First-order Shapley value calculation on CovType small setting
0.001Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.001 | 6 | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.002 | 1.87 | |
| TreeSHAPHardware=CPU2026.05 | 0.004 | — | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.008 | — | |
| Q-TreeSHAPF=54, D=6, d=6, nTG=32026.05 | 0.04 | 2.28 | |
| TreeGrad-ShapF=54, D=6, d=6, nTG=32026.05 | 0.091 | — |