Skip to main content

Table 5 Comparative results on \(S_4\) data set

From: The global Minmax k-means algorithm

Method

\(E_{max}\)

\(E_{sum}\)

k-Means

68.0815

110.6536

Global k-means

62.5878

105.5999

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

54.0427

109.0927

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

54.0427

109.0927

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

54.0464

109.1226

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

57.3660

106.6937

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

57.3660

106.6937

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

57.3660

106.6937

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

61.0903

105.6490

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

61.0903

105.6490

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

61.0903

105.6490

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

68.0815

110.6536

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

54.0427

109.0927

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

54.0464

109.1226

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

54.0464

109.1226

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

57.3660

106.6937

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

57.3660

106.6937

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

57.3660

106.6937

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

61.0903

105.6490

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

61.0903

105.6490

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

61.0903

105.6490

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

62.5878

105.5999

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