Classifier | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | Accuracy (%) | AUC (LB, UP) | p value |
---|---|---|---|---|---|---|---|
XGB-L | 100 | 100 | 100 | 100 | 100 | 1.00 | 2.00e−16 |
XGB-Tree | 100 | 100 | 1003 | 100 | 100 | 1.00 | 2.00e−16 |
CART (DT) | 100 | 100 | 100 | 100 | 100 | 1.00 | 2.00e−16 |
KNN | 89.71 | 100 | 100 | 91.11 | 95 | 0.99 | 2.00e−16 |
Naïve Bayes | 100 | 100 | 100 | 100 | 100 | 1.00 | 2.00e−16 |