Loan default prediction on Lending Club

90AUC

GWE + BlendNet

Updated 1mo ago

Evaluation Results

Method
GWE + BlendNet 2026.03	90	81	75
STRIKE 2026.04	75.03	-	-
LR, SVM, DTree, RF 2026.03	74	74	-
SR-1D-CNN 2026.04	72.71	-	-
SVM, MLP, DTree, RF, XGBoost, AdaBoost 2026.03	72.56	66	-
GBDT 2026.04	72.17	-	-
LightGBM 2026.04	72.17	-	-
TabNet 2026.04	72.17	-	-
XGBoost 2026.04	72.14	-	-
1D CNN 2026.04	72.09	-	-
AdaBoost 2026.04	71.99	-	-
CatBoost 2026.04	71.9	-	-
DCN-V2 2026.04	71.8	-	-
DeepFM 2026.04	71.77	-	-
LR 2026.04	71.44	-	-
MLP 2026.04	70.08	-	-
RF 2026.04	70	-	-
LR, SVM, LNN, DNN 2026.03	64	62	-
DT 2026.04	62.57	-	-
RF, SVM, NN, GBoost 2026.03	59	56	56