Cluster Validity Index Evaluation on Synthetic dataset DA1 well-separated clusters
2.438Tk IndexTk
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Tkk=32025.10 | 2.438 | — | — | — | — | — | — | — | |
| Tkk=52025.10 | 2.271 | — | — | — | — | — | — | — | |
| Tkk=62025.10 | 1.988 | — | — | — | — | — | — | — | |
| Tkk=22025.10 | 1.76 | — | — | — | — | — | — | — | |
| Tkk=42025.10 | 1.189 | — | — | — | — | — | — | — | |
| CHk=22025.10 | — | — | — | — | — | 2.178 | — | — | |
| CHk=32025.10 | — | — | — | — | — | 2.66 | — | — | |
| CHk=42025.10 | — | — | — | — | — | 2.673 | — | — | |
| CHk=52025.10 | — | — | — | — | — | 2.213 | — | — | |
| CHk=62025.10 | — | — | — | — | — | 1.931 | — | — | |
| DBk=22025.10 | — | — | 0.445 | — | — | — | — | — | |
| DBk=32025.10 | — | — | 0.501 | — | — | — | — | — | |
| DBk=42025.10 | — | — | 0.322 | — | — | — | — | — | |
| DBk=52025.10 | — | — | 0.692 | — | — | — | — | — | |
| DBk=62025.10 | — | — | 0.62 | — | — | — | — | — | |
| Dnk=22025.10 | — | — | — | — | 0.022 | — | — | — | |
| Dnk=32025.10 | — | — | — | — | 0.047 | — | — | — | |
| Dnk=42025.10 | — | — | — | — | 0.344 | — | — | — | |
| Dnk=52025.10 | — | — | — | — | 0.007 | — | — | — | |
| Dnk=62025.10 | — | — | — | — | 0.005 | — | — | — | |
| Grexk=22025.10 | — | — | — | — | — | — | — | 2.699 | |
| Grexk=32025.10 | — | — | — | — | — | — | — | 2.9 | |
| Grexk=42025.10 | — | — | — | — | — | — | — | 4.674 | |
| Grexk=52025.10 | — | — | — | — | — | — | — | 2.622 | |
| Grexk=62025.10 | — | — | — | — | — | — | — | 3.027 | |
| Gstrk=22025.10 | — | — | — | — | — | — | 0.093 | — | |
| Gstrk=32025.10 | — | — | — | — | — | — | 0.381 | — | |
| Gstrk=42025.10 | — | — | — | — | — | — | 1.097 | — | |
| Gstrk=52025.10 | — | — | — | — | — | — | 0.081 | — | |
| Gstrk=62025.10 | — | — | — | — | — | — | 0.298 | — | |
| Savk=22025.10 | — | 0.645 | — | — | — | — | — | — | |
| Savk=32025.10 | — | 0.748 | — | — | — | — | — | — | |
| Savk=42025.10 | — | 0.774 | — | — | — | — | — | — | |
| Savk=52025.10 | — | 0.549 | — | — | — | — | — | — | |
| Savk=62025.10 | — | 0.563 | — | — | — | — | — | — | |
| XBk=22025.10 | — | — | — | 0.083 | — | — | — | — | |
| XBk=32025.10 | — | — | — | 0.046 | — | — | — | — | |
| XBk=42025.10 | — | — | — | 0.034 | — | — | — | — | |
| XBk=52025.10 | — | — | — | 0.481 | — | — | — | — | |
| XBk=62025.10 | — | — | — | 0.344 | — | — | — | — |