diff options
Diffstat (limited to 'results/accuracy')
151 files changed, 166 insertions, 16 deletions
diff --git a/results/accuracy/accuracy_table.csv b/results/accuracy/accuracy_table.csv index 3132d87..06d2830 100644 --- a/results/accuracy/accuracy_table.csv +++ b/results/accuracy/accuracy_table.csv @@ -1,16 +1,16 @@ -network,method,ami,ari,nmi -polblogs,leiden_mod,0.12257179361135964,0.023739028357256494,0.25749109217451305 -polblogs,leiden_cpm_01,0.4266592239259631,0.1622282420844798,0.8151453622330147 -polblogs,leiden_cpm_001,0.3151452996757661,0.03628970561377461,0.686920107867078 -polblogs,infomap,0.1560959649548314,0.028955356245153226,0.3463546369388714 -polblogs,graphtool_sbm,0.24264334611823632,0.07707277974355521,0.5431876029742495 -topology,leiden_mod,0.08549529604597869,0.0031353256647581253,0.41461361448464074 -topology,leiden_cpm_01,0.24008518622470518,0.05899284745548014,0.9365926615351119 -topology,leiden_cpm_001,0.23391241702334511,0.06768346332500687,0.8724394333124352 -topology,infomap,0.1771708393638154,0.03378379003291389,0.728403539101954 -topology,graphtool_sbm,0.09489007004047487,0.00342648330098627,0.4740926909079418 -internet_as,leiden_mod,0.09458203286955953,0.006488938562979466,0.4773416321914817 -internet_as,leiden_cpm_01,0.23351973900287132,0.08473023493677742,0.934971633543848 -internet_as,leiden_cpm_001,0.187329969734857,0.09737326417679827,0.8353856560792189 -internet_as,infomap,0.16039828544267265,0.043779340117329896,0.7523386258160104 -internet_as,graphtool_sbm,0.07054653615550648,0.002367051666302951,0.4195763223680453 +network,method,ami,ari,nmi,node_coverage +polblogs,leiden_mod,0.12257179361139343,0.023739028357256494,0.25749109217451277,1.0 +polblogs,leiden_cpm_01,0.42665922392620265,0.1622282420844798,0.8151453622330147,0.8112745098039216 +polblogs,leiden_cpm_001,0.3151452996758442,0.03628970561377461,0.6869201078670777,0.7001633986928104 +polblogs,infomap,0.1560959649549492,0.028955356245153226,0.3463546369388714,1.0 +polblogs,graphtool_sbm,0.24264334611835905,0.07707277974355521,0.5431876029742495,1.0 +topology,leiden_mod,0.08549529604051015,0.0031353256647581253,0.4146136144846405,1.0 +topology,leiden_cpm_01,0.2400851869209011,0.05899284745548014,0.9365926615351119,0.5755588159143868 +topology,leiden_cpm_001,0.23391241725731965,0.06768346332500687,0.8724394333124353,0.7328327723598286 +topology,infomap,0.17717083942325476,0.03378379003291389,0.7284035391019541,1.0 +topology,graphtool_sbm,0.09489007005476219,0.00342648330098627,0.47409269090794187,1.0 +internet_as,leiden_mod,0.09458203285173952,0.006488938562979466,0.4773416321914821,1.0 +internet_as,leiden_cpm_01,0.2335197379343765,0.08473023493677742,0.934971633543848,0.6128554631363498 +internet_as,leiden_cpm_001,0.18732996955440925,0.09737326417679827,0.8353856560792189,0.8792840656708618 +internet_as,infomap,0.16039828541570086,0.043779340117329896,0.7523386258160105,1.0 +internet_as,graphtool_sbm,0.07054653613808848,0.002367051666302951,0.4195763223680455,1.0 diff --git a/results/accuracy/internet_as_graphtool_sbm.agri b/results/accuracy/internet_as_graphtool_sbm.agri new file mode 100644 index 0000000..17898bf --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.agri @@ -0,0 +1 @@ +0.48331798129221026 diff --git a/results/accuracy/internet_as_graphtool_sbm.ami b/results/accuracy/internet_as_graphtool_sbm.ami new file mode 100644 index 0000000..6f95bd5 --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.ami @@ -0,0 +1 @@ +0.07054653613808848 diff --git a/results/accuracy/internet_as_graphtool_sbm.ari b/results/accuracy/internet_as_graphtool_sbm.ari new file mode 100644 index 0000000..e62b445 --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.ari @@ -0,0 +1 @@ +0.002367051666302951 diff --git a/results/accuracy/internet_as_graphtool_sbm.f1_score b/results/accuracy/internet_as_graphtool_sbm.f1_score