summaryrefslogtreecommitdiff
path: root/results/stats/polblogs/ground_truth
diff options
context:
space:
mode:
authorYurenHao0426 <blackhao0426@gmail.com>2026-02-24 08:40:49 +0000
committerYurenHao0426 <blackhao0426@gmail.com>2026-02-24 08:40:49 +0000
commit8f63cf9f41bbdb8d55cd4679872d2b4ae2129324 (patch)
treeab5c95888849e854f2346db856c7edece7c8b8a7 /results/stats/polblogs/ground_truth
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/ground_truth')
-rw-r--r--results/stats/polblogs/ground_truth/cluster_details.json632
-rw-r--r--results/stats/polblogs/ground_truth/mixing_params.json1
2 files changed, 633 insertions, 0 deletions
diff --git a/results/stats/polblogs/ground_truth/cluster_details.json b/results/stats/polblogs/ground_truth/cluster_details.json
new file mode 100644
index 0000000..b2f1602
--- /dev/null
+++ b/results/stats/polblogs/ground_truth/cluster_details.json
@@ -0,0 +1,632 @@
+[
+ {
+ "com_id": "0",
+ "n": 24,
+ "m_internal": 123,
+ "c_boundary": 2008,
+ "edge_density": 0.44565217391304346,
+ "degree_density": 5.125,
+ "conductance": 0.8908606921029282
+ },
+ {
+ "com_id": "1",
+ "n": 13,
+ "m_internal": 32,
+ "c_boundary": 976,
+ "edge_density": 0.41025641025641024,
+ "degree_density": 2.4615384615384617,
+ "conductance": 0.9384615384615385
+ },
+ {
+ "com_id": "10",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 2,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.5
+ },
+ {
+ "com_id": "11",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 6,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.75
+ },
+ {
+ "com_id": "12",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 6,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.75
+ },
+ {
+ "com_id": "13",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 3,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.6
+ },
+ {
+ "com_id": "14",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 7,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.7777777777777778
+ },
+ {
+ "com_id": "15",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 13,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8666666666666667
+ },
+ {
+ "com_id": "16",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 13,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8666666666666667
+ },
+ {
+ "com_id": "17",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 17,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8947368421052632
+ },
+ {
+ "com_id": "18",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 13,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8666666666666667
+ },
+ {
+ "com_id": "19",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 12,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.75
+ },
+ {
+ "com_id": "2",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 8,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.6666666666666666
+ },
+ {
+ "com_id": "20",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 37,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.9024390243902439
+ },
+ {
+ "com_id": "21",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 1,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.3333333333333333
+ },
+ {
+ "com_id": "22",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 0,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.0
+ },
+ {
+ "com_id": "23",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 3,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.6
+ },
+ {
+ "com_id": "24",
+ "n": 5,
+ "m_internal": 4,
+ "c_boundary": 14,
+ "edge_density": 0.4,
+ "degree_density": 0.8,
+ "conductance": 0.6363636363636364
