GO0004015 adenosylmethionine-8-amino-7-oxononanoate transaminase activity
at_At3g57050 - GO0004121 cystathionine beta-lyase activity
at_At4g11280 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g24670 - GO0016846 carbon-sulfur lyase activity
at_At4g33010 - GO0004375 glycine dehydrogenase (decarboxylating) activity
at_At4g36480 - GO0004758 serine C-palmitoyltransferase activity
at_At5g26780 - GO0004372 glycine hydroxymethyltransferase activity
at_At5g57590 GO0004015 adenosylmethionine-8-amino-7-oxononanoate transaminase activity
Validation Accuracy: 7/17 (41.18%)
Validation Frequency class 'GO0016769': 7/1624 (0.43%)
Evaluation on propertest data (2476 items):
at_At1g08490 GO0008483 transaminase activity
at_At1g17290 GO0004021 alanine transaminase activity
at_At1g22020 - GO0004372 glycine hydroxymethyltransferase activity
at_At1g23310 GO0004021 alanine transaminase activity
GO0047958 glycine transaminase activity
at_At1g34040 - GO0016846 carbon-sulfur lyase activity
at_At1g36370 - GO0004372 glycine hydroxymethyltransferase activity
at_At1g43710 - GO0016831 carboxy-lyase activity
at_At1g70560 - GO0016846 carbon-sulfur lyase activity
at_At1g71920 GO0004400 histidinol-phosphate transaminase activity
at_At1g72330 GO0004021 alanine transaminase activity
at_At1g80600 GO0003992 acetylornithine transaminase activity
at_At2g26080 - GO0004375 glycine dehydrogenase (decarboxylating) activity
at_At2g38400 GO0008453 alanine-glyoxylate transaminase activity
at_At3g48780 - GO0004758 serine C-palmitoyltransferase activity
at_At3g49700 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At3g61510 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At4g23590 GO0008483 transaminase activity
at_At4g23600 GO0004121 cystathionine beta-lyase activity
GO0008483 transaminase activity
at_At4g28420 GO0008483 transaminase activity
at_At4g32520 - GO0004372 glycine hydroxymethyltransferase activity
at_At4g37770 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g10330 GO0004400 histidinol-phosphate transaminase activity
at_At5g14060 - GO0004072 aspartate kinase activity
at_At5g19550 GO0004069 aspartate transaminase activity
at_At5g23670 - GO0004758 serine C-palmitoyltransferase activity
at_At5g28360 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g46180 GO0004587 ornithine-oxo-acid transaminase activity
at_At5g51690 - GO0016847 1-aminocyclopropane-1-carboxylate synthase activity
at_At5g63570 - GO0042286 glutamate-1-semialdehyde 2\,1-aminomutase activity
at_At5g65720 GO0008483 transaminase activity
Propertest Accuracy: 14/30 (46.67%)
Propertest Frequency class 'GO0016769': 14/2476 (0.57%)
New (unknown) data (1624 items):
at_At1g16540 - GO0008265 Mo-molybdopterin cofactor sulfurase activity
at_At1g64660 - GO0003824 catalytic activity
at_At4g37100 - GO0005554 molecular_function unknown
at_At5g04040 - GO0005554 molecular_function unknown
at_At1g08630 - no entry null
at_At1g62800 - no entry null
at_At2g23520 - GO0005554 molecular_function unknown
at_At3g62130 - GO0005554 molecular_function unknown
at_At4g22980 - GO0005554 molecular_function unknown
at_At5g26600 - GO0005554 molecular_function unknown
at_At5g36160 - GO0005554 molecular_function unknown
at_At5g66950 - GO0005554 molecular_function unknown
at_At4g35630 - no entry null
at_At5g51920 - GO0005554 molecular_function unknown
------------------
Rule 78
c.2.1 <= 0.00021
c.23.4 > 5.7e-15
d.81.1 > 0.019
-> class GO0016614 "oxidoreductase activity\, acting on CH-OH group of donors"
Evaluation on training data (3178 items):
at_At1g01790 - GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At1g03630 - GO0016491 oxidoreductase activity
GO0016630 protochlorophyllide reductase activity
at_At1g12780 - GO0003978 UDP-glucose 4-epimerase activity
at_At1g17650 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g19540 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g26570 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At1g30620 - GO0003824 catalytic activity
GO0050373 UDP-arabinose 4-epimerase activity
at_At1g32100 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g47290 GO0003854 3-beta-hydroxy-delta5-steroid dehydrogenase activity
at_At1g51410 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g62570 - GO0004497 monooxygenase activity
at_At1g63180 - GO0003978 UDP-glucose 4-epimerase activity
at_At1g64190 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g64440 - GO0003978 UDP-glucose 4-epimerase activity
at_At1g64710 GO0004022 alcohol dehydrogenase activity
at_At1g65560 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g68010 GO0008465 glycerate dehydrogenase activity
at_At1g73250 GO0050577 GDP-L-fucose synthase activity
at_At1g75280 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g79750 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At1g80820 - GO0016621 cinnamoyl-CoA reductase activity
at_At2g02400 - GO0016621 cinnamoyl-CoA reductase activity
at_At2g13560 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At2g21890 GO0046029 mannitol dehydrogenase activity
at_At2g22780 GO0016615 malate dehydrogenase activity
at_At2g33600 - GO0016621 cinnamoyl-CoA reductase activity
at_At2g43420 GO0003854 3-beta-hydroxy-delta5-steroid dehydrogenase activity
at_At2g44040 - GO0008839 dihydrodipicolinate reductase activity
at_At3g06860 GO0004300 enoyl-CoA hydratase activity
GO0016509 long-chain-3-hydroxyacyl-CoA dehydrogenase activity
at_At3g07690 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At3g15020 GO0016615 malate dehydrogenase activity
at_At3g15090 - GO0008270 zinc ion binding
at_At3g15290 GO0008691 3-hydroxybutyryl-CoA dehydrogenase activity
at_At3g25530 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At3g29360 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At3g45770 - GO0008270 zinc ion binding
at_At3g46440 - GO0003824 catalytic activity
GO0048040 UDP-glucuronate decarboxylase activity
at_At3g47520 GO0016615 malate dehydrogenase activity
at_At3g51160 - GO0008446 GDP-mannose 4\,6-dehydratase activity
at_At3g58610 GO0004455 ketol-acid reductoisomerase activity
at_At3g59890 - GO0008839 dihydrodipicolinate reductase activity
at_At4g13010 - GO0008270 zinc ion binding
at_At4g13940 - GO0004013 adenosylhomocysteinase activity
at_At4g23920 - GO0003978 UDP-glucose 4-epimerase activity
at_At4g29010 GO0004300 enoyl-CoA hydratase activity
GO0016509 long-chain-3-hydroxyacyl-CoA dehydrogenase activity
at_At4g30470 - GO0016621 cinnamoyl-CoA reductase activity
at_At4g33030 - GO0008146 sulfotransferase activity
GO0046507 UDPsulfoquinovose synthase activity
at_At4g34200 GO0004617 phosphoglycerate dehydrogenase activity
at_At4g34540 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At4g35420 GO0016614 oxidoreductase activity\, acting on CH-OH group of donors
at_At4g37970 GO0046029 mannitol dehydrogenase activity
at_At4g37980 GO0046029 mannitol dehydrogenase activity
at_At4g39230 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g11670 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At5g14700 - GO0016621 cinnamoyl-CoA reductase activity
at_At5g15490 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At5g19440 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At5g26250 - GO0005351 sugar porter activity
GO0015144 carbohydrate transporter activity
at_At5g39320 GO0003979 UDP-glucose 6-dehydrogenase activity
at_At5g41670 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At5g43330 GO0016615 malate dehydrogenase activity
at_At5g56720 GO0016615 malate dehydrogenase activity
at_At5g58330 GO0016615 malate dehydrogenase activity
at_At5g59290 - GO0003824 catalytic activity
GO0048040 UDP-glucuronate decarboxylase activity
at_At5g61510 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
Training Accuracy: 34/65 (52.31%)
Training Frequency class 'GO0016614': 53/3178 (1.67%)
Evaluation on validation data (1624 items):
at_At1g15710 - GO0004665 prephenate dehydrogenase (NADP+) activity
at_At1g15950 - GO0016621 cinnamoyl-CoA reductase activity
at_At1g22430 GO0004022 alcohol dehydrogenase activity
at_At1g22440 GO0004022 alcohol dehydrogenase activity
at_At1g23740 - GO0008270 zinc ion binding
at_At1g24360 GO0004316 3-oxoacyl-[acyl-carrier protein] reductase activity
at_At1g62580 - GO0004497 monooxygenase activity
at_At1g65860 - GO0004497 monooxygenase activity
at_At1g75290 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g75300 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g77120 GO0004022 alcohol dehydrogenase activity
at_At2g19900 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At2g21730 GO0046029 mannitol dehydrogenase activity
at_At2g26260 GO0003854 3-beta-hydroxy-delta5-steroid dehydrogenase activity
at_At2g33630 GO0003854 3-beta-hydroxy-delta5-steroid dehydrogenase activity
at_At2g40690 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At2g45400 GO0016614 oxidoreductase activity\, acting on CH-OH group of donors
at_At3g44540 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At3g44560 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At3g63140 - GO0003729 mRNA binding
at_At4g00570 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At4g00630 - GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At4g10960 - GO0003978 UDP-glucose 4-epimerase activity
at_At4g17260 GO0004457 lactate dehydrogenase activity
at_At4g20930 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At4g27440 - GO0016491 oxidoreductase activity
GO0016630 protochlorophyllide reductase activity
at_At4g33790 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At4g39330 GO0046029 mannitol dehydrogenase activity
at_At5g09660 GO0016615 malate dehydrogenase activity
at_At5g16980 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g16990 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g38000 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g42800 GO0009985 dihydroflavonol(thiole) lyase activity
GO0045552 dihydrokaempferol 4-reductase activity
at_At5g63620 - GO0008270 zinc ion binding
Validation Accuracy: 16/34 (47.06%)
Validation Frequency class 'GO0016614': 25/1624 (1.54%)
Evaluation on propertest data (2476 items):
at_At1g04410 GO0016615 malate dehydrogenase activity
at_At1g09480 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g09490 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g09500 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g09510 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g09940 - GO0008883 glutamyl-tRNA reductase activity
at_At1g26320 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At1g32780 GO0004022 alcohol dehydrogenase activity
at_At1g53240 GO0016615 malate dehydrogenase activity
at_At1g58290 - GO0008883 glutamyl-tRNA reductase activity
at_At1g61720 GO0016491 oxidoreductase activity
GO0045552 dihydrokaempferol 4-reductase activity
at_At1g66800 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g71180 GO0004616 phosphogluconate dehydrogenase (decarboxylating) activity
at_At1g72680 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At1g76470 - GO0016621 cinnamoyl-CoA reductase activity
at_At2g05990 - GO0004318 enoyl-[acyl-carrier protein] reductase (NADH) activity
GO0016491 oxidoreductase activity
GO0016631 enoyl-[acyl-carrier protein] reductase activity
at_At2g23910 - GO0016621 cinnamoyl-CoA reductase activity
at_At2g29350 GO0004022 alcohol dehydrogenase activity
GO0016491 oxidoreductase activity
at_At2g31250 - GO0008883 glutamyl-tRNA reductase activity
at_At2g33590 - GO0016621 cinnamoyl-CoA reductase activity
at_At2g41540 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At2g47650 - GO0003824 catalytic activity
GO0048040 UDP-glucuronate decarboxylase activity
at_At3g11980 - GO0016628 oxidoreductase activity\, acting on the CH-CH group of donors\, NAD or NADP as acceptor
at_At3g19450 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At3g19480 GO0004617 phosphoglycerate dehydrogenase activity
at_At3g23810 - GO0004013 adenosylhomocysteinase activity
at_At3g44550 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At3g53520 - GO0003824 catalytic activity
GO0048040 UDP-glucuronate decarboxylase activity
at_At3g56460 - GO0008270 zinc ion binding
at_At3g56700 - GO0016628 oxidoreductase activity\, acting on the CH-CH group of donors\, NAD or NADP as acceptor
at_At3g62830 - GO0003824 catalytic activity
GO0048040 UDP-glucuronate decarboxylase activity
at_At4g04850 - GO0015079 potassium ion transporter activity
GO0015386 potassium\:hydrogen antiporter activity
at_At4g13660 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At4g21580 - GO0008270 zinc ion binding
at_At4g22110 GO0004022 alcohol dehydrogenase activity
at_At4g27250 GO0045551 cinnamyl-alcohol dehydrogenase activity
GO0045552 dihydrokaempferol 4-reductase activity
at_At4g34230 GO0045551 cinnamyl-alcohol dehydrogenase activity
at_At4g37990 GO0018456 aryl-alcohol dehydrogenase activity
GO0046029 mannitol dehydrogenase activity
at_At5g14780 - GO0008863 formate dehydrogenase activity
at_At5g16960 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g16970 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g17000 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g22420 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At5g22500 - GO0016627 oxidoreductase activity\, acting on the CH-CH group of donors
at_At5g24760 GO0004022 alcohol dehydrogenase activity
at_At5g25880 GO0004470 malic enzyme activity
GO0016652 oxidoreductase activity\, acting on NADH or NADPH\, NAD or NADP as acceptor
at_At5g37940 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g37980 - GO0016651 oxidoreductase activity\, acting on NADH or NADPH
at_At5g40610 GO0004367 glycerol-3-phosphate dehydrogenase (NAD+) activity
at_At5g42250 GO0004022 alcohol dehydrogenase activity
at_At5g43940 - GO0004327 formaldehyde dehydrogenase (glutathione) activity
at_At5g51970 GO0003939 L-iditol 2-dehydrogenase activity
at_At5g54190 - GO0016491 oxidoreductase activity
GO0016630 protochlorophyllide reductase activity
at_At5g58490 - GO0016621 cinnamoyl-CoA reductase activity
at_At5g66280 - GO0008446 GDP-mannose 4\,6-dehydratase activity
Propertest Accuracy: 24/55 (43.64%)
Propertest Frequency class 'GO0016614': 30/2476 (1.21%)
New (unknown) data (1624 items):
at_At1g01800 - GO0016491 oxidoreductase activity
at_At1g10310 - GO0016491 oxidoreductase activity
at_At1g17890 - GO0003824 catalytic activity
at_At1g32220 - GO0005554 molecular_function unknown
at_At1g49670 - no entry null
at_At1g50450 - GO0005554 molecular_function unknown
at_At1g64590 - GO0016491 oxidoreductase activity
at_At1g67730 - GO0016491 oxidoreductase activity
at_At1g68540 - GO0016491 oxidoreductase activity
at_At1g78570 - GO0003824 catalytic activity
at_At1g79870 - GO0016491 oxidoreductase activity
at_At2g07640 - GO0005554 molecular_function unknown
at_At2g27860 - GO0005554 molecular_function unknown
at_At2g29290 - GO0016491 oxidoreductase activity
at_At2g29330 - GO0016491 oxidoreductase activity
at_At2g30670 - GO0016491 oxidoreductase activity
at_At2g37660 - GO0005554 molecular_function unknown
at_At3g29260 - GO0016491 oxidoreductase activity
at_At3g42960 - GO0016491 oxidoreductase activity
at_At3g50560 - GO0016491 oxidoreductase activity
at_At3g61220 - GO0016491 oxidoreductase activity
at_At4g00600 - GO0003824 catalytic activity
at_At4g00620 - GO0003824 catalytic activity
at_At4g18810 - GO0005554 molecular_function unknown
at_At4g24050 - GO0016491 oxidoreductase activity
at_At4g27760 - GO0016491 oxidoreductase activity
at_At4g30440 - GO0003824 catalytic activity
at_At4g35250 - GO0005554 molecular_function unknown
at_At5g10730 - GO0005554 molecular_function unknown
at_At5g15940 - GO0016491 oxidoreductase activity
at_At5g18660 - GO0005554 molecular_function unknown
at_At5g28310 - GO0016491 oxidoreductase activity
at_At5g44480 - GO0003824 catalytic activity
at_At5g50590 - GO0016491 oxidoreductase activity
at_At5g53100 - GO0016491 oxidoreductase activity
at_At5g57800 - GO0003824 catalytic activity
at_At5g58750 - GO0005554 molecular_function unknown
at_At5g61830 - GO0016491 oxidoreductase activity
at_At1g01510 - GO0005515 protein binding
at_At1g07440 - GO0016491 oxidoreductase activity
at_At1g07450 - GO0016491 oxidoreductase activity
at_At1g09340 - GO0005554 molecular_function unknown
at_At1g18270 - no entry null
at_At1g19690 - GO0005554 molecular_function unknown
at_At1g24470 - GO0016491 oxidoreductase activity
at_At1g25460 - GO0016491 oxidoreductase activity
at_At1g26330 - GO0005554 molecular_function unknown
at_At1g36580 - GO0005554 molecular_function unknown
at_At1g51720 - GO0016491 oxidoreductase activity
at_At1g54870 - GO0016491 oxidoreductase activity
at_At1g62610 - GO0016491 oxidoreductase activity
at_At1g63380 - GO0016491 oxidoreductase activity
at_At1g71170 - no entry null
at_At2g20360 - GO0005554 molecular_function unknown
at_At2g21280 - GO0005554 molecular_function unknown
at_At2g29170 - GO0016491 oxidoreductase activity
at_At2g29300 - GO0016491 oxidoreductase activity
at_At2g29310 - GO0016491 oxidoreductase activity
at_At2g29320 - GO0016491 oxidoreductase activity
at_At2g29360 - GO0016491 oxidoreductase activity
at_At2g34460 - GO0005554 molecular_function unknown
at_At2g37540 - GO0016491 oxidoreductase activity
at_At2g38660 - GO0003824 catalytic activity
at_At2g39070 - no entry null
at_At2g45310 - GO0003824 catalytic activity
at_At2g47120 - GO0016491 oxidoreductase activity
at_At2g47130 - GO0016491 oxidoreductase activity
at_At2g47140 - GO0016491 oxidoreductase activity
at_At2g47150 - GO0016491 oxidoreductase activity
at_At3g12800 - GO0005554 molecular_function unknown
at_At3g14790 - GO0003824 catalytic activity
at_At3g20790 - GO0016491 oxidoreductase activity
at_At3g23820 - GO0003824 catalytic activity
at_At3g26770 - GO0016491 oxidoreductase activity
at_At3g46170 - no entry null
at_At3g46780 - GO0005554 molecular_function unknown
at_At3g47350 - GO0016491 oxidoreductase activity
at_At3g47360 - GO0016491 oxidoreductase activity
at_At3g51680 - GO0016491 oxidoreductase activity
at_At3g55290 - GO0016491 oxidoreductase activity
at_At3g59710 - GO0016491 oxidoreductase activity
at_At4g00110 - GO0003824 catalytic activity
at_At4g00560 - GO0005554 molecular_function unknown
at_At4g05530 - GO0016491 oxidoreductase activity
at_At4g09750 - GO0016491 oxidoreductase activity
at_At4g10020 - GO0016491 oxidoreductase activity
at_At4g13180 - GO0016491 oxidoreductase activity
at_At4g13250 - GO0016491 oxidoreductase activity
at_At4g17370 - GO0016491 oxidoreductase activity
at_At4g20460 - GO0003824 catalytic activity
at_At4g23420 - no entry null
at_At4g24220 - GO0005554 molecular_function unknown
at_At4g33360 - GO0005554 molecular_function unknown
at_At5g02540 - GO0016491 oxidoreductase activity
at_At5g04070 - GO0016491 oxidoreductase activity
at_At5g07440 - GO0016491 oxidoreductase activity
at_At5g10050 - GO0016491 oxidoreductase activity
at_At5g14800 - no entry null
at_At5g15910 - GO0005554 molecular_function unknown
at_At5g18210 - GO0016491 oxidoreductase activity
at_At5g28840 - GO0003824 catalytic activity
at_At5g49960 - GO0005554 molecular_function unknown
at_At5g50130 - GO0016491 oxidoreductase activity
at_At5g50600 - GO0016491 oxidoreductase activity
at_At5g50690 - GO0016491 oxidoreductase activity
at_At5g50770 - GO0016491 oxidoreductase activity
at_At5g51030 - GO0016491 oxidoreductase activity
at_At1g02000 - GO0003824 catalytic activity
at_At1g08200 - GO0005554 molecular_function unknown
at_At1g12550 - GO0016491 oxidoreductase activity
at_At1g16720 - GO0005554 molecular_function unknown
at_At1g52340 - GO0016491 oxidoreductase activity
at_At1g53500 - GO0003824 catalytic activity
at_At1g63000 - GO0005554 molecular_function unknown
at_At1g72190 - GO0016491 oxidoreductase activity
at_At1g72640 - GO0005554 molecular_function unknown
at_At2g28760 - GO0003824 catalytic activity
at_At2g29340 - GO0016491 oxidoreductase activity
at_At2g29370 - GO0016491 oxidoreductase activity
at_At2g34850 - GO0003824 catalytic activity
at_At3g12290 - GO0003824 catalytic activity
at_At3g26760 - GO0016491 oxidoreductase activity
at_At3g29250 - GO0016491 oxidoreductase activity
at_At3g55310 - GO0016491 oxidoreductase activity
at_At4g03140 - GO0016491 oxidoreductase activity
at_At4g11410 - GO0016491 oxidoreductase activity
at_At4g12250 - GO0003824 catalytic activity
at_At4g20760 - no entry null
at_At4g23430 - GO0016491 oxidoreductase activity
at_At4g29120 - no entry null
at_At4g31530 - GO0005554 molecular_function unknown
at_At5g02240 - GO0005554 molecular_function unknown
at_At5g04900 - GO0016491 oxidoreductase activity
at_At5g06060 - GO0016491 oxidoreductase activity
at_At5g06970 - GO0005554 molecular_function unknown
at_At5g18170 - GO0016491 oxidoreductase activity
at_At5g19200 - GO0016491 oxidoreductase activity
at_At5g39410 - GO0005554 molecular_function unknown
at_At5g50700 - GO0016491 oxidoreductase activity
at_At5g52810 - no entry null
at_At5g53090 - GO0016491 oxidoreductase activity
------------------
Rule 45
d.3.1 <= 0.0025
-> class GO0008233 "peptidase activity"
Evaluation on training data (3178 items):
at_At1g04860 GO0004843 ubiquitin-specific protease activity
at_At1g06260 GO0008234 cysteine-type peptidase activity
at_At1g09850 GO0008234 cysteine-type peptidase activity
at_At1g17110 GO0004843 ubiquitin-specific protease activity
at_At1g32840 GO0008234 cysteine-type peptidase activity
at_At1g35650 GO0008234 cysteine-type peptidase activity
at_At1g35770 GO0008234 cysteine-type peptidase activity
at_At1g42460 GO0008234 cysteine-type peptidase activity
at_At1g43300 GO0008234 cysteine-type peptidase activity
at_At1g52020 GO0008234 cysteine-type peptidase activity
at_At1g60220 GO0008234 cysteine-type peptidase activity
at_At1g65160 GO0004221 ubiquitin thiolesterase activity
at_At2g02210 GO0008234 cysteine-type peptidase activity
at_At2g04980 GO0008234 cysteine-type peptidase activity
at_At2g07240 GO0008234 cysteine-type peptidase activity
at_At2g10350 GO0008234 cysteine-type peptidase activity
at_At2g15140 GO0008234 cysteine-type peptidase activity
at_At2g15190 GO0008234 cysteine-type peptidase activity
at_At2g22310 GO0004843 ubiquitin-specific protease activity
at_At3g06910 GO0008234 cysteine-type peptidase activity
at_At3g09170 GO0008234 cysteine-type peptidase activity
at_At3g14400 GO0004843 ubiquitin-specific protease activity
at_At3g19400 GO0008234 cysteine-type peptidase activity
at_At3g20630 GO0004843 ubiquitin-specific protease activity
at_At3g24390 GO0008234 cysteine-type peptidase activity
at_At3g42690 GO0008234 cysteine-type peptidase activity
