Table 1.
2-layer model | ||||||||||||
Best combination | Worst combination | |||||||||||
ncells | l | b | e | c | NMI | ARI | l | b | e | c | NMI | ARI |
10000 | 0.0005 | 200 | 25 | 100 | 0.99 | 0.99 | 0.0005 | 50 | 200 | 500 | 0.08 | 0.05 |
20000 | 0.001 | 200 | 25 | 250 | 0.98 | 0.95 | 0.001 | 200 | 200 | 500 | 0.2 | 0.13 |
30000 | 0.0005 | 100 | 100 | 100 | 0.97 | 0.97 | 0.0005 | 50 | 100 | 500 | 0 | 0 |
3-layer model | ||||||||||||
Best combination | Worst combination | |||||||||||
ncells | l | b | e | c | NMI | ARI | l | b | e | c | NMI | ARI |
10000 | 0.001 | 50 | 100 | 100 | 1 | 1 | 0.002 | 200 | 200 | 500 | 0.06 | 0.04 |
20000 | 0.0005 | 100 | 25 | 250 | 0.97 | 0.95 | 0.001 | 100 | 100 | 500 | 0.02 | 0.01 |
30000 | 0.0005 | 100 | 25 | 250 | 0.96 | 0.94 | 0.0005 | 50 | 200 | 250 | 0 | 0 |