Table 3.

Accuracy, F1 and ROC/AUC outcomes scores.

Model	Accuracy	F1	ROC AUC
Gradient Boosting	0.925	0.926829	0.9425
Decision Trees	0.925	0.926829	0.9250
Hist Gradient Boosting	0.975	0.974359	0.9675
XGBoost	0.975	0.974359	0.9600