+ },
+ {
+ "com_id": "25",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 3,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.6
+ },
+ {
+ "com_id": "26",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 47,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.9591836734693877
+ },
+ {
+ "com_id": "27",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 17,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8947368421052632
+ },
+ {
+ "com_id": "28",
+ "n": 4,
+ "m_internal": 3,
+ "c_boundary": 13,
+ "edge_density": 0.5,
+ "degree_density": 0.75,
+ "conductance": 0.6842105263157895
+ },
+ {
+ "com_id": "29",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 7,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.7777777777777778
+ },
+ {
+ "com_id": "3",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 164,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.9761904761904762
+ },
+ {
+ "com_id": "30",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 29,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.8787878787878788
+ },
+ {
+ "com_id": "31",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 10,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8333333333333334
+ },
+ {
+ "com_id": "32",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 1,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.3333333333333333
+ },
+ {
+ "com_id": "33",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 5,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.7142857142857143
+ },
+ {
+ "com_id": "34",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 2,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.5
+ },
+ {
+ "com_id": "35",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 10,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8333333333333334
+ },
+ {
+ "com_id": "36",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 11,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8461538461538461
+ },
+ {
+ "com_id": "37",
+ "n": 4,
+ "m_internal": 3,
+ "c_boundary": 93,
+ "edge_density": 0.5,
+ "degree_density": 0.75,
+ "conductance": 0.9393939393939394
+ },
+ {
+ "com_id": "38",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 3,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.42857142857142855
+ },
+ {
+ "com_id": "39",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 71,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.9726027397260274
+ },
+ {
+ "com_id": "4",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 384,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.9948186528497409
+ },
+ {
+ "com_id": "40",
+ "n": 4,
+ "m_internal": 3,
+ "c_boundary": 22,
+ "edge_density": 0.5,
+ "degree_density": 0.75,
+ "conductance": 0.7857142857142857
+ },
+ {
+ "com_id": "41",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 31,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.9393939393939394
+ },
+ {
+ "com_id": "42",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 18,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.9
+ },
+ {
+ "com_id": "43",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 11,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8461538461538461
+ },
+ {
+ "com_id": "44",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 69,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.971830985915493
+ },
+ {
+ "com_id": "45",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 48,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.9230769230769231
+ },
+ {
+ "com_id": "46",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 69,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.971830985915493
