Table 2. The 10-fold, 8-fold and 6-fold cross-validation results by the predictor on the benchmark dataset .
Cross-validation | Sen (%) | Spe (%) | Acc (%) | AUC | MCC |
---|---|---|---|---|---|
10-fold | 50.65 ± 0.63 | 89.67 ± 0.27 | 80.02 ± 0.27 | 0.782 ± 0.003 | 0.432 ± 0.007 |
8-fold | 50.25 ± 0.90 | 89.65 ± 0.34 | 79.91 ± 0.27 | 0.782 ± 0.002 | 0.428 ± 0.007 |
6-fold | 49.95 ± 0.62 | 89.70 ± 0.35 | 79.87 ± 0.35 | 0.781 ± 0.002 | 0.426 ± 0.009 |
LOO | 51.07 | 89.42 | 79.94 | 0.782 | 0.431 |
The experiments have been executed 30 times for every cross-validation and the results were the mean standard variation.