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Comparison of the statistical models’ performance with ROC curves. Blue dashed lines signify the performance of a random classifier. The legends in the subplots indicates the AUC of the statistical models with 95% confidence intervals. (a) Demonstrates ROC curves of the Multi-layer Perceptron, Decision Tree and Logistic Regression models for prediction of KOA onset and (b) for deterioration of KOA.
