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Table 1 Hyper-parameters of Random Forest and SVM

From: Novel deep learning model for more accurate prediction of drug-drug interaction effects

Random Forest SVM
Criterion Minimum samples leaf Minimum samples split Number of estimators C Loss Maximum iteration Penalty
Gini impurity 1 2 10 1 Square of the hinge loss 1000 L2