Cluster statistics for Leiden under different resolution values. Node coverage, expressed as percentage, refers to the the ratio of nodes in nonsingleton clusters to the total number of nodes in the network. # of clusters refers to the number of nonsingleton clusters. The last three columns refer to the sizes of nonsingleton clusters. Results shown here are before kmp-processing.
Resolution . | Node coverage . | # Clusters . | # Singletons . | Min. . | Median . | Max. . |
---|---|---|---|---|---|---|
0.0001 | 90.0% | 12,266 | 1,472,233 | 2 | 375 | 70,001 |
0.001 | 85.6% | 67,304 | 2,367,965 | 2 | 98 | 20,802 |
0.01 | 74.9% | 276,050 | 3,689,286 | 2 | 29 | 3,510 |
0.05 | 57.0% | 488,285 | 6,323,695 | 2 | 17 | 960 |
0.25 | 15.6% | 481,780 | 12,408,446 | 2 | 4 | 192 |
0.50 | 8.7% | 434,973 | 13,412,183 | 2 | 2 | 97 |
0.75 | 8.2% | 489,937 | 13,496,111 | 2 | 2 | 39 |
0.95 | 8.1% | 497,757 | 13,499,132 | 2 | 2 | 16 |
Resolution . | Node coverage . | # Clusters . | # Singletons . | Min. . | Median . | Max. . |
---|---|---|---|---|---|---|
0.0001 | 90.0% | 12,266 | 1,472,233 | 2 | 375 | 70,001 |
0.001 | 85.6% | 67,304 | 2,367,965 | 2 | 98 | 20,802 |
0.01 | 74.9% | 276,050 | 3,689,286 | 2 | 29 | 3,510 |
0.05 | 57.0% | 488,285 | 6,323,695 | 2 | 17 | 960 |
0.25 | 15.6% | 481,780 | 12,408,446 | 2 | 4 | 192 |
0.50 | 8.7% | 434,973 | 13,412,183 | 2 | 2 | 97 |
0.75 | 8.2% | 489,937 | 13,496,111 | 2 | 2 | 39 |
0.95 | 8.1% | 497,757 | 13,499,132 | 2 | 2 | 16 |