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. 2018 Feb 16;8:3141. doi: 10.1038/s41598-018-21431-9

Table 5.

Validation results of models built upon datasets with different attribute combinations.

Attributes III-A III-B
Accuracy F1 score Accuracy F1 score
Dose + PChem 93% 75% 96% 92%
Dose + QM 94% 74% 92% 84%
Dose + Tox 86% 30% 89% 78%
Dose + PChem + QM 93% 75% 94% 87%
Dose + PChem + Tox 95% 81% 96% 93%