Table 2 Comparison of interface predictors’ performance on DS120 and DS236
From: Scoring docking conformations using predicted protein interfaces
Predictor & dataset | Precision | Recall | F1 | Accuracy | MCC |
|---|---|---|---|---|---|
T-PIP DS120 | 52.6 | 56.1 | 52.5 | 85.4 | 45.1 |
PredUs DS120 | 47.3 | 58.2 | 48.5 | 69.4 | 24.4 |
PrISE DS120 | 38.5 | 48.9 | 40.9 | 80.7 | 31.2 |
PINUP DS120 | 40.7 | 34.7 | 37.5 | 78.3 | 24.6 |
IBIS DS120 | 42.6 | 37.4 | 37.4 | 83.8 | 29.9 |
Cons-PPISP DS120 | 46.5 | 30.6 | 36.9 | 80.4 | 26.7 |
Meta-PPISP DS120 | 49.0 | 26.7 | 34.6 | 81.1 | 26.2 |
Promate DS120 | 36.5 | 30.3 | 33.1 | 77.1 | 19.5 |
T-PIP DS236 | 53.2 | 55.3 | 52.1 | 85.3 | 44.8 |
PrISE DS236 | 41.2 | 47.5 | 41.5 | 81.0 | 32.0 |
IBIS DS236 | 40.9 | 36.9 | 36.2 | 83.6 | 28.8 |