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ROC curve of the validation cohort. AUC of each model is 0.73 (95% CI 0.60–0.85) in Bayes Net model, 0.69 (95% CI 0.56–0.81) in Logistic regression model, 0.79 (95% CI 0.68–0.89) in Deep Learning model 0.63 (95% CI 0.50–0.76) in Random Forest model, and 0.60 (95% CI 0.47–0.74) in Gradient Boosting model.
