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

2

71.52

71.52

87.58

72.73

90.91

26.43

18.35

48.91

19.54

57.68

3

52.93

59.19

60.81

58.59

61.21

23.97

35.65

38.29

32.51

33.17

4

45.91

48.48

49.7

49.24

48.48

26.69

27.05

31.71

27.65

30.59

5

42.67

49.82

48.24

53.30

49.21

26.74

33.28

33.47

34.53

37.4

6

41.21

49.8

46.46

47.47

49.7

31.78

36.62

32.34

37.09

39.4

7

44.42

49.18

46.67

47.62

51.69

38.01

40.14

39.54

38.43

43.59

8

49.17

50.45

49.39

48.11

49.47

47.74

48.13

46.08

45.76

46.34

9

39.46

39.12

40.94

41.08

45.66

40.68

38.09

38.73

40.68

41.58

10

36.12

40.91

41.33

40.61

43.03

36.75

37.73

41.04

38.28

41.59

11

39.61

37.69

42.81

33.88

43.09

42.72

39.35

43.97

35.73

45.47

12

40.25

39.8

41.46

40.15

45.56

43.82

41.57

43.34

41.49

47.66

13

40

40.7

37.76

41.03

42.05

45.68

43.2

41.59

43.39

44.82

14

38.83

39.83

39.96

37.66

40.65

45.78

43.76

44.99

41.83

45.44

15

38.63

39.31

38.55

36.97

42.42

46.64

45.65

44.21

44.86

47.25

Avg.

44.33

46.84

47.97

46.31

50.22

37.38

37.75

40.58

37.26

42.99