where I k is 1 if the k th compound in S is active and 0 otherwise, as defined in Section 4.2. We repeat this calculation by modifying the subset represented in eq 1 for each building block in each position of the library. Comparing building blocks by their P(active) values then allows us to identify the most productive building blocks for each position.