From a4b6e68acf76949a1765177b6d5b8c454990cb8a Mon Sep 17 00:00:00 2001 From: mguetlein Date: Mon, 22 Aug 2011 12:20:12 +0200 Subject: replace weighted_auc with average_auc [2] --- application.rb | 2 +- views/classification_validation.haml | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/application.rb b/application.rb index d2ee131..eb86916 100644 --- a/application.rb +++ b/application.rb @@ -320,7 +320,7 @@ post '/models' do # create a new model if validation.metadata[OT.classificationStatistics] @model.update(:correct_predictions => validation.metadata[OT.classificationStatistics][OT.percentCorrect].to_f) @model.update(:confusion_matrix => validation.confusion_matrix.to_yaml) - @model.update(:weighted_area_under_roc => validation.metadata[OT.classificationStatistics][OT.weightedAreaUnderRoc].to_f) + @model.update(:average_area_under_roc => validation.metadata[OT.classificationStatistics][OT.averageAreaUnderRoc].to_f) validation.metadata[OT.classificationStatistics][OT.classValueStatistics].each do |m| if m[OT.classValue] =~ TRUE_REGEXP #HACK: estimate true feature value correctly diff --git a/views/classification_validation.haml b/views/classification_validation.haml index f25a321..9f5c2c9 100644 --- a/views/classification_validation.haml +++ b/views/classification_validation.haml @@ -3,9 +3,9 @@ = sprintf("%.2f", model.correct_predictions.to_f) if model.correct_predictions = '%' %dt - %a{:href => "http://en.wikipedia.org/wiki/Receiver_operating_characteristic", :rel => "external"} Weighted area under ROC: + %a{:href => "http://en.wikipedia.org/wiki/Receiver_operating_characteristic", :rel => "external"} Average area under ROC: %dd - = sprintf("%.3f", model.weighted_area_under_roc.to_f) if model.weighted_area_under_roc + = sprintf("%.3f", model.average_area_under_roc.to_f) if model.average_area_under_roc %dt %a{:href => "http://en.wikipedia.org/wiki/Sensitivity_and_specificity", :rel => "external"} Specificity: %dd= sprintf("%.3f", model.specificity.to_f) if model.specificity -- cgit v1.2.3