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ROC curve and confusion matrix for six ML models. A: ROC curve for LR; B: ROC curve for SVM; C: ROC curve for RF; D: ROC curve for KNN; E: ROC curve for DT; F: ROC curve for XGboost; a: confusion matrix for LR; b: confusion matrix for SVM; c: confusion matrix for RF; d: confusion matrix for KNN; e: confusion matrix for DT; f: confusion matrix for XGboost