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Table 3 Prediction performance of classification models in PredAOT on the test dataset

From: PredAOT: a computational framework for prediction of acute oral toxicity based on multiple random forest models

 

AUROC

MCC

PPV

NPV

Mouse

0.7778

0.5514

0.6627

0.8845

Rat

0.7442

0.4929

0.6435

0.8539

  1. AUROC, area under receiver operating characteristic; MCC, Matthew’s correlation coefficient; PPV, positive predictive value; NPV, negative predictive value