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Global counterfactual explanation selection for time-series clustering on Car
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74.2
Effectiveness
GLOBE-CE*
30.4784
41.8292
53.18
64.5308
Mar 5, 2026
Effectiveness
Avg. Flipping Cost
Avg. Segments Changed
Avg. Timesteps Changed
Updated 1mo ago
Evaluation Results
Method
Method
Links
Effectiveness
Avg. Flipping Cost
Avg. Segments Changed
Avg. Timesteps Changed
GLOBE-CE*
Runtime=433
2026.03
74.2
0.056
6.7
433
Galactic-G (Optimal)
Selection Strategy=Opt...
2026.03
70.8
0.024
4.8
350
Galactic-G (Greedy)
Selection Strategy=Gre...
2026.03
70.8
0.023
4.8
361
Galactic-G (Hierarchical Greedy)
Selection Strategy=Gre...
2026.03
58.6
0.015
4.2
280
Galactic-G (Hierarchical)
Selection Strategy=Opt...
2026.03
55.2
0.015
4.4
282
Glacier-G*
Runtime=0.00
2026.03
32.16
33.4
0.008
8.8
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