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stat.AP2019
Inference for Hit Enrichment Curves, with Applications to Drug Discovery
Jeremy R. Ash, Jacqueline M. Hughes-Oliver
In virtual screening for drug discovery, hit enrichment curves are widely used to assess the performance of ranking algorithms with regard to their ability to identify early enrich…
stat.AP2012★ 1 cited
Efficient, adaptive cross-validation for tuning and comparing models, with application to drug discovery
Hui Shen, William J. Welch, Jacqueline M. Hughes-Oliver
Cross-validation (CV) is widely used for tuning a model with respect to user-selected parameters and for selecting a "best" model. For example, the method of -nearest neighbors…