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The device learning algorithm, random forest, as well as MACCS descriptors, is employed for prediction. It provides a swift screening approach for evaluating chemical toxicity, pinpointing molecular parts that raise or reduce toxicity, and furnishing fragment contribution predictions.LDH assay, according to the measurement of the activity of lactat