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The equipment Understanding algorithm, random forest, along with MACCS descriptors, is utilized for prediction. It provides a swift screening approach for examining chemical toxicity, identifying molecular parts that increase or lower toxicity, and furnishing fragment contribution predictions.two µM for four-CMC signifies this NPS reveals reasonab