Table 4 The paired student t-test results between the base classifier algorithms and the ELAS
Metric | Comparison | 1-year tasks | 3-year tasks | 5-year tasks | All tasks |
|---|---|---|---|---|---|
AUROC | SVM versus SVM-ELAS | < 0.01 | < 0.01 | 0.411 | < 0.01 |
|  | L2-LR versus L2-LR-ELAS | 0.487 | < 0.01 | < 0.01 | < 0.01 |
|  | CART versus CART-ELAS | < 0.01 | < 0.01 | < 0.01 | < 0.01 |
AUPRC | SVM versus SVM-ELAS | 0.165 | < 0.01 | 0.378 | < 0.01 |
|  | L2-LR versus L2-LR-ELAS | 0.093 | < 0.01 | 0.011 | 0.015 |
|  | CART versus CART-ELAS | < 0.01 | < 0.01 | < 0.01 | < 0.01 |