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Table 10 Comparative results on the Yeast data set

From: The global Minmax k-means algorithm

Method

\(E_{max}\)

\(E_{sum}\)

k-Means

13.5325

51.4444

Global k-means

13.4129

50.9959

MinMax k-means (\(p=0.5,\beta =0.3\))

14.2165

52.7943

MinMax k-means (\(p=0.5,\beta =0.1\))

22.6182

59.2278

MinMax k-means (\(p=0.5,\beta =0\))

12.6324

51.7455

MinMax k-means (\(p=0.4,\beta =0.3\))

11.1771

51.4789

MinMax k-means (\(p=0.4,\beta =0.1\))

17.5689

54.6692

MinMax k-means (\(p=0.4,\beta =0\))

12.6495

51.7366

MinMax k-means (\(p=0.3,\beta =0.3\))

11.3333

51.3884

MinMax k-means (\(p=0.3,\beta =0.1\))

11.6825

51.4354

MinMax k-means (\(p=0.3,\beta =0\))

12.5912

51.7159

MinMax k-means (\(p=0.1,\beta =0.3\))

12.6833

51.4565

MinMax k-means (\(p=0.1,\beta =0.1\))

12.6655

51.4575

MinMax k-means (\(p=0.1,\beta =0\))

12.6351

51.4379

Global Minmax k-means (\(p=0.5,\beta =0.3\))

11.1427

51.3872

Global Minmax k-means (\(p=0.5,\beta =0.1\))

21.2196

64.6526

Global Minmax k-means (\(p=0.5,\beta =0\))

17.1350

53.5700

Global Minmax k-means (\(p=0.4,\beta =0.3\))

11.3387

51.3334

Global Minmax k-means (\(p=0.4,\beta =0.1\))

10.9260

51.3190

Global Minmax k-means (\(p=0.4,\beta =0\))

22.5238

53.2086

Global Minmax k-means (\(p=0.3,\beta =0.3\))

11.8178

51.2643

Global Minmax k-means (\(p=0.3,\beta =0.1\))

11.8837

51.2450

Global Minmax k-means (\(p=0.3,\beta =0\))

22.5238

53.2086

Global Minmax k-means (\(p=0.2,\beta =0.3\))

12.2198

51.1261

Global Minmax k-means (\(p=0.2,\beta =0.1\))

12.2198

51.1261

Global Minmax k-means (\(p=0.2,\beta =0\))

12.1166

51.1379

Global Minmax k-means (\(p=0.1,\beta =0.3\))

16.0342

53.6899

Global Minmax k-means (\(p=0.1,\beta =0.1\))

16.0342

53.6899

Global Minmax k-means (\(p=0.1,\beta =0\))

16.0179

53.6955

  1. Italic values indicate the best results in all the present results