Table 5 Validation of KD4i by 10 fold cross-validation
Fold | Accuracy | Sensitivity | Specificity | Precision | NPV | MCC |
|---|---|---|---|---|---|---|
0 | 77% | 87% | 67% | 76% | 81% | 0.55 |
1 | 83% | 93% | 74% | 78% | 91% | 0.68 |
2 | 78% | 85% | 71% | 76% | 81% | 0.56 |
3 | 79% | 96% | 63% | 72% | 94% | 0.62 |
4 | 78% | 88% | 68% | 74% | 85% | 0.57 |
5 | 73% | 86% | 60% | 67% | 82% | 0.48 |
6 | 77% | 85% | 71% | 73% | 83% | 0.56 |
7 | 82% | 90% | 74% | 79% | 87% | 0.65 |
8 | 83% | 85% | 81% | 83% | 83% | 0.66 |
9 | 79% | 90% | 65% | 76% | 85% | 0.58 |
Average | 79% | 89% | 69% | 75% | 85% | 0.59 |