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Illustration of the AUC (a), Sensitivity (b), and Specificity (c) after a leave-one-out crossvalidation for the multi-linear classifier, AdaBoost, and Extra-Trees. The multi-linear utilizes the optimal subset of 13 morphological features, while AdaBoost and Extra-Trees use the 24 metrics. Extra-trees performance ranks best and is followed by the AdaBoost and Multi-linear classifier.