+ },
+ {
+ "com_id": "47",
+ "n": 3,
+ "m_internal": 3,
+ "c_boundary": 11,
+ "edge_density": 1.0,
+ "degree_density": 1.0,
+ "conductance": 0.6470588235294118
+ },
+ {
+ "com_id": "48",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 12,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8571428571428571
+ },
+ {
+ "com_id": "49",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 4,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.6666666666666666
+ },
+ {
+ "com_id": "5",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 4,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.6666666666666666
+ },
+ {
+ "com_id": "50",
+ "n": 4,
+ "m_internal": 3,
+ "c_boundary": 124,
+ "edge_density": 0.5,
+ "degree_density": 0.75,
+ "conductance": 0.9538461538461539
+ },
+ {
+ "com_id": "51",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 5,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.7142857142857143
+ },
+ {
+ "com_id": "52",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 2,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.5
+ },
+ {
+ "com_id": "53",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 4,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.6666666666666666
+ },
+ {
+ "com_id": "54",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 10,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8333333333333334
+ },
+ {
+ "com_id": "55",
+ "n": 28,
+ "m_internal": 118,
+ "c_boundary": 2673,
+ "edge_density": 0.31216931216931215,
+ "degree_density": 4.214285714285714,
+ "conductance": 0.9188724647645239
+ },
+ {
+ "com_id": "56",
+ "n": 39,
+ "m_internal": 139,
+ "c_boundary": 1075,
+ "edge_density": 0.18758434547908232,
+ "degree_density": 3.5641025641025643,
+ "conductance": 0.7945306725794531
+ },
+ {
+ "com_id": "57",
+ "n": 44,
+ "m_internal": 377,
+ "c_boundary": 2287,
+ "edge_density": 0.3985200845665962,
+ "degree_density": 8.568181818181818,
+ "conductance": 0.7520552449852023
+ },
+ {
+ "com_id": "58",
+ "n": 25,
+ "m_internal": 108,
+ "c_boundary": 1229,
+ "edge_density": 0.36,
+ "degree_density": 4.32,
+ "conductance": 0.8505190311418686
+ },
+ {
+ "com_id": "59",
+ "n": 25,
+ "m_internal": 108,
+ "c_boundary": 1485,
+ "edge_density": 0.36,
+ "degree_density": 4.32,
+ "conductance": 0.873015873015873
+ },
+ {
+ "com_id": "6",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 6,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.75
+ },
+ {
+ "com_id": "60",
+ "n": 26,
+ "m_internal": 58,
+ "c_boundary": 1168,
+ "edge_density": 0.17846153846153845,
+ "degree_density": 2.230769230769231,
+ "conductance": 0.9096573208722741
+ },
+ {
+ "com_id": "61",
+ "n": 9,
+ "m_internal": 22,
+ "c_boundary": 1689,
+ "edge_density": 0.6111111111111112,
+ "degree_density": 2.4444444444444446,
+ "conductance": 0.9746105020196192
+ },
+ {
+ "com_id": "62",
+ "n": 31,
+ "m_internal": 104,
+ "c_boundary": 1624,
+ "edge_density": 0.22365591397849463,
+ "degree_density": 3.3548387096774195,
+ "conductance": 0.8864628820960698
+ },
+ {
+ "com_id": "63",
+ "n": 17,
+ "m_internal": 40,
+ "c_boundary": 1081,
+ "edge_density": 0.29411764705882354,
+ "degree_density": 2.3529411764705883,
+ "conductance": 0.9310938845822567
+ },
+ {
+ "com_id": "64",
+ "n": 60,
+ "m_internal": 219,
+ "c_boundary": 1589,
+ "edge_density": 0.12372881355932204,
+ "degree_density": 3.65,
+ "conductance": 0.7839171188949186
+ },
+ {
+ "com_id": "65",
+ "n": 41,
+ "m_internal": 89,
+ "c_boundary": 1638,
+ "edge_density": 0.10853658536585366,
+ "degree_density": 2.1707317073170733,
+ "conductance": 0.9019823788546255
+ },
