Multi-label Binary Classification on SIDER MoleculeNet (test)
68.5AUCRF
Evaluation Results
| Method | Links | |
|---|---|---|
| RFCategory=ensemble method2019.09 | 68.5 | |
| ELCNCategory=ensemble method2019.09 | 68.5 | |
| LLNCategory=single model extension of LCN2019.09 | 67.7 | |
| GBDTCategory=ensemble method2019.09 | 66.8 | |
| ALCNCategory=single model extension of LCN2019.09 | 65.3 | |
| GCNCategory=graph network, Note=Non-standard splitting2019.09 | 63.8 | |
| LCNCategory=(oblique) decision tree2019.09 | 62.4 | |
| TAOCategory=(oblique) decision tree2019.09 | 57.7 | |
| CARTCategory=(oblique) decision tree2019.09 | 57 | |
| HHCARTCategory=(oblique) decision tree2019.09 | 57 |