Table 4 CFS prediction from in-data and tenfold cross-validations
Model and prediction type | Accuracy | Sensitivity | Specificity | FDR |
|---|---|---|---|---|
In-data-unconstrained model | 100.0 | 100.0 | 100.0 | 0.0 |
In-data-constrained model | 100.0 | 100.0 | 100.0 | 0.0 |
K-fold-constrained model | 79.2 | 74.4 | 82.8 | 23.8 |
K-fold-set1 | 72.7 | 60.0 | 83.3 | 25.0 |
K-fold-set2 | 70.0 | 75.0 | 66.7 | 40.0 |
K-fold-set3 | 80.0 | 75.0 | 83.3 | 25.0 |
K-fold-set4 | 100.0 | 100.0 | 100.0 | 0.0 |
K-fold-set5 | 70.0 | 50.0 | 83.3 | 33.3 |
K-fold-set6 | 70.0 | 50.0 | 83.3 | 33.3 |
K-fold-set7 | 70.0 | 75.0 | 66.7 | 40.0 |
K-fold-set8 | 70.0 | 75.0 | 66.7 | 40.0 |
K-fold-set9 | 100.0 | 100.0 | 100.0 | 0.0 |
K-fold-set10 | 90.0 | 80.0 | 100.0 | 0.0 |