Fig. 4From: Prediction of the synergistic effect of antimicrobial peptides and antimicrobial agents via supervised machine learningResults of the test phase (model predict) of the eventual oLGBMC model: (A) confusion matrix obtained by using whole feature set (Case 1), (B) confusion matrix after eliminating the correlated features (Case 2), (C) ROC curve obtained by using whole feature set (Case 1), and (D) ROC curve after eliminating the correlated features (Case 2)Back to article page