All RF models were trained using 5-fold cross validation, and the performance of the models was evaluated on the test set. The evaluation metrics computed were MCC for classification and Pearson r and RMSE for regression tasks. For comparison purposes, a single average performance metric was calculated for QSAR RF models trained and tested on each target of the set independently.