Table 6 The NMI scores and the number of clusters by the different inflation exponent values
From: Limited random walk algorithm for big graph data clustering
r | G1 | G2 | G3 | G4 | |
|---|---|---|---|---|---|
1.2 | 0 (1) | 0 (1) | 0 (1) | 0.155 (5) | 0.902 (10) |
1.4 | 0 (1) | 0 (1) | 0 (1) | 0.927 (22.7) | 0.906 (10) |
1.6 | 0 (1) | 0 (1) | 0 (1) | 1.0 (23) | 0.908 (11) |
1.8 | 1 (4) | 1 (4) | 1 (4) | 1.0 (20.8) | 0.910 (10) |
2 | 0.971 (4.6) | 1 (4) | 1 (4) | 1.0 (25) | 0.910 (10) |
2.4 | 0.868 (7.0) | 0.990 (4.2) | 1 (4) | 1.0 (21.8) | 0.910 (10) |
3 | 0.822 (6.3) | 0.962 (4.8) | 0.988 (4.2) | 1.0 (24.3) | 0.910 (10) |