+ {
+ "com_id": "66",
+ "n": 32,
+ "m_internal": 61,
+ "c_boundary": 347,
+ "edge_density": 0.12298387096774194,
+ "degree_density": 1.90625,
+ "conductance": 0.7398720682302772
+ },
+ {
+ "com_id": "67",
+ "n": 41,
+ "m_internal": 79,
+ "c_boundary": 609,
+ "edge_density": 0.09634146341463415,
+ "degree_density": 1.9268292682926829,
+ "conductance": 0.7940026075619296
+ },
+ {
+ "com_id": "68",
+ "n": 5,
+ "m_internal": 7,
+ "c_boundary": 125,
+ "edge_density": 0.7,
+ "degree_density": 1.4,
+ "conductance": 0.8992805755395683
+ },
+ {
+ "com_id": "69",
+ "n": 5,
+ "m_internal": 10,
+ "c_boundary": 134,
+ "edge_density": 1.0,
+ "degree_density": 2.0,
+ "conductance": 0.8701298701298701
+ },
+ {
+ "com_id": "7",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 25,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.9259259259259259
+ },
+ {
+ "com_id": "8",
+ "n": 2,
+ "m_internal": 1,
+ "c_boundary": 8,
+ "edge_density": 1.0,
+ "degree_density": 0.5,
+ "conductance": 0.8
+ },
+ {
+ "com_id": "9",
+ "n": 3,
+ "m_internal": 2,
+ "c_boundary": 22,
+ "edge_density": 0.6666666666666666,
+ "degree_density": 0.6666666666666666,
+ "conductance": 0.8461538461538461
+ }
+] \ No newline at end of file
diff --git a/results/stats/polblogs/ground_truth/mixing_params.json b/results/stats/polblogs/ground_truth/mixing_params.json
new file mode 100644
index 0000000..49a2502
--- /dev/null
+++ b/results/stats/polblogs/ground_truth/mixing_params.json
@@ -0,0 +1 @@
+[0.5, 1.0, 0.9512195121951219, 0.993006993006993, 1.0, 0.9411764705882353, 0.6857142857142857, 1.0, 0.9416666666666667, 0.78125, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8455284552845528, 1.0, 0.75, 0.7954545454545454, 0.8181818181818181, 0.75, 1.0, 1.0, 1.0, 0.9333333333333333, 0.8048780487804879, 1.0, 1.0, 0.8181818181818181, 0.7142857142857143, 1.0, 0.6666666666666667, 0.9375, 1.0, 0.8387096774193549, 0.96, 0.7777777777777778, 0.9152542372881356, 0.7777777777777778, 0.9666666666666667, 0.8623188405797102, 1.0, 0.7777777777777778, 1.0, 0.9395604395604396, 1.0, 1.0, 0.8181818181818181, 1.0, 0.6363636363636364, 1.0, 0.9066666666666666, 0.8148148148148149, 0.8709677419354839, 1.0, 1.0, 1.0, 0.8620689655172413, 0.9642857142857143, 1.0, 0.8333333333333334, 0.625, 0.9642857142857143, 1.0, 1.0, 1.0, 0.7461538461538462, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.19999999999999996, 1.0, 1.0, 1.0, 1.0, 0.875, 1.0, 0.8888888888888888, 1.0, 1.0, 1.0, 1.0, 0.9821428571428571, 1.0, 0.8961038961038961, 1.0, 0.8333333333333334, 0.95, 0.8571428571428572, 0.8571428571428572, 1.0, 1.0, 0.78125, 1.0, 0.8780487804878049, 1.0, 1.0, 0.8333333333333334, 1.0, 1.0, 0.7959183673469388, 0.6666666666666667, 0.5, 1.0, 0.5333333333333333, 0.9444444444444444, 1.0, 1.0, 0.7105263157894737, 1.0, 0.8333333333333334, 1.0, 0.8666666666666667, 0.6, 0.6923076923076923, 1.0, 0.5, 1.0, 1.0, 0.6666666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.8809523809523809, 0.7101449275362319, 0.9375, 0.8541666666666666, 1.0, 1.0, 0.6666666666666667, 1.0, 0.0, 0.8333333333333334, 0.8571428571428572, 0.96875, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 0.8695652173913043, 0.6666666666666667, 1.0, 0.9333333333333333, 0.7727272727272727, 1.0, 0.8709677419354839, 1.0, 1.0, 0.6857142857142857, 0.5, 0.88, 1.0, 0.6734693877551021, 0.875, 0.9117647058823529, 0.9230769230769231, 0.8181818181818181, 1.0, 0.6666666666666667, 0.8307692307692307, 0.6666666666666667, 1.0, 1.0, 0.875, 0.9572649572649573, 0.9230769230769231, 0.7142857142857143, 1.0, 1.0, 0.6666666666666667, 0.7037037037037037, 1.0, 0.5806451612903225, 0.8433734939759037, 1.0, 