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Table 4 Area under ROC curve (AUCROC) and area under PR curve (AUCPR) of random forest and support vector machine classification models using different feature sets

From: Predicting drug target interactions using meta-path-based semantic network analysis

topological feature Random Forest Support Vector Machine
AUCROC AUCPR AUCROC AUCPR
Feature set I 0.891 0.772 0.871 0.729
Feature set II 0.927 0.826 0.905 0.768
Feature set III 0.938 0.857 0.922 0.795