Text Classification on SST2 (Execution time, Efficiency violation)
60.5Execution Time (ms)QuadraSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=100, total leaves=180676, tree count=3002026.05 | 60.5 | 4 | |
| Linear TreeSHAPmax depth=100, total leaves=180676, tree count=3002026.05 | 87.4 | 2 | |
| FastTreeSHAP v2max depth=100, total leaves=180676, tree count=3002026.05 | 1,618 | 6 | |
| FastTreeSHAP v1max depth=100, total leaves=180676, tree count=3002026.05 | 1,621 | 6 | |
| TreeShapmax depth=100, total leaves=180676, tree count=3002026.05 | 1,707 | 5 |