Table 3.
5-fold cross-validation results were generated through the proposed method on the ion channel dataset.
Testing set | Accuracy (%) | Precision (%) | Sensitivity (%) | MCC (%) | AUC | AUPR |
---|---|---|---|---|---|---|
1 | 85.59 | 86.76 | 84.12 | 75.33 | 0.9292 | 0.8435 |
2 | 86.95 | 87.63 | 86.15 | 77.30 | 0.9431 | 0.8686 |
3 | 87.63 | 88.18 | 87.29 | 78.31 | 0.9323 | 0.8633 |
4 | 85.59 | 83.16 | 87.59 | 75.31 | 0.9370 | 0.8056 |
5 | 83.90 | 86.01 | 81.73 | 72.96 | 0.9146 | 0.8287 |
Average | 85.93 ± 1.44 | 86.35 ± 1.96 | 85.38 ± 2.45 | 75.84 ± 2.07 | 0.9312 ± 0.0107 | 0.8419 ± 0.0258 |