First-order Shapley value calculation on CalHousing small setting
0.001Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.001 | 6.95 | |
| TreeSHAPHardware=CPU2026.05 | 0.003 | — | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.003 | 1.06 | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.008 | — | |
| Q-TreeSHAPF=8, D=6, d=5, nTG=32026.05 | 0.074 | 2.52 | |
| TreeGrad-ShapF=8, D=6, d=5, nTG=32026.05 | 0.186 | — |