diff options
| author | YurenHao0426 <blackhao0426@gmail.com> | 2026-02-24 08:40:49 +0000 |
|---|---|---|
| committer | YurenHao0426 <blackhao0426@gmail.com> | 2026-02-24 08:40:49 +0000 |
| commit | 8f63cf9f41bbdb8d55cd4679872d2b4ae2129324 (patch) | |
| tree | ab5c95888849e854f2346db856c7edece7c8b8a7 /results/stats/topology/leiden_cpm_001/cluster_details.json | |
EC-SBM community detection analysis: full pipeline and writeup
Implement community detection on 3 EC-SBM networks (polblogs, topology,
internet_as) using 5 methods (Leiden-Mod, Leiden-CPM at 0.1 and 0.01,
Infomap, graph-tool SBM). Compute AMI/ARI/NMI accuracy, cluster statistics,
and generate figures and LaTeX report.
Diffstat (limited to 'results/stats/topology/leiden_cpm_001/cluster_details.json')
| -rw-r--r-- | results/stats/topology/leiden_cpm_001/cluster_details.json | 16220 |
1 files changed, 16220 insertions, 0 deletions
diff --git a/results/stats/topology/leiden_cpm_001/cluster_details.json b/results/stats/topology/leiden_cpm_001/cluster_details.json new file mode 100644 index 0000000..5fc1a65 --- /dev/null +++ b/results/stats/topology/leiden_cpm_001/cluster_details.json @@ -0,0 +1,16220 @@ +[ + { + "com_id": "0", + "n": 1000, + "m_internal": 30040, + "c_boundary": 41094, + "edge_density": 0.06014014014014014, + "degree_density": 30.04, + "conductance": 0.40617154604938027 + }, + { + "com_id": "1", + "n": 138, + "m_internal": 211, + "c_boundary": 373, + "edge_density": 0.022320956310166083, + "degree_density": 1.5289855072463767, + "conductance": 0.4691823899371069 + }, + { + "com_id": "10", + "n": 101, + "m_internal": 100, + "c_boundary": 203, + "edge_density": 0.019801980198019802, + "degree_density": 0.9900990099009901, + "conductance": 0.5037220843672456 + }, + { + "com_id": "100", + "n": 43, + "m_internal": 83, + "c_boundary": 80, + "edge_density": 0.09191583610188261, + "degree_density": 1.930232558139535, + "conductance": 0.3252032520325203 + }, + { + "com_id": "1000", + "n": 5, + "m_internal": 4, + "c_boundary": 1, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.1111111111111111 + }, + { + "com_id": "1001", + "n": 5, + "m_internal": 4, + "c_boundary": 5, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.38461538461538464 + }, + { + "com_id": "1002", + "n": 5, + "m_internal": 4, + "c_boundary": 5, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.38461538461538464 + }, + { + "com_id": "1003", + "n": 5, + "m_internal": 4, + "c_boundary": 20, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.7142857142857143 + }, + { + "com_id": "1004", + "n": 5, + "m_internal": 4, + "c_boundary": 6, + "edge_density": 0.4, + "degree_density": 0.8, + "conductance": 0.42857142857142855 + }, + { + "com_id": "1005", + "n": 5, + "m_internal": 4, + "c_boundary": 26, + "edge_density": 0.4, + "degree_density": 0.8, + 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\ No newline at end of file |