Clustering on D31 (test)
38Estimated Number of ClustersCH index
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CH indexBase Algorithm=DBSCAN, Dataset Size=3100, True cluster number=31, Trials=1002026.06 | 38 | 0.5 | 0.2 | |
| Kernel with silhouette indexBase Algorithm=DBSCAN, Dataset Size=3100, True cluster number=31, Trials=1002026.06 | 35 | 0.7 | 0.1 | |
| CH indexAlgorithm=OPTICS, Trials=1002026.06 | 33 | 60 | 30 | |
| CDL-CVIAlgorithm=OPTICS, Trials=1002026.06 | 31 | 91 | 15 | |
| CDL-CVIBase Algorithm=DBSCAN, Dataset Size=3100, True cluster number=31, Trials=1002026.06 | 31 | 0.9 | 0.18 | |
| Silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 30 | 80 | 20 | |
| Silhouette indexBase Algorithm=DBSCAN, Dataset Size=3100, True cluster number=31, Trials=1002026.06 | 30 | 0.7 | 0.3 | |
| Kernel with silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 29 | 80 | 10 | |
| DB indexAlgorithm=OPTICS, Trials=1002026.06 | 28 | 50 | 10 | |
| DB indexBase Algorithm=DBSCAN, Dataset Size=3100, True cluster number=31, Trials=1002026.06 | 28 | 0.7 | 0.2 | |
| Dunn indexAlgorithm=OPTICS, Trials=1002026.06 | 27 | 60 | 30 | |
| XB indexAlgorithm=OPTICS, Trials=1002026.06 | 27 | 50 | 40 | |
| Dunn indexBase Algorithm=DBSCAN, Dataset Size=3100, True cluster number=31, Trials=1002026.06 | 27 | 0.6 | 0.3 | |
| XB indexBase Algorithm=DBSCAN, Dataset Size=3100, True cluster number=31, Trials=1002026.06 | 21 | 0.6 | 0.2 |