Tree Explanation on emotion
11.3Runtime (ms/instance)QuadraSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=100, total leaves=24,200, tree count=1002026.05 | 11.3 | 10 | |
| Linear TreeSHAPmax depth=100, total leaves=24,200, tree count=1002026.05 | 43.2 | 10 | |
| FastTreeSHAP v1max depth=100, total leaves=24,200, tree count=1002026.05 | 326 | 10 | |
| FastTreeSHAP v2max depth=100, total leaves=24,200, tree count=1002026.05 | 326 | 10 | |
| TreeSHAPmax depth=100, total leaves=24,200, tree count=1002026.05 | 341 | 10 | |
| SHAPIQmax depth=100, total leaves=24,200, tree count=1002026.05 | 1,650 | 10 |