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ResearchFormerly WizWand

Spam Classification on Spambase 0% missingness (test)

98.73AUCXGBoost
97.32697.690598.05598.4195Jul 16, 2024
Updated 7mo ago

Evaluation results

MethodLinks
XGBoostStrategy=Intrinsic, Train missing percentage=0%2024.0798.730.14
XGBoostStrategy=Intrinsic, Train missing percentage=10%2024.0798.650.09
XGBoostStrategy=Intrinsic, Train missing percentage=5%2024.0798.640.13
NAIMStrategy=Intrinsic, Train missing percentage=0%2024.0798.50.21
NAIMStrategy=Intrinsic, Train missing percentage=10%2024.0798.440.15
NAIMStrategy=Intrinsic, Train missing percentage=5%2024.0798.40.13
NAIMStrategy=Intrinsic, Train missing percentage=25%2024.0798.370.12
NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=0%2024.0798.130.15
NAIMStrategy=Intrinsic, Train missing percentage=50%2024.0797.930.22
NAIMStrategy=Intrinsic, Train missing percentage=75%2024.0797.380.24