Text Classification on IMDB (Execution Time and Efficiency Axiom Violation)
3.75Execution Time (ms)QuadraSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=20, total leaves=51099, tree count=1002026.05 | 3.75 | 1 | |
| Linear TreeSHAPmax depth=20, total leaves=51099, tree count=1002026.05 | 6.76 | 1 | |
| FastTreeSHAP v1max depth=20, total leaves=51099, tree count=1002026.05 | 18.4 | 3 | |
| TreeShapmax depth=20, total leaves=51099, tree count=1002026.05 | 27.4 | 3 | |
| shapiqmax depth=20, total leaves=51099, tree count=1002026.05 | 2,205 | 2 |