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ResearchFormerly WizWand

Multi-class classification on RPS

1ROC-AUCRelational
0.4908160.6230080.75520.887392Aug 23, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RelationalRelational=true, Interpretability=No, Rules=No2023.081
DeepStochLogRelational=true, Interpretability=Yes, Rules=Given2023.081
R-CBM-LinearRelational=true, Interpretability=Yes, Rules=No2023.081
R-CBM-DeepRelational=true, Interpretability=Partial, Rules=No2023.081
R-DCRRelational=true, Interpretability=Yes, Rules=Learnt2023.080.9877
R-DCR-LowRelational=true, Interpretability=Yes, Rules=Learnt2023.080.9811
DCRRelational=false, Interpretability=Yes, Rules=Learnt2023.080.6448
FeedforwardRelational=false, Interpretability=No, Rules=No2023.080.6446
CBM-LinearRelational=false, Interpretability=Yes, Rules=No2023.080.5474
CBM-DeepRelational=false, Interpretability=Partial, Rules=No2023.080.5301
Flat-CBMRelational=true, Interpretability=Yes, Rules=No2023.080.5104