From: Protein (multi-)location prediction: using location inter-dependencies in a probabilistic framework
 | Dataset | F 1 | F1-label | Acc |
---|---|---|---|---|
SVMs (without using dependencies) | No-PROSITE-GO | 0.75 (± 0.04) | 0.66 (± 0.02) | 0.70 (± 0.04) |
Our system (using dependencies) | No-PROSITE-GO | 0.78 (± 0.05) | 0.72 (± 0.07) | 0.73 (± 0.05) |
SVMs (without using dependencies) | No-PROSITE | 0.77 (± 0.01) | 0.66 (± 0.02) | 0.72 (± 0.01) |
Our system (using dependencies) | No-PROSITE | 0.80 (± 0.01) | 0.75 (± 0.02) | 0.75 (± 0.01) |
SVMs (without using dependencies) | No-GO | 0.76 (± 0.03) | 0.67 (± 0.03) | 0.71 (± 0.03) |
Our system (using dependencies) | No-GO | 0.79 (± 0.04) | 0.72 (± 0.08) | 0.74 (± 0.04) |