In silico prediction of pesticide aquatic toxicity with chemical category approaches.

This study provides a useful tool for an early evaluation of pesticide aquatic toxicity in environmental risk assessment by using binary and ternary classification models constructed to predict aquatic toxicity via six machine learning methods.