1 files changed, 18 insertions, 0 deletions
diff --git a/paper/crossvalidations.rb b/paper/crossvalidations.rb
new file mode 100644
index 0000000..f6a5143
--- /dev/null
+++ b/paper/crossvalidations.rb
@@ -0,0 +1,18 @@
+require_relative 'include.rb'
+file = File.join(DATA,ARGV[0])
+dataset = Dataset.from_csv_file file
+model = Model::LazarRegression.create dataset
+cv = RegressionCrossValidation.create model
+=begin
+=end
+
+datasets = ["mazzatorta","swiss","combined"]
+File.open("crossvalidations.R","w+") do |f|
+  [0,1,5].each do |i|
+    dataset = datasets.shift
+    cv = OpenTox::RegressionCrossValidation.all[i]
+    f.puts "cv.#{dataset}.rmse <- #{cv.rmse}"
+    f.puts "cv.#{dataset}.r.squared <- #{cv.r_squared}"
+    f.puts "cv.#{dataset}.mae <- #{cv.mae}"
+  end
+end