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