diff --git a/analysis/ann-approx/all/correlation-10.pdf b/analysis/ann-approx/all/correlation-10.pdf index 6be82a75f57608819ff085d196fd47c339bdef5e..af015728896b770e4fad57281d6aa5a62de0bb75 100644 --- a/analysis/ann-approx/all/correlation-10.pdf +++ b/analysis/ann-approx/all/correlation-10.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:6ac38ad61006a104549b797754f7828786cfa263c0bd109e7372ff5f2be2ac7c -size 130974 +oid sha256:4b5b51b1904a157340968d1e35ebe18009d36ddf92d94d829e4deae5233e5f1b +size 131526 diff --git a/analysis/ann-approx/all/correlation-5.pdf b/analysis/ann-approx/all/correlation-5.pdf index 2bcb181e45625365ac6da59a2c97d4e97fda055c..30ad1b16b0fb2a0837c24df0f68c6ad41f83da77 100644 --- a/analysis/ann-approx/all/correlation-5.pdf +++ b/analysis/ann-approx/all/correlation-5.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:52f1e164e920b91d62b4ae2ff86f84c0563bd0b356077ef7e017292f1c8127c0 -size 131000 +oid sha256:0f0f8168ea134d9b3185b4e1cd6ff77e762f3d8d41ae215383589267a67401d1 +size 131571 diff --git a/analysis/ann-approx/all/statistics.txt b/analysis/ann-approx/all/statistics.txt index b8bb4e58ddfd3db533d3efa20c1b43dbfeaac399..1afa9c03729c02848704abc52fb6d75ffe89d62a 100644 --- a/analysis/ann-approx/all/statistics.txt +++ b/analysis/ann-approx/all/statistics.txt @@ -18,3 +18,8 @@ Top-k=10 Spearman rank correlation coefficient: 0.542630334575786 (p-value=0.000 ------------------------ Top-k=5 Spearman rank correlation coefficient: -0.013613588933015154 (p-value=0.8998) Top-k=10 Spearman rank correlation coefficient: -0.02497292251877812 (p-value=0.8174) +------------------------ + Silhouette +------------------------ +Top-k=5 Spearman rank correlation coefficient: 0.06652665689304423 (p-value=0.5380) +Top-k=10 Spearman rank correlation coefficient: 0.07027786216590151 (p-value=0.5153) diff --git a/analysis/ann-clusters-0.25sqrt_n/all/correlation-10.pdf b/analysis/ann-clusters-0.25sqrt_n/all/correlation-10.pdf index b3b8f5e41f647122dd4a75f9f6e910c2f9b0768f..da17477f54cf88a936c2dd62e9cc400e12c40c0e 100644 --- a/analysis/ann-clusters-0.25sqrt_n/all/correlation-10.pdf +++ b/analysis/ann-clusters-0.25sqrt_n/all/correlation-10.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:1da33b7565ab7fcf0f4837a963fba3b89f9e13fd223e3e124ce78c347173080e -size 131021 +oid sha256:707aee4db03bbb213a63519aeb975e08568dffbb821bd6a783e969284c95d1b8 +size 131579 diff --git a/analysis/ann-clusters-0.25sqrt_n/all/correlation-5.pdf b/analysis/ann-clusters-0.25sqrt_n/all/correlation-5.pdf index c4158ec06407377640492dece95738bdf6ca726e..03f6098c50ac2ffe033bee79d1377080f93091a1 100644 --- a/analysis/ann-clusters-0.25sqrt_n/all/correlation-5.pdf +++ b/analysis/ann-clusters-0.25sqrt_n/all/correlation-5.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:8da76b027f3c906a19d8edba77b9a331393011a793ff057e555ae517148703e0 -size 131038 +oid sha256:fd4ec6782dd0ba55d0eb1641906ff1c16185e629660052aec029da834639ae49 +size 131617 diff --git a/analysis/ann-clusters-0.25sqrt_n/all/statistics.txt b/analysis/ann-clusters-0.25sqrt_n/all/statistics.txt index a184e7bc875ec603903d940d771c448f35647e10..06e1429d8dac8e14b11fdf48c8226f89b8a5189f 100644 --- a/analysis/ann-clusters-0.25sqrt_n/all/statistics.txt +++ b/analysis/ann-clusters-0.25sqrt_n/all/statistics.txt @@ -18,3 +18,8 @@ Top-k=10 Spearman rank correlation coefficient: 0.5011975626078687 (p-value=0.00 ------------------------ Top-k=5 Spearman rank correlation coefficient: 0.004217904520419349 (p-value=0.9689) Top-k=10 Spearman rank correlation coefficient: -0.002403941407253616 (p-value=0.9823) +------------------------ + Silhouette +------------------------ +Top-k=5 Spearman rank correlation coefficient: 0.03770561093304217 (p-value=0.7273) +Top-k=10 Spearman rank correlation coefficient: 0.05852206685217148 (p-value=0.5881) diff --git a/analysis/ann-clusters-0.5sqrt_n/all/correlation-10.pdf b/analysis/ann-clusters-0.5sqrt_n/all/correlation-10.pdf index 9b269ee12e2350b2e4bfc3da2fe2f753524492ef..866fb2068878a08c00884ad677a4276c712c8394 100644 --- a/analysis/ann-clusters-0.5sqrt_n/all/correlation-10.pdf +++ b/analysis/ann-clusters-0.5sqrt_n/all/correlation-10.