at_At3g42730 GO0008234 cysteine-type peptidase activity
at_At3g44500 GO0008234 cysteine-type peptidase activity
at_At3g47260 GO0008234 cysteine-type peptidase activity
at_At3g49340 GO0008234 cysteine-type peptidase activity
at_At4g01610 GO0008234 cysteine-type peptidase activity
at_At4g03300 GO0008234 cysteine-type peptidase activity
at_At4g03970 GO0008234 cysteine-type peptidase activity
at_At4g04010 GO0008234 cysteine-type peptidase activity
at_At4g04130 GO0008234 cysteine-type peptidase activity
at_At4g04390 GO0008234 cysteine-type peptidase activity
at_At4g05280 GO0008234 cysteine-type peptidase activity
at_At4g08340 GO0008234 cysteine-type peptidase activity
at_At4g08880 GO0008234 cysteine-type peptidase activity
at_At4g11310 GO0008234 cysteine-type peptidase activity
at_At4g11320 GO0008234 cysteine-type peptidase activity
at_At4g17510 GO0004221 ubiquitin thiolesterase activity
at_At4g23520 GO0008234 cysteine-type peptidase activity
at_At4g24560 GO0004843 ubiquitin-specific protease activity
at_At4g30890 GO0004843 ubiquitin-specific protease activity
at_At4g31670 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At4g39090 GO0004197 cysteine-type endopeptidase activity
GO0008234 cysteine-type peptidase activity
at_At4g39910 GO0004843 ubiquitin-specific protease activity
at_At5g05050 GO0008234 cysteine-type peptidase activity
at_At5g06600 GO0004843 ubiquitin-specific protease activity
at_At5g36030 GO0008234 cysteine-type peptidase activity
at_At5g43060 GO0008234 cysteine-type peptidase activity
Training Accuracy: 52/52 (100.00%)
Training Frequency class 'GO0008233': 176/3178 (5.54%)
Evaluation on validation data (1624 items):
at_At1g09730 GO0008234 cysteine-type peptidase activity
at_At1g20850 GO0008233 peptidase activity
GO0008234 cysteine-type peptidase activity
at_At1g29080 GO0008234 cysteine-type peptidase activity
at_At1g29110 GO0008234 cysteine-type peptidase activity
at_At1g34610 GO0008234 cysteine-type peptidase activity
at_At1g34740 GO0008234 cysteine-type peptidase activity
at_At1g35110 GO0008234 cysteine-type peptidase activity
at_At1g45090 GO0008234 cysteine-type peptidase activity
at_At2g06430 GO0008234 cysteine-type peptidase activity
at_At2g12100 GO0008234 cysteine-type peptidase activity
at_At2g16180 GO0008234 cysteine-type peptidase activity
at_At2g27420 GO0008234 cysteine-type peptidase activity
at_At2g34080 GO0008234 cysteine-type peptidase activity
at_At2g40930 GO0004843 ubiquitin-specific protease activity
at_At3g26260 GO0008234 cysteine-type peptidase activity
at_At3g26530 GO0008234 cysteine-type peptidase activity
at_At3g32900 GO0008234 cysteine-type peptidase activity
at_At3g45310 GO0008234 cysteine-type peptidase activity
at_At3g47900 GO0004221 ubiquitin thiolesterase activity
at_At3g48350 GO0008234 cysteine-type peptidase activity
at_At4g00690 GO0008234 cysteine-type peptidase activity
at_At4g09280 GO0008234 cysteine-type peptidase activity
at_At4g16190 GO0008234 cysteine-type peptidase activity
at_At4g22350 GO0004221 ubiquitin thiolesterase activity
at_At4g33620 GO0008234 cysteine-type peptidase activity
at_At5g10790 GO0004843 ubiquitin-specific protease activity
at_At5g28250 GO0008234 cysteine-type peptidase activity
at_At5g45890 GO0008234 cysteine-type peptidase activity
at_At5g50260 GO0008234 cysteine-type peptidase activity
Validation Accuracy: 29/29 (100.00%)
Validation Frequency class 'GO0008233': 96/1624 (5.91%)
Evaluation on propertest data (2476 items):
at_At1g02300 GO0008234 cysteine-type peptidase activity
at_At1g08740 GO0008234 cysteine-type peptidase activity
at_At1g10570 GO0008234 cysteine-type peptidase activity
at_At1g21030 GO0008234 cysteine-type peptidase activity
at_At1g27780 GO0008234 cysteine-type peptidase activity
at_At1g29090 GO0008234 cysteine-type peptidase activity
at_At1g32850 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At1g44880 GO0008234 cysteine-type peptidase activity
at_At1g51710 GO0004843 ubiquitin-specific protease activity
at_At1g65140 GO0004221 ubiquitin thiolesterase activity
at_At1g65170 GO0004221 ubiquitin thiolesterase activity
at_At1g65650 GO0004221 ubiquitin thiolesterase activity
at_At2g14130 GO0008234 cysteine-type peptidase activity
at_At2g21430 GO0008234 cysteine-type peptidase activity
at_At2g24640 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At2g29240 GO0008234 cysteine-type peptidase activity
at_At2g32780 GO0004843 ubiquitin-specific protease activity
at_At3g11910 GO0004843 ubiquitin-specific protease activity
at_At3g19390 GO0008234 cysteine-type peptidase activity
at_At3g21280 GO0004843 ubiquitin-specific protease activity
at_At3g30440 GO0008234 cysteine-type peptidase activity
at_At3g42580 GO0008234 cysteine-type peptidase activity
at_At3g43960 GO0008234 cysteine-type peptidase activity
at_At3g48340 GO0008234 cysteine-type peptidase activity
at_At3g49600 GO0004843 ubiquitin-specific protease activity
at_At3g54940 GO0008234 cysteine-type peptidase activity
at_At4g04530 GO0008234 cysteine-type peptidase activity
at_At4g07580 GO0008234 cysteine-type peptidase activity
at_At4g08430 GO0008234 cysteine-type peptidase activity
at_At4g10570 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At4g10590 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
at_At4g15880 GO0008234 cysteine-type peptidase activity
GO0016929 SUMO-specific protease activity
at_At4g19310 GO0008234 cysteine-type peptidase activity
at_At4g22290 GO0004221 ubiquitin thiolesterase activity
at_At4g22410 GO0004221 ubiquitin thiolesterase activity
at_At4g35350 GO0008234 cysteine-type peptidase activity
at_At4g36880 GO0008234 cysteine-type peptidase activity
at_At4g39370 GO0004843 ubiquitin-specific protease activity
at_At5g16310 GO0004221 ubiquitin thiolesterase activity
at_At5g20750 GO0008234 cysteine-type peptidase activity
at_At5g22030 GO0004843 ubiquitin-specific protease activity
at_At5g34900 GO0008234 cysteine-type peptidase activity
at_At5g36860 GO0008234 cysteine-type peptidase activity
at_At5g44890 GO0008234 cysteine-type peptidase activity
at_At5g46740 GO0004843 ubiquitin-specific protease activity
at_At5g57990 GO0004843 ubiquitin-specific protease activity
at_At5g60190 GO0008234 cysteine-type peptidase activity
at_At5g60360 GO0008234 cysteine-type peptidase activity
at_At5g65450 GO0004197 cysteine-type endopeptidase activity
GO0004221 ubiquitin thiolesterase activity
Propertest Accuracy: 49/49 (100.00%)
Propertest Frequency class 'GO0008233': 138/2476 (5.57%)
New (unknown) data (1624 items):
at_At1g03720 - GO0005554 molecular_function unknown
at_At1g48180 - GO0005554 molecular_function unknown
at_At1g51670 - GO0005554 molecular_function unknown
at_At1g65110 - GO0005554 molecular_function unknown
at_At1g65130 - GO0005554 molecular_function unknown
at_At1g65200 - GO0005554 molecular_function unknown
at_At2g06860 - no entry null
at_At2g14010 - GO0005554 molecular_function unknown
at_At2g22160 - GO0005554 molecular_function unknown
at_At2g24930 - no entry null
at_At2g27620 - no entry null
at_At3g30640 - no entry null
at_At3g42910 - GO0005554 molecular_function unknown
at_At5g05060 - GO0005554 molecular_function unknown
at_At5g28240 - GO0005554 molecular_function unknown
at_At1g22080 - GO0005554 molecular_function unknown
at_At1g23940 - GO0005554 molecular_function unknown
at_At1g37020 - GO0005554 molecular_function unknown
at_At1g55350 - no entry null
at_At1g65120 - GO0005554 molecular_function unknown
at_At2g05450 - no entry null
at_At2g11480 - no entry null
at_At3g43460 - GO0005554 molecular_function unknown
at_At3g48480 - GO0005554 molecular_function unknown
at_At4g29760 - GO0005554 molecular_function unknown
at_At4g29770 - GO0005554 molecular_function unknown
at_At5g16630 - no entry null
at_At5g17080 - GO0005554 molecular_function unknown
at_At5g34990 - no entry null
at_At5g49570 - no entry null
at_At5g51530 - GO0005554 molecular_function unknown
at_At5g61940 - GO0005554 molecular_function unknown
at_At1g52430 - GO0005554 molecular_function unknown
at_At2g27640 - no entry null
at_At2g39160 - GO0005554 molecular_function unknown
at_At3g19515 - GO0005554 molecular_function unknown
at_At3g44780 - GO0005554 molecular_function unknown
at_At3g47890 - GO0005554 molecular_function unknown
at_At5g05040 - GO0005554 molecular_function unknown
at_At5g16640 - GO0005554 molecular_function unknown
at_At5g17140 - GO0005554 molecular_function unknown
at_At5g28970 - no entry null
at_At5g45570 - no entry null
------------------
Rule 150
c.56.5 <= 1.1e-18
-> class GO0008233 "peptidase activity"
Evaluation on training data (3178 items):
at_At1g44820 - GO0004046 aminoacylase activity
at_At1g51780 GO0008237 metallopeptidase activity
GO0010178 IAA-amino acid conjugate hydrolase activity
at_At1g71696 GO0004182 carboxypeptidase A activity
at_At4g17830 GO0008237 metallopeptidase activity
at_At4g20070 GO0008237 metallopeptidase activity
at_At4g30920 GO0004177 aminopeptidase activity
at_At4g38220 - GO0004046 aminoacylase activity
at_At5g04710 GO0042576 aspartyl aminopeptidase activity
at_At5g42320 GO0004182 carboxypeptidase A activity
at_At5g56650 GO0008237 metallopeptidase activity
Training Accuracy: 8/10 (80.00%)
Training Frequency class 'GO0008233': 176/3178 (5.54%)
Evaluation on validation data (1624 items):
at_At1g44180 - GO0004046 aminoacylase activity
at_At1g51760 GO0008237 metallopeptidase activity
GO0010179 IAA-Ala conjugate hydrolase activity
at_At5g19740 GO0016805 dipeptidase activity
at_At5g54140 GO0008237 metallopeptidase activity
at_At5g56660 GO0008237 metallopeptidase activity
Validation Accuracy: 4/5 (80.00%)
Validation Frequency class 'GO0008233': 96/1624 (5.91%)
Evaluation on propertest data (2476 items):
at_At2g24200 GO0004177 aminopeptidase activity
at_At3g54720 GO0009980 glutamate carboxypeptidase activity
GO0016805 dipeptidase activity
at_At4g30910 GO0004177 aminopeptidase activity
at_At5g43600 GO0008237 metallopeptidase activity
at_At5g60160 GO0042576 aspartyl aminopeptidase activity
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'GO0008233': 138/2476 (5.57%)
New (unknown) data (1624 items):
at_At5g20660 - GO0005554 molecular_function unknown
at_At1g67420 - GO0005554 molecular_function unknown
at_At3g44330 - GO0005554 molecular_function unknown
------------------
Rule 260
b.47.1 <= 2.5e-23
-> class GO0008233 "peptidase activity"
Evaluation on training data (3178 items):
at_At2g47940 GO0004252 serine-type endopeptidase activity
GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g16540 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g40560 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
Training Accuracy: 3/3 (100.00%)
Training Frequency class 'GO0008233': 176/3178 (5.54%)
Evaluation on validation data (1624 items):
at_At3g16550 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At4g18370 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g36950 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g39830 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0008233': 96/1624 (5.91%)
Evaluation on propertest data (2476 items):
at_At1g65630 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At1g65640 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At3g27925 GO0008236 serine-type peptidase activity
at_At5g27660 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
at_At5g40200 GO0004295 trypsin activity
GO0008236 serine-type peptidase activity
Propertest Accuracy: 5/5 (100.00%)
Propertest Frequency class 'GO0008233': 138/2476 (5.57%)
New (unknown) data (1624 items):
------------------
Rule 146
c.69.1 <= 1.1e-06
-> class GO0008233 "peptidase activity"
Evaluation on training data (3178 items):
at_At1g05800 - GO0004806 triacylglycerol lipase activity
at_At1g11080 GO0004185 serine carboxypeptidase activity
at_At1g20380 GO0004287 prolyl oligopeptidase activity
at_At1g30370 - GO0004806 triacylglycerol lipase activity
at_At1g51440 - GO0004806 triacylglycerol lipase activity
at_At1g56630 - GO0004806 triacylglycerol lipase activity
at_At1g69020 GO0008236 serine-type peptidase activity
at_At1g73280 GO0004185 serine carboxypeptidase activity
at_At1g73290 GO0004185 serine carboxypeptidase activity
at_At1g73300 GO0004185 serine carboxypeptidase activity
at_At1g73310 GO0004185 serine carboxypeptidase activity
at_At1g73920 - GO0016298 lipase activity
at_At2g05260 - GO0004806 triacylglycerol lipase activity
at_At2g14260 GO0016804 prolyl aminopeptidase activity
at_At2g22920 GO0004185 serine carboxypeptidase activity
at_At2g22970 GO0004185 serine carboxypeptidase activity
at_At2g22980 GO0004185 serine carboxypeptidase activity
at_At2g23010 GO0004185 serine carboxypeptidase activity
at_At2g23610 - GO0016788 hydrolase activity\, acting on ester bonds
at_At2g24010 GO0004185 serine carboxypeptidase activity
at_At2g31100 - GO0004806 triacylglycerol lipase activity
at_At2g35770 GO0004185 serine carboxypeptidase activity
at_At2g42690 - GO0004806 triacylglycerol lipase activity
at_At3g07990 GO0004185 serine carboxypeptidase activity
at_At3g10410 GO0004185 serine carboxypeptidase activity
at_At3g10450 GO0004185 serine carboxypeptidase activity
at_At3g14360 - GO0004806 triacylglycerol lipase activity
at_At3g15650 - GO0016789 carboxylic ester hydrolase activity
at_At3g17180 GO0004185 serine carboxypeptidase activity
at_At3g25420 GO0004185 serine carboxypeptidase activity
at_At3g44830 - GO0004607 phosphatidylcholine-sterol O-acyltransferase activity
at_At3g45010 GO0004185 serine carboxypeptidase activity
at_At3g49050 - GO0005516 calmodulin binding
at_At3g51000 - GO0004301 epoxide hydrolase activity
at_At3g52010 GO0004185 serine carboxypeptidase activity
at_At3g56540 GO0004185 serine carboxypeptidase activity
at_At3g61680 - GO0004806 triacylglycerol lipase activity
at_At4g12910 GO0004185 serine carboxypeptidase activity
at_At4g15100 GO0004185 serine carboxypeptidase activity
at_At4g15960 - GO0004301 epoxide hydrolase activity
at_At4g16070 - GO0004806 triacylglycerol lipase activity
at_At4g19420 - GO0016789 carboxylic ester hydrolase activity
at_At4g22300 - GO0016789 carboxylic ester hydrolase activity
at_At4g25290 - GO0003913 DNA photolyase activity
at_At4g30810 GO0004185 serine carboxypeptidase activity
at_At4g37140 - GO0016788 hydrolase activity\, acting on ester bonds
at_At4g37150 - GO0016788 hydrolase activity\, acting on ester bonds
at_At5g08260 GO0004185 serine carboxypeptidase activity
at_At5g13640 - GO0004607 phosphatidylcholine-sterol O-acyltransferase activity
at_At5g18640 - GO0004806 triacylglycerol lipase activity
at_At5g23210 GO0004185 serine carboxypeptidase activity
at_At5g37710 - GO0005516 calmodulin binding
at_At5g47350 - GO0008474 palmitoyl-(protein) hydrolase activity
at_At5g67050 - GO0004806 triacylglycerol lipase activity
Training Accuracy: 27/54 (50.00%)
Training Frequency class 'GO0008233': 176/3178 (5.54%)
Evaluation on validation data (1624 items):
at_At1g02660 - GO0004806 triacylglycerol lipase activity
at_At1g05790 - GO0004806 triacylglycerol lipase activity
at_At1g06800 - GO0004806 triacylglycerol lipase activity
at_At1g18460 - GO0016298 lipase activity
at_At1g28110 GO0004185 serine carboxypeptidase activity
at_At1g43780 GO0004185 serine carboxypeptidase activity
at_At1g73270 GO0004185 serine carboxypeptidase activity
at_At2g03140 GO0008487 prenyl-dependent CAAX protease activity
at_At2g22990 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At2g26750 - GO0004301 epoxide hydrolase activity
at_At2g30550 - GO0004806 triacylglycerol lipase activity
at_At2g31690 - GO0004806 triacylglycerol lipase activity
at_At2g42450 - GO0004806 triacylglycerol lipase activity
at_At3g07400 - GO0004806 triacylglycerol lipase activity
at_At3g52000 GO0004185 serine carboxypeptidase activity
at_At3g52020 GO0004185 serine carboxypeptidase activity
at_At3g52430 - GO0004806 triacylglycerol lipase activity
GO0016298 lipase activity
at_At3g60340 - GO0008474 palmitoyl-(protein) hydrolase activity
at_At4g16820 - GO0004806 triacylglycerol lipase activity
at_At4g17470 - GO0008474 palmitoyl-(protein) hydrolase activity
at_At4g17483 - GO0008474 palmitoyl-(protein) hydrolase activity
at_At5g09640 GO0004185 serine carboxypeptidase activity
GO0016752 sinapoyltransferase activity
at_At5g22960 GO0004185 serine carboxypeptidase activity
at_At5g22980 GO0004185 serine carboxypeptidase activity
at_At5g42930 - GO0004806 triacylglycerol lipase activity
Validation Accuracy: 10/25 (40.00%)
Validation Frequency class 'GO0008233': 96/1624 (5.91%)
Evaluation on propertest data (2476 items):
at_At1g06250 - GO0004806 triacylglycerol lipase activity
at_At1g15000 GO0004185 serine carboxypeptidase activity
at_At1g27480 - GO0004607 phosphatidylcholine-sterol O-acyltransferase activity
at_At1g33540 GO0004185 serine carboxypeptidase activity
at_At1g50380 GO0008236 serine-type peptidase activity
at_At1g52700 - GO0016789 carboxylic ester hydrolase activity
at_At1g61130 GO0004185 serine carboxypeptidase activity
at_At1g76140 GO0004287 prolyl oligopeptidase activity
at_At2g05850 GO0004185 serine carboxypeptidase activity
at_At2g23000 GO0004185 serine carboxypeptidase activity
at_At2g23620 - GO0016788 hydrolase activity\, acting on ester bonds
at_At2g24000 GO0004185 serine carboxypeptidase activity
at_At2g26740 - GO0004301 epoxide hydrolase activity
at_At2g27920 GO0004185 serine carboxypeptidase activity
at_At2g33530 GO0004185 serine carboxypeptidase activity
at_At2g35780 GO0004185 serine carboxypeptidase activity
at_At2g44810 - GO0004806 triacylglycerol lipase activity
GO0008970 phospholipase A1 activity
at_At3g12203 GO0004185 serine carboxypeptidase activity
at_At3g12220 GO0004185 serine carboxypeptidase activity
at_At3g12230 GO0004185 serine carboxypeptidase activity
at_At3g12240 GO0004185 serine carboxypeptidase activity
at_At3g48080 - GO0004806 triacylglycerol lipase activity
GO0004871 signal transducer activity
GO0016298 lipase activity
at_At3g48090 - GO0004806 triacylglycerol lipase activity
GO0004871 signal transducer activity
GO0016298 lipase activity
at_At3g62590 - GO0004806 triacylglycerol lipase activity
at_At3g63470 GO0004185 serine carboxypeptidase activity
at_At4g00500 - GO0005516 calmodulin binding
at_At4g02340 - GO0004301 epoxide hydrolase activity
at_At4g13550 - GO0004806 triacylglycerol lipase activity
at_At4g17480 - GO0008474 palmitoyl-(protein) hydrolase activity
at_At4g18550 - GO0004806 triacylglycerol lipase activity
at_At4g19860 - GO0004607 phosphatidylcholine-sterol O-acyltransferase activity
at_At4g30610 GO0004187 carboxypeptidase D activity
at_At5g14930 - GO0004806 triacylglycerol lipase activity
GO0016789 carboxylic ester hydrolase activity
at_At5g18630 - GO0004806 triacylglycerol lipase activity
at_At5g20060 - GO0016789 carboxylic ester hydrolase activity
at_At5g24210 - GO0004806 triacylglycerol lipase activity
at_At5g24260 GO0004274 dipeptidyl-peptidase IV activity
at_At5g36180 GO0004185 serine carboxypeptidase activity
at_At5g42230 GO0004185 serine carboxypeptidase activity
at_At5g42240 GO0004185 serine carboxypeptidase activity
at_At5g47330 - GO0008474 palmitoyl-(protein) hydrolase activity
at_At5g47340 - GO0008474 palmitoyl-(protein) hydrolase activity
at_At5g66960 GO0008236 serine-type peptidase activity
Propertest Accuracy: 22/43 (51.16%)
Propertest Frequency class 'GO0008233': 138/2476 (5.57%)
New (unknown) data (1624 items):
at_At1g10740 - GO0005554 molecular_function unknown
at_At1g11090 - GO0016787 hydrolase activity
at_At1g17430 - GO0016787 hydrolase activity
at_At1g19190 - GO0005554 molecular_function unknown
at_At1g26120 - GO0005554 molecular_function unknown
at_At1g29120 - GO0005554 molecular_function unknown
at_At1g32190 - GO0005554 molecular_function unknown
at_At1g33990 - GO0016787 hydrolase activity
at_At1g34340 - no entry null
at_At1g35420 - GO0016787 hydrolase activity
at_At1g47480 - GO0005554 molecular_function unknown
at_At1g52470 - GO0005554 molecular_function unknown
at_At1g52510 - GO0016787 hydrolase activity
at_At1g52750 - GO0016787 hydrolase activity
at_At1g54570 - no entry null
at_At1g54990 - GO0005554 molecular_function unknown
at_At1g58350 - GO0005554 molecular_function unknown
at_At1g68900 - GO0016787 hydrolase activity
at_At1g73750 - GO0005554 molecular_function unknown
at_At1g74280 - GO0016787 hydrolase activity
at_At1g78210 - GO0016787 hydrolase activity
at_At1g80280 - GO0016787 hydrolase activity
at_At2g15230 - GO0016787 hydrolase activity
at_At2g18360 - GO0016787 hydrolase activity
at_At2g23590 - GO0016787 hydrolase activity
at_At2g23600 - GO0016787 hydrolase activity
at_At2g24280 - no entry null
at_At3g10870 - GO0016787 hydrolase activity
at_At3g19970 - GO0005554 molecular_function unknown
at_At3g26840 - no entry null
at_At3g30380 - GO0005554 molecular_function unknown
at_At3g47560 - GO0003824 catalytic activity
at_At3g48690 - GO0005554 molecular_function unknown
at_At3g62860 - GO0003824 catalytic activity
at_At3g63010 - GO0005554 molecular_function unknown
at_At4g12230 - GO0003824 catalytic activity
at_At4g16690 - GO0003824 catalytic activity
at_At4g24160 - GO0016787 hydrolase activity
at_At4g24380 - GO0005554 molecular_function unknown
at_At4g24760 - GO0005554 molecular_function unknown
at_At4g25770 - GO0005554 molecular_function unknown
at_At4g36190 - no entry null
at_At4g36210 - GO0005554 molecular_function unknown
at_At4g36530 - GO0016787 hydrolase activity
at_At5g11910 - GO0003824 catalytic activity
at_At5g14180 - no entry null
at_At5g14310 - GO0005554 molecular_function unknown
at_At5g17720 - GO0016787 hydrolase activity
at_At5g20520 - GO0005554 molecular_function unknown
at_At5g22460 - no entry null
at_At5g22860 - no entry null
at_At5g24190 - GO0005554 molecular_function unknown
at_At5g24230 - GO0005554 molecular_function unknown
at_At5g41120 - no entry null
at_At5g43860 - no entry null
at_At5g49950 - GO0005554 molecular_function unknown
at_At5g51180 - GO0005554 molecular_function unknown
at_At5g53050 - GO0016787 hydrolase activity
at_At5g62180 - GO0005554 molecular_function unknown
at_At5g65760 - no entry null
at_At1g08310 - no entry null
at_At1g09280 - GO0005554 molecular_function unknown
at_At1g10040 - GO0005554 molecular_function unknown
at_At1g18360 - GO0016787 hydrolase activity
at_At1g23330 - GO0005554 molecular_function unknown
at_At1g47780 - GO0005554 molecular_function unknown
at_At1g49650 - GO0005554 molecular_function unknown
at_At1g49660 - GO0005554 molecular_function unknown
at_At1g52440 - GO0005554 molecular_function unknown
at_At1g64670 - GO0016787 hydrolase activity
at_At1g66900 - GO0005554 molecular_function unknown
