Table 3 Comparison of different classifiers using a synergy score of [− 10, 10] range.
From: Harnessing machine learning to find synergistic combinations for FDA-approved cancer drugs
Method | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
NB | 96.196 | 73.308 | 97.575 | 81.765 |
RF | 99.927 | 99.676 | 98.633 | 98.571 |
KNN | 98.715 | 93.224 | 93.004 | 92.633 |
LR | 92.548 | 73.559 | 93.675 | 79.771 |
