Table 11 Accuracy comparison for three scenarios.
From: A robust and statistical analyzed predictive model for drug toxicity using machine learning
| Â | Accuracy | |||
|---|---|---|---|---|
Sr. No. | Classifier | Q I | Q II | Q III |
1 | GP | 53% | 55% | 57% |
2 | LR | 58% | 60% | 65% |
3 | SMO | 57% | 64% | 67% |
4 | Kstar | 64% | 81% | 85% |
5 | Bagging | 60% | 64% | 68% |
6 | DT | 54% | 54% | 58% |
7 | RF | 63% | 76% | 81% |
8 | OEKRF | 77% | 89% | 93% |
