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ResearchFormerly WizWand

Tabular Binary Classification on BankMarketing 0% missingness (test)

94.82AUCHistGradientBoost
71.035277.210183.38589.5599Jul 16, 2024
Updated 7mo ago

Evaluation results

MethodLinks
HistGradientBoostStrategy=Intrinsic, Train missing percentage=0%2024.0794.82
NAIMStrategy=Intrinsic, Train missing percentage=0%2024.0794.32
NAIMStrategy=Intrinsic, Train missing percentage=5%2024.0794.27
NAIMStrategy=Intrinsic, Train missing percentage=10%2024.0794
AdaboostStrategy=Constant, Train missing percentage=0%2024.0793.98
FTTransformerStrategy=Constant, Train missing percentage=0%2024.0793.95
NAIMStrategy=Intrinsic, Train missing percentage=25%2024.0793.71
NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=25%2024.0793.68
NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=5%2024.0793.62
NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=0%2024.0793.56
NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=10%2024.0793.53
NAIM w/o regularizationStrategy=Constant, Train missing percentage=0%2024.0793.28
NAIMStrategy=Intrinsic, Train missing percentage=50%2024.0793.14
NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=50%2024.0793.08
NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=75%2024.0792.13
XGBoostStrategy=Intrinsic, Train missing percentage=75%2024.0791.95
NAIMStrategy=Intrinsic, Train missing percentage=75%2024.0791.18
GRAPEStrategy=Intrinsic, Train missing percentage=0%2024.0789.54
MLPStrategy=Constant, Train missing percentage=25%2024.0783.16
Decision TreeStrategy=Intrinsic, Train missing percentage=0%2024.0771.95