1140-Evaluating Feature Reduction Methods for Drug model

This study evaluates various feature reduction (FR) techniques to enhance drug response prediction (DRP) using machine learning on high-dimensional molecular data. Researchers compared nine knowledge-based and data-driven methods across thousands of tests involving cancer cell lines and human tumor samples. While techniques like sparse principal components and Landmark genes performed well on cell...去小宇宙查看完整单集简介
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