Lead generation library design is an iterative process of selecting compounds that would make ideal drug candidates. We propose a visual analytics model for effective evaluation of various compound selection strategies. This model incorporates a clustering strategy and a set of evaluation metrics for understanding the current state of knowledge to enable decision making and process customization between iterations.
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Konecni et al. (2009) studied this question.