Table 4 Comparison of ProteRNA with other predictors using the independent testing dataset, RB33
From: Predicting RNA-binding residues from evolutionary information and sequence conservation
Predictor* | TP | FP | TN | FN | Sensitivity | Specificity | Precision | Accuracy | MCC | F-score | F0.5-score |
|---|---|---|---|---|---|---|---|---|---|---|---|
ProteRNA | 222 | 340 | 8563 | 660 | 25.17% | 96.18% | 39.50% | 89.78% | 0.2628 | 0.3075 | 0.3546 |
PiRaNhA | 265 | 538 | 8365 | 617 | 30.05% | 93.96% | 33.00% | 88.20% | 0.2504 | 0.3145 | 0.3236 |
Pprint | 447 | 1782 | 7121 | 435 | 50.68% | 79.98% | 20.05% | 77.34% | 0.2094 | 0.2873 | 0.2281 |
BindN | 348 | 1613 | 7290 | 534 | 39.46% | 81.88% | 17.75% | 78.06% | 0.1527 | 0.2449 | 0.1994 |
PRIP | 131 | 835 | 8068 | 751 | 14.85% | 90.62% | 13.56% | 83.79% | 0.0526 | 0.1418 | 0.1380 |