ACC (%)

NMI (%)

k

K-means

NMF

L 2 , 1 NMF

GNMF

L ( r , c ) NMF

K-means

NMF

L 2 , 1 NMF

GNMF

L ( r , c ) NMF

14

55.48

61.9

63.25

57.86

71.05

69.19

73.93

75.17

72.42

80.29

16

53.75

62.87

67.33

62.71

63.25

70.84

76.56

79.23

77.57

76.37

18

57.67

63.78

65.37

64.07

67.3

74.91

78.32

77.78

78.78

80.05

20

54.57

64.7

63.97

64.67

65.67

71.53

78.51

78.31

77.25

81.06

22

56.06

63

63.88

63.64

65.79

73.4

78.51

79.2

78.66

80.18

24

55.11

61.03

62.31

59.03

61.28

73.08

76.99

76.88

75.69

77.09

26

55.33

60.15

61.69

60.38

62.18

73.91

76.76

77.88

75.80

79.1

28

56.76

63.45

62.05

60.71

62.67

76.14

78.82

77.59

77.74

78.58

30

52.02

56.27

57.16

57.56

60.29

72.17

75.2

76.06

76.95

77.91

32

51.73

56.71

57.04

54.90

58.67

72.63

76.28

76

74.99

76.71

34

51.04

56.31

58.53

54.41

62.63

72.65

75.97

77.07

75.28

79.44

36

51.7

57.81

55.65

57.87

56.65

73.44

77.56

76.19

77.70

76.71

38

52.75

59.02

58.84

61.93

61.18

74.62

78.84

78.49

79.80

80.37

40

50.12

55.55

56.15

55.67

58.45

73.6

75.53

75.9

75.76

77.34

Avg.

53.86

60.18

60.94

59.67

62.64

73.00

76.98

77.26

76.74

78.65