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Table 2 Optimized parameters of the RF models from fivefold cross-validation on the training set when the cutoff is 50%

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 31
min_samples_leaf The minimum number of samples required to be at a leaf node 6