Table 11 Performance of the machine learning classifiers for private original MOX2-5 datasets
ML classifier models | Mean accuracy | Precision | Recall | F1 | MCC |
|---|---|---|---|---|---|
RF | 99.00 | 99.00 | 99.00 | 99.07 | 98.80 |
Bagging | 99.00 | 99.00 | 99.00 | 99.20 | 98.70 |
ExtraTreesClassifier | 99.00 | 99.00 | 99.00 | 99.07 | 98.85 |
ADA | 59.00 | 70.00 | 62.00 | 70.30 | 67.17 |
GB | 99.00 | 99.00 | 99.00 | 99.50 | 99.00 |
Voting | 95.00 | 93.00 | 92.00 | 92.50 | 90.80 |
DummyClassifier | 27.31 | 27.00 | 27.00 | 27.00 | 00.00 |