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ResearchFormerly WizWand

Second-order Shapley interaction value runtime calculation on CovType

0.005Runtime (seconds)Q-TreeSHAP
-0.108320.656591.42152.18641May 6, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Q-TreeSHAPHardware=CPU, Setting=small, Number of explained rows=1002026.050.00512.95
GPUTreeSHAPHardware=GPU, Setting=small, Number of explained rows=1002026.050.012—
Q-TreeSHAPHardware=GPU, Setting=small, Number of explained rows=1002026.050.0130.89
Q-TreeSHAPHardware=CPU, Setting=sparse, Number of explained rows=1002026.050.01351.21
Q-TreeSHAPHardware=GPU, Setting=sparse, Number of explained rows=1002026.050.0271.48
GPUTreeSHAPHardware=GPU, Setting=sparse, Number of explained rows=1002026.050.041—
Q-TreeSHAPHardware=CPU, Setting=large, Number of explained rows=1002026.050.04958.11
TreeSHAPHardware=CPU, Setting=small, Number of explained rows=1002026.050.059—
GPUTreeSHAPHardware=GPU, Setting=large, Number of explained rows=1002026.050.068—
Q-TreeSHAPHardware=GPU, Setting=large, Number of explained rows=1002026.050.1590.43
TreeSHAPHardware=CPU, Setting=sparse, Number of explained rows=1002026.050.686—
TreeSHAPHardware=CPU, Setting=large, Number of explained rows=1002026.052.838—