Tree Explanation on imdb
3.75Runtime (ms/instance)QuadraSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=20, total leaves=51,099, tree count=1002026.05 | 3.75 | 10 | |
| Linear TreeSHAPmax depth=20, total leaves=51,099, tree count=1002026.05 | 6.76 | 10 | |
| FastTreeSHAP v1max depth=20, total leaves=51,099, tree count=1002026.05 | 18.4 | 10 | |
| TreeSHAPmax depth=20, total leaves=51,099, tree count=1002026.05 | 27.4 | 10 | |
| SHAPIQmax depth=20, total leaves=51,099, tree count=1002026.05 | 2,205 | 10 |