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Loan default prediction on Lending Club
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90
AUC
GWE + BlendNet
57.76
66.13
74.5
82.87
Mar 19, 2026
AUC
Recall
F1-Macro
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
Recall
F1-Macro
GWE + BlendNet
Study=This study
2026.03
90
81
75
LR, SVM, DTree, RF
Study=Zhu et al. [79]
2026.03
74
74
-
SVM, MLP, DTree, RF, XGBoost, AdaBoost
Study=Akinjole et al....
2026.03
72.56
66
-
LR, SVM, LNN, DNN
Study=Turiel and Aste...
2026.03
64
62
-
RF, SVM, NN, GBoost
Study=Singh [77]
2026.03
59
56
56
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