Table 6 Optimized parameters of the RF models from fivefold cross-validation on the training set when the cutoff is 20%
From: HobPre: accurate prediction of human oral bioavailability for small molecules
Parameters | Parameters meaning | Optimal value |
|---|---|---|
n_estimators | The number of trees in the forest | 10 |
min_samples_leaf | The minimum number of samples required to be at a leaf node | 6 |