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The device Finding out algorithm, random forest, along with MACCS descriptors, is used for prediction. It offers a swift screening method for evaluating chemical toxicity, figuring out molecular factors that enhance or lessen toxicity, and supplying fragment contribution predictions.Incubates and samples were analyzed by liquid chromatography-subst