Table 9 Comparative results on the Seeds data set
Method | \(E_{max}\) | \(E_{sum}\) |
|---|---|---|
k-Means | 151.0572 | 428.7954 |
global k-means | 144.5954 | 428.6082 |
MinMax k-means (\(p=0.5,\beta =0.3\)) | 144.5954 | 428.6082 |
MinMax k-means (\(p=0.5,\beta =0.1\)) | 144.6353 | 428.7769 |
MinMax k-means (\(p=0.5,\beta =0\)) | 144.6353 | 428.7769 |
MinMax k-means (\(p=0.4,\beta =0.3\)) | 145.3806 | 428.6408 |
MinMax k-means (\(p=0.4,\beta =0.1\)) | 145.3806 | 428.6408 |
MinMax k-means (\(p=0.4,\beta =0\)) | 145.3806 | 428.6408 |
MinMax k-means (\(p=0.3,\beta =0.3\)) | 145.3806 | 428.6408 |
MinMax k-means (\(p=0.3,\beta =0.1\)) | 145.3806 | 428.6408 |
MinMax k-means (\(p=0.3,\beta =0\)) | 145.3806 | 428.6408 |
Global Minmax k-means (\(p=0.5,\beta =0.3\)) | 144.5954 | 428.6082 |
Global Minmax k-means (\(p=0.5,\beta =0.1\)) | 144.6880 | 429.0006 |
Global Minmax k-means (\(p=0.5,\beta =0\)) | 144.6880 | 429.0006 |
Global Minmax k-means (\(p=0.4,\beta =0.3\)) | 146.4214 | 428.6840 |
Global Minmax k-means (\(p=0.4,\beta =0.1\)) | 146.4214 | 428.6840 |
Global Minmax k-means (\(p=0.4,\beta =0\)) | 146.4214 | 428.6840 |
Global Minmax k-means (\(p=0.3,\beta =0.3\)) | 146.4214 | 428.6840 |
Global Minmax k-means (\(p=0.3,\beta =0.1\)) | 146.4214 | 428.6840 |
Global Minmax k-means (\(p=0.3,\beta =0\)) | 146.4214 | 428.6840 |