Text Classification on sms_spam
9.68Execution time (ms)QuadraSHAP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=100, total leaves=29662, tree count=1002026.05 | 9.68 | 3 | |
| Linear TreeSHAPmax depth=100, total leaves=29662, tree count=1002026.05 | 10.8 | 1 | |
| FastTreeSHAP v1max depth=100, total leaves=29662, tree count=1002026.05 | 166 | 3 | |
| FastTreeSHAP v2max depth=100, total leaves=29662, tree count=1002026.05 | 166 | 3 | |
| TreeShapmax depth=100, total leaves=29662, tree count=1002026.05 | 176 | 1 | |
| shapiqmax depth=100, total leaves=29662, tree count=1002026.05 | 1,930 | 4 |