Table 3 Prediction performance of two-state classification based on different thresholds
From: PredRSA: a gradient boosted regression trees approach for predicting protein solvent accessibility
| Â | Manesh-215 | CB-502 | CASP10 | |||
|---|---|---|---|---|---|---|
Threshold(%) | ACC(%) | MCC | ACC(%) | MCC | ACC(%) | MCC |
5 | 80.1 | 0.54 | 77.9 | 0.50 | 78.5 | 0.48 |
10 | 81.7 | 0.63 | 79.0 | 0.58 | 79.1 | 0.57 |
20 | 81.0 | 0.61 | 80.5 | 0.60 | 78.3 | 0.56 |
25 | 81.2 | 0.58 | 81.0 | 0.57 | 79.7 | 0.56 |
30 | 82.4 | 0.54 | 82.1 | 0.52 | 80.5 | 0.51 |
40 | 87.1 | 0.42 | 86.8 | 0.39 | 85.0 | 0.40 |
50 | 93.2 | 0.25 | 93.0 | 0.23 | 91.2 | 0.30 |