Clustering on Covertype (Ek, tk, Eaver, tinit, ttotal)
5.15EkMiniBatchKMeans
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MiniBatchKMeansk=32025.05 | 5.15 | 0.48 | — | — | — | |
| MiniBatchKMeansk=152025.05 | 4.49 | 0.57 | — | — | — | |
| MiniBatchKMeansk=252025.05 | 3.75 | 0.7 | — | — | — | |
| MiniBatchKMeansk=52025.05 | 3.13 | 0.57 | — | — | — | |
| MiniBatchKMeansk=102025.05 | 2.8 | 0.72 | — | — | — | |
| MiniBatchKMeansk=202025.05 | 2.17 | 0.7 | — | — | — | |
| Clust-Splitterk=102025.05 | 2.13 | 55.33 | — | — | — | |
| DC-Clustk=152025.05 | 0.87 | 12,961.38 | — | — | — | |
| Big-Meansk=202025.05 | 0.6 | 4.3 | — | — | — | |
| Big-Meansk=252025.05 | 0.59 | 4.31 | — | — | — | |
| MiniBatchKMeansk=42025.05 | 0.58 | 0.49 | — | — | — | |
| Big-Meansk=152025.05 | 0.46 | 4.28 | — | — | — | |
| Clust-Splitterk=252025.05 | 0.44 | 274.78 | — | — | — | |
| Big-Meansk=102025.05 | 0.43 | 4.35 | — | — | — | |
| Clust-Splitterk=202025.05 | 0.39 | 178.25 | — | — | — | |
| Big-Clustk=252025.05 | 0.37 | 54.6 | — | — | — | |
| MiniBatchKMeansk=22025.05 | 0.34 | 0.38 | — | — | — | |
| Big-Clustk=102025.05 | 0.31 | 22.6 | — | — | — | |
| Big-Clustk=202025.05 | 0.29 | 42.45 | — | — | — | |
| Big-Clustk=152025.05 | 0.26 | 31.35 | — | — | — | |
| Clust-Splitterk=42025.05 | 0.07 | 13.22 | — | — | — | |
| LMBM-Clustk=42025.05 | 0.07 | 34.78 | — | — | — | |
| DC-Clustk=42025.05 | 0.07 | 2,469.52 | — | — | — | |
| Big-Meansk=42025.05 | 0.06 | 4.29 | — | — | — | |
| LMBM-Clustk=202025.05 | 0.05 | 114.14 | — | — | — | |
| DC-Clustk=252025.05 | 0.03 | 23,422.95 | — | — | — | |
| Big-Clustk=52025.05 | 0.03 | 13.52 | — | — | — | |
| Big-Clustk=32025.05 | 0.02 | 6.99 | — | — | — | |
| Big-Meansk=52025.05 | 0.02 | 4.28 | — | — | — | |
| Big-Clustk=22025.05 | 0.01 | 3.88 | — | — | — | |
| Big-Meansk=32025.05 | 0.01 | 4.28 | — | — | — | |
| Clust-Splitterk=22025.05 | 0 | 1.38 | — | — | — | |
| Clust-Splitterk=32025.05 | 0 | 5.31 | — | — | — | |
| Clust-Splitterk=52025.05 | 0 | 17.44 | — | — | — | |
| Clust-Splitterk=152025.05 | 0 | 106.64 | — | — | — | |
| LMBM-Clustk=22025.05 | 0 | 29.47 | — | — | — | |
| LMBM-Clustk=32025.05 | 0 | 31.84 | — | — | — | |
| LMBM-Clustk=52025.05 | 0 | 38.63 | — | — | — | |
| LMBM-Clustk=102025.05 | 0 | 60.42 | — | — | — | |
| LMBM-Clustk=152025.05 | 0 | 81.69 | — | — | — | |
| LMBM-Clustk=252025.05 | 0 | 154.13 | — | — | — | |
| DC-Clustk=22025.05 | 0 | 715.53 | — | — | — | |
| DC-Clustk=32025.05 | 0 | 1,535.64 | — | — | — | |
| DC-Clustk=52025.05 | 0 | 3,315.48 | — | — | — | |
| DC-Clustk=102025.05 | 0 | 8,010.27 | — | — | — | |
| DC-Clustk=202025.05 | 0 | 18,125.08 | — | — | — | |
| Big-Clustk=42025.05 | 0 | 10.74 | — | — | — | |
| Big-Meansk=22025.05 | 0 | 4.31 | — | — | — | |
| Big-Clust2025.05 | — | — | 0.16 | 6.26 | 60.86 | |
| Big-Means2025.05 | — | — | 0.27 | 1.87 | 36.26 | |
| Clust-Splitter2025.05 | — | — | 0.38 | 6.42 | 281.2 | |
| DC-Clust2025.05 | — | — | 0.12 | 6.22 | 23,429.17 | |
| LMBM-Clust2025.05 | — | — | 0.01 | 6.22 | 160.34 | |
| MiniBatchKMeans2025.05 | — | — | 2.8 | 1.97 | 6.58 |