Fig. 3

Logistic regression receiver operating characteristic (ROC) by region. The ROC curves for the best performing logistic regression model for each ear region. The dashed line is the expected performance for a random binary classifier. Area Under the Curve (AUC) values closer to 1.0 indicate high performance with low false positive and false negative events