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Performance of 21 prediction models by 5-fold CV results based on the training dataset that was consisted of 1:2 ratio of positive and negative samples. (A) ROC curves with the RF based 7 different prediction models, (B) ROC curves with the ADA based 7 different prediction models, (C) ROC curves with the SVM based 7 different prediction models, and (D) ROC curves for the best prediction models with ADA, SVM, and RF.
