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ResearchFormerly WizWand

Classification on ADULT 75% missingness (test)

79.56AUCNAIM
75.254476.372277.4978.6078Jul 16, 2024
Updated 7mo ago

Evaluation results

MethodLinks
NAIMStrategy=Intrinsic, Train missing percentage=75%2024.0779.56
NAIMStrategy=Intrinsic, Train missing percentage=50%2024.0779.46
NAIMStrategy=Intrinsic, Train missing percentage=25%2024.0779.36
NAIMStrategy=Intrinsic, Train missing percentage=5%2024.0779.19
NAIMStrategy=Intrinsic, Train missing percentage=10%2024.0779.18
NAIMStrategy=Intrinsic, Train missing percentage=0%2024.0779.02
SVMStrategy=MICE, Train missing percentage=50%2024.0777.06
GRAPEStrategy=Intrinsic, Train missing percentage=0%2024.0775.42