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authorChristoph Helma <helma@in-silico.ch>2019-08-24 14:44:52 +0200
committerChristoph Helma <helma@in-silico.ch>2019-08-24 14:44:52 +0200
commit1f789133d961c29d3babfaf69cdde3d675288537 (patch)
tree25fcae7c3aa4c86a8f69708393d720afd78ce711 /models/mutagenicity/crossvalidation/summaries
parentfaccda14c0f98333bf7623d4caef00eea7bb1933 (diff)
initial refactored version for mutagenicity paper
Diffstat (limited to 'models/mutagenicity/crossvalidation/summaries')
-rw-r--r--models/mutagenicity/crossvalidation/summaries/all5
-rw-r--r--models/mutagenicity/crossvalidation/summaries/high_confidence5
-rw-r--r--models/mutagenicity/crossvalidation/summaries/low_confidence5
3 files changed, 15 insertions, 0 deletions
diff --git a/models/mutagenicity/crossvalidation/summaries/all b/models/mutagenicity/crossvalidation/summaries/all
new file mode 100644
index 0000000..e861a23
--- /dev/null
+++ b/models/mutagenicity/crossvalidation/summaries/all
@@ -0,0 +1,5 @@
+accuracy,0.818018249582316
+true_positive_rate,0.8508569966743412
+true_negative_rate,0.7848657024793388
+positive_predictive_value,0.7997114691031498
+negative_predictive_value,0.8390392048591938
diff --git a/models/mutagenicity/crossvalidation/summaries/high_confidence b/models/mutagenicity/crossvalidation/summaries/high_confidence
new file mode 100644
index 0000000..1dbbf9e
--- /dev/null
+++ b/models/mutagenicity/crossvalidation/summaries/high_confidence
@@ -0,0 +1,5 @@
+accuracy,0.8410865874363328
+true_positive_rate,0.8852562087393901
+true_negative_rate,0.7892211148025101
+positive_predictive_value,0.8314142308827871
+negative_predictive_value,0.8541749900119856
diff --git a/models/mutagenicity/crossvalidation/summaries/low_confidence b/models/mutagenicity/crossvalidation/summaries/low_confidence
new file mode 100644
index 0000000..b3eee7a
--- /dev/null
+++ b/models/mutagenicity/crossvalidation/summaries/low_confidence
@@ -0,0 +1,5 @@
+accuracy,0.7461660497091486
+true_positive_rate,0.7005494505494505
+true_negative_rate,0.7747205503009458
+positive_predictive_value,0.6606217616580311
+negative_predictive_value,0.805183199285076