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| author | mguetlein <martin.guetlein@gmail.com> | 2011-08-22 12:20:12 +0200 |
|---|---|---|
| committer | mguetlein <martin.guetlein@gmail.com> | 2011-08-22 12:20:12 +0200 |
| commit | a4b6e68acf76949a1765177b6d5b8c454990cb8a (patch) | |
| tree | 47299d9ce1e3b4979c2ee9e9a29bde89f09c5318 | |
| parent | 3cdaa1b1f496e1f9511143f6fe83fd2fb42c137f (diff) | |
replace weighted_auc with average_auc [2]
| -rw-r--r-- | application.rb | 2 | ||||
| -rw-r--r-- | 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 |