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Global Counterfactual Summary for Time-Series Clustering on FordB UCR Archive
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30.5
Effectiveness
GLOBE-CE*
-0.18
7.785
15.75
23.715
Mar 5, 2026
Effectiveness
Average Flipping Cost
Average Segments Changed
Average Timesteps Changed
Runtime
Updated 1mo ago
Evaluation Results
Method
Method
Links
Effectiveness
Average Flipping Cost
Average Segments Changed
Average Timesteps Changed
Runtime
GLOBE-CE*
Adaptation=Global Clus...
2026.03
30.5
0.021
7
500
1,596.26
GALACTIC-G
Strategy=Optimal
2026.03
10.7
0.013
3.4
142
25,204.26
GALACTIC-G
Strategy=Greedy
2026.03
10.7
0.013
3.4
142
590.8
GALACTIC-G
Strategy=Hierarchical
2026.03
1.8
0.007
2.6
149
324.76
GALACTIC-G
Strategy=Hierarchical...
2026.03
1.8
0.006
2.6
149
143.58
Glacier-G*
Adaptation=Global Clus...
2026.03
1
0.003
7
499
18
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