Second-order Shapley interaction value runtime calculation on Adult
0.001Runtime (s)Q-TreeSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Q-TreeSHAPHardware=GPU, Setting=small, Number of explained rows=1002026.05 | 0.001 | 6.29 | |
| GPUTreeSHAPHardware=GPU, Setting=small, Number of explained rows=1002026.05 | 0.008 | — | |
| Q-TreeSHAPHardware=CPU, Setting=small, Number of explained rows=1002026.05 | 0.01 | 19.68 | |
| Q-TreeSHAPHardware=GPU, Setting=sparse, Number of explained rows=1002026.05 | 0.038 | 5.71 | |
| TreeSHAPHardware=CPU, Setting=small, Number of explained rows=1002026.05 | 0.19 | — | |
| Q-TreeSHAPHardware=CPU, Setting=sparse, Number of explained rows=1002026.05 | 0.207 | 12.77 | |
| GPUTreeSHAPHardware=GPU, Setting=sparse, Number of explained rows=1002026.05 | 0.216 | — | |
| Q-TreeSHAPHardware=GPU, Setting=large, Number of explained rows=1002026.05 | 0.46 | 6.65 | |
| Q-TreeSHAPHardware=CPU, Setting=large, Number of explained rows=1002026.05 | 2.415 | 13.48 | |
| TreeSHAPHardware=CPU, Setting=sparse, Number of explained rows=1002026.05 | 2.643 | — | |
| GPUTreeSHAPHardware=GPU, Setting=large, Number of explained rows=1002026.05 | 3.057 | — | |
| TreeSHAPHardware=CPU, Setting=large, Number of explained rows=1002026.05 | 32.542 | — |