Clustering on Range Queries Aggregates m = 200,000, n = 7 1.0
0EkClust-Splitter
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Clust-Splitterk=22025.05 | 0 | 5.55 | — | — | — | |
| Clust-Splitterk=32025.05 | 0 | 8.53 | — | — | — | |
| Clust-Splitterk=42025.05 | 0 | 12.11 | — | — | — | |
| Clust-Splitterk=52025.05 | 0 | 16.28 | — | — | — | |
| Clust-Splitterk=102025.05 | 0 | 47.23 | — | — | — | |
| Clust-Splitterk=152025.05 | 0 | 77.52 | — | — | — | |
| Clust-Splitterk=252025.05 | 0 | 158.28 | — | — | — | |
| LMBM-Clustk=22025.05 | 0 | 2.11 | — | — | — | |
| LMBM-Clustk=32025.05 | 0 | 5.25 | — | — | — | |
| LMBM-Clustk=42025.05 | 0 | 7.44 | — | — | — | |
| LMBM-Clustk=52025.05 | 0 | 9.94 | — | — | — | |
| LMBM-Clustk=152025.05 | 0 | 43.62 | — | — | — | |
| DC-Clustk=22025.05 | 0 | 90.66 | — | — | — | |
| DC-Clustk=32025.05 | 0 | 222.08 | — | — | — | |
| DC-Clustk=42025.05 | 0 | 339.45 | — | — | — | |
| DC-Clustk=52025.05 | 0 | 457.86 | — | — | — | |
| DC-Clustk=152025.05 | 0 | 1,616.27 | — | — | — | |
| Big-Clustk=202025.05 | 0 | 20.2 | — | — | — | |
| LMBM-Clustk=102025.05 | 0.01 | 25.34 | — | — | — | |
| DC-Clustk=102025.05 | 0.01 | 1,048.14 | — | — | — | |
| Big-Clustk=22025.05 | 0.01 | 1.21 | — | — | — | |
| Big-Meansk=22025.05 | 0.01 | 4.26 | — | — | — | |
| Big-Clustk=32025.05 | 0.02 | 3.24 | — | — | — | |
| Big-Clustk=42025.05 | 0.03 | 4.93 | — | — | — | |
| Big-Meansk=32025.05 | 0.03 | 4.25 | — | — | — | |
| Big-Meansk=42025.05 | 0.03 | 4.27 | — | — | — | |
| Big-Meansk=52025.05 | 0.04 | 4.34 | — | — | — | |
| Big-Clustk=52025.05 | 0.05 | 6.22 | — | — | — | |
| Clust-Splitterk=202025.05 | 0.14 | 109.98 | — | — | — | |
| LMBM-Clustk=202025.05 | 0.17 | 59.34 | — | — | — | |
| Big-Clustk=102025.05 | 0.2 | 11.04 | — | — | — | |
| MiniBatchKMeansk=22025.05 | 0.2 | 0.15 | — | — | — | |
| DC-Clustk=202025.05 | 0.21 | 2,234.92 | — | — | — | |
| Big-Meansk=202025.05 | 0.21 | 4.27 | — | — | — | |
| DC-Clustk=252025.05 | 0.46 | 2,920.66 | — | — | — | |
| Big-Meansk=252025.05 | 0.49 | 4.28 | — | — | — | |
| Big-Clustk=252025.05 | 0.74 | 24.79 | — | — | — | |
| Big-Meansk=152025.05 | 0.76 | 4.39 | — | — | — | |
| Big-Clustk=152025.05 | 1.17 | 15.18 | — | — | — | |
| MiniBatchKMeansk=32025.05 | 1.35 | 0.16 | — | — | — | |
| LMBM-Clustk=252025.05 | 1.4 | 73.62 | — | — | — | |
| Big-Meansk=102025.05 | 1.59 | 4.43 | — | — | — | |
| MiniBatchKMeansk=42025.05 | 3.32 | 0.12 | — | — | — | |
| MiniBatchKMeansk=152025.05 | 3.36 | 0.21 | — | — | — | |
| MiniBatchKMeansk=202025.05 | 3.56 | 0.17 | — | — | — | |
| MiniBatchKMeansk=102025.05 | 3.77 | 0.17 | — | — | — | |
| MiniBatchKMeansk=252025.05 | 5.04 | 0.14 | — | — | — | |
| MiniBatchKMeansk=52025.05 | 7.42 | 0.09 | — | — | — | |
| Big-Clust2025.05 | — | — | 0.28 | 2.12 | 26.91 | |
| Big-Means2025.05 | — | — | 0.4 | 0.54 | 35.02 | |
| Clust-Splitter2025.05 | — | — | 0.02 | 2.11 | 160.39 | |
| DC-Clust2025.05 | — | — | 0.09 | 2.03 | 2,922.69 | |
| LMBM-Clust2025.05 | — | — | 0.2 | 2.03 | 75.66 | |
| MiniBatchKMeans2025.05 | — | — | 3.5 | 0.56 | 1.77 |