Multi-label Binary Classification on HIV MoleculeNet (test)
0.796AUCRF
Evaluation Results
| Method | Links | |
|---|---|---|
| RFCategory=ensemble method2019.09 | 0.796 | |
| GCNCategory=graph network2019.09 | 0.763 | |
| ELCNCategory=ensemble method2019.09 | 0.757 | |
| GBDTCategory=ensemble method2019.09 | 0.748 | |
| ALCNCategory=single model extension of LCN2019.09 | 0.738 | |
| LLNCategory=single model extension of LCN2019.09 | 0.737 | |
| LCNCategory=(oblique) decision tree2019.09 | 0.728 | |
| HHCARTCategory=(oblique) decision tree2019.09 | 0.636 | |
| TAOCategory=(oblique) decision tree2019.09 | 0.627 | |
| CARTCategory=(oblique) decision tree2019.09 | 0.544 |