In addition to identifying more active compounds than the Similarity Baseline, the RF-C model also prioritized compounds that are less similar to the training set actives. The Tanimoto distances from the RF-C model's active prioritized compounds to the most similar training set active tended to be larger than those from the Similarity Baseline (Figure ).