From d3a4c309d48b794f2f60f44bb9a3d94f402cc82f Mon Sep 17 00:00:00 2001 From: Christoph Helma Date: Wed, 16 Sep 2015 13:11:45 +0200 Subject: repeated crossvalidations, improved experiment reports --- test/validation.rb | 12 ++++++++++++ 1 file changed, 12 insertions(+) (limited to 'test/validation.rb') diff --git a/test/validation.rb b/test/validation.rb index a4c3d80..dfa2c81 100644 --- a/test/validation.rb +++ b/test/validation.rb @@ -33,4 +33,16 @@ class ValidationTest < MiniTest::Test #assert cv.weighted_mae < cv.mae end + def test_repeated_crossvalidation + dataset = Dataset.from_csv_file "#{DATA_DIR}/hamster_carcinogenicity.csv" + model = Model::LazarClassification.create dataset + repeated_cv = RepeatedCrossValidation.create model + p repeated_cv + repeated_cv.crossvalidations.each do |cv| + p cv + p cv.accuracy + assert cv.accuracy > 0.7 + end + end + end -- cgit v1.2.3