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Table 3 Statistics of binary classification modelsĀ built upon different feature sets and using different machine learning algorithms

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

topological feature Dataset Random Forest Support Vector Machine
mtry F1-score C Ī» F1-score
Feature set I Training 12 0.780 8 0.250 0.766
Test 0.735 0.719
Feature set II Training 13 0.844 16 0.062 0.810
Test 0.790 0.763
Feature set III Training 13 0.859 16 0.016 0.843
Test 0.810 0.798