Table 3 The AUC scores of the ensemble classifier and the best single classifier for 19 PubChem assays
From: Comprehensive ensemble in QSAR prediction for drug discovery
Assay ID | The Best Single Classifier (AUC) | The Ensemble Classifier (AUC) |
|---|---|---|
1851_1a2 | 0.922 | 0.934 |
1851_2c19 | 0.885 | 0.900 |
1851_2c9 | 0.88 | 0.898 |
1851_2d6 | 0.867 | 0.884 |
1851_3a4 | 0.895 | 0.914 |
1915 | 0.758 | 0.755 |
2358 | 0.787 | 0.803 |
463213 | 0.685 | 0.689 |
463215 | 0.630 | 0.627 |
488912 | 0.693 | 0.698 |
488915 | 0.731 | 0.735 |
488917 | 0.814 | 0.834 |
488918 | 0.778 | 0.799 |
492992 | 0.849 | 0.845 |
504607 | 0.694 | 0.721 |
624504 | 0.884 | 0.897 |
651739 | 0.802 | 0.804 |
651744 | 0.899 | 0.901 |
652065 | 0.800 | 0.826 |