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Diffstat (limited to 'paper/crossvalidations.rb')
-rw-r--r-- | paper/crossvalidations.rb | 18 |
1 files changed, 0 insertions, 18 deletions
diff --git a/paper/crossvalidations.rb b/paper/crossvalidations.rb deleted file mode 100644 index f6a5143..0000000 --- a/paper/crossvalidations.rb +++ /dev/null @@ -1,18 +0,0 @@ -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 |