new file mode 100644 index 0000000..586584f --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.f1_score @@ -0,0 +1 @@ +0.0029363103297931864 diff --git a/results/accuracy/internet_as_graphtool_sbm.fnr b/results/accuracy/internet_as_graphtool_sbm.fnr new file mode 100644 index 0000000..0eccaab --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.fnr @@ -0,0 +1 @@ +0.10646261663636002 diff --git a/results/accuracy/internet_as_graphtool_sbm.fpr b/results/accuracy/internet_as_graphtool_sbm.fpr new file mode 100644 index 0000000..d6fdd62 --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.fpr @@ -0,0 +1 @@ +0.17343415780634527 diff --git a/results/accuracy/internet_as_graphtool_sbm.nmi b/results/accuracy/internet_as_graphtool_sbm.nmi new file mode 100644 index 0000000..08a55a3 --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.nmi @@ -0,0 +1 @@ +0.4195763223680455 diff --git a/results/accuracy/internet_as_graphtool_sbm.node_coverage b/results/accuracy/internet_as_graphtool_sbm.node_coverage new file mode 100644 index 0000000..d3827e7 --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.node_coverage @@ -0,0 +1 @@ +1.0 diff --git a/results/accuracy/internet_as_graphtool_sbm.precision b/results/accuracy/internet_as_graphtool_sbm.precision new file mode 100644 index 0000000..1b1b4cb --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.precision @@ -0,0 +1 @@ +0.001470571434307169 diff --git a/results/accuracy/internet_as_graphtool_sbm.recall b/results/accuracy/internet_as_graphtool_sbm.recall new file mode 100644 index 0000000..e548139 --- /dev/null +++ b/results/accuracy/internet_as_graphtool_sbm.recall @@ -0,0 +1 @@ +0.89353738336364 diff --git a/results/accuracy/internet_as_infomap.agri b/results/accuracy/internet_as_infomap.agri new file mode 100644 index 0000000..0f24c98 --- /dev/null +++ b/results/accuracy/internet_as_infomap.agri @@ -0,0 +1 @@ +0.12217499244264558 diff --git a/results/accuracy/internet_as_infomap.ami b/results/accuracy/internet_as_infomap.ami new file mode 100644 index 0000000..65fac89 --- /dev/null +++ b/results/accuracy/internet_as_infomap.ami @@ -0,0 +1 @@ +0.16039828541570086 diff --git a/results/accuracy/internet_as_infomap.ari b/results/accuracy/internet_as_infomap.ari new file mode 100644 index 0000000..f055cc8 --- /dev/null +++ b/results/accuracy/internet_as_infomap.ari @@ -0,0 +1 @@ +0.043779340117329896 diff --git a/results/accuracy/internet_as_infomap.f1_score b/results/accuracy/internet_as_infomap.f1_score new file mode 100644 index 0000000..a0b3508 --- /dev/null +++ b/results/accuracy/internet_as_infomap.f1_score @@ -0,0 +1 @@ +0.04430553216664798 diff --git a/results/accuracy/internet_as_infomap.fnr b/results/accuracy/internet_as_infomap.fnr new file mode 100644 index 0000000..3abb295 --- /dev/null +++ b/results/accuracy/internet_as_infomap.fnr @@ -0,0 +1 @@ +0.40460041677174446 diff --git a/results/accuracy/internet_as_infomap.fpr b/results/accuracy/internet_as_infomap.fpr new file mode 100644 index 0000000..c1c2017 --- /dev/null +++ b/results/accuracy/internet_as_infomap.fpr @@ -0,0 +1 @@ +0.007226890714216026 diff --git a/results/accuracy/internet_as_infomap.nmi b/results/accuracy/internet_as_infomap.nmi new file mode 100644 index 0000000..030c657 --- /dev/null +++ b/results/accuracy/internet_as_infomap.nmi @@ -0,0 +1 @@ +0.7523386258160105 diff --git a/results/accuracy/internet_as_infomap.node_coverage b/results/accuracy/internet_as_infomap.node_coverage new file mode 100644 index 0000000..d3827e7 --- /dev/null +++ b/results/accuracy/internet_as_infomap.node_coverage @@ -0,0 +1 @@ +1.0 diff --git a/results/accuracy/internet_as_infomap.precision b/results/accuracy/internet_as_infomap.precision new file mode 100644 index 0000000..c50e449 --- /dev/null +++ b/results/accuracy/internet_as_infomap.precision @@ -0,0 +1 @@ +0.02300884592618581 diff --git a/results/accuracy/internet_as_infomap.recall b/results/accuracy/internet_as_infomap.recall new file mode 100644 index 0000000..9b3539a --- /dev/null +++ b/results/accuracy/internet_as_infomap.recall @@ -0,0 +1 @@ +0.5953995832282555 diff --git a/results/accuracy/internet_as_leiden_cpm_001.agri b/results/accuracy/internet_as_leiden_cpm_001.agri new file mode 100644 index 0000000..7c8a8b5 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.agri @@ -0,0 +1 @@ +0.14760247382777555 diff --git a/results/accuracy/internet_as_leiden_cpm_001.ami b/results/accuracy/internet_as_leiden_cpm_001.ami new file mode 100644 index 0000000..82e030f --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.ami @@ -0,0 +1 @@ +0.18732996955440925 diff --git a/results/accuracy/internet_as_leiden_cpm_001.ari b/results/accuracy/internet_as_leiden_cpm_001.ari new file mode 100644 index 0000000..f5cdf1b --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.ari @@ -0,0 +1 @@ +0.09737326417679827 diff --git a/results/accuracy/internet_as_leiden_cpm_001.f1_score b/results/accuracy/internet_as_leiden_cpm_001.f1_score new file mode 100644 index 0000000..df711f4 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.f1_score @@ -0,0 +1 @@ +0.09780036005738986 diff --git a/results/accuracy/internet_as_leiden_cpm_001.fnr b/results/accuracy/internet_as_leiden_cpm_001.fnr new file mode 100644 index 0000000..9237a35 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.fnr @@ -0,0 +1 @@ +0.7159050185158148 diff --git a/results/accuracy/internet_as_leiden_cpm_001.fpr b/results/accuracy/internet_as_leiden_cpm_001.fpr new file mode 100644 index 0000000..5b06c62 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.fpr @@ -0,0 +1 @@ +0.0012936686049493573 diff --git a/results/accuracy/internet_as_leiden_cpm_001.nmi b/results/accuracy/internet_as_leiden_cpm_001.nmi new file mode 100644 index 0000000..b04a9c1 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.nmi @@ -0,0 +1 @@ +0.8353856560792189 diff --git a/results/accuracy/internet_as_leiden_cpm_001.node_coverage b/results/accuracy/internet_as_leiden_cpm_001.node_coverage new file mode 100644 index 0000000..789cc67 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.node_coverage @@ -0,0 +1 @@ +0.8792840656708618 diff --git a/results/accuracy/internet_as_leiden_cpm_001.precision b/results/accuracy/internet_as_leiden_cpm_001.precision new file mode 100644 index 0000000..3006740 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.precision @@ -0,0 +1 @@ +0.05906718878926613 diff --git a/results/accuracy/internet_as_leiden_cpm_001.recall b/results/accuracy/internet_as_leiden_cpm_001.recall new file mode 100644 index 0000000..7369ef9 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_001.recall @@ -0,0 +1 @@ +0.2840949814841852 diff --git a/results/accuracy/internet_as_leiden_cpm_01.agri b/results/accuracy/internet_as_leiden_cpm_01.agri new file mode 100644 index 0000000..3bc38ea --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.agri @@ -0,0 +1 @@ +0.16130479040736168 diff --git a/results/accuracy/internet_as_leiden_cpm_01.ami b/results/accuracy/internet_as_leiden_cpm_01.ami new file mode 100644 index 0000000..87d698b --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.ami @@ -0,0 +1 @@ +0.2335197379343765 diff --git a/results/accuracy/internet_as_leiden_cpm_01.ari b/results/accuracy/internet_as_leiden_cpm_01.ari new file mode 100644 index 0000000..d4d11dc --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.ari @@ -0,0 +1 @@ +0.08473023493677742 diff --git a/results/accuracy/internet_as_leiden_cpm_01.f1_score b/results/accuracy/internet_as_leiden_cpm_01.f1_score new file mode 100644 index 0000000..6681b7b --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.f1_score @@ -0,0 +1 @@ +0.08490977246970623 diff --git