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ResearchFormerly WizWand

Ranking Preservation on TSC domain pool (k=2 to 20)

31.06AUC (MAE)Random
25.464826.917428.3729.8226Jun 26, 2026
Updated 4mo ago

Evaluation results

MethodLinks
RandomSelection Strategy=Random, Subset Size Range=k=2-202026.0631.0616.6117.5814.2411.39
D-optimalitySelection Strategy=D-optimality, Dataset Representation=Landmarking, Subset Size Range=k=2-202026.0628.9316.7117.5514.2812.56
A-optimalitySelection Strategy=A-optimality, Dataset Representation=Landmarking, Subset Size Range=k=2-202026.0628.1216.7517.5214.3811.61
Cosine Farthest-FirstSelection Strategy=Cosine Farthest-First, Dataset Representation=Catch22, Subset Size Range=k=2-202026.0627.0717.1817.6715.1111.21
K-MeansSelection Strategy=K-Means, Dataset Representation=TSFRESH, Subset Size Range=k=2-202026.0626.6716.8217.6214.6613
Euclidean Farthest-FirstSelection Strategy=Euclidean Farthest-First, Dataset Representation=MiniRocket, Subset Size Range=k=2-202026.0625.6816.9117.714.7713.65