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Binary Classification on FICO (test)

80.48AUROC

NBM

Updated 1mo ago

Evaluation Results

Method	Links
NBM 2022.05		80.48	-
NB2M 2022.05		80.29	-
SPAM (Neural, Order 3) 2022.05		80.24	-
SPAM (Neural, Order 2) 2022.05		80.11	-
EBMs (Order 2) 2022.05		79.98	-
EB2M 2022.05		79.98	-
NAM 2022.05		79.93	-
NAM 2022.05		79.93	-
NA2M 2022.05		79.92	-
EBMs (Order 1) 2022.05		79.85	-
EBM 2022.05		79.85	-
SPAM (Linear, Order 3) 2022.05		79.45	-
SPAM (Linear, Order 2) 2022.05		79.4	-
DNN 2022.05		79.36	-
MLP 2022.05		79.36	-
XGBoost 2022.05		79.25	-
XGBoost 2022.05		79.25	-
Linear (Order 2) 2022.05		79.1	-
LR 2025.05		79.1	75.4
Linear (Order 1) 2022.05		79.09	-
Linear 2022.05		79.09	-
NEUMISS 2025.05		79	75.4
XGBOOST 2025.05		78.4	69.3
M-GAM (IND) 2025.05		77.9	42.4
M-GAM (INT) 2025.05		77.6	29.1
RF 2025.05		77.5	71
MINTY 2025.05		76.6	22.8
MA-RF 2025.05		76	5.8
MA-LASSO 2025.05		75.8	5.7
MA-GBT 2025.05		75.7	6.1
DT 2025.05		73.7	5.7
MA-DT 2025.05		73.7	5.7