Table 4 Comparative results on \(S_3\) data set
Method | \(E_{max}\) | \(E_{sum}\) |
|---|---|---|
k-Means | 90.8431 | 329.4181 |
Global k-means | 90.8431 | 329.4133 |
MinMax k-means (\(p=0.5,\beta =0.3\)) | 87.1170 | 329.6677 |
MinMax k-means (\(p=0.5,\beta =0.1\)) | 87.1170 | 329.6677 |
MinMax k-means (\(p=0.5,\beta =0\)) | 87.1170 | 329.6352 |
MinMax k-means (\(p=0.3,\beta =0.3\)) | 88.4824 | 329.4766 |
MinMax k-means (\(p=0.3,\beta =0.1\)) | 88.4824 | 329.4766 |
MinMax k-means (\(p=0.3,\beta =0\)) | 88.5052 | 329.4761 |
MinMax k-means (\(p=0.1,\beta =0.3\)) | 89.6205 | 329.4349 |
MinMax k-means (\(p=0.1,\beta =0.1\)) | 89.5976 | 329.4351 |
MinMax k-means (\(p=0.1,\beta =0\)) | 89.6203 | 329.4346 |
MinMax k-means (\(p=0,\beta =0\)) | 90.8430 | 329.4181 |
Global Minmax k-means (\(p=0.5,\beta =0.3\)) | 87.1170 | 329.6677 |
Global Minmax k-means (\(p=0.5,\beta =0.1\)) | 87.1170 | 329.6677 |
Global Minmax k-means (\(p=0.5,\beta =0\)) | 87.1170 | 329.6352 |
Global Minmax k-means (\(p=0.3,\beta =0.3\)) | 87.1170 | 329.5055 |
Global Minmax k-means (\(p=0.3,\beta =0.1\)) | 87.1170 | 329.5055 |
Global Minmax k-means (\(p=0.3,\beta =0\)) | 87.1170 | 329.5055 |
Global Minmax k-means (\(p=0.1,\beta =0.3\)) | 88.5673 | 329.4616 |
Global Minmax k-means (\(p=0.1,\beta =0.1\)) | 88.5673 | 329.4616 |
Global Minmax k-means (\(p=0.1,\beta =0\)) | 88.5673 | 329.4616 |
Global Minmax k-means (\(p=0,\beta =0\)) | 90.8431 | 329.4133 |