Table 1.

10-Fold cross-validation performance metrics, mean.

Performance metric	Log. regression mean (1 Quarter)	Log. regression L2 mean (2 Quarters)	XGB mean (2 Quarters)
Area Under the Curve	0.8113	0.8632	0.8786
Accuracy	0.8531	0.8411	0.8895
Balanced Accuracy	0.7628	0.7925	0.7894
Sensitivity	0.6710	0.7429	0.6876
Specificity	0.8547	0.8420	0.8912
Positive Prediction Value	0.0354	0.0359	0.0479
Negative Prediction Value	0.9969	0.9974	0.9971