Table 1 Prediction performance evaluated by the 5-fold cross-validation using the training dataset, RB147
From: Predicting RNA-binding residues from evolutionary information and sequence conservation
Predictors | Sensitivity | Specificity | Precision | Accuracy | MCC | F-score | F0.5-score |
|---|---|---|---|---|---|---|---|
ProteRNASVM | 38.85% ± 0.46% | 97.01% ± 0.09% | 75.99% ± 0.48% | 85.93% ± 0.08% | 0.4732 ± 0.0036 | 0.5170 ± 0.0040 | 0.6343 ± 0.0034 |
ProteRNAWildSpan | 12.28% | 96.26% | 43.60% | 80.27% | 0.1489 | 0.1916 | 0.2887 |
ProteRNA | 44.84% ± 0.37% | 93.56% ± 0.09% | 62.10% ± 0.25% | 84.28% ± 0.06% | 0.4378 ± 0.0027 | 0.5208 ± 0.0027 | 0.5766 ± 0.0022 |