Tree Explanation on SMS Spam
9.68Runtime (ms/instance)QuadraSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=100, total leaves=29,662, tree count=1002026.05 | 9.68 | 10 | |
| Linear TreeSHAPmax depth=100, total leaves=29,662, tree count=1002026.05 | 10.8 | 10 | |
| FastTreeSHAP v1max depth=100, total leaves=29,662, tree count=1002026.05 | 166 | 10 | |
| FastTreeSHAP v2max depth=100, total leaves=29,662, tree count=1002026.05 | 166 | 10 | |
| TreeSHAPmax depth=100, total leaves=29,662, tree count=1002026.05 | 176 | 10 | |
| SHAPIQmax depth=100, total leaves=29,662, tree count=1002026.05 | 1,930 | 10 |