Global counterfactual explanation selection for time-series clustering on Fish
87.4EffectivenessGalactic-G (Optimal)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Galactic-G (Optimal)Selection Strategy=Optimal, Hierarchical Adaptation=No, Runtime=5929.392026.03 | 87.4 | 0.04 | 5.5 | 286 | |
| Galactic-G (Greedy)Selection Strategy=Greedy, Hierarchical Adaptation=No, Runtime=18.642026.03 | 87.4 | 0.034 | 5.2 | 245 | |
| GLOBE-CE*Runtime=3972026.03 | 82.5 | 0.109 | 7.2 | 397 | |
| Galactic-G (Hierarchical Greedy)Selection Strategy=Greedy, Hierarchical Adaptation=Yes, Runtime=4.772026.03 | 68.8 | 0.033 | 5.3 | 258 | |
| Galactic-G (Hierarchical)Selection Strategy=Optimal, Hierarchical Adaptation=Yes, Runtime=8.802026.03 | 67.6 | 0.035 | 5.8 | 268 | |
| Glacier-G*Runtime=27.032026.03 | 49.87 | 31.1 | 0.011 | 9.5 |