Global counterfactual explanation selection for time-series clustering on UMD
84.2EffectivenessGalactic-G (Optimal)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Galactic-G (Optimal)Selection Strategy=Optimal, Hierarchical Adaptation=No, Runtime=1491.242026.03 | 84.2 | 0.104 | 6.4 | 75 | |
| Galactic-G (Greedy)Selection Strategy=Greedy, Hierarchical Adaptation=No, Runtime=18.892026.03 | 84.2 | 0.093 | 6 | 70 | |
| Galactic-G (Hierarchical)Selection Strategy=Optimal, Hierarchical Adaptation=Yes, Runtime=14.022026.03 | 81.9 | 0.102 | 6.6 | 80 | |
| Galactic-G (Hierarchical Greedy)Selection Strategy=Greedy, Hierarchical Adaptation=Yes, Runtime=9.722026.03 | 81.9 | 0.091 | 6.1 | 72 | |
| GLOBE-CE*Runtime=1002026.03 | 66.1 | 0.059 | 9.1 | 100 | |
| Glacier-G*Runtime=19.342026.03 | 37.35 | 14.4 | 0.02 | 11.5 |