Clustering on Aggregation (test)
7Estimated Number of ClustersKernel with silhouette index
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Kernel with silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 7 | 90 | 10 | |
| CDL-CVIAlgorithm=OPTICS, Trials=1002026.06 | 7 | 91 | 15 | |
| XB indexBase Algorithm=DBSCAN, Dataset Size=788, True cluster number=7, Trials=1002026.06 | 7 | 0.8 | 0.2 | |
| Kernel with silhouette indexBase Algorithm=DBSCAN, Dataset Size=788, True cluster number=7, Trials=1002026.06 | 7 | 0.6 | 0.2 | |
| CDL-CVIBase Algorithm=DBSCAN, Dataset Size=788, True cluster number=7, Trials=1002026.06 | 7 | 0.88 | 0.16 | |
| DB indexAlgorithm=OPTICS, Trials=1002026.06 | 6 | 80 | 20 | |
| CH indexAlgorithm=OPTICS, Trials=1002026.06 | 6 | 70 | 20 | |
| XB indexAlgorithm=OPTICS, Trials=1002026.06 | 6 | 70 | 30 | |
| DB indexBase Algorithm=DBSCAN, Dataset Size=788, True cluster number=7, Trials=1002026.06 | 6 | 0.9 | 0.2 | |
| CH indexBase Algorithm=DBSCAN, Dataset Size=788, True cluster number=7, Trials=1002026.06 | 6 | 0.7 | 0.3 | |
| Dunn indexAlgorithm=OPTICS, Trials=1002026.06 | 5 | 60 | 30 | |
| Silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 4 | 50 | 30 | |
| Dunn indexBase Algorithm=DBSCAN, Dataset Size=788, True cluster number=7, Trials=1002026.06 | 4 | 0.7 | 0.2 | |
| Silhouette indexBase Algorithm=DBSCAN, Dataset Size=788, True cluster number=7, Trials=1002026.06 | 3 | 0.7 | 0.3 |