Table 8 Comparative results on the Iris data set
Method | \(E_{max}\) | \(E_{sum}\) |
|---|---|---|
k-Means | 67.3007 | 147.2335 |
Global k-means | 57.1672 | 139.9622 |
MinMax k-means (\(\beta =0.3\)) | 47.4502 | 138.8884 |
MinMax k-means (\(\beta =0.1\)) | 47.4502 | 138.8884 |
MinMax k-means (\(\beta =0\)) | 47.4502 | 138.8884 |
Global Minmax k-means (\(\beta =0.3\)) | 47.4502 | 138.8884 |
Global Minmax k-means (\(\beta =0.1\)) | 47.4502 | 138.8884 |
Global Minmax k-means (\(\beta =0\)) | 47.4502 | 138.8884 |