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BESTox is a convolutional neural network regression model for acute oral toxicity prediction. The model was trained and evaluated on the Oral Rat LD50 data set. In a benchmark dataset, this model achieved 0.619, 0.603, 0.433 for R2 (squared Pearson correlation coefficient), RMSE and MAE respectively.
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