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Table 11 Comparative results on the Pendigit data set

From: The global Minmax k-means algorithm

Method

\(E_{max}\)

\(E_{sum}\)

k-Means

11,540

60,963

Global k-means

12,549

59,643

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

8510

62,094

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

16,826

71,546

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

7744

61,116

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

7609

61,184

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

10,394

63,285

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

7740

61,100

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

7948

60,993

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

7918

60,993

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

7924

60,994

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

8854

60,825

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

8824

60,823

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

8854

60,825

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

9630

60,753

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

9611

60,759

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

9630

60,753

MinMax k-means (\(p=0.02,\beta =0.3\))

10,920

60,805

MinMax k-means (\(p=0.02,\beta =0.1\))

10,919

60,805

MinMax k-means (\(p=0.02,\beta =0\))

10,915

60,805

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

11,539

60,962

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

6685

60,394

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

19,143

70,402

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

6891

60,234

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

6853

60,305

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

6828

60,300

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

6891

60,234

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

6994

60,181

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

6994

60,181

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

6994

60,179

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

10,860

59,918

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

10,860

59,918

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

10,860

59,918

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

11,601

59,710

Global Minmax k-means (\(p=0.02,\beta =0\))

12,330

59,645

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

12,523

59,643

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