Table 7 Comparative results on the Coil2 data set
Method | \(E_{max}\) | \(E_{sum}\) |
|---|---|---|
k-Means | 79.0141 | 155.6635 |
Global k-means | 105.2087 | 154.8112 |
MinMax k-means (\(p=0.5,\beta =0.3\)) | 58.7115 | 154.6850 |
MinMax k-means (\(p=0.5,\beta =0.1\)) | 57.1880 | 155.1839 |
MinMax k-means (\(p=0.5,\beta =0\)) | 58.7317 | 154.5164 |
MinMax k-means (\(p=0.4,\beta =0.3\)) | 58.8274 | 154.5812 |
MinMax k-means (\(p=0.4,\beta =0.1\)) | 58.8519 | 154.5189 |
MinMax k-means (\(p=0.4,\beta =0\)) | 58.8205 | 154.4097 |
MinMax k-means (\(p=0.3,\beta =0.3\)) | 58.9824 | 154.5769 |
MinMax k-means (\(p=0.3,\beta =0.1\)) | 58.9544 | 154.5170 |
MinMax k-means (\(p=0.3,\beta =0\)) | 58.9147 | 154.4083 |
MinMax k-means (\(p=0.2,\beta =0\)) | 59.1028 | 154.4047 |
MinMax k-means (\(p=0.1,\beta =0\)) | 68.6188 | 154.6814 |
Global Minmax k-means (\(p=0.5,\beta =0.3\)) | 56.9899 | 157.7988 |
Global Minmax k-means (\(p=0.5,\beta =0.1\)) | 56.9899 | 157.7988 |
Global Minmax k-means (\(p=0.5,\beta =0\)) | 57.7296 | 157.4811 |
Global Minmax k-means (\(p=0.3,\beta =0.3\)) | 60.5913 | 157.1706 |
Global Minmax k-means (\(p=0.3,\beta =0.1\)) | 60.8388 | 157.3204 |
Global Minmax k-means (\(p=0.3,\beta =0\)) | 60.8388 | 157.3204 |
Global Minmax k-means (\(p=0.05,\beta =0.3\)) | 102.5301 | 154.7850 |
Global Minmax k-means (\(p=0.05,\beta =0.1\)) | 102.5301 | 154.7850 |
Global Minmax k-means (\(p=0.05,\beta =0\)) | 102.5301 | 154.7850 |
Global Minmax k-means (\(p=0.02,\beta =0.3\)) | 103.4904 | 154.7737 |
Global Minmax k-means (\(p=0.02,\beta =0\)) | 103.4904 | 154.7737 |