ACC (%) | NMI (%) | |||||||||
k | K-means | NMF | NMF | GNMF | NMF | K-means | NMF | NMF | GNMF | 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 |