First-order Shapley value calculation on CovType large setting
0.019Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU2026.05 | 0.019 | 1.84 | |
| Q-TreeSHAPHardware=CPU2026.05 | 0.031 | 5.73 | |
| GPUTreeSHAPHardware=GPU2026.05 | 0.036 | — | |
| TreeSHAPHardware=CPU2026.05 | 0.178 | — | |
| Q-TreeSHAPF=54, D=16, d=14, nTG=82026.05 | 1.806 | 2.15 | |
| TreeGrad-ShapF=54, D=16, d=14, nTG=82026.05 | 3.881 | — |