Table 1.
Prediction results by using two classifiers on H. sapiens and M. musculus datasets.
| Test set | Classifier | Acc. (%) | Pre. (%) | Sen. (%) | MCC (%) | F-score (%) | AUC |
|---|---|---|---|---|---|---|---|
| H. sapiens | |||||||
| real dataset | SVM | 80.92 | 78.83 | 84.54 | 62.00 | 81.59 | 0.8707 |
| RF | 86.23 | 84.09 | 89.37 | 72.61 | 86.65 | 0.8623 | |
| constructed dataset | SVM | 95.41 | 91.59 | 100.00 | 91.21 | 95.61 | 0.9283 |
| RF | 95.41 | 91.59 | 100.00 | 91.21 | 95.61 | 0.9541 | |
| M. musculus | |||||||
| real dataset | SVM | 80.17 | 75.36 | 89.66 | 61.46 | 81.89 | 0.8249 |
| RF | 85.34 | 90.20 | 79.31 | 71.21 | 84.40 | 0.8534 | |
| constructed dataset | SVM | 94.83 | 96.43 | 93.10 | 89.71 | 94.74 | 0.9643 |
| RF | 94.83 | 100.00 | 89.66 | 90.14 | 94.55 | 0.9483 | |