Fig. 3From: Integrative approach for detecting membrane proteinsChoice of the optimal constituent classifiers among 50 classifiers. In the pair (x, y), x refers to the number of top-ranked components in the optimal feature set, and y refers to the achieved accuracy using those x components. The accuracy peaked when the number of top-ranked components were 3, 5, 15, 11, 1 for the OET-KNN V50-, KNN V50-, SVM-, GBM-, and RF-based ensembles, respectivelyBack to article page