1.0, 1.0, 0.8076923076923077, 1.0, 1.0, 1.0, 0.8507462686567164, 1.0, 1.0, 0.8888888888888888, 0.8, 0.7088607594936709, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9492753623188406, 0.8541666666666666, 0.9402985074626866, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8865979381443299, 0.8947368421052632, 0.926829268292683, 0.9375, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.72, 0.9166666666666666, 1.0, 0.8, 1.0, 0.9217877094972067, 0.8, 0.5, 0.9285714285714286, 1.0, 1.0, 0.75, 1.0, 0.7906976744186046, 1.0, 1.0, 1.0, 0.9047619047619048, 0.9852941176470589, 0.9230769230769231, 0.6666666666666667, 0.8181818181818181, 0.6875, 0.5, 1.0, 1.0, 1.0, 0.825, 0.9166666666666666, 0.0, 0.8611111111111112, 1.0, 1.0, 1.0, 1.0, 0.7692307692307692, 1.0, 0.9315068493150684, 0.8571428571428572, 1.0, 0.9272727272727272, 0.0, 1.0, 0.6, 1.0, 1.0, 1.0, 0.7848101265822784, 0.825, 1.0, 1.0, 0.6666666666666667, 1.0, 0.953125, 0.8571428571428572, 0.6956521739130435, 0.8, 1.0, 0.967741935483871, 1.0, 1.0, 0.7692307692307692, 1.0, 1.0, 1.0, 0.9130434782608696, 0.8823529411764706, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8, 1.0, 0.6666666666666667, 0.75, 0.7746478873239436, 1.0, 1.0, 1.0, 1.0, 1.0, 0.6666666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9117647058823529, 1.0, 1.0, 1.0, 0.9534883720930233, 1.0, 1.0, 1.0, 1.0, 0.6881720430107527, 0.6363636363636364, 0.9473684210526316, 1.0, 0.9782608695652174, 0.8181818181818181, 1.0, 0.9473684210526316, 0.8, 0.9189189189189189, 1.0, 1.0, 1.0, 1.0, 0.8181818181818181, 1.0, 0.6666666666666667, 1.0, 1.0, 0.8, 1.0, 1.0, 1.0, 0.9436619718309859, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.9166666666666666, 0.8939393939393939, 1.0, 1.0, 0.675, 1.0, 0.7142857142857143, 0.875, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8461538461538461, 0.875, 1.0, 0.935483870967742, 0.8148148148148149, 0.75, 0.5882352941176471, 0.75, 0.8888888888888888, 1.0, 1.0, 0.7692307692307692, 1.0, 1.0, 0.8654970760233918, 0.9080459770114943, 0.8148148148148149, 0.8666666666666667, 1.0, 1.0, 1.0, 1.0, 0.7980769230769231, 0.9459459459459459, 1.0, 1.0, 1.0, 1.0, 0.6666666666666667, 0.8913043478260869, 0.896551724137931, 1.0, 0.9, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8484848484848485, 1.0, 1.0, 0.9262295081967213, 0.8571428571428572, 0.8461538461538461, 1.0, 0.8793103448275862, 0.7377049180327868, 0.7415730337078652, 1.0, 1.0, 0.9326923076923077, 0.8095238095238095, 1.0, 0.9076923076923077, 0.8148148148148149, 1.0, 1.0, 0.967391304347826, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.8909952606635071, 1.0, 1.0, 1.0, 1.0, 0.85, 0.9772079772079773, 0.6666666666666667, 1.0, 1.0, 1.0, 0.59375, 0.5, 1.0, 1.0, 1.0, 0.8235294117647058, 0.8974358974358975, 0.65, 1.0, 1.0, 0.96875, 1.0, 0.8791946308724832, 0.8181818181818181, 0.8571428571428572, 1.0, 1.0, 1.0, 0.8987341772151899, 1.0, 1.0, 0.9615384615384616, 0.9285714285714286, 0.8823529411764706, 1.0, 0.8620689655172413, 0.9487179487179487, 1.0, 0.9294117647058824, 1.0, 1.0, 0.75, 1.0, 0.9464285714285714, 1.0, 1.0, 0.5, 0.8, 1.0, 1.0, 1.0, 0.9464285714285714, 0.9622641509433962, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8314606741573034, 0.6818181818181819, 0.9239130434782609, 1.0, 1.0, 0.868421052631579, 1.0, 1.0, 1.0, 0.5, 1.0, 0.9672131147540983, 1.0, 0.9117647058823529, 1.0, 0.8, 0.8461538461538461, 0.9125, 1.0, 0.9368421052631579, 1.0, 0.9013452914798207, 0.7941176470588236, 1.0, 1.0, 0.8085106382978724, 1.0, 1.0, 0.7272727272727273, 0.875, 1.0, 0.5, 1.0, 0.9767441860465116, 0.8707482993197279, 0.6666666666666667, 1.0, 0.8235294117647058, 0.7, 