Clustering on Path-based (test)
4Estimated Number of ClustersXB index
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XB indexAlgorithm=OPTICS, Trials=1002026.06 | 4 | 60 | 20 | |
| Dunn indexBase Algorithm=DBSCAN, Dataset Size=300, True cluster number=3, Trials=1002026.06 | 4 | 0.6 | 0.2 | |
| CH indexBase Algorithm=DBSCAN, Dataset Size=300, True cluster number=3, Trials=1002026.06 | 4 | 0.6 | 0.3 | |
| XB indexBase Algorithm=DBSCAN, Dataset Size=300, True cluster number=3, Trials=1002026.06 | 4 | 0.5 | 0.4 | |
| Silhouette indexBase Algorithm=DBSCAN, Dataset Size=300, True cluster number=3, Trials=1002026.06 | 4 | 0.6 | 0.3 | |
| Kernel with silhouette indexBase Algorithm=DBSCAN, Dataset Size=300, True cluster number=3, Trials=1002026.06 | 4 | 0.4 | 0.1 | |
| Dunn indexAlgorithm=OPTICS, Trials=1002026.06 | 3 | 70 | 20 | |
| Kernel with silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 3 | 80 | 10 | |
| CDL-CVIAlgorithm=OPTICS, Trials=1002026.06 | 3 | 88 | 13 | |
| CDL-CVIBase Algorithm=DBSCAN, Dataset Size=300, True cluster number=3, Trials=1002026.06 | 3 | 0.81 | 0.14 | |
| DB indexAlgorithm=OPTICS, Trials=1002026.06 | 2 | 70 | 20 | |
| CH indexAlgorithm=OPTICS, Trials=1002026.06 | 2 | 70 | 40 | |
| Silhouette indexAlgorithm=OPTICS, Trials=1002026.06 | 2 | 80 | 20 | |
| DB indexBase Algorithm=DBSCAN, Dataset Size=300, True cluster number=3, Trials=1002026.06 | 2 | 0.6 | 0.2 |