Table 3.
Ten-fold cross-validation results on dataset RPI488.
Testing set | Accuracy (%) | Precision (%) | Sensitivity (%) | Specificity (%) | MCC (%) |
---|---|---|---|---|---|
1 | 91.84 | 100.0 | 83.33 | 100.0 | 84.76 |
2 | 87.76 | 94.00 | 77.27 | 96.30 | 75.91 |
3 | 87.76 | 88.89 | 88.89 | 86.36 | 75.25 |
4 | 95.92 | 100.0 | 92.00 | 100.0 | 92.15 |
5 | 75.51 | 75.00 | 60.00 | 86.21 | 48.43 |
6 | 91.84 | 91.30 | 91.30 | 92.31 | 83.61 |
7 | 93.75 | 100.0 | 86.36 | 100.0 | 87.99 |
8 | 87.50 | 96.30 | 83.87 | 94.12 | 75.19 |
9 | 91.60 | 95.24 | 86.96 | 96.00 | 83.54 |
10 | 91.67 | 91.67 | 91.67 | 91.67 | 83.83 |
Average | 89.52 | 93.28 | 94.30 | 84.17 | 79.02 |