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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