Binary Classification on PubMed (Accuracy)
78.64AccuracyRelational + C&S
Evaluation Results
| Method | Links | |
|---|---|---|
| Relational + C&SRelational=true, Interpretability=Yes, Rules=No2023.08 | 78.64 | |
| R-DCRRelational=true, Interpretability=Yes, Rules=Learnt2023.08 | 75.86 | |
| R-CBM-LinearRelational=true, Interpretability=Yes, Rules=No2023.08 | 75.36 | |
| RelationalRelational=true, Interpretability=No, Rules=No2023.08 | 74.93 | |
| DeepStochLogRelational=true, Interpretability=Yes, Rules=Given2023.08 | 74.88 | |
| FeedforwardRelational=false, Interpretability=No, Rules=No2023.08 | 68.83 | |
| R-CBM-DeepRelational=true, Interpretability=Partial, Rules=No2023.08 | 66.92 |