List your company
ResearchFormerly WizWand

Global Counterfactual Explanations on German Credit

100EffectivenessCET
49.320862.477975.63588.7921May 29, 2024
Updated 6mo ago

Evaluation results

MethodLinks
CETModel Architecture=XGB, s=42024.051002.73
Group-CFModel Architecture=XGB, s=42024.051005.78
GLANCEModel Architecture=LR, s=42024.051001.21
GLANCEModel Architecture=XGB, s=42024.051001.06
CETClassifier=DNN, s=82024.051001.27
GLANCEClassifier=LR, s=82024.051001.18
CETClassifier=XGB, s=82024.051002.18
Group-CFClassifier=XGB, s=82024.051004.05
GLANCEClassifier=XGB, s=82024.051001.02
Group-CFClassifier=DNN, s=82024.0599.62.49
Group-CFClassifier=LR, s=82024.0598.910.56
CETClassifier=LR, s=82024.0598.752.02
dGLOBE-CEClassifier=DNN, s=82024.0598.092.34
Group-CFModel Architecture=DNN, s=42024.0597.81.85
Group-CFModel Architecture=LR, s=42024.0597.69.34
dGLOBE-CEModel Architecture=DNN, s=42024.0597.362.49
CETModel Architecture=DNN, s=42024.0597.31.58
CETModel Architecture=LR, s=42024.0596.52.42
GLANCEClassifier=DNN, s=82024.0596.430.86
GLOBE-CEClassifier=DNN, s=82024.0595.551.88
GLANCEModel Architecture=DNN, s=42024.0595.311.25
GLOBE-CEModel Architecture=DNN, s=42024.0595.122.11
dGLOBE-CEClassifier=XGB, s=82024.0588.172.64
dGLOBE-CEModel Architecture=XGB, s=42024.0586.962.66
GLOBE-CEModel Architecture=XGB, s=42024.0577.052.52
GLOBE-CEClassifier=XGB, s=82024.0577.052.49
Fast AReSModel Architecture=LR, s=42024.0575.271
Fast AReSClassifier=LR, s=82024.0571.91
dGLOBE-CEModel Architecture=LR, s=42024.0569.892.47
dGLOBE-CEClassifier=LR, s=82024.0569.892.47
Fast AReSClassifier=XGB, s=82024.0568.881
Fast AReSClassifier=DNN, s=82024.0565.471
GLOBE-CEClassifier=LR, s=82024.0557.552.25
GLOBE-CEModel Architecture=LR, s=42024.0557.092.27
Fast AReSModel Architecture=DNN, s=42024.0552.391
Fast AReSModel Architecture=XGB, s=42024.0551.271