Research Article
Optimization Method of an Antibreast Cancer Drug Candidate Based on Machine Learning
Table 3
Qualitative prediction accuracy of biological activity.
| ADMET | Accuracy | Precision | Recall | F1 score |
| Caco-2 | 0.8830 | 0.8158 | 0.3735 | 0.5124 | CYP3A4 | 0.8230 | 0.8286 | 0.7436 | 0.7838 | hERG | 0.7660 | 0.7091 | 0.5147 | 0.6142 | HOB | 0.7979 | 0.5263 | 0.1333 | 0.2127 | MN | 0.9149 | 0.9444 | 0.7907 | 0.8608 |
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