at_At1g69240 - GO0016787 hydrolase activity
at_At1g73480 - GO0016787 hydrolase activity
at_At1g74290 - no entry null
at_At1g74640 - GO0005554 molecular_function unknown
at_At1g77420 - GO0016787 hydrolase activity
at_At2g03550 - GO0005554 molecular_function unknown
at_At2g19550 - GO0003824 catalytic activity
at_At2g19620 - GO0005554 molecular_function unknown
at_At2g23550 - GO0016787 hydrolase activity
at_At2g23560 - GO0016787 hydrolase activity
at_At2g23580 - GO0016787 hydrolase activity
at_At2g24320 - GO0005554 molecular_function unknown
at_At2g36290 - GO0016787 hydrolase activity
at_At2g39400 - GO0016787 hydrolase activity
at_At2g39420 - GO0003824 catalytic activity
at_At2g41530 - no entry null
at_At2g44970 - GO0005554 molecular_function unknown
at_At2g45610 - GO0005554 molecular_function unknown
at_At2g47630 - GO0003824 catalytic activity
at_At3g23540 - GO0005554 molecular_function unknown
at_At3g23600 - GO0016787 hydrolase activity
at_At3g24420 - GO0016787 hydrolase activity
at_At3g26820 - no entry null
at_At3g27320 - GO0005554 molecular_function unknown
at_At3g29770 - GO0016787 hydrolase activity
at_At3g44510 - GO0005554 molecular_function unknown
at_At3g44520 - no entry null
at_At3g47590 - GO0003824 catalytic activity
at_At3g48700 - GO0005554 molecular_function unknown
at_At3g50790 - GO0016787 hydrolase activity
at_At3g52570 - GO0005554 molecular_function unknown
at_At3g55190 - no entry null
at_At4g10030 - GO0016787 hydrolase activity
at_At4g10050 - GO0016787 hydrolase activity
at_At4g14290 - GO0005554 molecular_function unknown
at_At4g17150 - GO0005554 molecular_function unknown
at_At4g24140 - GO0016787 hydrolase activity
at_At4g31020 - GO0005554 molecular_function unknown
at_At4g36610 - GO0016787 hydrolase activity
at_At5g02970 - no entry null
at_At5g09430 - GO0016787 hydrolase activity
at_At5g10300 - GO0016787 hydrolase activity
at_At5g11790 - GO0005554 molecular_function unknown
at_At5g13800 - GO0016787 hydrolase activity
at_At5g15860 - GO0005554 molecular_function unknown
at_At5g16080 - GO0005554 molecular_function unknown
at_At5g19290 - no entry null
at_At5g19630 - GO0005554 molecular_function unknown
at_At5g19850 - GO0016787 hydrolase activity
at_At5g21950 - GO0016787 hydrolase activity
at_At5g23530 - GO0005554 molecular_function unknown
at_At5g24180 - GO0005554 molecular_function unknown
at_At5g24200 - GO0005554 molecular_function unknown
at_At5g24220 - GO0005554 molecular_function unknown
at_At5g25770 - GO0005554 molecular_function unknown
at_At5g27320 - GO0005554 molecular_function unknown
at_At5g38520 - GO0016787 hydrolase activity
at_At5g41130 - no entry null
at_At5g41900 - GO0016787 hydrolase activity
at_At5g50890 - GO0005554 molecular_function unknown
at_At5g56750 - GO0005554 molecular_function unknown
at_At5g65400 - GO0005554 molecular_function unknown
at_At1g13610 - GO0005554 molecular_function unknown
at_At1g13820 - GO0016787 hydrolase activity
at_At1g15060 - GO0005554 molecular_function unknown
at_At1g15490 - GO0016787 hydrolase activity
at_At1g19670 - GO0005554 molecular_function unknown
at_At1g26360 - GO0016787 hydrolase activity
at_At1g29840 - GO0003824 catalytic activity
at_At1g49640 - GO0005554 molecular_function unknown
at_At1g51300 - GO0005554 molecular_function unknown
at_At1g52760 - GO0003824 catalytic activity
at_At1g68620 - GO0005554 molecular_function unknown
at_At1g72620 - GO0016787 hydrolase activity
at_At1g74300 - no entry null
at_At2g18080 - no entry null
at_At2g18100 - GO0005554 molecular_function unknown
at_At2g22960 - no entry null
at_At2g23570 - no entry null
at_At2g32520 - GO0016787 hydrolase activity
at_At2g39410 - GO0016787 hydrolase activity
at_At2g45600 - GO0005554 molecular_function unknown
at_At2g47390 - GO0005554 molecular_function unknown
at_At3g09690 - GO0016787 hydrolase activity
at_At3g10840 - GO0016787 hydrolase activity
at_At3g11620 - GO0005554 molecular_function unknown
at_At3g12150 - GO0005554 molecular_function unknown
at_At3g23570 - GO0016787 hydrolase activity
at_At3g48410 - GO0016787 hydrolase activity
at_At3g50440 - GO0016787 hydrolase activity
at_At3g54240 - GO0016787 hydrolase activity
at_At3g55180 - GO0003824 catalytic activity
at_At3g61540 - no entry null
at_At4g09900 - GO0016787 hydrolase activity
at_At4g12830 - GO0016787 hydrolase activity
at_At4g33180 - GO0003824 catalytic activity
at_At4g37470 - GO0016787 hydrolase activity
at_At5g06570 - GO0005554 molecular_function unknown
at_At5g11650 - GO0016787 hydrolase activity
at_At5g14390 - GO0005554 molecular_function unknown
at_At5g14980 - GO0003824 catalytic activity
at_At5g16120 - GO0016787 hydrolase activity
at_At5g17670 - GO0005554 molecular_function unknown
at_At5g17780 - GO0016787 hydrolase activity
at_At5g19050 - GO0005554 molecular_function unknown
at_At5g36210 - GO0005554 molecular_function unknown
at_At5g38220 - GO0005554 molecular_function unknown
at_At5g38360 - GO0003824 catalytic activity
at_At5g39220 - GO0016787 hydrolase activity
at_At5g41850 - GO0005554 molecular_function unknown
at_At5g58310 - GO0016787 hydrolase activity
------------------
Rule 13
c.1.8 <= 2.3e-05
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3178 items):
at_At1g01570 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g03310 GO0004556 alpha-amylase activity
at_At1g05590 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g07850 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At1g10050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g13130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g26560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g33220 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g51470 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g52400 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g58370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0015034 cytochrome P450 activity
at_At1g60090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g61810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g61820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g69830 GO0004556 alpha-amylase activity
at_At1g72990 GO0004565 beta-galactosidase activity
at_At1g75940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g76130 GO0004556 alpha-amylase activity
at_At2g14690 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g16230 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g16730 GO0004565 beta-galactosidase activity
at_At2g19440 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g20680 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g26600 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g32290 GO0016161 beta-amylase activity
at_At2g32810 GO0004565 beta-galactosidase activity
at_At2g32860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44450 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44490 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g07320 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g09260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008422 beta-glucosidase activity
at_At3g10890 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g13560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g13750 GO0004565 beta-galactosidase activity
at_At3g15800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g18080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g19620 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g21370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g23640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g23920 GO0016161 beta-amylase activity
at_At3g47010 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_At3g57240 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At3g57260 GO0004338 glucan 1\,3-beta-glucosidase activity
GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At3g60130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g60140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62710 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62740 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_At4g19750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19770 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g26140 GO0004565 beta-galactosidase activity
at_At4g27830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g34480 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g35010 GO0004565 beta-galactosidase activity
at_At4g36360 GO0004565 beta-galactosidase activity
at_At4g38300 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g38590 GO0004565 beta-galactosidase activity
at_At5g03650 - GO0003844 1\,4-alpha-glucan branching enzyme activity
at_At5g08380 GO0004557 alpha-galactosidase activity
at_At5g09700 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g10560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g11720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g18220 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20250 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20330 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20340 GO0004338 glucan 1\,3-beta-glucosidase activity
GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g24090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g24550 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g26000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0019137 thioglucosidase activity
at_At5g40390 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g41460 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At5g42100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g42720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g44640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g54570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g55700 GO0016161 beta-amylase activity
at_At5g56870 GO0004565 beta-galactosidase activity
at_At5g58090 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g63800 GO0004565 beta-galactosidase activity
at_At5g63810 GO0004565 beta-galactosidase activity
at_At5g63840 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0015926 glucosidase activity
at_At5g64570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Training Accuracy: 88/92 (95.65%)
Training Frequency class 'GO0016798': 172/3178 (5.41%)
Evaluation on validation data (1624 items):
at_At1g02640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g11820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g31740 GO0004565 beta-galactosidase activity
at_At1g47600 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g60270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66250 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g01630 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g25630 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g28470 GO0004565 beta-galactosidase activity
at_At2g39640 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g40840 - GO0004134 4-alpha-glucanotransferase activity
at_At3g10900 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g26140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g45940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47000 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g54440 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g55260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g61810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g01040 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g01970 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g15210 GO0016161 beta-amylase activity
at_At4g19730 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g19800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g22100 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g27820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g31140 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g38650 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g01930 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g08370 GO0004557 alpha-galactosidase activity
at_At5g18670 GO0016161 beta-amylase activity
at_At5g20390 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20710 GO0004565 beta-galactosidase activity
at_At5g20940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20950 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g25980 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0019137 thioglucosidase activity
at_At5g36890 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_At5g67460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Validation Accuracy: 42/43 (97.67%)
Validation Frequency class 'GO0016798': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g02310 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g02850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g09010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g30080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g32860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g45130 GO0004565 beta-galactosidase activity
at_At1g51490 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g55740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g64760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g66280 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g68560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g77410 GO0004565 beta-galactosidase activity
at_At1g77780 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g77790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g78060 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g02060 - GO0003700 transcription factor activity
at_At2g05790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g27500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g36390 - GO0003844 1\,4-alpha-glucan branching enzyme activity
at_At2g39930 GO0004556 alpha-amylase activity
at_At2g44470 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g45880 GO0016161 beta-amylase activity
at_At3g18070 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g24330 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g26130 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g26380 GO0004557 alpha-galactosidase activity
at_At3g46570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g47040 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g52840 GO0004565 beta-galactosidase activity
at_At3g56310 GO0004557 alpha-galactosidase activity
at_At3g57270 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g57520 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g60120 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g62750 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g00490 GO0016161 beta-amylase activity
at_At4g08160 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g09020 GO0004556 alpha-amylase activity
at_At4g11350 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g14080 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g16260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g17090 GO0016161 beta-amylase activity
at_At4g19720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g21760 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g23490 - GO0005554 molecular_function unknown
GO0016757 transferase activity\, transferring glycosyl groups
at_At4g25000 GO0004556 alpha-amylase activity
at_At4g26830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g28320 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g29360 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33840 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g04360 GO0004556 alpha-amylase activity
at_At5g09730 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g16580 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g16700 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g17500 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20870 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g24540 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g28510 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g42260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g45300 GO0016161 beta-amylase activity
at_At5g49360 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g55180 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g64790 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g64860 - GO0004134 4-alpha-glucanotransferase activity
at_At5g66460 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Propertest Accuracy: 63/68 (92.65%)
Propertest Frequency class 'GO0016798': 117/2476 (4.73%)
New (unknown) data (1624 items):
at_At1g14590 - no entry null
at_At3g20440 - no entry null
at_At4g19970 - GO0005554 molecular_function unknown
at_At1g65590 - no entry null
at_At3g30540 - no entry null
------------------
Rule 346
a.102 <= 1.2e-21
a.102.4 > 1.2e-21
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3178 items):
at_At1g02800 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At1g30000 GO0004559 alpha-mannosidase activity
at_At1g35580 GO0004564 beta-fructofuranosidase activity
at_At1g48930 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g64390 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g70710 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
at_At1g75680 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44560 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44570 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At3g21160 GO0004571 mannosyl-oligosaccharide 1\,2-alpha-mannosidase activity
at_At3g43860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g02290 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g09510 GO0004564 beta-fructofuranosidase activity
at_At4g09740 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g11050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
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: 18/18 (100.00%)
Training Frequency class 'GO0016798': 172/3178 (5.41%)
Evaluation on validation data (1624 items):
at_At1g19940 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g23210 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g65610 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g32990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44540 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g44550 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g24260 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g39010 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g22510 GO0004564 beta-fructofuranosidase activity
at_At5g49720 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0008810 cellulase activity
Validation Accuracy: 10/10 (100.00%)
Validation Frequency class 'GO0016798': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g22650 GO0004564 beta-fructofuranosidase activity
at_At1g22880 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g27520 GO0004559 alpha-mannosidase activity
at_At1g51590 GO0004571 mannosyl-oligosaccharide 1\,2-alpha-mannosidase activity
at_At1g56560 GO0004564 beta-fructofuranosidase activity
at_At1g71380 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g72000 GO0004564 beta-fructofuranosidase activity
at_At4g38990 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g43710 GO0004559 alpha-mannosidase activity
Propertest Accuracy: 9/9 (100.00%)
Propertest Frequency class 'GO0016798': 117/2476 (4.73%)
New (unknown) data (1624 items):
at_At3g24180 - GO0005554 molecular_function unknown
at_At4g03200 - GO0005554 molecular_function unknown
at_At5g01540 - GO0016301 kinase activity
at_At1g33700 - GO0005554 molecular_function unknown
at_At4g10060 - GO0005554 molecular_function unknown
at_At5g49900 - GO0005554 molecular_function unknown
at_At4g34260 - GO0005554 molecular_function unknown
------------------
Rule 348
b.18.1 <= 0.0023
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3178 items):
at_At1g10050 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At1g58370 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
GO0015034 cytochrome P450 activity
at_At1g72990 GO0004565 beta-galactosidase activity
at_At2g14690 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At2g16730 GO0004565 beta-galactosidase activity
at_At2g32810 GO0004565 beta-galactosidase activity
at_At3g10740 GO0016798 hydrolase activity\, acting on glycosyl bonds
GO0046556 alpha-N-arabinofuranosidase activity
at_At3g13750 GO0004565 beta-galactosidase activity
at_At4g26140 GO0004565 beta-galactosidase activity
at_At4g33820 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g35010 GO0004565 beta-galactosidase activity
at_At4g36360 GO0004565 beta-galactosidase activity
at_At4g38590 GO0004565 beta-galactosidase activity
at_At5g26120 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g56870 GO0004565 beta-galactosidase activity
at_At5g63800 GO0004565 beta-galactosidase activity
at_At5g63810 GO0004565 beta-galactosidase activity
Training Accuracy: 17/17 (100.00%)
Training Frequency class 'GO0016798': 172/3178 (5.41%)
Evaluation on validation data (1624 items):
at_At1g31740 GO0004565 beta-galactosidase activity
at_At2g28100 GO0004560 alpha-L-fucosidase activity
at_At2g28470 GO0004565 beta-galactosidase activity
at_At3g54440 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33810 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At5g20710 GO0004565 beta-galactosidase activity
Validation Accuracy: 6/6 (100.00%)
Validation Frequency class 'GO0016798': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g45130 GO0004565 beta-galactosidase activity
at_At1g77410 GO0004565 beta-galactosidase activity
at_At3g52840 GO0004565 beta-galactosidase activity
at_At4g08160 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33830 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33840 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33850 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
at_At4g33860 GO0004553 hydrolase activity\, hydrolyzing O-glycosyl compounds
Propertest Accuracy: 8/8 (100.00%)
Propertest Frequency class 'GO0016798': 117/2476 (4.73%)
New (unknown) data (1624 items):
at_At2g02270 - GO0005554 molecular_function unknown
at_At3g10730 - GO0005554 molecular_function unknown
at_At5g04990 - GO0005554 molecular_function unknown
at_At5g11420 - GO0005554 molecular_function unknown
at_At5g25460 - GO0005554 molecular_function unknown
at_At5g45090 - no entry null
at_At1g29980 - GO0005554 molecular_function unknown
at_At1g71360 - GO0005554 molecular_function unknown
at_At1g80240 - GO0005554 molecular_function unknown
at_At2g18290 - GO0005554 molecular_function unknown
at_At2g30600 - GO0005515 protein binding
at_At2g34510 - GO0005554 molecular_function unknown
