Similarity Baseline: The baseline model represents a simple strategy for prioritizing compounds based on their similarity to known actives. It ignores the inactive compounds in the training data. Given the known actives in the training data and a query molecule, the Similarity Baseline calculates the Tanimoto similarity between each active and the query.