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ResearchFormerly WizWand

Binary Classification on Adult (test) (AUROC)

0.914AUROCTabTrans
0.6785440.7396720.80080.861928Mar 4, 2022Mar 16, 2022Mar 29, 2022Apr 11, 2022Apr 23, 2022May 6, 2022May 19, 2022
Updated 8mo ago

Evaluation results

MethodLinks
TabTranslearning_setting=supervised learning2022.050.914
DCNlearning_setting=supervised learning2022.050.913
AutoIntlearning_setting=supervised learning2022.050.913
FT-Translearning_setting=supervised learning2022.050.913
XGBoostlearning_setting=supervised learning2022.050.912
VIMElearning_setting=supervised learning2022.050.912
SCARFlearning_setting=supervised learning2022.050.911
TransTablearning_setting=supervised learning2022.050.907
MLPlearning_setting=supervised learning2022.050.904
TabNetlearning_setting=supervised learning2022.050.904
SNNlearning_setting=supervised learning2022.050.902
LLPFC-uniformBag size=82022.030.8751
LMMCMBag size=82022.030.8728
InvCalBag size=82022.030.872
LMMCMBag size=322022.030.8693
LLPFC-approxBag size=82022.030.8676
LMMCMBag size=5122022.030.8674
InvCalBag size=322022.030.8672
LMMCMBag size=1282022.030.8669
LLPFC-uniformBag size=322022.030.8627
LLPFC-uniformBag size=1282022.030.8616
LLPFC-uniformBag size=5122022.030.8594
alter-xSVMBag size=82022.030.8586
LLPFC-approxBag size=322022.030.857
InvCalBag size=1282022.030.8537
LRlearning_setting=supervised learning2022.050.851
LLPFC-approxBag size=1282022.030.8509
LLPFC-approxBag size=5122022.030.8478
alter-xSVMBag size=322022.030.7394
alter-xSVMBag size=1282022.030.726
InvCalBag size=5122022.030.7256
alter-xSVMBag size=5122022.030.6876