a/results/accuracy/internet_as_leiden_cpm_01.fnr b/results/accuracy/internet_as_leiden_cpm_01.fnr new file mode 100644 index 0000000..4e5b2f7 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.fnr @@ -0,0 +1 @@ +0.9353605606509072 diff --git a/results/accuracy/internet_as_leiden_cpm_01.fpr b/results/accuracy/internet_as_leiden_cpm_01.fpr new file mode 100644 index 0000000..a499364 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.fpr @@ -0,0 +1 @@ +0.000130894769233459 diff --git a/results/accuracy/internet_as_leiden_cpm_01.nmi b/results/accuracy/internet_as_leiden_cpm_01.nmi new file mode 100644 index 0000000..6f12944 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.nmi @@ -0,0 +1 @@ +0.934971633543848 diff --git a/results/accuracy/internet_as_leiden_cpm_01.node_coverage b/results/accuracy/internet_as_leiden_cpm_01.node_coverage new file mode 100644 index 0000000..2b761dc --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.node_coverage @@ -0,0 +1 @@ +0.6128554631363498 diff --git a/results/accuracy/internet_as_leiden_cpm_01.precision b/results/accuracy/internet_as_leiden_cpm_01.precision new file mode 100644 index 0000000..a068718 --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.precision @@ -0,0 +1 @@ +0.12370138941807006 diff --git a/results/accuracy/internet_as_leiden_cpm_01.recall b/results/accuracy/internet_as_leiden_cpm_01.recall new file mode 100644 index 0000000..4a403da --- /dev/null +++ b/results/accuracy/internet_as_leiden_cpm_01.recall @@ -0,0 +1 @@ +0.06463943934909279 diff --git a/results/accuracy/internet_as_leiden_mod.agri b/results/accuracy/internet_as_leiden_mod.agri new file mode 100644 index 0000000..9d56274 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.agri @@ -0,0 +1 @@ +0.07975617108353199 diff --git a/results/accuracy/internet_as_leiden_mod.ami b/results/accuracy/internet_as_leiden_mod.ami new file mode 100644 index 0000000..7e0ca53 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.ami @@ -0,0 +1 @@ +0.09458203285173952 diff --git a/results/accuracy/internet_as_leiden_mod.ari b/results/accuracy/internet_as_leiden_mod.ari new file mode 100644 index 0000000..9a45bd6 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.ari @@ -0,0 +1 @@ +0.006488938562979466 diff --git a/results/accuracy/internet_as_leiden_mod.f1_score b/results/accuracy/internet_as_leiden_mod.f1_score new file mode 100644 index 0000000..0df3e17 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.f1_score @@ -0,0 +1 @@ +0.007054693828948061 diff --git a/results/accuracy/internet_as_leiden_mod.fnr b/results/accuracy/internet_as_leiden_mod.fnr new file mode 100644 index 0000000..a80062b --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.fnr @@ -0,0 +1 @@ +0.03907566929029346 diff --git a/results/accuracy/internet_as_leiden_mod.fpr b/results/accuracy/internet_as_leiden_mod.fpr new file mode 100644 index 0000000..fdcf469 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.fpr @@ -0,0 +1 @@ +0.07731268679272424 diff --git a/results/accuracy/internet_as_leiden_mod.nmi b/results/accuracy/internet_as_leiden_mod.nmi new file mode 100644 index 0000000..4543bf9 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.nmi @@ -0,0 +1 @@ +0.4773416321914821 diff --git a/results/accuracy/internet_as_leiden_mod.node_coverage b/results/accuracy/internet_as_leiden_mod.node_coverage new file mode 100644 index 0000000..d3827e7 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.node_coverage @@ -0,0 +1 @@ +1.0 diff --git a/results/accuracy/internet_as_leiden_mod.precision b/results/accuracy/internet_as_leiden_mod.precision new file mode 100644 index 0000000..b5cc52d --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.precision @@ -0,0 +1 @@ +0.00354034275263275 diff --git a/results/accuracy/internet_as_leiden_mod.recall b/results/accuracy/internet_as_leiden_mod.recall new file mode 100644 index 