From 280f81dcffb3b8b929ff9cbe92ba17403f5a9dd3 Mon Sep 17 00:00:00 2001 From: Christoph Helma Date: Fri, 28 Oct 2016 12:31:53 +0200 Subject: adjusted r^2 removed (does not apply well to local models) --- lib/crossvalidation.rb | 2 -- lib/validation-statistics.rb | 1 + test/validation-nanoparticle.rb | 1 + 3 files changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/crossvalidation.rb b/lib/crossvalidation.rb index 4f779a2..be680ae 100644 --- a/lib/crossvalidation.rb +++ b/lib/crossvalidation.rb @@ -95,7 +95,6 @@ module OpenTox crossvalidation_ids.collect{|id| CrossValidation.find(id)} end -=begin def correlation_plot format: "png" #unless correlation_plot_id feature = Feature.find(crossvalidations.first.model.prediction_feature) @@ -129,7 +128,6 @@ module OpenTox #end $gridfs.find_one(_id: correlation_plot_id).data end -=end end end diff --git a/lib/validation-statistics.rb b/lib/validation-statistics.rb index b251bdb..799bb34 100644 --- a/lib/validation-statistics.rb +++ b/lib/validation-statistics.rb @@ -139,6 +139,7 @@ module OpenTox :mae => mae, :rmse => rmse, :r_squared => r_squared, + :r_squared_adjusted => r_squared_adjusted, :within_prediction_interval => within_prediction_interval, :out_of_prediction_interval => out_of_prediction_interval, } diff --git a/test/validation-nanoparticle.rb b/test/validation-nanoparticle.rb index c0f2f92..1742ef2 100644 --- a/test/validation-nanoparticle.rb +++ b/test/validation-nanoparticle.rb @@ -15,6 +15,7 @@ class NanoparticleValidationTest < MiniTest::Test def test_validate_default_nanoparticle_model model = Model::Lazar.create training_dataset: @training_dataset, prediction_feature: @prediction_feature cv = CrossValidation.create model + p cv p cv.rmse p cv.r_squared #File.open("tmp.pdf","w+"){|f| f.puts cv.correlation_plot} -- cgit v1.2.3