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:e8e728afdd083e42d208c87a30650e13a3702c951d313467e37dbf33d9896f25 -size 130969 +oid sha256:18537f70f7e5a5abe1d9f102f0833b2c5b45617eea959e9c4b3227ee3de1e791 +size 131567 diff --git a/analysis/ann-clusters-0.5sqrt_n/all/correlation-5.pdf b/analysis/ann-clusters-0.5sqrt_n/all/correlation-5.pdf index 99f747745840b09bcd4c0baa79415439c445004c..69adbec0a60f3df86a641324eaae81c51cd2e6c9 100644 --- a/analysis/ann-clusters-0.5sqrt_n/all/correlation-5.pdf +++ b/analysis/ann-clusters-0.5sqrt_n/all/correlation-5.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:6d85de8de4e92b278aae967e4bbd1827e7e8e2bd832a1ba980053e288a343a6c -size 131020 +oid sha256:bbdb4ba2a9ed5f1340b846325ce3ec3f92450c755202248fa87e360dad9c7e46 +size 131608 diff --git a/analysis/ann-clusters-0.5sqrt_n/all/statistics.txt b/analysis/ann-clusters-0.5sqrt_n/all/statistics.txt index 7dc604b5bc6a01d5289afda49e16530436960407..4e4b18b13363d74e424107f221d5b2197d535dde 100644 --- a/analysis/ann-clusters-0.5sqrt_n/all/statistics.txt +++ b/analysis/ann-clusters-0.5sqrt_n/all/statistics.txt @@ -18,3 +18,8 @@ Top-k=10 Spearman rank correlation coefficient: 0.5447500968616815 (p-value=0.00 ------------------------ Top-k=5 Spearman rank correlation coefficient: -0.10468106089958086 (p-value=0.3317) Top-k=10 Spearman rank correlation coefficient: -0.08877813391567752 (p-value=0.4108) +------------------------ + Silhouette +------------------------ +Top-k=5 Spearman rank correlation coefficient: 0.0340953118946145 (p-value=0.7525) +Top-k=10 Spearman rank correlation coefficient: 0.07814096016343208 (p-value=0.4693) diff --git a/analysis/classification-approx/all/correlation-homogeneity.pdf b/analysis/classification-approx/all/correlation-homogeneity.pdf index e61b288150de1be3ce7e2df62e24c9d177b6c359..b58ab5c185850f9bf4fa6f85a326a5b00d2cdd09 100644 --- a/analysis/classification-approx/all/correlation-homogeneity.pdf +++ b/analysis/classification-approx/all/correlation-homogeneity.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:c19185f7098989b2dc6359837b69223d865b931371222b73762e4d06a2baa337 -size 130941 +oid sha256:8067627b54dd206eb5ebfb3d4a9d4f868f13bd1058da13c333926c3ab392814a +size 131525 diff --git a/analysis/classification-approx/all/correlation-mutual-information.pdf b/analysis/classification-approx/all/correlation-mutual-information.pdf index e61b288150de1be3ce7e2df62e24c9d177b6c359..b58ab5c185850f9bf4fa6f85a326a5b00d2cdd09 100644 --- a/analysis/classification-approx/all/correlation-mutual-information.pdf +++ b/analysis/classification-approx/all/correlation-mutual-information.pdf @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:c19185f7098989b2dc6359837b69223d865b931371222b73762e4d06a2baa337 -size 130941 +oid sha256:8067627b54dd206eb5ebfb3d4a9d4f868f13bd1058da13c333926c3ab392814a +size 131525 diff --git a/analysis/classification-approx/all/statistics.txt b/analysis/classification-approx/all/statistics.txt index fd1e35a46e329a6db01ea8d379027432e5e682b4..6bf61752dc1ae64f0e04ef83170329281dbae910 100644 --- a/analysis/classification-approx/all/statistics.txt +++ b/analysis/classification-approx/all/statistics.txt @@ -11,10 +11,15 @@ Mutual information Spearman rank correlation coefficient: -0.31317180668378053 ( ------------------------ NSM-ClusterSize ------------------------ -Homogeneity Spearman rank correlation coefficient: 0.4248714988263172 (p-value=0.0001) -Mutual information Spearman rank correlation coefficient: -0.14718000715287863 (p-value=0.1926) +Homogeneity Spearman rank correlation coefficient: 0.40767310194464956 (p-value=0.0002) +Mutual information Spearman rank correlation coefficient: -0.16294498950897304 (p-value=0.1487) ------------------------ Dunn ------------------------ Homogeneity Spearman rank correlation coefficient: 0.35789263924750636 (p-value=0.0011) Mutual information Spearman rank correlation coefficient: 0.07741133858216076 (p-value=0.4949) +------------------------ + Silhouette +------------------------ +Homogeneity Spearman rank correlation coefficient: 0.6228387898395282 (p-value=0.0000) +Mutual information Spearman rank correlation coefficient: 0.3437423075570559 (p-value=0.0018) diff --git a/analysis/classification/all/correlation-homogeneity.pdf b/analysis/classification/all/correlation-homogeneity.pdf index feae5ff0d0c24f016f3035d67f524838cf6b4806..27fa779fc7c8a2932abe27e7316c745bf6fdc997 100644 --- a/analysis/classification/all/correlation-homogeneity.pdf +++ 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