Systematic evaluation of data preprocessing and model selection strategies for reliable pIC50 prediction of acetylcholinesterase inhibitors
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Predicting acetylcholinesterase (AChE) inhibitory activity is important in drug discovery. This study evaluates molecular descriptor - based machine learning models to predict AChE activity as pIC50 values. The primary objective was to comparatively investigat... ...