at_At2g41800 - GO0005554 molecular_function unknown
at_At3g08030 - GO0005554 molecular_function unknown
at_At3g54710 - GO0005554 molecular_function unknown
at_At4g19840 - GO0005554 molecular_function unknown
GO0030246 carbohydrate binding
at_At4g23950 - GO0005554 molecular_function unknown
at_At4g32460 - GO0005554 molecular_function unknown
at_At5g45070 - no entry null
at_At5g45080 - no entry null
at_At1g33920 - GO0005554 molecular_function unknown
at_At1g65390 - no entry null
at_At2g41810 - GO0005554 molecular_function unknown
at_At3g43110 - GO0005554 molecular_function unknown
at_At4g19850 - GO0005554 molecular_function unknown
at_At5g14150 - GO0005554 molecular_function unknown
------------------
Rule 115
d.2 <= 0.018
g.44.1 > 0.011
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3178 items):
at_At1g02360 GO0004568 chitinase activity
at_At2g43590 GO0004568 chitinase activity
at_At2g43600 GO0004568 chitinase activity
at_At3g16920 GO0004568 chitinase activity
at_At3g47540 GO0004568 chitinase activity
Training Accuracy: 5/5 (100.00%)
Training Frequency class 'GO0016798': 172/3178 (5.41%)
Evaluation on validation data (1624 items):
at_At2g43580 GO0004568 chitinase activity
at_At3g12500 GO0003799 antifungal peptide activity
GO0004568 chitinase activity
at_At3g54420 GO0004568 chitinase activity
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0016798': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g05850 GO0004568 chitinase activity
at_At1g56680 GO0004568 chitinase activity
at_At2g43570 GO0004568 chitinase activity
at_At2g43610 GO0004568 chitinase activity
at_At2g43620 GO0004568 chitinase activity
at_At4g01700 GO0004568 chitinase activity
at_At4g13610 - GO0003886 DNA (cytosine-5-)-methyltransferase activity
Propertest Accuracy: 6/7 (85.71%)
Propertest Frequency class 'GO0016798': 117/2476 (4.73%)
New (unknown) data (1624 items):
at_At1g16290 - GO0005554 molecular_function unknown
at_At2g44280 - GO0005554 molecular_function unknown
at_At3g56230 - GO0005515 protein binding
------------------
Rule 114
b.104 > 1.3999e-42
b.29 <= 5e-25
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3178 items):
at_At1g08450 - GO0005509 calcium ion binding
GO0005514 calcium ion storage activity
at_At1g10550 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g14720 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At1g74800 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At2g01850 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g06850 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g14620 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g23730 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g25050 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g48580 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g13090 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g14130 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g21060 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At4g25810 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30270 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g13870 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g48070 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57540 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g62620 - GO0016758 transferase activity\, transferring hexosyl groups
Training Accuracy: 15/19 (78.95%)
Training Frequency class 'GO0016798': 172/3178 (5.41%)
Evaluation on validation data (1624 items):
at_At1g65310 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g18800 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g18990 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30290 GO0016798 hydrolase activity\, acting on glycosyl bonds
Validation Accuracy: 4/4 (100.00%)
Validation Frequency class 'GO0016798': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g26810 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g27120 - GO0016757 transferase activity\, transferring glycosyl groups
GO0016758 transferase activity\, transferring hexosyl groups
at_At1g32170 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At2g36870 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At3g44990 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g03210 GO0016762 xyloglucan\:xyloglucosyl transferase activity
GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g13080 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g25820 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g28850 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g30280 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At4g37800 GO0016798 hydrolase activity\, acting on glycosyl bonds
at_At5g57530 GO0016798 hydrolase activity\, acting on glycosyl bonds
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: 13/15 (86.67%)
Propertest Frequency class 'GO0016798': 117/2476 (4.73%)
New (unknown) data (1624 items):
at_At1g53080 - GO0030246 carbohydrate binding
at_At2g29220 - GO0016301 kinase activity
at_At3g08870 - GO0016301 kinase activity
at_At3g16530 - GO0030246 carbohydrate binding
at_At3g45330 - GO0016301 kinase activity
at_At3g45410 - GO0016301 kinase activity
at_At3g45430 - GO0016301 kinase activity
at_At3g53380 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g59750 - GO0016301 kinase activity
at_At4g02420 - GO0016301 kinase activity
at_At4g04960 - GO0016301 kinase activity
at_At5g03140 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g55830 - GO0016301 kinase activity
at_At5g59260 - GO0016301 kinase activity
at_At5g59270 - GO0016301 kinase activity
at_At5g60280 - GO0016301 kinase activity
at_At5g60300 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g60310 - GO0016301 kinase activity
at_At5g60320 - GO0016301 kinase activity
at_At5g65600 - GO0016301 kinase activity
at_At1g15530 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At1g53060 - GO0030246 carbohydrate binding
at_At1g70110 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At2g29250 - GO0016301 kinase activity
at_At2g43690 - GO0016301 kinase activity
at_At2g43700 - GO0016301 kinase activity
at_At3g45390 - GO0016301 kinase activity
at_At3g45420 - GO0016301 kinase activity
at_At3g45440 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g53810 - GO0016301 kinase activity
at_At3g59700 - GO0016301 kinase activity
at_At3g59730 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At3g59740 - GO0016301 kinase activity
at_At4g28350 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At4g29050 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g01090 - GO0030246 carbohydrate binding
at_At5g01560 - GO0016301 kinase activity
at_At5g10530 - GO0016301 kinase activity
at_At5g60270 - GO0016301 kinase activity
at_At1g07460 - GO0030246 carbohydrate binding
at_At1g53070 - GO0030246 carbohydrate binding
at_At1g70130 - GO0016301 kinase activity
at_At2g37710 - GO0016301 kinase activity
at_At3g54080 - GO0005554 molecular_function unknown
at_At3g55550 - GO0016301 kinase activity
at_At4g02410 - GO0016301 kinase activity
at_At5g01550 - GO0016301 kinase activity
at_At5g03350 - GO0030246 carbohydrate binding
at_At5g06740 - GO0016301 kinase activity
GO0030246 carbohydrate binding
at_At5g42120 - GO0016301 kinase activity
------------------
Rule 111
b.80.1 <= 0.0019
c > 0.02
-> class GO0016798 "hydrolase activity\, acting on glycosyl bonds"
Evaluation on training data (3178 items):
at_At1g02460 GO0004650 polygalacturonase activity
at_At1g02790 GO0004650 polygalacturonase activity
at_At1g02810 - GO0030599 pectinesterase activity
at_At1g04680 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g05650 GO0004650 polygalacturonase activity
at_At1g10640 GO0004650 polygalacturonase activity
at_At1g11590 - GO0030599 pectinesterase activity
at_At1g11920 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g17150 GO0004650 polygalacturonase activity
at_At1g19170 GO0004650 polygalacturonase activity
at_At1g23460 GO0004650 polygalacturonase activity
at_At1g23470 GO0004650 polygalacturonase activity
at_At1g30350 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g43080 GO0004650 polygalacturonase activity
at_At1g43090 GO0004650 polygalacturonase activity
at_At1g43100 GO0004650 polygalacturonase activity
at_At1g44980 - GO0030599 pectinesterase activity
at_At1g53830 - GO0030599 pectinesterase activity
at_At1g65570 GO0004650 polygalacturonase activity
at_At1g69940 - GO0030599 pectinesterase activity
at_At1g70500 GO0004650 polygalacturonase activity
at_At2g02720 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At2g15450 GO0004650 polygalacturonase activity
at_At2g15470 GO0004650 polygalacturonase activity
at_At2g19150 - GO0030599 pectinesterase activity
at_At2g21610 - GO0030599 pectinesterase activity
at_At2g23900 GO0004650 polygalacturonase activity
at_At2g47280 - GO0030599 pectinesterase activity
at_At2g47550 - GO0030599 pectinesterase activity
at_At3g06770 GO0004650 polygalacturonase activity
at_At3g06830 - GO0030599 pectinesterase activity
at_At3g07010 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g07820 GO0004650 polygalacturonase activity
at_At3g07840 GO0004650 polygalacturonase activity
at_At3g10720 - GO0030599 pectinesterase activity
at_At3g14300 - GO0030599 pectinesterase activity
at_At3g16850 GO0004650 polygalacturonase activity
at_At3g24230 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g26610 GO0004650 polygalacturonase activity
at_At3g27400 - GO0030570 pectate lyase activity
at_At3g29090 - GO0030599 pectinesterase activity
at_At3g42950 GO0004650 polygalacturonase activity
at_At3g48950 GO0004650 polygalacturonase activity
at_At3g49220 - GO0030599 pectinesterase activity
at_At3g53190 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g59010 - GO0030599 pectinesterase activity
at_At3g61490 GO0004650 polygalacturonase activity
at_At3g62170 - GO0030599 pectinesterase activity
at_At4g01890 GO0004650 polygalacturonase activity
at_At4g02320 - GO0030599 pectinesterase activity
at_At4g18180 GO0004650 polygalacturonase activity
at_At4g22080 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g22090 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g23500 GO0004650 polygalacturonase activity
at_At4g24780 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g04960 - GO0030599 pectinesterase activity
at_At5g07410 - GO0030599 pectinesterase activity
at_At5g07430 - GO0030599 pectinesterase activity
at_At5g09760 - GO0030599 pectinesterase activity
at_At5g15110 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g18990 - GO0030599 pectinesterase activity
at_At5g19730 - GO0030599 pectinesterase activity
at_At5g26810 - GO0030599 pectinesterase activity
at_At5g27870 - GO0030599 pectinesterase activity
at_At5g41870 GO0004650 polygalacturonase activity
at_At5g44830 GO0004650 polygalacturonase activity
at_At5g44840 GO0004650 polygalacturonase activity
at_At5g47500 - GO0030599 pectinesterase activity
at_At5g48140 GO0004650 polygalacturonase activity
at_At5g51490 - GO0030599 pectinesterase activity
at_At5g55590 - GO0030599 pectinesterase activity
at_At5g63180 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g64640 - GO0030599 pectinesterase activity
Training Accuracy: 31/73 (42.47%)
Training Frequency class 'GO0016798': 172/3178 (5.41%)
Evaluation on validation data (1624 items):
at_At1g05660 GO0004650 polygalacturonase activity
at_At1g11370 - GO0030599 pectinesterase activity
at_At1g11580 - GO0030599 pectinesterase activity
at_At1g48100 GO0004650 polygalacturonase activity
at_At1g78400 GO0004650 polygalacturonase activity
at_At1g80170 GO0004650 polygalacturonase activity
at_At2g15460 GO0004650 polygalacturonase activity
at_At2g26440 - GO0030599 pectinesterase activity
at_At2g26450 - GO0030599 pectinesterase activity
at_At2g40310 GO0004650 polygalacturonase activity
at_At2g41850 GO0004650 polygalacturonase activity
at_At2g43050 - GO0030599 pectinesterase activity
at_At2g43860 GO0004650 polygalacturonase activity
at_At2g43870 GO0004650 polygalacturonase activity
at_At2g43890 GO0004650 polygalacturonase activity
at_At3g14040 GO0004650 polygalacturonase activity
at_At3g27980 - GO0030599 pectinesterase activity
at_At3g47400 - GO0030599 pectinesterase activity
at_At3g62110 GO0004650 polygalacturonase activity
at_At4g03930 - GO0030599 pectinesterase activity
at_At4g15980 - GO0030599 pectinesterase activity
at_At4g23820 GO0004650 polygalacturonase activity
at_At4g32370 GO0004650 polygalacturonase activity
at_At4g33220 - GO0030599 pectinesterase activity
at_At4g33230 - GO0030599 pectinesterase activity
at_At4g33440 GO0004650 polygalacturonase activity
at_At4g35670 GO0004650 polygalacturonase activity
at_At5g04310 - GO0030570 pectate lyase activity
at_At5g09280 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g14650 GO0004650 polygalacturonase activity
at_At5g27530 GO0004650 polygalacturonase activity
at_At5g49180 - GO0030599 pectinesterase activity
at_At5g55720 - GO0016829 lyase activity
GO0030570 pectate lyase activity
Validation Accuracy: 18/33 (54.55%)
Validation Frequency class 'GO0016798': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g05310 - GO0030599 pectinesterase activity
at_At1g14420 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At1g23200 - GO0030599 pectinesterase activity
at_At1g53840 - GO0030599 pectinesterase activity
at_At1g56710 GO0004650 polygalacturonase activity
at_At1g60590 GO0004650 polygalacturonase activity
at_At1g67750 - GO0030570 pectate lyase activity
at_At1g80140 GO0004650 polygalacturonase activity
at_At2g26620 GO0004650 polygalacturonase activity
at_At2g36700 - GO0030599 pectinesterase activity
at_At2g36710 - GO0030599 pectinesterase activity
at_At2g43880 GO0004650 polygalacturonase activity
at_At2g45220 - GO0030599 pectinesterase activity
at_At2g47030 - GO0030599 pectinesterase activity
at_At2g47040 - GO0030599 pectinesterase activity
at_At3g07830 GO0004650 polygalacturonase activity
at_At3g07850 GO0004650 polygalacturonase activity
at_At3g07970 GO0004650 polygalacturonase activity
at_At3g09540 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g10710 - GO0030599 pectinesterase activity
at_At3g14310 - GO0030599 pectinesterase activity
at_At3g15720 GO0004650 polygalacturonase activity
at_At3g17060 - GO0030599 pectinesterase activity
at_At3g24130 - GO0030599 pectinesterase activity
at_At3g24670 - GO0030570 pectate lyase activity
at_At3g43270 - GO0030599 pectinesterase activity
at_At3g54920 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g55140 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At3g57510 GO0004650 polygalacturonase activity
at_At3g57790 GO0004650 polygalacturonase activity
at_At3g59850 GO0004650 polygalacturonase activity
at_At3g60730 - GO0030599 pectinesterase activity
at_At4g00190 - GO0030599 pectinesterase activity
at_At4g02300 - GO0030599 pectinesterase activity
at_At4g13210 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g13710 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At4g13760 GO0004650 polygalacturonase activity
at_At4g32380 GO0004650 polygalacturonase activity
at_At5g04970 - GO0030599 pectinesterase activity
at_At5g07420 - GO0030599 pectinesterase activity
at_At5g17200 GO0004650 polygalacturonase activity
at_At5g20860 - GO0030599 pectinesterase activity
at_At5g39910 GO0004650 polygalacturonase activity
at_At5g48900 - GO0016829 lyase activity
GO0030570 pectate lyase activity
at_At5g51500 - GO0030599 pectinesterase activity
at_At5g53370 - GO0030599 pectinesterase activity
at_At5g61680 - GO0030599 pectinesterase activity
Propertest Accuracy: 16/47 (34.04%)
Propertest Frequency class 'GO0016798': 117/2476 (4.73%)
New (unknown) data (1624 items):
at_At1g56100 - GO0005554 molecular_function unknown
at_At3g42160 - GO0005554 molecular_function unknown
at_At3g54480 - GO0005554 molecular_function unknown
at_At1g27440 - GO0003824 catalytic activity
at_At4g27110 - GO0005554 molecular_function unknown
at_At4g20040 - GO0005554 molecular_function unknown
at_At4g20050 - GO0005554 molecular_function unknown
------------------
Rule 230
c.91.1 <= 0.0004
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3178 items):
at_At1g17840 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g65410 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g67940 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71330 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At2g13610 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13220 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47750 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47770 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g47780 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g33460 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g13580 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g52860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g60740 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61690 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g61730 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Training Accuracy: 25/25 (100.00%)
Training Frequency class 'GO0016817': 189/3178 (5.95%)
Evaluation on validation data (1624 items):
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g37360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g10670 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g37870 - GO0004612 phosphoenolpyruvate carboxykinase (ATP) activity
GO0005524 ATP binding
at_At5g19410 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g61740 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
Validation Accuracy: 7/8 (87.50%)
Validation Frequency class 'GO0016817': 72/1624 (4.43%)
Evaluation on propertest data (2476 items):
at_At1g15210 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g31770 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g54350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g71960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g01320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g21090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g25620 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g47760 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g52310 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55110 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g25750 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g02270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g14100 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g23070 - GO0004797 thymidine kinase activity
at_At5g61700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g65690 - GO0004612 phosphoenolpyruvate carboxykinase (ATP) activity
GO0005524 ATP binding
Propertest Accuracy: 20/22 (90.91%)
Propertest Frequency class 'GO0016817': 140/2476 (5.65%)
New (unknown) data (1624 items):
at_At2g37010 - GO0005215 transporter activity
------------------
Rule 228
a.113 > 6.1e-14
a.38 > 0.01
a.47.2 > 0.0028
b.43.3 > 0.0025
b.69 > 0.0058
b.82.3 > 8.5e-08
c.10 > 0.00068
c.23.16 > 3.36312e-44
c.37 <= 0.02
c.61.1 > 0.014
c.62 > 0.0078
d.211.1 > 1.3e-07
g > 0.015
-> class GO0016817 "hydrolase activity\, acting on acid anhydrides"
Evaluation on training data (3178 items):
at_At1g01040 GO0003724 RNA helicase activity
GO0004525 ribonuclease III activity
GO0008026 ATP-dependent helicase activity
at_At1g01200 - GO0005525 GTP binding
at_At1g01910 - GO0005524 ATP binding
at_At1g02530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g02670 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g04730 GO0016887 ATPase activity
at_At1g08600 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g09100 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At1g09180 GO0003926 ARF small monomeric GTPase activity
at_At1g10290 GO0008549 dynamin GTPase activity
at_At1g10630 GO0003926 ARF small monomeric GTPase activity
at_At1g10680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g10930 GO0008026 ATP-dependent helicase activity
at_At1g13420 - GO0008146 sulfotransferase activity
at_At1g14830 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g15520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g16280 GO0008026 ATP-dependent helicase activity
at_At1g17470 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g18590 - GO0008146 sulfotransferase activity
at_At1g19870 - GO0005516 calmodulin binding
at_At1g20090 - GO0005525 GTP binding
at_At1g22740 - GO0005525 GTP binding
at_At1g27880 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g27900 GO0004004 ATP-dependent RNA helicase activity
at_At1g28010 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g30960 - GO0005525 GTP binding
at_At1g31360 GO0008026 ATP-dependent helicase activity
at_At1g43890 - GO0005525 GTP binding
at_At1g43910 GO0005524 ATP binding
GO0016887 ATPase activity
at_At1g47590 - GO0005345 purine transporter activity
at_At1g48310 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g48650 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g48900 GO0003729 mRNA binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At1g50250 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At1g51380 GO0008026 ATP-dependent helicase activity
at_At1g51460 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g52280 - GO0005525 GTP binding
at_At1g53140 - GO0005525 GTP binding
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_At1g60500 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g60930 - GO0003678 DNA helicase activity
at_At1g61140 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g63160 GO0016887 ATPase activity
at_At1g63270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g68460 - GO0009824 adenylate dimethylallyltransferase activity
at_At1g70490 GO0003926 ARF small monomeric GTPase activity
at_At1g70610 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71280 GO0008026 ATP-dependent helicase activity
at_At1g72670 - GO0005516 calmodulin binding
at_At1g72730 GO0008026 ATP-dependent helicase activity
at_At1g73980 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74690 - GO0005516 calmodulin binding
at_At1g75840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g78010 GO0003924 GTPase activity
at_At1g78900 - GO0005524 ATP binding
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At1g79560 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g01440 GO0008026 ATP-dependent helicase activity
at_At2g02790 - GO0005516 calmodulin binding
at_At2g03750 - GO0008146 sulfotransferase activity
at_At2g07750 GO0008026 ATP-dependent helicase activity
at_At2g14120 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g14920 - GO0008146 sulfotransferase activity
