Global counterfactual explanation selection for time-series clustering on ECG200
59.8EffectivenessGLOBE-CE*
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GLOBE-CE*Runtime=962026.03 | 59.8 | 0.272 | 8.4 | 96 | |
| Galactic-G (Optimal)Selection Strategy=Optimal, Hierarchical Adaptation=No, Runtime=287.922026.03 | 58.8 | 0.056 | 4 | 42 | |
| Galactic-G (Greedy)Selection Strategy=Greedy, Hierarchical Adaptation=No, Runtime=17.932026.03 | 58.8 | 0.056 | 4 | 42 | |
| Galactic-G (Hierarchical Greedy)Selection Strategy=Greedy, Hierarchical Adaptation=Yes, Runtime=8.482026.03 | 57.6 | 0.053 | 4 | 41 | |
| Galactic-G (Hierarchical)Selection Strategy=Optimal, Hierarchical Adaptation=Yes, Runtime=12.112026.03 | 53.5 | 0.048 | 4 | 40 | |
| Glacier-G*Runtime=25.752026.03 | 22.13 | 6.2 | 0.018 | 13.2 |