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ResearchFormerly WizWand

Classification on 5 different datasets 75% missing percentage (test)

78.68AUCXGBoost
57.287262.841168.39573.9489Jul 16, 2024
Updated 7mo ago

Evaluation results

MethodLinks
XGBoostStrategy=Intrinsic, Train missing percentage=75%2024.0778.68
NAIMStrategy=Intrinsic, Train missing percentage=0%2024.0777.2
NAIMStrategy=Intrinsic, Train missing percentage=25%2024.0776.75
NAIMStrategy=Intrinsic, Train missing percentage=5%2024.0776.54
NAIMStrategy=Intrinsic, Train missing percentage=10%2024.0776.4
NAIMStrategy=Intrinsic, Train missing percentage=50%2024.0776.4
NAIMStrategy=Intrinsic, Train missing percentage=75%2024.0776.2
Decision TreeStrategy=Intrinsic, Train missing percentage=50%2024.0763.4
Decision TreeStrategy=Intrinsic, Train missing percentage=0%2024.0758.11