{ "Decision Tree": { "accuracy": 0.9688, "precision": 0.9777, "recall": 0.9554, "f1": 0.9664, "roc_auc": 0.9904 }, "Logistic Regression": { "accuracy": 0.9212, "precision": 0.9443, "recall": 0.8847, "f1": 0.9135, "roc_auc": 0.9727 }, "SVM": { "accuracy": 0.9537, "precision": 0.9831, "recall": 0.9173, "f1": 0.9491, "roc_auc": 0.9866 } }