CSNN can effectively be used to enrich the positive hits (Z-score > 3), with high specificity (0.948) and an enriched hit rate of 18%. A predicted hit was defined as the CSNN prediction for K i < 100 nM, and the label is not `No Effect'. The precision is markedly low (0.182), showing difficulty in positive hits.