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Binary Classification on insurance-co IO (test)

0.822AUROCTransTab
0.736720.758860.7810.80314May 19, 2022Aug 28, 2022Dec 7, 2022Mar 18, 2023Jun 27, 2023Oct 6, 2023Jan 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
TransTablearning_setting=supervised learning2022.050.822
TransTab2024.010.822
MambaTab-Thyperparameters=tuned2024.010.812
SNNlearning_setting=supervised learning2022.050.794
TabTranslearning_setting=supervised learning2022.050.794
SNN2024.010.794
TabTrans2024.010.794
FT-Translearning_setting=supervised learning2022.050.793
FT-Trans2024.010.793
VIMElearning_setting=supervised learning2022.050.786
VIME2024.010.786
MambaTab-Dhyperparameters=default2024.010.785
MLPlearning_setting=supervised learning2022.050.779
MLP2024.010.779
LRlearning_setting=supervised learning2022.050.769
LR2024.010.769
DCNlearning_setting=supervised learning2022.050.768
DCN2024.010.768
AutoIntlearning_setting=supervised learning2022.050.762
AutoInt2024.010.762
XGBoostlearning_setting=supervised learning2022.050.758
SCARFlearning_setting=supervised learning2022.050.758
XGBoost2024.010.758
SCARF2024.010.758
TabNetlearning_setting=supervised learning2022.050.742
TabNet2024.010.742
UniTabE-Straining_mode=from scratch2024.010.74