Text Classification on Emotion (Execution Time, Efficiency Axiom Violation)
11.3Execution Time (ms)QuadraSHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| QuadraSHAPmax depth=100, total leaves=24200, tree count=1002026.05 | 11.3 | 6 | |
| Linear TreeSHAPmax depth=100, total leaves=24200, tree count=1002026.05 | 43.2 | 5 | |
| FastTreeSHAP v1max depth=100, total leaves=24200, tree count=1002026.05 | 326 | 1 | |
| FastTreeSHAP v2max depth=100, total leaves=24200, tree count=1002026.05 | 326 | 1 | |
| TreeShapmax depth=100, total leaves=24200, tree count=1002026.05 | 341 | 2 | |
| shapiqmax depth=100, total leaves=24200, tree count=1002026.05 | 1,650 | 1 |