at_At2g15310 GO0003926 ARF small monomeric GTPase activity
at_At2g16440 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g18330 GO0016887 ATPase activity
at_At2g18390 GO0003926 ARF small monomeric GTPase activity
at_At2g18770 - GO0005047 signal recognition particle binding
at_At2g20140 GO0016887 ATPase activity
at_At2g21940 - GO0004765 shikimate kinase activity
at_At2g27200 - GO0005525 GTP binding
at_At2g28070 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g29940 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g31680 - GO0005525 GTP binding
at_At2g33870 - GO0005525 GTP binding
at_At2g34890 - GO0003883 CTP synthase activity
at_At2g35920 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g38840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g39480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g40700 GO0008026 ATP-dependent helicase activity
at_At2g42520 GO0008026 ATP-dependent helicase activity
at_At2g43130 - GO0005525 GTP binding
at_At2g44610 - GO0005525 GTP binding
at_At2g45810 GO0008026 ATP-dependent helicase activity
at_At2g46620 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g47170 GO0003926 ARF small monomeric GTPase activity
at_At2g47330 GO0008026 ATP-dependent helicase activity
at_At3g09710 - GO0005516 calmodulin binding
at_At3g09900 - GO0005525 GTP binding
at_At3g09910 - GO0005525 GTP binding
at_At3g10350 - GO0005524 ATP binding
at_At3g12160 - GO0005525 GTP binding
at_At3g12810 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g13080 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13640 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g13920 GO0003743 translation initiation factor activity
GO0008026 ATP-dependent helicase activity
at_At3g15060 - GO0005525 GTP binding
at_At3g19160 - GO0009824 adenylate dimethylallyltransferase activity
at_At3g21250 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g22310 GO0008026 ATP-dependent helicase activity
at_At3g22330 GO0008026 ATP-dependent helicase activity
at_At3g22880 GO0003684 damaged DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g22950 GO0003926 ARF small monomeric GTPase activity
at_At3g24340 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g26560 GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
at_At3g27120 GO0016887 ATPase activity
at_At3g28345 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28540 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28570 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28580 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28860 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g32920 GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At3g45070 - GO0008146 sulfotransferase activity
at_At3g45080 - GO0008146 sulfotransferase activity
at_At3g45450 - GO0003754 chaperone activity
GO0005524 ATP binding
at_At3g47060 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g47790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g49260 - GO0005516 calmodulin binding
at_At3g49380 - GO0005516 calmodulin binding
at_At3g50930 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g51300 GO0003931 Rho small monomeric GTPase activity
GO0005525 GTP binding
at_At3g51380 - GO0005516 calmodulin binding
at_At3g52290 - GO0005516 calmodulin binding
at_At3g53110 GO0008026 ATP-dependent helicase activity
at_At3g53480 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g53610 - GO0005525 GTP binding
at_At3g54540 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g55090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g55130 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g56690 GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At3g57300 - GO0003677 DNA binding
GO0005524 ATP binding
at_At3g58570 GO0008026 ATP-dependent helicase activity
at_At3g59690 - GO0005516 calmodulin binding
at_At3g60160 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62150 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62310 - GO0003724 RNA helicase activity
at_At3g62560 GO0003926 ARF small monomeric GTPase activity
at_At3g63110 - GO0016765 transferase activity\, transferring alkyl or aryl (other than methyl) groups
at_At4g01800 - GO0005524 ATP binding
at_At4g01820 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g02060 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At4g02790 - GO0005525 GTP binding
at_At4g04180 GO0016887 ATPase activity
at_At4g04300 - GO0015297 antiporter activity
at_At4g09730 GO0008026 ATP-dependent helicase activity
at_At4g10650 - GO0005525 GTP binding
at_At4g12790 - GO0005524 ATP binding
at_At4g14670 - GO0005524 ATP binding
at_At4g16680 - GO0003724 RNA helicase activity
at_At4g17530 - GO0005525 GTP binding
at_At4g19640 - GO0005525 GTP binding
at_At4g21270 - GO0008569 minus-end-directed microtubule motor activity
at_At4g21800 - GO0005524 ATP binding
at_At4g23060 - GO0005516 calmodulin binding
at_At4g25450 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g27420 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g27680 GO0016887 ATPase activity
at_At4g28000 GO0016887 ATPase activity
at_At4g28620 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28630 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28950 - GO0005525 GTP binding
at_At4g30250 GO0005524 ATP binding
GO0016887 ATPase activity
at_At4g33370 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At4g35020 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g35860 - GO0005525 GTP binding
at_At4g35950 - GO0005525 GTP binding
at_At4g39520 - GO0005525 GTP binding
at_At4g39890 - GO0005525 GTP binding
at_At4g39940 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At4g39990 - GO0005525 GTP binding
at_At5g03530 - GO0005525 GTP binding
at_At5g03940 GO0003729 mRNA binding
GO0005048 signal sequence binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At5g03960 - GO0005516 calmodulin binding
at_At5g06530 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g07660 - GO0005524 ATP binding
at_At5g08470 GO0016887 ATPase activity
at_At5g08610 GO0008026 ATP-dependent helicase activity
at_At5g10260 - GO0005525 GTP binding
at_At5g11170 GO0008026 ATP-dependent helicase activity
at_At5g11200 GO0008026 ATP-dependent helicase activity
at_At5g13460 - GO0005516 calmodulin binding
at_At5g14610 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g14670 GO0003926 ARF small monomeric GTPase activity
at_At5g15250 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g15920 - GO0005524 ATP binding
at_At5g17060 GO0003926 ARF small monomeric GTPase activity
at_At5g17730 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g17740 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g19990 GO0016887 ATPase activity
at_At5g20850 - GO0003684 damaged DNA binding
at_At5g22370 - GO0005524 ATP binding
at_At5g26860 - GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0008236 serine-type peptidase activity
at_At5g27000 GO0008017 microtubule binding
GO0016887 ATPase activity
at_At5g37680 GO0003926 ARF small monomeric GTPase activity
at_At5g39840 GO0004004 ATP-dependent RNA helicase activity
at_At5g41370 GO0008026 ATP-dependent helicase activity
at_At5g42270 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g44110 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g45750 - GO0005525 GTP binding
at_At5g45930 - GO0016851 magnesium chelatase activity
at_At5g46070 GO0003924 GTPase activity
GO0005525 GTP binding
at_At5g47040 - GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0008236 serine-type peptidase activity
at_At5g47200 - GO0005525 GTP binding
at_At5g47520 - GO0005525 GTP binding
at_At5g47960 - GO0005525 GTP binding
at_At5g49500 GO0003729 mRNA binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At5g49840 GO0016887 ATPase activity
at_At5g51070 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g51280 GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g52210 GO0003926 ARF small monomeric GTPase activity
at_At5g53350 GO0016887 ATPase activity
at_At5g54670 GO0008017 microtubule binding
GO0016887 ATPase activity
at_At5g58270 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g58290 GO0016887 ATPase activity
at_At5g59150 - GO0005525 GTP binding
at_At5g60790 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g60860 - GO0005525 GTP binding
at_At5g62190 GO0008026 ATP-dependent helicase activity
at_At5g63120 GO0008026 ATP-dependent helicase activity
at_At5g63630 GO0008026 ATP-dependent helicase activity
at_At5g65930 - GO0005516 calmodulin binding
GO0016326 kinesin motor activity
at_At5g67630 - GO0003678 DNA helicase activity
Training Accuracy: 131/226 (57.96%)
Training Frequency class 'GO0016817': 189/3178 (5.95%)
Evaluation on validation data (1624 items):
at_At1g02280 - GO0005525 GTP binding
at_At1g02520 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g03000 GO0016887 ATPase activity
at_At1g05480 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g05810 - GO0005525 GTP binding
at_At1g06400 - GO0005525 GTP binding
at_At1g07110 - GO0004331 fructose-2\,6-bisphosphate 2-phosphatase activity
at_At1g09630 - GO0005525 GTP binding
at_At1g15310 GO0003729 mRNA binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At1g16920 - GO0005525 GTP binding
at_At1g18200 - GO0005525 GTP binding
at_At1g24290 - GO0005524 ATP binding
at_At1g26190 - GO0005524 ATP binding
GO0016301 kinase activity
at_At1g28550 - GO0005525 GTP binding
at_At1g31970 GO0008026 ATP-dependent helicase activity
at_At1g33360 GO0016887 ATPase activity
at_At1g50140 GO0016887 ATPase activity
at_At1g51500 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53780 GO0016887 ATPase activity
at_At1g56330 GO0003926 ARF small monomeric GTPase activity
at_At1g59870 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g63250 GO0008026 ATP-dependent helicase activity
at_At1g64110 GO0016887 ATPase activity
at_At1g64550 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71370 GO0008026 ATP-dependent helicase activity
at_At1g72660 - GO0005525 GTP binding
at_At1g73110 GO0016887 ATPase activity
at_At1g73640 - GO0005525 GTP binding
at_At1g76030 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At1g77050 GO0008026 ATP-dependent helicase activity
at_At1g77470 GO0016887 ATPase activity
at_At2g03670 GO0016887 ATPase activity
at_At2g14750 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At2g18190 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g18760 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g19490 GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At2g21450 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g21880 - GO0005525 GTP binding
at_At2g22290 - GO0005525 GTP binding
at_At2g25530 GO0016887 ATPase activity
at_At2g26410 - GO0005516 calmodulin binding
at_At2g26910 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g27760 - GO0004811 tRNA isopentenyltransferase activity
GO0009824 adenylate dimethylallyltransferase activity
at_At2g29080 GO0016887 ATPase activity
at_At2g34660 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g39350 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41700 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At2g47250 - GO0003724 RNA helicase activity
at_At3g06980 GO0008026 ATP-dependent helicase activity
at_At3g07400 - GO0004806 triacylglycerol lipase activity
at_At3g07800 - GO0004797 thymidine kinase activity
at_At3g09720 GO0008026 ATP-dependent helicase activity
at_At3g13090 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g15120 GO0016887 ATPase activity
at_At3g16840 GO0008026 ATP-dependent helicase activity
at_At3g19210 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g23630 - GO0016765 transferase activity\, transferring alkyl or aryl (other than methyl) groups
at_At3g26900 - GO0004765 shikimate kinase activity
at_At3g27730 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At3g28380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28510 GO0016887 ATPase activity
at_At3g29800 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g46060 - GO0005525 GTP binding
at_At3g46830 - GO0005525 GTP binding
at_At3g46960 GO0008026 ATP-dependent helicase activity
at_At3g48870 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g49870 GO0003926 ARF small monomeric GTPase activity
at_At3g53230 - GO0005524 ATP binding
at_At3g59140 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60190 GO0003924 GTPase activity
GO0005525 GTP binding
at_At3g60970 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g14750 - GO0005516 calmodulin binding
at_At4g15850 GO0008026 ATP-dependent helicase activity
GO0017151 DEAD/H-box RNA helicase binding
at_At4g16630 GO0008026 ATP-dependent helicase activity
at_At4g17170 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g18480 - GO0016851 magnesium chelatase activity
at_At4g23940 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At4g24710 GO0016887 ATPase activity
at_At4g30300 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g30490 GO0016887 ATPase activity
at_At4g34910 GO0008026 ATP-dependent helicase activity
at_At4g39540 - GO0004765 shikimate kinase activity
at_At5g03040 - GO0005516 calmodulin binding
at_At5g05000 - GO0005525 GTP binding
at_At5g07010 - GO0008146 sulfotransferase activity
at_At5g08620 GO0008026 ATP-dependent helicase activity
at_At5g08680 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g08690 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g09930 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g13010 - GO0003724 RNA helicase activity
at_At5g19210 GO0008026 ATP-dependent helicase activity
at_At5g19310 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g20020 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At5g24020 GO0016887 ATPase activity
at_At5g35970 - GO0003677 DNA binding
at_At5g40000 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53170 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g54910 GO0008026 ATP-dependent helicase activity
at_At5g61140 GO0008026 ATP-dependent helicase activity
at_At5g61460 - GO0005524 ATP binding
at_At5g62070 - GO0005516 calmodulin binding
at_At5g62880 - GO0005525 GTP binding
at_At5g65900 GO0008026 ATP-dependent helicase activity
at_At5g67520 - GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
Validation Accuracy: 61/106 (57.55%)
Validation Frequency class 'GO0016817': 72/1624 (4.43%)
Evaluation on propertest data (2476 items):
at_At1g02130 - GO0005525 GTP binding
at_At1g02430 GO0003926 ARF small monomeric GTPase activity
at_At1g02440 GO0003926 ARF small monomeric GTPase activity
at_At1g02620 GO0003926 ARF small monomeric GTPase activity
at_At1g02890 GO0016887 ATPase activity
at_At1g04120 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g05460 - GO0003724 RNA helicase activity
at_At1g07410 - GO0005525 GTP binding
at_At1g07510 GO0016887 ATPase activity
at_At1g08410 - GO0005525 GTP binding
at_At1g08840 GO0004003 ATP-dependent DNA helicase activity
at_At1g13430 - GO0008146 sulfotransferase activity
at_At1g14380 - GO0005516 calmodulin binding
at_At1g15210 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g17480 - GO0005516 calmodulin binding
at_At1g18070 - GO0008135 translation factor activity\, nucleic acid binding
at_At1g18840 - GO0005516 calmodulin binding
at_At1g20920 GO0008026 ATP-dependent helicase activity
at_At1g20960 GO0008026 ATP-dependent helicase activity
at_At1g21690 GO0016887 ATPase activity
at_At1g23490 GO0003926 ARF small monomeric GTPase activity
at_At1g25410 - GO0009824 adenylate dimethylallyltransferase activity
at_At1g26370 - GO0003724 RNA helicase activity
at_At1g27940 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
at_At1g32060 - GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
at_At1g32490 GO0004004 ATP-dependent RNA helicase activity
at_At1g33390 - GO0004386 helicase activity
GO0005524 ATP binding
at_At1g35530 GO0008026 ATP-dependent helicase activity
at_At1g44900 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At1g49300 - GO0005525 GTP binding
at_At1g50480 - GO0004329 formate-tetrahydrofolate ligase activity
GO0005524 ATP binding
at_At1g51960 - GO0005516 calmodulin binding
at_At1g52980 - GO0005525 GTP binding
at_At1g53270 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53750 GO0016887 ATPase activity
at_At1g54270 GO0008026 ATP-dependent helicase activity
at_At1g58060 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g59610 GO0003924 GTPase activity
GO0008549 dynamin GTPase activity
at_At1g60530 - GO0005525 GTP binding
at_At1g60540 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g62130 GO0016887 ATPase activity
at_At1g66950 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g70070 GO0008026 ATP-dependent helicase activity
at_At1g74090 - GO0008146 sulfotransferase activity
at_At1g74100 - GO0008146 sulfotransferase activity
at_At1g74310 GO0003773 heat shock protein activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At1g79050 GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At2g01130 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g01460 - GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02090 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g03270 - GO0003677 DNA binding
at_At2g06990 GO0003724 RNA helicase activity
GO0008026 ATP-dependent helicase activity
at_At2g07680 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g07690 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g14050 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g16790 - GO0046316 gluconokinase activity
at_At2g17800 - GO0005525 GTP binding
at_At2g22390 - GO0005525 GTP binding
at_At2g25030 - GO0005524 ATP binding
at_At2g25140 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g26140 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g26180 - GO0005516 calmodulin binding
at_At2g26300 - GO0004871 signal transducer activity
GO0016247 channel regulator activity
at_At2g27170 - GO0005215 transporter activity
GO0005524 ATP binding
at_At2g28290 GO0016887 ATPase activity
at_At2g30950 GO0004176 ATP-dependent peptidase activity
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
GO0016887 ATPase activity
at_At2g33730 GO0008026 ATP-dependent helicase activity
at_At2g33990 - GO0005516 calmodulin binding
at_At2g34560 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g35340 GO0004004 ATP-dependent RNA helicase activity
at_At2g36380 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41670 - GO0005525 GTP binding
at_At2g42270 GO0008026 ATP-dependent helicase activity
at_At2g44590 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g44690 - GO0005525 GTP binding
at_At2g44980 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0030528 transcription regulator activity
at_At2g45770 GO0005525 GTP binding
GO0008548 signal-recognition-particle GTPase activity
at_At2g46020 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0030528 transcription regulator activity
at_At2g47800 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g07050 - GO0005525 GTP binding
at_At3g07410 - GO0005525 GTP binding
at_At3g09620 GO0008026 ATP-dependent helicase activity
at_At3g09660 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g09840 GO0016887 ATPase activity
at_At3g10140 GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At3g11730 - GO0005525 GTP binding
at_At3g12080 - GO0005525 GTP binding
at_At3g13870 - GO0005525 GTP binding
at_At3g15050 - GO0005516 calmodulin binding
at_At3g16100 - GO0005525 GTP binding
at_At3g16290 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g16340 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g16490 - GO0005516 calmodulin binding
at_At3g18600 GO0008026 ATP-dependent helicase activity
at_At3g18820 - GO0005525 GTP binding
at_At3g19760 GO0008026 ATP-dependent helicase activity
at_At3g20010 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g22190 - GO0005516 calmodulin binding
at_At3g24320 - GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At3g28360 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28520 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28600 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28610 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g42670 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g43920 - GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At3g48040 GO0003931 Rho small monomeric GTPase activity
GO0005525 GTP binding
at_At3g49860 GO0003926 ARF small monomeric GTPase activity
at_At3g50940 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g53510 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g54280 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g54670 - GO0005524 ATP binding
at_At3g54840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At3g55320 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57610 - GO0004019 adenylosuccinate synthase activity
at_At3g58060 - GO0008324 cation transporter activity
GO0015562 efflux permease activity
at_At3g58510 GO0008026 ATP-dependent helicase activity
at_At3g61240 GO0008026 ATP-dependent helicase activity
at_At3g61760 GO0003924 GTPase activity
GO0005525 GTP binding
at_At3g62290 GO0003926 ARF small monomeric GTPase activity
at_At4g00660 GO0008026 ATP-dependent helicase activity
at_At4g01830 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g02080 GO0003926 ARF small monomeric GTPase activity
at_At4g02510 - GO0004888 transmembrane receptor activity
at_At4g05380 GO0016887 ATPase activity
at_At4g05520 - GO0005509 calcium ion binding
at_At4g09720 - GO0005525 GTP binding
at_At4g10640 - GO0005516 calmodulin binding
at_At4g14790 GO0004004 ATP-dependent RNA helicase activity
at_At4g15230 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g17160 - GO0005525 GTP binding
at_At4g18050 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g18430 - GO0005525 GTP binding
at_At4g18800 - GO0005525 GTP binding
at_At4g19210 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g21820 - GO0005516 calmodulin binding
at_At4g24650 - GO0009824 adenylate dimethylallyltransferase activity
at_At4g25960 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g26280 - GO0008146 sulfotransferase activity
at_At4g29040 GO0016887 ATPase activity
at_At4g29150 - GO0005516 calmodulin binding
at_At4g30600 GO0005525 GTP binding
GO0008548 signal-recognition-particle GTPase activity
at_At4g32700 - GO0003677 DNA binding
GO0003887 DNA-directed DNA polymerase activity
at_At4g33050 - GO0005516 calmodulin binding
at_At4g33650 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g35740 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g36580 GO0016887 ATPase activity
