Tree Explanation on SST-2
60.5Runtime (ms/instance)QuadraSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=100, total leaves=180,676, tree count=3002026.05 | 60.5 | 10 | |
| Linear TreeSHAPmax depth=100, total leaves=180,676, tree count=3002026.05 | 87.4 | 10 | |
| FastTreeSHAP v2max depth=100, total leaves=180,676, tree count=3002026.05 | 1,618 | 10 | |
| FastTreeSHAP v1max depth=100, total leaves=180,676, tree count=3002026.05 | 1,621 | 10 | |
| TreeSHAPmax depth=100, total leaves=180,676, tree count=3002026.05 | 1,707 | 10 |