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Global Counterfactual Explanation Selection for Time-Series Clustering on ArrowHead
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75.9
Effectiveness
Galactic-G (Optimal)
33.9568
44.8459
55.735
66.6241
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 (Optimal)
Selection Strategy=Opt...
2026.03
75.9
0.021
5
102
Galactic-G (Greedy)
Selection Strategy=Gre...
2026.03
75.9
0.019
4.7
102
Galactic-G (Hierarchical)
Selection Strategy=Opt...
2026.03
72
0.021
4.9
97
Galactic-G (Hierarchical Greedy)
Selection Strategy=Gre...
2026.03
72
0.019
4.6
102
GLOBE-CE*
Runtime=251
2026.03
54.6
0.088
9.4
251
Glacier-G*
Runtime=10.30
2026.03
35.57
20.2
0.006
7.9
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