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Predicting acute toxicity of pesticides towards Daphnia magna with random forest algorithm

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A large number of pesticides are released into the environment, resulting in serious threat for aquatic organisms. In this work, 15 quantum chemical descriptors were used to develop a quantitative structure-activity/toxicity relationship (QSAR/QSTR) model for ... ...