0000000..123b512 --- /dev/null +++ b/results/accuracy/internet_as_leiden_mod.recall @@ -0,0 +1 @@ +0.9609243307097065 diff --git a/results/accuracy/polblogs_graphtool_sbm.agri b/results/accuracy/polblogs_graphtool_sbm.agri new file mode 100644 index 0000000..4473d9f --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.agri @@ -0,0 +1 @@ +0.48565976983310155 diff --git a/results/accuracy/polblogs_graphtool_sbm.ami b/results/accuracy/polblogs_graphtool_sbm.ami new file mode 100644 index 0000000..9676ceb --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.ami @@ -0,0 +1 @@ +0.24264334611835905 diff --git a/results/accuracy/polblogs_graphtool_sbm.ari b/results/accuracy/polblogs_graphtool_sbm.ari new file mode 100644 index 0000000..6137787 --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.ari @@ -0,0 +1 @@ +0.07707277974355521 diff --git a/results/accuracy/polblogs_graphtool_sbm.f1_score b/results/accuracy/polblogs_graphtool_sbm.f1_score new file mode 100644 index 0000000..53aae34 --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.f1_score @@ -0,0 +1 @@ +0.09533130687646457 diff --git a/results/accuracy/polblogs_graphtool_sbm.fnr b/results/accuracy/polblogs_graphtool_sbm.fnr new file mode 100644 index 0000000..15a67b4 --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.fnr @@ -0,0 +1 @@ +0.3674285000624454 diff --git a/results/accuracy/polblogs_graphtool_sbm.fpr b/results/accuracy/polblogs_graphtool_sbm.fpr new file mode 100644 index 0000000..3e35e00 --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.fpr @@ -0,0 +1 @@ +0.12585131855621234 diff --git a/results/accuracy/polblogs_graphtool_sbm.nmi b/results/accuracy/polblogs_graphtool_sbm.nmi new file mode 100644 index 0000000..f1052be --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.nmi @@ -0,0 +1 @@ +0.5431876029742495 diff --git a/results/accuracy/polblogs_graphtool_sbm.node_coverage b/results/accuracy/polblogs_graphtool_sbm.node_coverage new file mode 100644 index 0000000..d3827e7 --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.node_coverage @@ -0,0 +1 @@ +1.0 diff --git a/results/accuracy/polblogs_graphtool_sbm.precision b/results/accuracy/polblogs_graphtool_sbm.precision new file mode 100644 index 0000000..3d1d78c --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.precision @@ -0,0 +1 @@ +0.051550064119526944 diff --git a/results/accuracy/polblogs_graphtool_sbm.recall b/results/accuracy/polblogs_graphtool_sbm.recall new file mode 100644 index 0000000..251b4ba --- /dev/null +++ b/results/accuracy/polblogs_graphtool_sbm.recall @@ -0,0 +1 @@ +0.6325714999375547 diff --git a/results/accuracy/polblogs_infomap.agri b/results/accuracy/polblogs_infomap.agri new file mode 100644 index 0000000..91f5244 --- /dev/null +++ b/results/accuracy/polblogs_infomap.agri @@ -0,0 +1 @@ +0.041124518282823784 diff --git a/results/accuracy/polblogs_infomap.ami b/results/accuracy/polblogs_infomap.ami new file mode 100644 index 0000000..9442c73 --- /dev/null +++ b/results/accuracy/polblogs_infomap.ami @@ -0,0 +1 @@ +0.1560959649549492 diff --git a/results/accuracy/polblogs_infomap.ari b/results/accuracy/polblogs_infomap.ari new file mode 100644 index 0000000..279e857 --- /dev/null +++ b/results/accuracy/polblogs_infomap.ari @@ -0,0 +1 @@ +0.028955356245153226 diff --git a/results/accuracy/polblogs_infomap.f1_score b/results/accuracy/polblogs_infomap.f1_score new file mode 100644 index 0000000..b75d721 --- /dev/null +++ b/results/accuracy/polblogs_infomap.f1_score @@ -0,0 +1 @@ +0.04920297657046488 diff --git a/results/accuracy/polblogs_infomap.fnr b/results/accuracy/polblogs_infomap.fnr new file mode 100644 index 0000000..577daf2 --- /dev/null +++ b/results/accuracy/polblogs_infomap.fnr @@ -0,0 +1 @@ +0.03259647808167853 diff --git a/results/accuracy/polblogs_infomap.fpr 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