at_At4g38510 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At4g39850 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g03340 GO0016887 ATPase activity
at_At5g03520 - GO0005525 GTP binding
at_At5g03910 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g05450 GO0008026 ATP-dependent helicase activity
at_At5g05670 - GO0005047 signal recognition particle binding
at_At5g07000 - GO0008146 sulfotransferase activity
at_At5g07240 - GO0005516 calmodulin binding
at_At5g07810 - GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g08110 GO0008026 ATP-dependent helicase activity
at_At5g08670 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g15450 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g16930 GO0016887 ATPase activity
at_At5g17750 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g18620 GO0008094 DNA-dependent ATPase activity
at_At5g19040 - GO0016765 transferase activity\, transferring alkyl or aryl (other than methyl) groups
at_At5g20000 GO0016887 ATPase activity
at_At5g20010 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At5g20040 - GO0004811 tRNA isopentenyltransferase activity
GO0005524 ATP binding
at_At5g20320 - GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At5g20420 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g23070 - GO0004797 thymidine kinase activity
at_At5g27680 GO0008026 ATP-dependent helicase activity
at_At5g35670 - GO0005516 calmodulin binding
at_At5g39040 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g39620 - GO0005525 GTP binding
at_At5g39960 - GO0005525 GTP binding
at_At5g40010 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g41360 GO0008026 ATP-dependent helicase activity
at_At5g42080 - GO0005525 GTP binding
at_At5g43010 GO0016887 ATPase activity
at_At5g45130 - GO0005525 GTP binding
at_At5g45970 - GO0005525 GTP binding
at_At5g46280 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At5g46540 GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g47010 - GO0003724 RNA helicase activity
at_At5g48600 - GO0005215 transporter activity
GO0005524 ATP binding
at_At5g50920 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53540 GO0016887 ATPase activity
at_At5g54090 - GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At5g55080 - GO0005525 GTP binding
at_At5g55190 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At5g57450 - GO0003697 single-stranded DNA binding
GO0005515 protein binding
at_At5g57480 GO0016887 ATPase activity
at_At5g58870 GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g59840 - GO0005525 GTP binding
at_At5g60730 - GO0005524 ATP binding
at_At5g60990 GO0008026 ATP-dependent helicase activity
at_At5g63950 - GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g64840 GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g64990 - GO0005525 GTP binding
at_At5g65270 - GO0005525 GTP binding
at_At5g66750 GO0004386 helicase activity
GO0016887 ATPase activity
at_At5g67560 GO0003926 ARF small monomeric GTPase activity
Propertest Accuracy: 107/203 (52.71%)
Propertest Frequency class 'GO0016817': 140/2476 (5.65%)
New (unknown) data (1624 items):
at_At1g01950 - no entry null
at_At1g03030 - no entry null
at_At1g04280 - GO0005554 molecular_function unknown
at_At1g05910 - no entry null
at_At1g06750 - GO0005554 molecular_function unknown
at_At1g07620 - GO0005554 molecular_function unknown
at_At1g10300 - GO0005554 molecular_function unknown
at_At1g12430 - no entry null
at_At1g18410 - no entry null
at_At1g20060 - no entry null
at_At1g33890 - GO0005554 molecular_function unknown
at_At1g33900 - GO0005554 molecular_function unknown
at_At1g33950 - GO0005554 molecular_function unknown
at_At1g33960 - GO0005554 molecular_function unknown
at_At1g33970 - GO0005554 molecular_function unknown
at_At1g35940 - GO0005554 molecular_function unknown
at_At1g50150 - GO0005554 molecular_function unknown
at_At1g50920 - no entry null
at_At1g52660 - no entry null
at_At1g54430 - GO0005554 molecular_function unknown
at_At1g55550 - no entry null
at_At1g56180 - GO0005554 molecular_function unknown
at_At1g59540 - no entry null
at_At1g64410 - GO0005554 molecular_function unknown
at_At1g65780 - GO0005554 molecular_function unknown
at_At1g67440 - GO0005554 molecular_function unknown
at_At1g72040 - no entry null
at_At1g72910 - no entry null
at_At1g79890 - GO0005554 molecular_function unknown
at_At1g80350 - no entry null
at_At1g80770 - GO0005554 molecular_function unknown
at_At2g05080 - GO0005554 molecular_function unknown
at_At2g12280 - GO0016874 ligase activity
at_At2g19120 - GO0005554 molecular_function unknown
at_At2g23460 - GO0004871 signal transducer activity
at_At2g27490 - no entry null
at_At2g29970 - GO0005554 molecular_function unknown
at_At2g33240 - GO0003774 motor activity
GO0005515 protein binding
at_At2g42780 - GO0005554 molecular_function unknown
at_At2g43540 - GO0005554 molecular_function unknown
at_At2g45500 - no entry null
at_At2g47500 - no entry null
at_At3g10180 - no entry null
at_At3g10310 - no entry null
at_At3g11220 - GO0005554 molecular_function unknown
at_At3g15700 - no entry null
at_At3g16620 - GO0005554 molecular_function unknown
at_At3g17360 - no entry null
at_At3g19250 - GO0005554 molecular_function unknown
at_At3g19730 - no entry null
at_At3g19750 - GO0005554 molecular_function unknown
at_At3g19960 - GO0003774 motor activity
at_At3g20475 - no entry null
at_At3g21700 - GO0005554 molecular_function unknown
at_At3g30420 - GO0005554 molecular_function unknown
at_At3g42100 - GO0005554 molecular_function unknown
at_At3g44050 - no entry null
at_At3g45850 - no entry null
at_At3g47450 - GO0005554 molecular_function unknown
at_At3g49730 - GO0005554 molecular_function unknown
at_At3g49830 - GO0005554 molecular_function unknown
at_At3g50240 - no entry null
at_At3g51150 - no entry null
at_At3g51210 - GO0005554 molecular_function unknown
at_At3g51690 - GO0005554 molecular_function unknown
at_At3g54870 - no entry null
at_At3g58160 - GO0003774 motor activity
at_At3g63480 - no entry null
at_At4g02480 - no entry null
at_At4g05340 - GO0005554 molecular_function unknown
at_At4g05540 - GO0005554 molecular_function unknown
at_At4g09420 - no entry null
at_At4g09940 - GO0005554 molecular_function unknown
at_At4g14150 - no entry null
at_At4g16930 - no entry null
at_At4g19060 - GO0005554 molecular_function unknown
at_At4g28710 - GO0003774 motor activity
at_At4g31900 - GO0005554 molecular_function unknown
GO0030528 transcription regulator activity
at_At4g32260 - GO0005554 molecular_function unknown
at_At4g33200 - GO0003774 motor activity
GO0005515 protein binding
at_At4g34390 - GO0004871 signal transducer activity
at_At4g34420 - GO0005554 molecular_function unknown
at_At5g09910 - GO0005554 molecular_function unknown
at_At5g20300 - GO0005554 molecular_function unknown
at_At5g20490 - GO0003774 motor activity
GO0005515 protein binding
at_At5g27950 - no entry null
at_At5g40090 - GO0005554 molecular_function unknown
at_At5g41310 - no entry null
at_At5g42490 - no entry null
at_At5g45160 - no entry null
at_At5g46490 - no entry null
at_At5g47270 - GO0005554 molecular_function unknown
at_At5g50340 - GO0005554 molecular_function unknown
at_At5g50960 - GO0000166 nucleotide binding
at_At5g52090 - GO0005554 molecular_function unknown
at_At5g54180 - GO0005554 molecular_function unknown
at_At5g54280 - GO0003774 motor activity
at_At5g54840 - no entry null
at_At5g56220 - GO0005554 molecular_function unknown
at_At5g57600 - GO0005554 molecular_function unknown
at_At5g58370 - GO0005554 molecular_function unknown
at_At5g65460 - no entry null
at_At5g65960 - GO0005554 molecular_function unknown
at_At5g66970 - no entry null
at_At1g03160 - GO0005554 molecular_function unknown
at_At1g03190 - no entry null
at_At1g03750 - GO0004386 helicase activity
at_At1g04160 - GO0003774 motor activity
at_At1g06720 - GO0005554 molecular_function unknown
at_At1g07270 - GO0005554 molecular_function unknown
at_At1g08730 - GO0003774 motor activity
GO0005515 protein binding
at_At1g12770 - GO0005554 molecular_function unknown
at_At1g13870 - GO0005554 molecular_function unknown
at_At1g15730 - GO0005554 molecular_function unknown
at_At1g17580 - GO0003774 motor activity
GO0005515 protein binding
at_At1g17610 - GO0005554 molecular_function unknown
at_At1g18370 - no entry null
at_At1g20720 - GO0005554 molecular_function unknown
at_At1g20750 - GO0005554 molecular_function unknown
at_At1g21730 - no entry null
at_At1g30580 - GO0005554 molecular_function unknown
at_At1g30680 - GO0005554 molecular_function unknown
at_At1g31960 - GO0005554 molecular_function unknown
at_At1g33290 - GO0005554 molecular_function unknown
at_At1g33870 - GO0005554 molecular_function unknown
at_At1g33880 - GO0005554 molecular_function unknown
at_At1g33910 - GO0005554 molecular_function unknown
at_At1g42680 - GO0005554 molecular_function unknown
at_At1g50360 - GO0003774 motor activity
at_At1g52960 - GO0005554 molecular_function unknown
at_At1g56050 - GO0005554 molecular_function unknown
at_At1g65810 - GO0005554 molecular_function unknown
at_At1g66090 - no entry null
at_At1g67460 - GO0005554 molecular_function unknown
at_At1g72250 - no entry null
at_At1g72850 - no entry null
at_At1g72870 - no entry null
at_At1g72890 - no entry null
at_At1g72900 - no entry null
at_At1g72940 - no entry null
at_At1g72960 - no entry null
at_At1g73170 - GO0005554 molecular_function unknown
at_At1g73860 - no entry null
at_At1g77620 - GO0005554 molecular_function unknown
at_At1g80380 - GO0005554 molecular_function unknown
at_At1g80480 - GO0005554 molecular_function unknown
at_At2g02480 - no entry null
at_At2g04720 - no entry null
at_At2g07620 - no entry null
at_At2g15730 - GO0005554 molecular_function unknown
at_At2g17340 - GO0005554 molecular_function unknown
at_At2g20290 - GO0003774 motor activity
GO0005515 protein binding
at_At2g21300 - no entry null
at_At2g22610 - no entry null
at_At2g22870 - GO0005554 molecular_function unknown
at_At2g26820 - GO0005554 molecular_function unknown
at_At2g27600 - no entry null
at_At2g28600 - GO0005554 molecular_function unknown
at_At2g29680 - GO0005554 molecular_function unknown
at_At2g31900 - GO0003774 motor activity
at_At2g31970 - GO0005554 molecular_function unknown
at_At2g34470 - no entry null
at_At2g36200 - no entry null
at_At2g37420 - no entry null
at_At2g38770 - GO0005554 molecular_function unknown
at_At2g39270 - no entry null
at_At2g39730 - GO0030234 enzyme regulator activity
at_At2g40770 - GO0005554 molecular_function unknown
at_At2g45280 - no entry null
at_At3g12020 - no entry null
at_At3g13250 - GO0005554 molecular_function unknown
at_At3g16060 - no entry null
at_At3g19720 - no entry null
at_At3g19740 - no entry null
at_At3g23670 - no entry null
at_At3g24430 - GO0005554 molecular_function unknown
at_At3g31980 - GO0005554 molecular_function unknown
at_At3g44730 - no entry null
at_At3g45090 - GO0005554 molecular_function unknown
at_At3g54460 - GO0005554 molecular_function unknown
at_At3g57180 - GO0005554 molecular_function unknown
at_At3g63150 - GO0005554 molecular_function unknown
at_At4g03690 - GO0005554 molecular_function unknown
at_At4g04910 - no entry null
at_At4g05190 - no entry null
at_At4g08170 - GO0003824 catalytic activity
at_At4g09930 - GO0005554 molecular_function unknown
at_At4g09950 - GO0005554 molecular_function unknown
at_At4g10620 - GO0005554 molecular_function unknown
at_At4g13030 - GO0005554 molecular_function unknown
at_At4g15570 - GO0005554 molecular_function unknown
at_At4g15810 - GO0005554 molecular_function unknown
at_At4g16990 - no entry null
at_At4g18820 - GO0005554 molecular_function unknown
at_At4g19540 - GO0005554 molecular_function unknown
at_At4g24790 - GO0005554 molecular_function unknown
at_At4g25120 - no entry null
at_At4g25280 - no entry null
at_At4g27370 - GO0003774 motor activity
at_At4g29910 - GO0005554 molecular_function unknown
at_At4g30100 - GO0005554 molecular_function unknown
at_At4g31880 - GO0005554 molecular_function unknown
at_At4g38950 - no entry null
at_At5g06670 - no entry null
at_At5g10470 - no entry null
at_At5g11010 - GO0005554 molecular_function unknown
at_At5g14900 - GO0005554 molecular_function unknown
at_At5g17760 - no entry null
at_At5g22010 - no entry null
at_At5g22330 - GO0005554 molecular_function unknown
at_At5g27410 - GO0003824 catalytic activity
at_At5g27540 - GO0005554 molecular_function unknown
at_At5g28780 - GO0005554 molecular_function unknown
at_At5g34960 - GO0005554 molecular_function unknown
at_At5g37030 - GO0005554 molecular_function unknown
at_At5g37110 - GO0005554 molecular_function unknown
at_At5g37140 - GO0005554 molecular_function unknown
at_At5g37150 - GO0005554 molecular_function unknown
at_At5g39930 - GO0005554 molecular_function unknown
at_At5g43900 - GO0003774 motor activity
at_At5g45440 - GO0005554 molecular_function unknown
at_At5g45720 - GO0005554 molecular_function unknown
at_At5g47820 - GO0016326 kinesin motor activity
at_At5g57710 - GO0005554 molecular_function unknown
at_At5g60340 - GO0016491 oxidoreductase activity
at_At5g60760 - GO0005554 molecular_function unknown
at_At5g60930 - no entry null
at_At5g61450 - GO0005554 molecular_function unknown
at_At5g62410 - GO0005215 transporter activity
at_At5g62760 - GO0005554 molecular_function unknown
at_At5g66130 - GO0005554 molecular_function unknown
at_At5g66310 - no entry null
at_At5g66470 - GO0005554 molecular_function unknown
at_At1g04600 - GO0003774 motor activity
GO0005515 protein binding
at_At1g07200 - no entry null
at_At1g09170 - no entry null
at_At1g12700 - GO0005554 molecular_function unknown
at_At1g14460 - GO0005554 molecular_function unknown
at_At1g16800 - GO0005554 molecular_function unknown
at_At1g18550 - no entry null
at_At1g20260 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At1g26520 - GO0005554 molecular_function unknown
at_At1g33830 - GO0005554 molecular_function unknown
at_At1g33930 - GO0005554 molecular_function unknown
at_At1g45000 - no entry null
at_At1g45010 - GO0005554 molecular_function unknown
at_At1g54560 - GO0003774 motor activity
GO0005515 protein binding
at_At1g63640 - no entry null
at_At1g72950 - no entry null
at_At1g79950 - GO0005554 molecular_function unknown
at_At2g12200 - GO0016874 ligase activity
at_At2g16390 - no entry null
at_At2g16640 - GO0005554 molecular_function unknown
at_At2g28560 - GO0005554 molecular_function unknown
at_At2g28620 - no entry null
at_At2g30630 - GO0005554 molecular_function unknown
at_At2g43110 - GO0005554 molecular_function unknown
at_At2g43680 - no entry null
at_At2g47680 - no entry null
at_At3g10420 - GO0005554 molecular_function unknown
at_At3g16630 - no entry null
at_At3g19050 - no entry null
at_At3g30560 - GO0005554 molecular_function unknown
at_At3g43210 - no entry null
at_At3g43350 - GO0005554 molecular_function unknown
at_At3g47460 - GO0005215 transporter activity
at_At3g49650 - no entry null
at_At3g50620 - GO0005554 molecular_function unknown
at_At3g60180 - no entry null
at_At4g08190 - no entry null
at_At4g14330 - no entry null
at_At4g21210 - GO0005554 molecular_function unknown
at_At4g24170 - no entry null
at_At4g24850 - no entry null
at_At4g30350 - GO0005554 molecular_function unknown
at_At4g37020 - GO0005554 molecular_function unknown
at_At5g01570 - GO0005554 molecular_function unknown
at_At5g02370 - no entry null
at_At5g11480 - GO0005554 molecular_function unknown
at_At5g18570 - GO0005554 molecular_function unknown
at_At5g23910 - no entry null
at_At5g27550 - no entry null
at_At5g27740 - GO0005554 molecular_function unknown
at_At5g35130 - no entry null
at_At5g37160 - GO0005554 molecular_function unknown
at_At5g45490 - GO0005554 molecular_function unknown
at_At5g48780 - no entry null
at_At5g57960 - no entry null
at_At5g59440 - no entry null
at_At5g64520 - GO0005554 molecular_function unknown
------------------
Rule 445
c.10 <= 0.00068
c.37 > 0.02
d <= 0.02
-> class GO0017076 "purine nucleotide binding"
Evaluation on training data (3178 items):
at_At1g06840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g07650 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At1g12460 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g14390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g17750 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g27190 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_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_At1g51830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g53420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g60630 GO0005524 ATP binding
GO0016301 kinase activity
at_At1g63430 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g66150 - GO0004675 transmembrane receptor protein serine/threonine kinase activity
at_At1g67510 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
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_At2g01210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02220 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g23300 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_At2g27060 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At2g28970 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At2g31880 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_At3g13065 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_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_At3g51740 GO0004672 protein kinase activity
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_At4g29990 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At4g31250 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_At5g01950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g07280 - GO0016301 kinase activity
GO0019199 transmembrane receptor protein kinase activity
at_At5g16590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g20690 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g35390 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41180 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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_At5g45780 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45840 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g48940 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g55000 - GO0005249 voltage-gated potassium channel activity
at_At5g56040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g59660 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g63410 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g67200 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Training Accuracy: 61/66 (92.42%)
Training Frequency class 'GO0017076': 212/3178 (6.67%)
Evaluation on validation data (1624 items):
at_At1g31420 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g53730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g64210 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g69990 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_At2g15300 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_At2g42290 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g19700 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At3g24660 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_At4g18640 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g23740 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_At5g05160 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g06820 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g14210 GO0004672 protein kinase activity
GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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_At5g67280 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0005554 molecular_function unknown
GO0016301 kinase activity
Validation Accuracy: 25/25 (100.00%)
Validation Frequency class 'GO0017076': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g25320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g29730 - GO0004674 protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g29750 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g35710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g62950 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g66830 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g71830 - GO0004675 transmembrane receptor protein serine/threonine kinase activity
GO0016301 kinase activity
at_At1g72300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At1g73080 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At1g75820 GO0004674 protein serine/threonine kinase activity
GO0004702 receptor signaling 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_At2g07040 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_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_At3g24240 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g28040 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g46370 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_At3g49670 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g53590 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At3g56370 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_At4g22730 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At4g39400 - GO0004674 protein serine/threonine kinase activity
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_At5g24100 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g37450 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g45800 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g46330 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g49770 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
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
at_At5g53320 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g58150 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g58300 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g61480 GO0004672 protein kinase activity
GO0005524 ATP binding
at_At5g63710 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
at_At5g63930 GO0004674 protein serine/threonine kinase activity
GO0005524 ATP binding
Propertest Accuracy: 40/43 (93.02%)
Propertest Frequency class 'GO0017076': 160/2476 (6.46%)
New (unknown) data (1624 items):
at_At1g04210 - no entry null
at_At1g07550 - GO0016301 kinase activity
at_At1g34210 - GO0016301 kinase activity
at_At1g49100 - GO0016301 kinase activity
at_At1g51800 - GO0016301 kinase activity
at_At1g51820 - GO0016301 kinase activity
at_At1g51850 - GO0016301 kinase activity
at_At1g51860 - GO0016301 kinase activity
at_At1g51880 - GO0016301 kinase activity
at_At1g53430 - GO0016301 kinase activity
at_At1g56400 - GO0005554 molecular_function unknown
at_At1g60800 - GO0016301 kinase activity
at_At1g62090 - GO0016301 kinase activity
