TABLE 7. Classification Metrics for the Four Pairs of Datasets.
Metric | Baseline | ||
---|---|---|---|
Logit | XGB | RF | |
Accuracy | 0.625 | 0.628 | 0.645 |
Precision | 0.604 | 0.594 | 0.606 |
Recall | 0.268 | 0.315 | 0.396 |
F1 | 0.371 | 0.411 | 0.479 |
AUC-ROC | 0.618 | 0.647 | 0.669 |
(a) Baseline (N=593,233, N=490,168) |
Best AUC-ROC scores are highlighted in each dataset pair.