Blinded Predictions and Post Hoc Analysis of the Second Solubility Challenge Data: Exploring Training Data and Feature Set Selection for Machine and Deep Learning Models

Jonathan G. M. Conn, James W. Carter, Justin J. A. Conn, Vigneshwari Subramanian, Andrew Baxter, Ola Engkvist, Antonio LlinĂ s, Ekaterina Ratkova, Stephen D. Pickett, James L. McDonagh, David S. Palmer. Blinded Predictions and Post Hoc Analysis of the Second Solubility Challenge Data: Exploring Training Data and Feature Set Selection for Machine and Deep Learning Models. Journal of Chemical Information and Computer Sciences, 63(4):1099-1113, February 2023. [doi]

Abstract

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