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The machine Finding out algorithm, random forest, as well as MACCS descriptors, is utilized for prediction. It offers a swift screening method for evaluating chemical toxicity, pinpointing molecular elements that maximize or minimize toxicity, and providing fragment contribution predictions.2015). Methcathinone derivatives with equivalent affinity