at_At2g04300 - GO0016301 kinase activity
at_At2g20850 - GO0016301 kinase activity
at_At3g13380 - no entry null
at_At3g21340 - GO0016301 kinase activity
at_At3g46330 - GO0016301 kinase activity
at_At3g54160 - GO0005554 molecular_function unknown
at_At4g20790 - GO0005515 protein binding
at_At4g26540 - GO0016301 kinase activity
at_At4g29450 - GO0016301 kinase activity
at_At4g30520 - no entry null
at_At4g33430 - GO0016301 kinase activity
at_At5g06940 - GO0016301 kinase activity
at_At5g07180 - GO0016301 kinase activity
at_At5g25930 - GO0016301 kinase activity
at_At5g39390 - no entry null
at_At5g48380 - no entry null
at_At5g59650 - GO0016301 kinase activity
at_At5g62710 - no entry null
at_At5g65240 - GO0016301 kinase activity
at_At1g05700 - GO0016301 kinase activity
at_At1g17230 - no entry null
at_At1g29740 - GO0016301 kinase activity
at_At1g34420 - no entry null
at_At1g51790 - GO0016301 kinase activity
at_At1g51810 - GO0016301 kinase activity
at_At1g51890 - GO0016301 kinase activity
at_At1g53440 - GO0016301 kinase activity
at_At1g55610 - GO0016301 kinase activity
at_At1g56120 - GO0016301 kinase activity
at_At1g56130 - no entry null
at_At1g56140 - no entry null
at_At1g69270 - GO0016301 kinase activity
at_At2g01820 - no entry null
at_At2g13800 - no entry null
at_At2g19190 - GO0016301 kinase activity
at_At2g19210 - GO0016301 kinase activity
at_At2g28960 - GO0016301 kinase activity
at_At2g28990 - GO0016301 kinase activity
at_At2g30100 - GO0005554 molecular_function unknown
at_At2g35620 - GO0016301 kinase activity
at_At3g08680 - GO0016301 kinase activity
at_At3g14840 - no entry null
at_At3g23750 - no entry null
at_At3g25560 - no entry null
at_At3g46400 - GO0016301 kinase activity
at_At3g46420 - GO0016301 kinase activity
at_At4g08850 - GO0016301 kinase activity
at_At4g29180 - GO0016301 kinase activity
at_At5g07150 - no entry null
at_At5g10290 - GO0016301 kinase activity
at_At5g16900 - GO0016301 kinase activity
at_At5g48740 - GO0016301 kinase activity
at_At5g59670 - GO0016301 kinase activity
at_At5g59680 - GO0016301 kinase activity
at_At5g62230 - GO0016301 kinase activity
at_At1g11130 - GO0005515 protein binding
at_At1g24650 - no entry null
at_At1g67720 - GO0016301 kinase activity
at_At2g13790 - no entry null
at_At2g14440 - GO0016301 kinase activity
at_At2g14510 - GO0016301 kinase activity
at_At2g19230 - GO0016301 kinase activity
at_At2g23950 - GO0016301 kinase activity
at_At3g59210 - GO0005554 molecular_function unknown
at_At5g16000 - GO0016301 kinase activity
at_At5g49660 - GO0016301 kinase activity
at_At5g49760 - GO0016301 kinase activity
------------------
Rule 436
c.23 > 0.018
d.122.1 <= 9.5e-11
-> class GO0017076 "purine nucleotide binding"
Evaluation on training data (3178 items):
at_At1g67840 GO0005524 ATP binding
at_At2g04030 GO0003754 chaperone activity
GO0003773 heat shock protein activity
GO0005524 ATP binding
at_At2g40940 - GO0004673 protein-histidine kinase activity
at_At3g10270 GO0003677 DNA binding
GO0003918 DNA topoisomerase (ATP-hydrolyzing) activity
GO0005524 ATP binding
at_At3g23890 GO0003677 DNA binding
GO0003918 DNA topoisomerase (ATP-hydrolyzing) activity
GO0005524 ATP binding
at_At4g09140 - GO0030674 protein binding\, bridging
at_At4g35520 GO0005524 ATP binding
at_At4g36270 GO0005524 ATP binding
at_At4g36280 GO0005524 ATP binding
at_At5g04130 GO0003677 DNA binding
GO0003918 DNA topoisomerase (ATP-hydrolyzing) activity
GO0005524 ATP binding
at_At5g56030 GO0003754 chaperone activity
GO0003773 heat shock protein activity
GO0005524 ATP binding
Training Accuracy: 9/11 (81.82%)
Training Frequency class 'GO0017076': 212/3178 (6.67%)
Evaluation on validation data (1624 items):
at_At4g02460 GO0005524 ATP binding
at_At4g36290 GO0005524 ATP binding
at_At5g56010 GO0003754 chaperone activity
GO0003773 heat shock protein activity
GO0005524 ATP binding
Validation Accuracy: 3/3 (100.00%)
Validation Frequency class 'GO0017076': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At3g07770 GO0003754 chaperone activity
GO0005524 ATP binding
at_At3g20780 - GO0003918 DNA topoisomerase (ATP-hydrolyzing) activity
at_At4g24190 GO0003754 chaperone activity
GO0005524 ATP binding
at_At5g50780 GO0005524 ATP binding
at_At5g56000 GO0003754 chaperone activity
GO0003773 heat shock protein activity
GO0005524 ATP binding
Propertest Accuracy: 4/5 (80.00%)
Propertest Frequency class 'GO0017076': 160/2476 (6.46%)
New (unknown) data (1624 items):
at_At5g52640 - GO0003773 heat shock protein activity
------------------
Rule 241
a.38 > 0.01
a.47.2 > 0.0028
b.43.3 > 0.0025
b.69 > 0.0058
b.82.3 > 8.5e-08
c <= 0.0016
c.10 > 0.00068
c.115 > 0.011
c.23.16 > 3.36312e-44
c.37 <= 0.02
c.62 > 0.0078
c.91.1 > 0.0004
d.211.1 > 1.3e-07
-> class GO0017076 "purine nucleotide binding"
Evaluation on training data (3178 items):
at_At1g01040 - GO0003724 RNA helicase activity
GO0004525 ribonuclease III activity
GO0008026 ATP-dependent helicase activity
at_At1g01200 GO0005525 GTP binding
at_At1g01910 GO0005524 ATP binding
at_At1g02670 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g04730 - GO0016887 ATPase activity
at_At1g08600 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g09100 - GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At1g09180 - GO0003926 ARF small monomeric GTPase activity
at_At1g10290 - GO0008549 dynamin GTPase activity
at_At1g10630 - GO0003926 ARF small monomeric GTPase activity
at_At1g10930 - GO0008026 ATP-dependent helicase activity
at_At1g13420 - GO0008146 sulfotransferase activity
at_At1g15520 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g16280 - GO0008026 ATP-dependent helicase activity
at_At1g17470 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g18590 - GO0008146 sulfotransferase activity
at_At1g19870 - GO0005516 calmodulin binding
at_At1g20090 GO0005525 GTP binding
at_At1g22740 GO0005525 GTP binding
at_At1g27880 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At1g27900 - GO0004004 ATP-dependent RNA helicase activity
at_At1g28010 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g30400 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0008559 xenobiotic-transporting ATPase activity
at_At1g30960 GO0005525 GTP binding
at_At1g31360 - GO0008026 ATP-dependent helicase activity
at_At1g43890 GO0005525 GTP binding
at_At1g43910 GO0005524 ATP binding
GO0016887 ATPase activity
at_At1g47590 - GO0005345 purine transporter activity
at_At1g48310 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g48650 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g48900 GO0003729 mRNA binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At1g50250 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At1g51380 - GO0008026 ATP-dependent helicase activity
at_At1g52280 GO0005525 GTP binding
at_At1g53140 GO0005525 GTP binding
at_At1g55150 - GO0008026 ATP-dependent helicase activity
at_At1g55810 GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase 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_At1g60930 - GO0003678 DNA helicase activity
at_At1g61140 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g63160 - GO0016887 ATPase activity
at_At1g63270 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g68460 - GO0009824 adenylate dimethylallyltransferase activity
at_At1g70490 - GO0003926 ARF small monomeric GTPase activity
at_At1g70610 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71280 - GO0008026 ATP-dependent helicase activity
at_At1g72670 - GO0005516 calmodulin binding
at_At1g72730 - GO0008026 ATP-dependent helicase activity
at_At1g73980 GO0005524 ATP binding
GO0016301 kinase activity
at_At1g74690 - GO0005516 calmodulin binding
at_At1g75840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g78010 - GO0003924 GTPase activity
at_At1g78900 GO0005524 ATP binding
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At1g79350 - GO0003677 DNA binding
at_At1g79560 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At2g01440 - GO0008026 ATP-dependent helicase activity
at_At2g02790 - GO0005516 calmodulin binding
at_At2g03750 - GO0008146 sulfotransferase activity
at_At2g07750 - GO0008026 ATP-dependent helicase activity
at_At2g14120 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g14920 - GO0008146 sulfotransferase activity
at_At2g15310 - GO0003926 ARF small monomeric GTPase activity
at_At2g16440 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g18330 - GO0016887 ATPase activity
at_At2g18390 - GO0003926 ARF small monomeric GTPase activity
at_At2g18770 - GO0005047 signal recognition particle binding
at_At2g20140 - GO0016887 ATPase activity
at_At2g21940 - GO0004765 shikimate kinase activity
at_At2g27200 GO0005525 GTP binding
at_At2g31680 GO0005525 GTP binding
at_At2g33870 GO0005525 GTP binding
at_At2g34890 - GO0003883 CTP synthase activity
at_At2g35920 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g38840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g39480 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g40700 - GO0008026 ATP-dependent helicase activity
at_At2g42520 - GO0008026 ATP-dependent helicase activity
at_At2g43130 GO0005525 GTP binding
at_At2g44610 GO0005525 GTP binding
at_At2g45810 - GO0008026 ATP-dependent helicase activity
at_At2g46620 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g47170 - GO0003926 ARF small monomeric GTPase activity
at_At2g47330 - GO0008026 ATP-dependent helicase activity
at_At3g09710 - GO0005516 calmodulin binding
at_At3g09900 GO0005525 GTP binding
at_At3g09910 GO0005525 GTP binding
at_At3g10350 GO0005524 ATP binding
at_At3g12160 GO0005525 GTP binding
at_At3g12810 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g13080 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13920 - GO0003743 translation initiation factor activity
GO0008026 ATP-dependent helicase activity
at_At3g15060 GO0005525 GTP binding
at_At3g16600 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g19160 - GO0009824 adenylate dimethylallyltransferase activity
at_At3g21250 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g22330 - GO0008026 ATP-dependent helicase activity
at_At3g22880 GO0003684 damaged DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g22950 - GO0003926 ARF small monomeric GTPase activity
at_At3g24340 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g26560 GO0003723 RNA binding
GO0004004 ATP-dependent RNA helicase activity
GO0005524 ATP binding
at_At3g27120 - GO0016887 ATPase activity
at_At3g28345 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28390 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28540 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28570 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28580 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g32920 - GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At3g45070 - GO0008146 sulfotransferase activity
at_At3g45080 - GO0008146 sulfotransferase activity
at_At3g45450 GO0003754 chaperone activity
GO0005524 ATP binding
at_At3g47060 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g47790 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g49260 - GO0005516 calmodulin binding
at_At3g49380 - GO0005516 calmodulin binding
at_At3g50930 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g51300 GO0003931 Rho small monomeric GTPase activity
GO0005525 GTP binding
at_At3g51380 - GO0005516 calmodulin binding
at_At3g52290 - GO0005516 calmodulin binding
at_At3g53110 - GO0008026 ATP-dependent helicase activity
at_At3g53610 GO0005525 GTP binding
at_At3g54540 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At3g56690 - GO0005516 calmodulin binding
GO0016887 ATPase activity
at_At3g57300 GO0003677 DNA binding
GO0005524 ATP binding
at_At3g58570 - GO0008026 ATP-dependent helicase activity
at_At3g59690 - GO0005516 calmodulin binding
at_At3g60160 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62560 - GO0003926 ARF small monomeric GTPase activity
at_At3g63110 - GO0016765 transferase activity\, transferring alkyl or aryl (other than methyl) groups
at_At4g01020 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At4g01800 GO0005524 ATP binding
at_At4g02060 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At4g02790 GO0005525 GTP binding
at_At4g04180 - GO0016887 ATPase activity
at_At4g04300 - GO0015297 antiporter activity
at_At4g09730 - GO0008026 ATP-dependent helicase activity
at_At4g10650 GO0005525 GTP binding
at_At4g12620 - GO0003677 DNA binding
at_At4g12790 GO0005524 ATP binding
at_At4g14670 GO0005524 ATP binding
at_At4g14700 - GO0003677 DNA binding
at_At4g16680 - GO0003724 RNA helicase activity
at_At4g17380 GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At4g17530 GO0005525 GTP binding
at_At4g19640 GO0005525 GTP binding
at_At4g21270 - GO0008569 minus-end-directed microtubule motor activity
at_At4g21800 GO0005524 ATP binding
at_At4g23060 - GO0005516 calmodulin binding
at_At4g25450 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g25540 - GO0003684 damaged DNA binding
at_At4g27680 - GO0016887 ATPase activity
at_At4g28000 - GO0016887 ATPase activity
at_At4g28620 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28630 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g28950 GO0005525 GTP binding
at_At4g30250 GO0005524 ATP binding
GO0016887 ATPase activity
at_At4g33370 - GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At4g35020 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g35860 GO0005525 GTP binding
at_At4g35950 GO0005525 GTP binding
at_At4g39520 GO0005525 GTP binding
at_At4g39890 GO0005525 GTP binding
at_At4g39940 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At4g39990 GO0005525 GTP binding
at_At5g03530 GO0005525 GTP binding
at_At5g03940 GO0003729 mRNA binding
GO0005048 signal sequence binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At5g03960 - GO0005516 calmodulin binding
at_At5g05130 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g07660 GO0005524 ATP binding
at_At5g08610 - GO0008026 ATP-dependent helicase activity
at_At5g10260 GO0005525 GTP binding
at_At5g11170 - GO0008026 ATP-dependent helicase activity
at_At5g11200 - GO0008026 ATP-dependent helicase activity
at_At5g13460 - GO0005516 calmodulin binding
at_At5g14610 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At5g14670 - GO0003926 ARF small monomeric GTPase activity
at_At5g15250 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g15920 GO0005524 ATP binding
at_At5g17060 - GO0003926 ARF small monomeric GTPase activity
at_At5g17730 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g17740 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g19990 - GO0016887 ATPase activity
at_At5g20850 - GO0003684 damaged DNA binding
at_At5g22370 GO0005524 ATP binding
at_At5g22750 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g26860 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0008236 serine-type peptidase activity
at_At5g27000 - GO0008017 microtubule binding
GO0016887 ATPase activity
at_At5g37680 - GO0003926 ARF small monomeric GTPase activity
at_At5g39840 - GO0004004 ATP-dependent RNA helicase activity
at_At5g41370 - GO0008026 ATP-dependent helicase activity
at_At5g42270 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g44110 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g44800 GO0003677 DNA binding
GO0003682 chromatin binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g45750 GO0005525 GTP binding
at_At5g45930 - GO0016851 magnesium chelatase activity
at_At5g47040 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0008236 serine-type peptidase activity
at_At5g47200 GO0005525 GTP binding
at_At5g47520 GO0005525 GTP binding
at_At5g47840 - GO0004017 adenylate kinase activity
at_At5g47960 GO0005525 GTP binding
at_At5g49500 GO0003729 mRNA binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At5g49840 - GO0016887 ATPase activity
at_At5g51070 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g51280 - GO0003676 nucleic acid binding
GO0008026 ATP-dependent helicase activity
at_At5g52210 - GO0003926 ARF small monomeric GTPase activity
at_At5g53350 - GO0016887 ATPase activity
at_At5g54670 - GO0008017 microtubule binding
GO0016887 ATPase activity
at_At5g58270 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g58290 - GO0016887 ATPase activity
at_At5g59150 GO0005525 GTP binding
at_At5g60790 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g60860 GO0005525 GTP binding
at_At5g62190 - GO0008026 ATP-dependent helicase activity
at_At5g63120 - GO0008026 ATP-dependent helicase activity
at_At5g63400 - GO0004017 adenylate kinase activity
at_At5g63630 - GO0008026 ATP-dependent helicase activity
at_At5g65930 - GO0005516 calmodulin binding
GO0016326 kinesin motor activity
at_At5g67630 - GO0003678 DNA helicase activity
Training Accuracy: 92/219 (42.01%)
Training Frequency class 'GO0017076': 212/3178 (6.67%)
Evaluation on validation data (1624 items):
at_At1g02280 GO0005525 GTP binding
at_At1g03000 - GO0016887 ATPase activity
at_At1g05480 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g05810 GO0005525 GTP binding
at_At1g06400 GO0005525 GTP binding
at_At1g07110 - GO0004331 fructose-2\,6-bisphosphate 2-phosphatase activity
at_At1g09630 GO0005525 GTP binding
at_At1g15310 GO0003729 mRNA binding
GO0005525 GTP binding
GO0008312 7S RNA binding
GO0008548 signal-recognition-particle GTPase activity
at_At1g16920 GO0005525 GTP binding
at_At1g18200 GO0005525 GTP binding
at_At1g24290 GO0005524 ATP binding
at_At1g26190 GO0005524 ATP binding
GO0016301 kinase activity
at_At1g28550 GO0005525 GTP binding
at_At1g31970 - GO0008026 ATP-dependent helicase activity
at_At1g33360 - GO0016887 ATPase activity
at_At1g50140 - GO0016887 ATPase activity
at_At1g50410 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At1g51500 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g53780 - GO0016887 ATPase activity
at_At1g56330 - GO0003926 ARF small monomeric GTPase activity
at_At1g63250 - GO0008026 ATP-dependent helicase activity
at_At1g64550 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At1g71370 - GO0008026 ATP-dependent helicase activity
at_At1g72660 GO0005525 GTP binding
at_At1g73110 - GO0016887 ATPase activity
at_At1g73640 GO0005525 GTP binding
at_At1g76030 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At1g77050 - GO0008026 ATP-dependent helicase activity
at_At1g77470 - GO0016887 ATPase activity
at_At2g03670 - GO0016887 ATPase activity
at_At2g14750 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
at_At2g18190 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g18760 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g19490 - GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At2g21450 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g21880 GO0005525 GTP binding
at_At2g22290 GO0005525 GTP binding
at_At2g25530 - GO0016887 ATPase activity
at_At2g26410 - GO0005516 calmodulin binding
at_At2g26910 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g27760 - GO0004811 tRNA isopentenyltransferase activity
GO0009824 adenylate dimethylallyltransferase activity
at_At2g29080 - GO0016887 ATPase activity
at_At2g34660 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g41700 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0015359 amino acid permease activity
at_At2g47250 - GO0003724 RNA helicase activity
at_At3g06980 - GO0008026 ATP-dependent helicase activity
at_At3g07400 - GO0004806 triacylglycerol lipase activity
at_At3g09720 - GO0008026 ATP-dependent helicase activity
at_At3g13090 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g13100 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g15120 - GO0016887 ATPase activity
at_At3g15740 - GO0005515 protein binding
GO0008270 zinc ion binding
at_At3g16840 - GO0008026 ATP-dependent helicase activity
at_At3g18524 GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At3g19210 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g23630 - GO0016765 transferase activity\, transferring alkyl or aryl (other than methyl) groups
at_At3g26900 - GO0004765 shikimate kinase activity
at_At3g27440 GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28380 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g28510 - GO0016887 ATPase activity
at_At3g29800 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g46060 GO0005525 GTP binding
at_At3g46830 GO0005525 GTP binding
at_At3g46960 - GO0008026 ATP-dependent helicase activity
at_At3g48870 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g49870 - GO0003926 ARF small monomeric GTPase activity
at_At3g53230 GO0005524 ATP binding
at_At3g59140 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g60190 GO0003924 GTPase activity
GO0005525 GTP binding
at_At3g60970 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g62700 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g14750 - GO0005516 calmodulin binding
at_At4g15850 - GO0008026 ATP-dependent helicase activity
GO0017151 DEAD/H-box RNA helicase binding
at_At4g16630 - GO0008026 ATP-dependent helicase activity
at_At4g17170 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g18480 - GO0016851 magnesium chelatase activity
at_At4g23940 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At4g24710 - GO0016887 ATPase activity
at_At4g30300 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At4g30490 - GO0016887 ATPase activity
at_At4g34910 - GO0008026 ATP-dependent helicase activity
at_At4g39540 - GO0004765 shikimate kinase activity
at_At5g03040 - GO0005516 calmodulin binding
at_At5g05000 GO0005525 GTP binding
at_At5g07010 - GO0008146 sulfotransferase activity
at_At5g08620 - GO0008026 ATP-dependent helicase activity
at_At5g08680 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g08690 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g09930 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g13010 - GO0003724 RNA helicase activity
at_At5g19210 - GO0008026 ATP-dependent helicase activity
at_At5g19310 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g20020 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At5g24020 - GO0016887 ATPase activity
at_At5g35970 - GO0003677 DNA binding
at_At5g40000 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53170 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g54910 - GO0008026 ATP-dependent helicase activity
at_At5g61140 - GO0008026 ATP-dependent helicase activity
at_At5g61460 GO0005524 ATP binding
at_At5g62070 - GO0005516 calmodulin binding
at_At5g62880 GO0005525 GTP binding
at_At5g65900 - GO0008026 ATP-dependent helicase activity
at_At5g67520 GO0005524 ATP binding
GO0016301 kinase activity
GO0016772 transferase activity\, transferring phosphorus-containing groups
