Research Article
Symmetry Based Automatic Evolution of Clusters: A New Approach to Data Clustering
Table 4
Reconstruction error for the artificial and real data sets.
| Data set | Cluster value | SBKM | MOCK | MOLGC |
| Data set-1 | 2 | 19.50 | 14.35 | 11.45 | Data set-2 | 3 | 17.15 | 13.72 | 10.25 | Data set-3 | 5 | 15.45 | 10.45 | 9.14 | Data set-4 | 4 | 16.15 | 11.25 | 9.45 | Data set-5 | 4 | 17.12 | 12.25 | 10.50 | Data set-6 | 10 | 11.15 | 8.50 | 5.25 | Data set-7 | 4 | 17.10 | 12.35 | 8.06 | Data set-8 | 10 | 12.50 | 8.55 | 3.85 | Iris | 3 | 15.82 | 12.47 | 9.25 | Cancer | 2 | 18.45 | 13.25 | 10.15 | Wine | 3 | 17.35 | 13.53 | 8.97 | Diabetes | 2 | 19.10 | 11.72 | 9.55 |
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