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Partial Dependence Plot (PDP) on KDD Cup

5.5Runtimescikit-learn
-15.08123.835262.75401.665May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
scikit-learnComputation Type=Approximate, k=52026.055.5
WOODELF++Computation Type=Approximate, k=5, Hardware=CPU2026.056.5
WOODELF++Computation Type=Approximate, k=5, Hardware=GPU2026.058.7
scikit-learnComputation Type=Exact, k=1002026.0517
WOODELF++Computation Type=Exact, k=full, Hardware=GPU2026.0526.8
WOODELF++Computation Type=Exact, k=5, Hardware=GPU2026.0533.4
WOODELF++Computation Type=Exact, k=10, Hardware=GPU2026.0533.5
WOODELF++Computation Type=Exact, k=100, Hardware=GPU2026.0533.6
scikit-learnComputation Type=Exact, k=52026.0572.1
WOODELF++Computation Type=Exact, k=full, Hardware=CPU2026.0590.3
WOODELF++Computation Type=Exact, k=5, Hardware=CPU2026.0595.6
WOODELF++Computation Type=Exact, k=10, Hardware=CPU2026.0595.9
WOODELF++Computation Type=Exact, k=100, Hardware=CPU2026.0596.2
scikit-learnComputation Type=Exact, k=102026.05100.2
scikit-learnComputation Type=Exact, k=full2026.05116.5
FastPDComputation Type=Exact, k=102026.05519
FastPDComputation Type=Exact, k=1002026.05519
FastPDComputation Type=Exact, k=full2026.05519
FastPDComputation Type=Exact, k=52026.05520