Where sim denotes fingerprint similarity, threshold nov and threshold div are predefined similarity thresholds for novelty and diversity, I and C are the initial set of good molecules and model discovered molecules as defined in previous sections. A molecule that satisfies novelty/diversity criterion has C N D (x) = 1 and C N D (x) = 0 otherwise.