Function | # Training Proteins | # Test Proteins | Text-KNN | Base-Prior | Base-Seq | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|
 |  |  | P | R | F | P | R | F | P | R | F |
GO:0005488 | 10720 | 2680 | 0.65 | 0.88 | 0.75 | 0.63 | 0.64 | 0.63 | 0.67 | 0.75 | 0.71 |
GO:0003824 | 2943 | 736 | 0.52 | 0.23 | 0.32 | 0.16 | 0.15 | 0.15 | 0.38 | 0.29 | 0.33 |
GO:0030528 | 1276 | 319 | 0.44 | 0.24 | 0.31 | 0.07 | 0.07 | 0.07 | 0.49 | 0.37 | 0.42 |
GO:0005215 | 782 | 196 | 0.59 | 0.38 | 0.46 | 0.04 | 0.04 | 0.04 | 0.50 | 0.43 | 0.46 |
GO:0060089 | 738 | 184 | 0.39 | 0.16 | 0.22 | 0.04 | 0.04 | 0.04 | 0.26 | 0.27 | 0.27 |
GO:0030234 | 485 | 121 | 0.43 | 0.05 | 0.08 | 0.03 | 0.03 | 0.03 | 0.16 | 0.09 | 0.12 |
GO:0005198 | 334 | 84 | 0.04 | 0.01 | 0.01 | 0.02 | 0.02 | 0.02 | 0.11 | 0.11 | 0.11 |
GO:0016247 | 58 | 14 | 0.60 | 0.24 | 0.35 | 0.01 | 0.01 | 0.01 | 0.00 | 0.00 | 0.00 |
GO:0009055 | 54 | 14 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
GO:0045182 | 21 | 5 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |