Evolving interpretable structure-activity relationships. 1. Reduced graph queries.

Abstract excerpt

A new machine learning method is presented for extracting interpretable structure-activity relationships from screening data. The method is based on an evolutionary algorithm and reduced graphs and aims to evolve a reduced graph query (subgraph) that is present within the active compounds and abs...

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