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Global counterfactual explanation selection for time-series clustering on Worms
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61.4
Effectiveness
Galactic-G (Greedy)
34.048
41.149
48.25
55.351
Mar 5, 2026
Effectiveness
Average Flipping Cost
Average Segments Changed
Average Timesteps Changed
Updated 1mo ago
Evaluation Results
Method
Method
Links
Effectiveness
Average Flipping Cost
Average Segments Changed
Average Timesteps Changed
Galactic-G (Greedy)
Selection Strategy=Gre...
2026.03
61.4
0.012
8
437
Galactic-G (Optimal)
Selection Strategy=Opt...
2026.03
61
0.012
7.5
427
Glacier-G*
Runtime=0.00
2026.03
57.71
20.4
0.006
21
Galactic-G (Hierarchical Greedy)
Selection Strategy=Gre...
2026.03
54
0.011
8.1
437
Galactic-G (Hierarchical)
Selection Strategy=Opt...
2026.03
51.9
0.011
8.1
447
GLOBE-CE*
Runtime=900
2026.03
35.1
0.019
16.6
900
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