Table 3 Five-fold cross-validation results for six SVM models trained from MDD-identified motifs
Dataset | Number of positive data | Number of negative data | Sn | Sp | Acc | MCC |
|---|---|---|---|---|---|---|
All Data | 430 | 860 | 62.0% | 61.3% | 61.6% | 0.22 |
Glutar 1 | 102 | 204 | 80.6% | 63.7% | 69.4% | 0.42 |
Glutar 2 | 59 | 120 | 64.5% | 67.7% | 66.7% | 0.31 |
Glutar 3 | 60 | 120 | 60.0% | 59.2% | 59.5% | 0.18 |
Glutar 4 | 55 | 110 | 66.1% | 60.2% | 62.1% | 0.25 |
Glutar 5 | 62 | 121 | 75.8% | 59.7% | 65.1% | 0.33 |
Glutar 6 | 92 | 185 | 72.1% | 62.5% | 65.7% | 0.33 |
Combined result | 430 | 860 | 67.7% | 61.9% | 63.8% | 0.28 |