1.0, 0.5, 1.0, 1.0, 1.0, 0.782608695652174, 0.8947368421052632, 1.0, 0.8857142857142857, 0.9130434782608696, 1.0, 0.8823529411764706, 0.8, 0.8813559322033898, 0.6956521739130435, 0.8571428571428572, 0.9009009009009009, 1.0, 1.0, 1.0, 0.6774193548387097, 1.0, 1.0, 1.0, 0.7666666666666666, 0.9, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8333333333333334, 0.7428571428571429, 0.6082474226804124, 1.0, 0.9705882352941176, 0.875, 1.0, 0.9487179487179487, 0.8461538461538461, 0.7794117647058824, 1.0, 1.0, 0.9047619047619048, 0.9047619047619048, 0.8888888888888888, 1.0, 1.0, 1.0, 0.7021276595744681, 1.0, 0.7857142857142857, 0.8571428571428572, 1.0, 1.0, 0.8125, 1.0, 0.9, 1.0, 0.9436619718309859, 1.0, 1.0, 1.0, 0.6756756756756757, 0.9252336448598131, 0.8852459016393442, 0.9958847736625515, 1.0, 0.9714285714285714, 1.0, 0.9387755102040817, 0.8409090909090909, 0.5, 1.0, 1.0, 0.75, 0.873015873015873, 0.7627118644067796, 0.8181818181818181, 1.0, 1.0, 0.9080459770114943, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8613138686131387, 1.0, 1.0, 0.7518796992481203, 0.696078431372549, 0.9148936170212766, 1.0, 0.9292929292929293, 0.9181818181818182, 1.0, 1.0, 0.9172932330827068, 1.0, 0.9, 1.0, 0.7916666666666666, 1.0, 0.9, 1.0, 1.0, 0.5454545454545454, 0.8, 0.8, 0.0, 1.0, 1.0, 0.9764705882352941, 0.6666666666666667, 1.0, 1.0, 0.8135593220338984, 1.0, 1.0, 1.0, 0.5, 0.9285714285714286, 0.6153846153846154, 0.75, 0.9111111111111111, 0.9642857142857143, 1.0, 1.0, 0.9411764705882353, 1.0, 1.0, 0.8947368421052632, 1.0, 0.92, 1.0, 0.90625, 1.0, 1.0, 0.9090909090909091, 1.0, 1.0, 0.9375, 0.8529411764705882, 0.9302325581395349, 0.9, 0.8333333333333334, 0.7352941176470589, 1.0, 1.0, 0.8958333333333334, 1.0, 0.75, 0.7323943661971831, 0.782608695652174, 0.858974358974359, 1.0, 1.0, 0.7638888888888888, 1.0, 1.0, 0.8552631578947368, 1.0, 0.8444444444444444, 1.0, 0.8981481481481481, 0.8333333333333334, 0.8947368421052632, 1.0, 0.864406779661017, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9, 0.9473684210526316, 0.7894736842105263, 0.75, 1.0, 0.9523809523809523, 1.0, 1.0, 0.8888888888888888, 1.0, 1.0, 0.8333333333333334, 0.971830985915493, 0.8148148148148149, 1.0, 1.0, 0.7692307692307692, 0.7272727272727273, 0.75, 1.0, 0.9230769230769231, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8947368421052632, 1.0, 1.0, 0.75, 0.8235294117647058, 1.0, 1.0, 0.8220338983050848, 0.9701492537313433, 1.0, 0.8933333333333333, 1.0, 0.7311827956989247, 1.0, 0.9433962264150944, 0.8, 0.7, 0.9444444444444444, 0.9607843137254902, 0.75, 0.976, 0.9117647058823529, 0.875, 0.0, 1.0, 0.5, 1.0, 1.0, 1.0, 0.8888888888888888, 1.0, 0.8, 1.0, 0.925, 0.6666666666666667, 1.0, 0.8161764705882353, 1.0, 0.8461538461538461, 0.970873786407767, 0.92, 1.0, 1.0, 0.9090909090909091, 0.7714285714285715, 0.5, 1.0, 0.9242424242424242, 1.0, 1.0, 0.6666666666666667, 1.0, 1.0, 0.9555555555555556, 1.0, 0.7857142857142857, 0.8333333333333334, 1.0, 1.0, 1.0, 0.9230769230769231, 1.0, 1.0, 1.0, 1.0, 0.8, 1.0, 0.9090909090909091, 0.8444444444444444, 1.0, 1.0, 0.8333333333333334, 0.8974358974358975, 0.903061224489796, 0.76, 0.6666666666666667, 1.0, 0.9186991869918699, 1.0, 1.0, 1.0, 0.6979166666666667, 1.0, 1.0, 0.875, 1.0, 1.0, 0.8448275862068966, 1.0, 1.0, 1.0, 0.7727272727272727, 0.7878787878787878, 0.0, 0.9069767441860466, 1.0, 0.9285714285714286, 0.7924528301886793, 0.7627118644067796, 0.868421052631579, 0.8333333333333334, 1.0, 1.0, 1.0, 0.946843853820598, 1.0, 0.8048780487804879, 1.0, 1.0, 1.0, 0.7636363636363637, 1.0, 1.0, 0.9523809523809523, 1.0, 0.873015873015873, 0.6666666666666667, 0.85, 0.972972972972973, 