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 |