Ranking Preservation on TSC domain pool (k=2 to 20)
31.06AUC (MAE)Random
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RandomSelection Strategy=Random, Subset Size Range=k=2-202026.06 | 31.06 | 16.61 | 17.58 | 14.24 | 11.39 | |
| D-optimalitySelection Strategy=D-optimality, Dataset Representation=Landmarking, Subset Size Range=k=2-202026.06 | 28.93 | 16.71 | 17.55 | 14.28 | 12.56 | |
| A-optimalitySelection Strategy=A-optimality, Dataset Representation=Landmarking, Subset Size Range=k=2-202026.06 | 28.12 | 16.75 | 17.52 | 14.38 | 11.61 | |
| Cosine Farthest-FirstSelection Strategy=Cosine Farthest-First, Dataset Representation=Catch22, Subset Size Range=k=2-202026.06 | 27.07 | 17.18 | 17.67 | 15.11 | 11.21 | |
| K-MeansSelection Strategy=K-Means, Dataset Representation=TSFRESH, Subset Size Range=k=2-202026.06 | 26.67 | 16.82 | 17.62 | 14.66 | 13 | |
| Euclidean Farthest-FirstSelection Strategy=Euclidean Farthest-First, Dataset Representation=MiniRocket, Subset Size Range=k=2-202026.06 | 25.68 | 16.91 | 17.7 | 14.77 | 13.65 |