Validation Accuracy: 37/104 (35.58%)
Validation Frequency class 'GO0017076': 86/1624 (5.30%)
Evaluation on propertest data (2476 items):
at_At1g02130 GO0005525 GTP binding
at_At1g02430 - GO0003926 ARF small monomeric GTPase activity
at_At1g02440 - GO0003926 ARF small monomeric GTPase activity
at_At1g02620 - GO0003926 ARF small monomeric GTPase activity
at_At1g02890 - GO0016887 ATPase activity
at_At1g04120 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At1g05460 - GO0003724 RNA helicase activity
at_At1g07410 GO0005525 GTP binding
at_At1g07510 - GO0016887 ATPase activity
at_At1g08410 GO0005525 GTP binding
at_At1g11100 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g13430 - GO0008146 sulfotransferase activity
at_At1g14380 - GO0005516 calmodulin binding
at_At1g17480 - GO0005516 calmodulin binding
at_At1g18070 - GO0008135 translation factor activity\, nucleic acid binding
at_At1g18840 - GO0005516 calmodulin binding
at_At1g20920 - GO0008026 ATP-dependent helicase activity
at_At1g20960 - GO0008026 ATP-dependent helicase activity
at_At1g21690 - GO0016887 ATPase activity
at_At1g23490 - GO0003926 ARF small monomeric GTPase activity
at_At1g25410 - GO0009824 adenylate dimethylallyltransferase activity
at_At1g26370 - GO0003724 RNA helicase activity
at_At1g27940 - 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
at_At1g32060 GO0005524 ATP binding
GO0008974 phosphoribulokinase activity
at_At1g32490 - GO0004004 ATP-dependent RNA helicase activity
at_At1g33390 GO0004386 helicase activity
GO0005524 ATP binding
at_At1g35530 - GO0008026 ATP-dependent helicase activity
at_At1g44900 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At1g49300 GO0005525 GTP binding
at_At1g50480 GO0004329 formate-tetrahydrofolate ligase activity
GO0005524 ATP binding
at_At1g51960 - GO0005516 calmodulin binding
at_At1g52980 GO0005525 GTP binding
at_At1g53750 - GO0016887 ATPase activity
at_At1g54270 - GO0008026 ATP-dependent helicase activity
at_At1g58060 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At1g59610 - GO0003924 GTPase activity
GO0008549 dynamin GTPase activity
at_At1g60530 GO0005525 GTP binding
at_At1g60540 GO0003924 GTPase activity
GO0005525 GTP binding
at_At1g62130 - GO0016887 ATPase activity
at_At1g65070 GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At1g70070 - GO0008026 ATP-dependent helicase activity
at_At1g74090 - GO0008146 sulfotransferase activity
at_At1g74100 - GO0008146 sulfotransferase activity
at_At1g74310 GO0003773 heat shock protein activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At1g79050 - GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At2g01130 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g01460 GO0005524 ATP binding
GO0016301 kinase activity
at_At2g02090 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At2g03270 - GO0003677 DNA binding
at_At2g06990 - GO0003724 RNA helicase activity
GO0008026 ATP-dependent helicase activity
at_At2g07680 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At2g07690 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g14050 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At2g16790 - GO0046316 gluconokinase activity
at_At2g17800 GO0005525 GTP binding
at_At2g22390 GO0005525 GTP binding
at_At2g25030 GO0005524 ATP binding
at_At2g25140 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g25170 - GO0003677 DNA binding
GO0003678 DNA helicase activity
GO0016887 ATPase activity
at_At2g26180 - GO0005516 calmodulin binding
at_At2g26300 - GO0004871 signal transducer activity
GO0016247 channel regulator activity
at_At2g27170 GO0005215 transporter activity
GO0005524 ATP binding
at_At2g28290 - GO0016887 ATPase activity
at_At2g30950 - GO0004176 ATP-dependent peptidase activity
GO0008237 metallopeptidase activity
GO0008270 zinc ion binding
GO0016887 ATPase activity
at_At2g33730 - GO0008026 ATP-dependent helicase activity
at_At2g33990 - GO0005516 calmodulin binding
at_At2g34560 GO0005524 ATP binding
GO0016887 ATPase activity
at_At2g35340 - GO0004004 ATP-dependent RNA helicase activity
at_At2g41670 GO0005525 GTP binding
at_At2g42270 - GO0008026 ATP-dependent helicase activity
at_At2g44590 GO0003924 GTPase activity
GO0005525 GTP binding
at_At2g44690 GO0005525 GTP binding
at_At2g44980 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
GO0030528 transcription regulator activity
at_At2g45770 GO0005525 GTP binding
GO0008548 signal-recognition-particle GTPase activity
at_At2g47800 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g07050 GO0005525 GTP binding
at_At3g07410 GO0005525 GTP binding
at_At3g09620 - GO0008026 ATP-dependent helicase activity
at_At3g09660 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At3g09840 - GO0016887 ATPase activity
at_At3g10140 - GO0003677 DNA binding
GO0008094 DNA-dependent ATPase activity
at_At3g11730 GO0005525 GTP binding
at_At3g12080 GO0005525 GTP binding
at_At3g13870 GO0005525 GTP binding
at_At3g16100 GO0005525 GTP binding
at_At3g16290 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At3g16490 - GO0005516 calmodulin binding
at_At3g18600 - GO0008026 ATP-dependent helicase activity
at_At3g18820 GO0005525 GTP binding
at_At3g19760 - GO0008026 ATP-dependent helicase activity
at_At3g20010 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At3g22190 - GO0005516 calmodulin binding
at_At3g24320 GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At3g27190 GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At3g28520 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28600 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g28610 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g42670 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g43920 - GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At3g48040 GO0003931 Rho small monomeric GTPase activity
GO0005525 GTP binding
at_At3g49860 - GO0003926 ARF small monomeric GTPase activity
at_At3g50940 GO0005524 ATP binding
GO0016887 ATPase activity
at_At3g54280 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At3g54670 GO0005524 ATP binding
at_At3g54840 GO0003924 GTPase activity
GO0005525 GTP binding
at_At3g55320 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At3g57610 - GO0004019 adenylosuccinate synthase activity
at_At3g58510 - GO0008026 ATP-dependent helicase activity
at_At3g61240 - GO0008026 ATP-dependent helicase activity
at_At3g61760 GO0003924 GTPase activity
GO0005525 GTP binding
at_At3g62290 - GO0003926 ARF small monomeric GTPase activity
at_At4g00660 - GO0008026 ATP-dependent helicase activity
at_At4g02070 - GO0003684 damaged DNA binding
at_At4g02080 - GO0003926 ARF small monomeric GTPase activity
at_At4g05380 - GO0016887 ATPase activity
at_At4g05520 - GO0005509 calcium ion binding
at_At4g09720 GO0005525 GTP binding
at_At4g10640 - GO0005516 calmodulin binding
at_At4g14790 - GO0004004 ATP-dependent RNA helicase activity
at_At4g15230 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At4g17160 GO0005525 GTP binding
at_At4g18430 GO0005525 GTP binding
at_At4g18800 GO0005525 GTP binding
at_At4g21820 - GO0005516 calmodulin binding
at_At4g24650 - GO0009824 adenylate dimethylallyltransferase activity
at_At4g26280 - GO0008146 sulfotransferase activity
at_At4g29040 - GO0016887 ATPase activity
at_At4g29150 - GO0005516 calmodulin binding
at_At4g30600 GO0005525 GTP binding
GO0008548 signal-recognition-particle GTPase activity
at_At4g32700 - GO0003677 DNA binding
GO0003887 DNA-directed DNA polymerase activity
at_At4g33650 GO0003924 GTPase activity
GO0005525 GTP binding
at_At4g35740 GO0005524 ATP binding
GO0008026 ATP-dependent helicase activity
at_At4g36580 - GO0016887 ATPase activity
at_At4g38510 - GO0000260 hydrogen-translocating V-type ATPase activity
GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At4g39850 - GO0004009 ATP-binding cassette (ABC) transporter activity
at_At5g03340 - GO0016887 ATPase activity
at_At5g03520 GO0005525 GTP binding
at_At5g03910 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g05450 - GO0008026 ATP-dependent helicase activity
at_At5g07000 - GO0008146 sulfotransferase activity
at_At5g07240 - GO0005516 calmodulin binding
at_At5g07810 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g08110 - GO0008026 ATP-dependent helicase activity
at_At5g08670 - GO0046933 hydrogen-transporting ATP synthase activity\, rotational mechanism
at_At5g10370 GO0003676 nucleic acid binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g15450 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g16930 - GO0016887 ATPase activity
at_At5g17750 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g18620 - GO0008094 DNA-dependent ATPase activity
at_At5g19040 - GO0016765 transferase activity\, transferring alkyl or aryl (other than methyl) groups
at_At5g20000 - GO0016887 ATPase activity
at_At5g20010 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At5g20040 GO0004811 tRNA isopentenyltransferase activity
GO0005524 ATP binding
at_At5g20320 - GO0003723 RNA binding
GO0004525 ribonuclease III activity
at_At5g20420 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g27680 - GO0008026 ATP-dependent helicase activity
at_At5g35670 - GO0005516 calmodulin binding
at_At5g39040 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g39620 GO0005525 GTP binding
at_At5g39960 GO0005525 GTP binding
at_At5g40010 GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g40870 GO0004845 uracil phosphoribosyltransferase activity
GO0005524 ATP binding
GO0016301 kinase activity
at_At5g41360 - GO0008026 ATP-dependent helicase activity
at_At5g42080 GO0005525 GTP binding
at_At5g43010 - GO0016887 ATPase activity
at_At5g43530 GO0003677 DNA binding
GO0004386 helicase activity
GO0005515 protein binding
GO0005524 ATP binding
GO0008270 zinc ion binding
at_At5g45130 GO0005525 GTP binding
at_At5g45970 GO0005525 GTP binding
at_At5g46280 GO0003677 DNA binding
GO0005524 ATP binding
GO0008094 DNA-dependent ATPase activity
at_At5g47010 - GO0003724 RNA helicase activity
at_At5g48600 GO0005215 transporter activity
GO0005524 ATP binding
at_At5g50370 - GO0004017 adenylate kinase activity
at_At5g50920 GO0004176 ATP-dependent peptidase activity
GO0005524 ATP binding
GO0016887 ATPase activity
at_At5g53540 - GO0016887 ATPase activity
at_At5g54090 GO0003684 damaged DNA binding
GO0005524 ATP binding
at_At5g55080 GO0005525 GTP binding
at_At5g55190 GO0003929 RAN small monomeric GTPase activity
GO0005515 protein binding
GO0005525 GTP binding
at_At5g57450 - GO0003697 single-stranded DNA binding
GO0005515 protein binding
at_At5g57480 - GO0016887 ATPase activity
at_At5g58870 - GO0008237 metallopeptidase activity
GO0016887 ATPase activity
at_At5g59840 GO0005525 GTP binding
at_At5g60730 GO0005524 ATP binding
at_At5g60990 - GO0008026 ATP-dependent helicase activity
at_At5g63950 GO0003677 DNA binding
GO0004386 helicase activity
GO0005524 ATP binding
at_At5g64840 - GO0004009 ATP-binding cassette (ABC) transporter activity
GO0005215 transporter activity
at_At5g64990 GO0005525 GTP binding
at_At5g65270 GO0005525 GTP binding
at_At5g66750 - GO0004386 helicase activity
GO0016887 ATPase activity
at_At5g67560 - GO0003926 ARF small monomeric GTPase activity
Propertest Accuracy: 86/191 (45.03%)
Propertest Frequency class 'GO0017076': 160/2476 (6.46%)
New (unknown) data (1624 items):
at_At1g01950 - no entry null
at_At1g03030 - no entry null
at_At1g04280 - GO0005554 molecular_function unknown
at_At1g05120 - no entry null
at_At1g05910 - no entry null
at_At1g06750 - GO0005554 molecular_function unknown
at_At1g07620 - GO0005554 molecular_function unknown
at_At1g10300 - GO0005554 molecular_function unknown
at_At1g12430 - no entry null
at_At1g18410 - no entry null
at_At1g20060 - no entry null
at_At1g33950 - GO0005554 molecular_function unknown
at_At1g33970 - GO0005554 molecular_function unknown
at_At1g35940 - GO0005554 molecular_function unknown
at_At1g52660 - no entry null
at_At1g54430 - GO0005554 molecular_function unknown
at_At1g55550 - no entry null
at_At1g56180 - GO0005554 molecular_function unknown
at_At1g59540 - no entry null
at_At1g64410 - GO0005554 molecular_function unknown
at_At1g65780 - GO0005554 molecular_function unknown
at_At1g67440 - GO0005554 molecular_function unknown
at_At1g72040 - no entry null
at_At1g72910 - no entry null
at_At1g79890 - GO0005554 molecular_function unknown
at_At1g80350 - no entry null
at_At1g80770 - GO0005554 molecular_function unknown
at_At2g12280 - GO0016874 ligase activity
at_At2g19120 - GO0005554 molecular_function unknown
at_At2g23460 - GO0004871 signal transducer activity
at_At2g27490 - no entry null
at_At2g33240 - GO0003774 motor activity
GO0005515 protein binding
at_At2g42780 - GO0005554 molecular_function unknown
at_At2g45500 - no entry null
at_At2g47500 - no entry null
at_At3g10180 - no entry null
at_At3g10310 - no entry null
at_At3g15700 - no entry null
at_At3g16620 - GO0005554 molecular_function unknown
at_At3g17360 - no entry null
at_At3g19250 - GO0005554 molecular_function unknown
at_At3g19730 - no entry null
at_At3g19960 - GO0003774 motor activity
at_At3g20475 - no entry null
at_At3g21700 - GO0005554 molecular_function unknown
at_At3g30420 - GO0005554 molecular_function unknown
at_At3g42100 - GO0005554 molecular_function unknown
at_At3g44050 - no entry null
at_At3g45850 - no entry null
at_At3g47450 - GO0005554 molecular_function unknown
at_At3g49730 - GO0005554 molecular_function unknown
at_At3g49830 - GO0005554 molecular_function unknown
at_At3g50240 - no entry null
at_At3g51150 - no entry null
at_At3g51210 - GO0005554 molecular_function unknown
at_At3g51690 - GO0005554 molecular_function unknown
at_At3g54870 - no entry null
at_At3g58160 - GO0003774 motor activity
at_At3g63480 - no entry null
at_At4g02480 - no entry null
at_At4g05340 - GO0005554 molecular_function unknown
at_At4g05540 - GO0005554 molecular_function unknown
at_At4g09420 - no entry null
at_At4g09940 - GO0005554 molecular_function unknown
at_At4g14150 - no entry null
at_At4g16930 - no entry null
at_At4g28710 - GO0003774 motor activity
at_At4g31900 - GO0005554 molecular_function unknown
GO0030528 transcription regulator activity
at_At4g32260 - GO0005554 molecular_function unknown
at_At4g33200 - GO0003774 motor activity
GO0005515 protein binding
at_At4g34390 - GO0004871 signal transducer activity
at_At4g34420 - GO0005554 molecular_function unknown
at_At5g09910 - GO0005554 molecular_function unknown
at_At5g20300 - GO0005554 molecular_function unknown
at_At5g20490 - GO0003774 motor activity
GO0005515 protein binding
at_At5g27950 - no entry null
at_At5g40090 - GO0005554 molecular_function unknown
at_At5g41310 - no entry null
at_At5g42490 - no entry null
at_At5g45160 - no entry null
at_At5g46490 - no entry null
at_At5g47270 - GO0005554 molecular_function unknown
at_At5g50340 - GO0005554 molecular_function unknown
at_At5g50960 - GO0000166 nucleotide binding
at_At5g52090 - GO0005554 molecular_function unknown
at_At5g54280 - GO0003774 motor activity
at_At5g54840 - no entry null
at_At5g56220 - GO0005554 molecular_function unknown
at_At5g57600 - GO0005554 molecular_function unknown
at_At5g58370 - GO0005554 molecular_function unknown
at_At5g65460 - no entry null
at_At5g65960 - GO0005554 molecular_function unknown
at_At5g66970 - no entry null
at_At1g03160 - GO0005554 molecular_function unknown
at_At1g03190 - no entry null
at_At1g03750 - GO0004386 helicase activity
at_At1g04160 - GO0003774 motor activity
at_At1g06720 - GO0005554 molecular_function unknown
at_At1g07270 - GO0005554 molecular_function unknown
at_At1g12770 - GO0005554 molecular_function unknown
at_At1g13870 - GO0005554 molecular_function unknown
at_At1g15730 - GO0005554 molecular_function unknown
at_At1g17610 - GO0005554 molecular_function unknown
at_At1g18370 - no entry null
at_At1g20720 - GO0005554 molecular_function unknown
at_At1g20750 - GO0005554 molecular_function unknown
at_At1g21730 - no entry null
at_At1g30580 - GO0005554 molecular_function unknown
at_At1g33290 - GO0005554 molecular_function unknown
at_At1g33870 - GO0005554 molecular_function unknown
at_At1g33880 - GO0005554 molecular_function unknown
at_At1g33910 - GO0005554 molecular_function unknown
at_At1g42680 - GO0005554 molecular_function unknown
at_At1g50360 - GO0003774 motor activity
at_At1g52960 - GO0005554 molecular_function unknown
at_At1g56050 - GO0005554 molecular_function unknown
at_At1g65810 - GO0005554 molecular_function unknown
at_At1g66090 - no entry null
at_At1g67460 - GO0005554 molecular_function unknown
at_At1g72250 - no entry null
at_At1g72850 - no entry null
at_At1g72870 - no entry null
at_At1g72890 - no entry null
at_At1g72900 - no entry null
at_At1g72940 - no entry null
at_At1g72960 - no entry null
at_At1g73170 - GO0005554 molecular_function unknown
at_At1g73860 - no entry null
at_At1g77620 - GO0005554 molecular_function unknown
at_At1g80380 - GO0005554 molecular_function unknown
at_At1g80480 - GO0005554 molecular_function unknown
at_At2g02480 - no entry null
at_At2g04720 - no entry null
at_At2g07620 - no entry null
at_At2g15730 - GO0005554 molecular_function unknown
at_At2g20290 - GO0003774 motor activity
GO0005515 protein binding
at_At2g21300 - no entry null
at_At2g21380 - no entry null
at_At2g22610 - no entry null
at_At2g22870 - GO0005554 molecular_function unknown
at_At2g26820 - GO0005554 molecular_function unknown
at_At2g27600 - no entry null
at_At2g28600 - GO0005554 molecular_function unknown
at_At2g29680 - GO0005554 molecular_function unknown
at_At2g31900 - GO0003774 motor activity
at_At2g31970 - GO0005554 molecular_function unknown
at_At2g34470 - no entry null
at_At2g36200 - no entry null
at_At2g37420 - no entry null
at_At2g38770 - GO0005554 molecular_function unknown
at_At2g39270 - no entry null
at_At2g39730 - GO0030234 enzyme regulator activity
at_At2g40770 - GO0005554 molecular_function unknown
at_At2g45280 - no entry null
at_At3g12020 - no entry null
at_At3g13250 - GO0005554 molecular_function unknown
at_At3g16060 - no entry null
at_At3g19720 - no entry null
at_At3g19740 - no entry null
at_At3g23670 - no entry null
at_At3g24430 - GO0005554 molecular_function unknown
at_At3g44730 - no entry null
at_At3g54460 - GO0005554 molecular_function unknown
at_At3g57180 - GO0005554 molecular_function unknown
at_At3g63150 - GO0005554 molecular_function unknown
at_At4g03690 - GO0005554 molecular_function unknown
at_At4g04910 - no entry null
at_At4g05190 - no entry null
at_At4g09930 - GO0005554 molecular_function unknown
at_At4g09950 - GO0005554 molecular_function unknown
at_At4g10620 - GO0005554 molecular_function unknown
at_At4g15570 - GO0005554 molecular_function unknown
at_At4g16990 - no entry null
at_At4g18820 - GO0005554 molecular_function unknown
at_At4g19540 - GO0005554 molecular_function unknown
at_At4g24790 - GO0005554 molecular_function unknown
at_At4g25120 - no entry null
at_At4g25280 - no entry null
at_At4g27370 - GO0003774 motor activity
at_At4g29910 - GO0005554 molecular_function unknown
at_At4g31880 - GO0005554 molecular_function unknown
at_At4g38950 - no entry null
at_At4g39050 - no entry null
at_At5g06670 - no entry null
at_At5g10470 - no entry null
at_At5g11010 - GO0005554 molecular_function unknown
at_At5g14900 - GO0005554 molecular_function unknown
at_At5g17760 - no entry null
at_At5g22010 - no entry null
at_At5g22330 - GO0005554 molecular_function unknown
at_At5g27410 - GO0003824 catalytic activity
at_At5g27540 - GO0005554 molecular_function unknown
at_At5g28780 - GO0005554 molecular_function unknown
at_At5g34960 - GO0005554 molecular_function unknown
at_At5g37030 - GO0005554 molecular_function unknown
at_At5g37110 - GO0005554 molecular_function unknown
at_At5g37150 - GO0005554 molecular_function unknown
at_At5g39930 - GO0005554 molecular_function unknown
at_At5g43900 - GO0003774 motor activity
at_At5g45440 - GO0005554 molecular_function unknown
at_At5g45720 - GO0005554 molecular_function unknown
at_At5g47820 - GO0016326 kinesin motor activity
at_At5g57710 - GO0005554 molecular_function unknown
at_At5g60340 - GO0016491 oxidoreductase activity
at_At5g60930 - no entry null
at_At5g61450 - GO0005554 molecular_function unknown
at_At5g62410 - GO0005215 transporter activity
at_At5g62760 - GO0005554 molecular_function unknown
at_At5g66130 - GO0005554 molecular_function unknown
at_At5g66310 - no entry null
at_At5g66470 - GO0005554 molecular_function unknown
at_At1g04600 - GO0003774 motor activity
GO0005515 protein binding
at_At1g07200 - no entry null
at_At1g09170 - no entry null
at_At1g12700 - GO0005554 molecular_function unknown
at_At1g14460 - GO0005554 molecular_function unknown
at_At1g16800 - GO0005554 molecular_function unknown
at_At1g18550 - no entry null
at_At1g20260 - GO0000260 hydrogen-translocating V-type ATPase activity
at_At1g31930 - GO0004871 signal transducer activity
at_At1g33830 - GO0005554 molecular_function unknown
at_At1g33930 - GO0005554 molecular_function unknown
at_At1g45000 - no entry null
at_At1g63640 - no entry null
at_At1g72950 - no entry null
at_At1g79950 - GO0005554 molecular_function unknown
at_At2g12200 - GO0016874 ligase activity
at_At2g28560 - GO0005554 molecular_function unknown
at_At2g28620 - no entry null
at_At2g30630 - GO0005554 molecular_function unknown
at_At2g43110 - GO0005554 molecular_function unknown
at_At2g43680 - no entry null
at_At2g47680 - no entry null
at_At3g10420 - GO0005554 molecular_function unknown
at_At3g16630 - no entry null
at_At3g19050 - no entry null
at_At3g30560 - GO0005554 molecular_function unknown
at_At3g43210 - no entry null
at_At3g43350 - GO0005554 molecular_function unknown
at_At3g47460 - GO0005215 transporter activity
at_At3g49650 - no entry null
at_At3g50620 - GO0005554 molecular_function unknown
at_At3g60180 - no entry null
at_At4g08190 - no entry null
at_At4g14330 - no entry null
at_At4g21210 - GO0005554 molecular_function unknown
at_At4g24170 - no entry null
at_At4g24850 - no entry null
at_At4g26510 - no entry null
at_At4g30350 - GO0005554 molecular_function unknown
at_At4g37020 - GO0005554 molecular_function unknown
at_At5g02370 - no entry null
at_At5g11480 - GO0005554 molecular_function unknown
at_At5g18570 - GO0005554 molecular_function unknown
at_At5g23910 - no entry null
at_At5g27550 - no entry null
at_At5g27740 - GO0005554 molecular_function unknown
at_At5g35130 - no entry null
at_At5g35170 - no entry null
at_At5g37160 - GO0005554 molecular_function unknown
at_At5g45490 - GO0005554 molecular_function unknown
at_At5g48780 - no entry null
at_At5g59440 - no entry null
at_At5g64520 - GO0005554 molecular_function unknown
------------------