Research Article
Symmetry Based Automatic Evolution of Clusters: A New Approach to Data Clustering
Table 5
Median values of adjusted Rand index for artificial and real data sets.
| Data sets | SBKM | MOCK | MOLGC |
| Data set-1 | 0.7599 | 0.9880 | 0.9895 | Data set-2 | 0.7510 | 0.9297 | 0.9555 | Data set-3 | 0.5199 | 0.9560 | 0.9940 | Data set-4 | 0.8685 | 0.9875 | 0.9850 | Data set-5 | 0.7280 | 0.9885 | 0.9915 | Data set-6 | 0.6625 | 0.9690 | 0.9825 | Data set-7 | 0.6805 | 1.0000 | 1.0000 | Data set-8 | 0.6375 | 0.9915 | 0.9980 | Iris | 0.7715 | 0.9380 | 0.9875 | Cancer | 0.7901 | 0.9565 | 0.9780 | Wine | 0.6610 | 0.9605 | 0.9615 | Diabetes | 0.7157 | 0.9870 | 0.9925 |
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