List your company
ResearchFormerly WizWand

Global Counterfactual Explanations on HELOC

100EffectivenessCET
4.829629.537354.24578.9527May 29, 2024
Updated 6mo ago

Evaluation results

MethodLinks
CETModel Architecture=LR, s=42024.051003.57
GLANCEModel Architecture=LR, s=42024.051001.55
dGLOBE-CEClassifier=DNN, s=82024.051006.65
CETClassifier=LR, s=82024.051002.99
GLANCEClassifier=LR, s=82024.051001.2
GLANCEClassifier=DNN, s=82024.0599.989.42
dGLOBE-CEModel Architecture=DNN, s=42024.0599.9611.07
GLANCEModel Architecture=DNN, s=42024.0599.9411.24
GLOBE-CEModel Architecture=LR, s=42024.0599.90.66
dGLOBE-CEModel Architecture=LR, s=42024.0599.91.63
GLOBE-CEClassifier=LR, s=82024.0599.90.55
dGLOBE-CEClassifier=LR, s=82024.0599.91.63
CETClassifier=DNN, s=82024.0599.368.86
GLANCEClassifier=XGB, s=82024.059916.65
GLANCEModel Architecture=XGB, s=42024.0598.9419.99
Group-CFClassifier=LR, s=82024.0596.61.98
Group-CFModel Architecture=LR, s=42024.0590.62.4
CETClassifier=XGB, s=82024.0590.2512.99
CETModel Architecture=DNN, s=42024.0586.788.67
CETModel Architecture=XGB, s=42024.0586.7812.51
Group-CFClassifier=DNN, s=82024.0584.81.98
dGLOBE-CEClassifier=XGB, s=82024.0581.95128
Group-CFClassifier=XGB, s=82024.0581.45.14
Group-CFModel Architecture=DNN, s=42024.0580.43.09
Group-CFModel Architecture=XGB, s=42024.0578.45.63
dGLOBE-CEModel Architecture=XGB, s=42024.0577.64128
GLOBE-CEModel Architecture=DNN, s=42024.0547.1820.44
GLOBE-CEClassifier=XGB, s=82024.0529.1816.41
GLOBE-CEClassifier=DNN, s=82024.0529.027.88
GLOBE-CEModel Architecture=XGB, s=42024.0528.3332.73
Fast AReSClassifier=DNN, s=82024.0515.441.05
Fast AReSModel Architecture=DNN, s=42024.0512.191.03
Fast AReSClassifier=XGB, s=82024.0511.221.09
Fast AReSClassifier=LR, s=82024.0510.951.11
Fast AReSModel Architecture=LR, s=42024.059.231.12
Fast AReSModel Architecture=XGB, s=42024.058.491.16