The machine Mastering algorithm, random forest, coupled with MACCS descriptors, is utilized for prediction. It offers a swift screening system for assessing chemical toxicity, figuring out molecular parts that improve or lessen toxicity, and supplying fragment contribution predictions.2 µM for four-CMC signifies this NPS displays average inhibitor