Multi-class classification on RPS
1ROC-AUCRelational
Evaluation Results
| Method | Links | |
|---|---|---|
| RelationalRelational=true, Interpretability=No, Rules=No2023.08 | 1 | |
| DeepStochLogRelational=true, Interpretability=Yes, Rules=Given2023.08 | 1 | |
| R-CBM-LinearRelational=true, Interpretability=Yes, Rules=No2023.08 | 1 | |
| R-CBM-DeepRelational=true, Interpretability=Partial, Rules=No2023.08 | 1 | |
| R-DCRRelational=true, Interpretability=Yes, Rules=Learnt2023.08 | 0.9877 | |
| R-DCR-LowRelational=true, Interpretability=Yes, Rules=Learnt2023.08 | 0.9811 | |
| DCRRelational=false, Interpretability=Yes, Rules=Learnt2023.08 | 0.6448 | |
| FeedforwardRelational=false, Interpretability=No, Rules=No2023.08 | 0.6446 | |
| CBM-LinearRelational=false, Interpretability=Yes, Rules=No2023.08 | 0.5474 | |
| CBM-DeepRelational=false, Interpretability=Partial, Rules=No2023.08 | 0.5301 | |
| Flat-CBMRelational=true, Interpretability=Yes, Rules=No2023.08 | 0.5104 |