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Binary Classification on blastchar (BL) (test)

0.854AUROCMambaTab-T
0.798880.813190.82750.84181May 19, 2022Aug 28, 2022Dec 7, 2022Mar 18, 2023Jun 27, 2023Oct 6, 2023Jan 16, 2024
Updated 8mo ago

Evaluation results

MethodLinks
MambaTab-Thyperparameters=tuned2024.010.854
MambaTab-Dhyperparameters=default2024.010.852
TransTablearning_setting=supervised learning2022.050.845
TransTab2024.010.845
AutoIntlearning_setting=supervised learning2022.050.844
AutoInt2024.010.844
FT-Translearning_setting=supervised learning2022.050.841
FT-Trans2024.010.841
DCNlearning_setting=supervised learning2022.050.84
DCN2024.010.84
UniTabE-Straining_mode=from scratch2024.010.84
VIMElearning_setting=supervised learning2022.050.837
VIME2024.010.837
SNNlearning_setting=supervised learning2022.050.834
SNN2024.010.834
SCARFlearning_setting=supervised learning2022.050.833
SCARF2024.010.833
MLPlearning_setting=supervised learning2022.050.832
MLP2024.010.832
XGBoostlearning_setting=supervised learning2022.050.821
XGBoost2024.010.821
TabTranslearning_setting=supervised learning2022.050.82
TabTrans2024.010.82
TabNetlearning_setting=supervised learning2022.050.819
TabNet2024.010.819
LRlearning_setting=supervised learning2022.050.801
LR2024.010.801