0.9428571428571428, 1.0, 0.7352941176470589, 0.9076923076923077, 0.5, 1.0, 1.0, 0.925, 0.8571428571428572, 1.0, 1.0, 1.0, 0.9555555555555556, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9583333333333334, 0.5, 0.6666666666666667, 1.0, 1.0, 0.9166666666666666, 1.0, 0.8461538461538461, 0.9183673469387755, 0.8840579710144928, 1.0, 0.0, 0.6, 0.8823529411764706, 0.8333333333333334, 1.0, 1.0, 1.0, 0.8666666666666667, 0.9, 1.0, 1.0, 0.9, 0.9107142857142857, 1.0, 1.0, 1.0, 0.875, 0.8333333333333334, 0.8947368421052632, 0.6666666666666667, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9574468085106383, 0.8947368421052632, 0.9453125, 0.8970588235294118, 0.9862385321100917, 1.0, 0.8, 0.7894736842105263, 1.0, 0.6875, 1.0, 1.0, 0.6578947368421053, 1.0, 1.0, 1.0, 1.0, 0.6, 0.896551724137931, 1.0, 1.0, 0.9056603773584906, 1.0, 0.0, 0.9711191335740073, 1.0, 1.0, 0.9032258064516129, 0.8, 0.90625, 1.0, 1.0, 1.0, 0.9122807017543859, 1.0, 1.0, 1.0, 1.0, 0.7333333333333334, 0.5, 0.9565217391304348, 1.0, 1.0, 1.0, 1.0, 1.0, 0.890625, 1.0, 0.875, 1.0, 0.8709677419354839, 1.0, 0.84375, 0.9090909090909091, 0.8, 1.0, 0.8076923076923077, 1.0, 0.8571428571428572, 0.8947368421052632, 1.0, 1.0, 1.0, 0.8888888888888888, 0.9038461538461539, 0.96, 1.0, 1.0, 0.8, 0.96, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.8775510204081632, 0.84375, 0.8275862068965517, 0.90625, 1.0, 0.75, 1.0, 0.8, 1.0, 0.9512195121951219, 0.8, 1.0, 1.0, 1.0, 0.975, 1.0, 1.0, 1.0, 1.0, 0.6976744186046512, 1.0, 0.7222222222222222, 1.0, 0.8461538461538461, 0.9024390243902439, 0.5, 0.813953488372093, 1.0, 0.8734177215189873, 0.9393939393939394, 0.8571428571428572, 1.0, 0.7142857142857143, 1.0, 1.0, 1.0, 0.845360824742268, 0.859375, 1.0, 1.0, 1.0, 0.8888888888888888, 0.9444444444444444, 0.6666666666666667, 1.0, 0.9523809523809523, 1.0, 0.6666666666666667, 1.0, 1.0, 0.9708029197080292, 1.0, 0.9333333333333333, 1.0, 1.0, 0.8666666666666667, 0.962962962962963, 0.0, 1.0, 1.0, 0.9056603773584906, 1.0, 0.5, 1.0, 1.0, 0.9047619047619048, 1.0, 1.0, 0.8712871287128713, 0.8333333333333334, 0.7790697674418605, 0.75, 1.0, 1.0, 0.7333333333333334, 0.0, 1.0, 1.0, 0.9655172413793104, 1.0, 0.75, 1.0, 0.875, 1.0, 0.8888888888888888, 1.0, 1.0, 1.0, 0.9565217391304348, 0.7142857142857143, 1.0, 0.9333333333333333, 0.8333333333333334, 1.0, 1.0, 1.0, 1.0, 0.9516129032258065, 0.6666666666666667, 1.0, 1.0, 0.6363636363636364, 0.9027777777777778, 0.8974358974358975, 0.5, 1.0, 0.8076923076923077, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9375, 0.8888888888888888, 1.0, 0.6666666666666667, 1.0, 0.9459459459459459, 1.0, 0.9230769230769231, 1.0, 0.9, 0.75, 1.0, 1.0, 1.0, 0.9166666666666666, 1.0, 0.9014084507042254, 0.8, 1.0, 1.0, 0.8571428571428572, 1.0, 0.8217054263565892, 0.9090909090909091, 1.0, 0.935064935064935, 0.8367346938775511, 1.0, 0.6708860759493671, 0.7142857142857143, 1.0, 1.0, 1.0, 0.9, 1.0, 0.6529411764705882, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 0.9, 0.8823529411764706, 0.9152542372881356, 1.0, 1.0, 1.0, 1.0, 0.6428571428571428, 0.8, 1.0, 0.75, 0.9285714285714286, 0.7058823529411764, 0.5, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.5, 0.9473684210526316, 0.6923076923076923, 1.0, 1.0, 1.0, 0.9333333333333333, 1.0, 1.0, 1.0, 0.8181818181818181, 1.0, 0.7777777777777778, 0.736842105263158, 0.8461538461538461, 1.0, 1.0, 0.9113924050632911, 0.8571428571428572, 1.0, 1.0, 1.0, 1.0, 1.0, 0.9482758620689655, 0.9090909090909091, 0.75, 0.5, 1.0, 1.0, 0.9393939393939394, 0.75, 0.9534883720930233, 0.7333333333333334, 0.9479166666666666, 1.0, 1.0, 0.0, 0.935483870967742, 1.0, 1.0] \ No newline at end of file