Multi-class Classification on Hanoi
100ROC AUCDeepStochLog
Evaluation Results
| Method | Links | |
|---|---|---|
| DeepStochLogRelational=true, Interpretability=Yes, Rules=Given2023.08 | 100 | |
| R-CBM-LinearRelational=true, Interpretability=Yes, Rules=No2023.08 | 100 | |
| R-CBM-DeepRelational=true, Interpretability=Partial, Rules=No2023.08 | 100 | |
| RelationalRelational=true, Interpretability=No, Rules=No2023.08 | 98.77 | |
| R-DCR-LowRelational=true, Interpretability=Yes, Rules=Learnt2023.08 | 90.62 | |
| R-DCRRelational=true, Interpretability=Yes, Rules=Learnt2023.08 | 82.91 | |
| DCRRelational=false, Interpretability=Yes, Rules=Learnt2023.08 | 54.94 | |
| Flat-CBMRelational=true, Interpretability=Yes, Rules=No2023.08 | 54.58 | |
| FeedforwardRelational=false, Interpretability=No, Rules=No2023.08 | 54.36 | |
| CBM-DeepRelational=false, Interpretability=Partial, Rules=No2023.08 | 51.02 | |
| CBM-LinearRelational=false, Interpretability=Yes, Rules=No2023.08 | 50.74 |