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/polblogs/leiden_mod/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/polblogs/leiden_mod/cluster_details.json')
| -rw-r--r-- | results/stats/polblogs/leiden_mod/cluster_details.json | 83 |
1 files changed, 83 insertions, 0 deletions
diff --git a/results/stats/polblogs/leiden_mod/cluster_details.json b/results/stats/polblogs/leiden_mod/cluster_details.json new file mode 100644 index 0000000..b4fe823 --- /dev/null +++ b/results/stats/polblogs/leiden_mod/cluster_details.json @@ -0,0 +1,83 @@ +[ + { + "com_id": "0", + "n": 645, + "m_internal": 7605, + "c_boundary": 2398, + "edge_density": 0.03661707352303915, + "degree_density": 11.790697674418604, + "conductance": 0.13618809631985462 + }, + { + "com_id": "1", + "n": 542, + "m_internal": 6651, + "c_boundary": 2392, + "edge_density": 0.045364945331523555, + "degree_density": 12.271217712177123, + "conductance": 0.15241493564419523 + }, + { + "com_id": "2", + "n": 24, + "m_internal": 23, + "c_boundary": 89, + "edge_density": 0.08333333333333333, + "degree_density": 0.9583333333333334, + "conductance": 0.6592592592592592 + }, + { + "com_id": "3", + "n": 3, + "m_internal": 2, + "c_boundary": 8, + "edge_density": 0.6666666666666666, + "degree_density": 0.6666666666666666, + "conductance": 0.6666666666666666 + }, + { + "com_id": "4", + "n": 2, + "m_internal": 1, + "c_boundary": 1, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.3333333333333333 + }, + { + "com_id": "5", + "n": 2, + "m_internal": 1, + "c_boundary": 0, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.0 + }, + { + "com_id": "6", + "n": 2, + "m_internal": 1, + "c_boundary": 2, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.5 + }, + { + "com_id": "7", + "n": 2, + "m_internal": 1, + "c_boundary": 1, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.3333333333333333 + }, + { + "com_id": "8", + "n": 2, + "m_internal": 1, + "c_boundary": 5, + "edge_density": 1.0, + "degree_density": 0.5, + "conductance": 0.7142857142857143 + } +]
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