From: Overlapping community detection for count-value networks
Communities | Size | |
---|---|---|
Ground truth | C1 = \(\{2,3,4,5,7,8,9, 10, 11, 14, 16, 17,18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29\}\) | 23 |
C2 = \(\{1, 3, 4,6, 7,9, 10, 11, 12, 13, 14, 15, 16, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30\}\) | 23 | |
C3 = \(\{1,2,5,6,13,17,26,30\}\) | 8 | |
C4 = \(\{1,8,15,16,28\}\) | 5 | |
C5 = \(\{5,12,17,24,28\}\) | 5 | |
C6 = \(\{3,7,10,13,18,30\}\) | 6 | |
C7 = \(\{4,12,20,25\}\) | 4 | |
C8 = \(\{13,14,23\}\) | 3 | |
Inferred result, the 6997th sample | C1 = \(\{2,3,4,5,7,8,9, 10, 11, 14, 16, 17,18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 29\}\) | 23 |
C2 = \(\{1, 3, 4,6, 7,9, 10, 11, 12, 13, 14, 15, 16, 20, 21, 22, 23, 25, 26, 27, 28, 29, 30\}\) | 23 | |
C3 = \(\{5,12,13,17,24,25,28\}\) | 7 | |
C4 = \(\{1,2,5,6,17,26,30\}\) | 7 | |
C5 = \(\{1,2,8,15,16,28\}\) | 6 | |
C6 = \(\{6,13,18,23,30\}\) | 5 | |
C7 = \(\{3,10,21\}\) | 3 | |
C8 = \(\{10,13,21\}\) | 3 | |
The 1000th sample | C1 = \(V_t\) | 30 |
C2 = \(\{3,4,7,10,11,14,16,20,21,22,23,25,29\}\) | 13 | |
C3 = \(\{5,20,23,24,25,27\}\) | 6 | |
C4 = \(\{2,5,8,17,26\}\) | 5 | |
C5 = \(\{1,2,6,30\}\) | 4 | |
C6 = \(\{6,21,26,27,28\}\) | 5 | |
C7 = \(\{9,12,14,20,27\}\) | 5 | |
C8 = \(\{9,10,30\}\) | 3 |