improved handling of duplicates in validations

1 files changed, 3 insertions, 13 deletions

diff --git a/test/validation.rb b/test/validation.rb
index 066ec95..b1dc95e 100644
--- a/test/validation.rb
+++ b/test/validation.rb
@@ -73,21 +73,11 @@ class ValidationTest < MiniTest::Test
 
   def test_pls_regression_crossvalidation
     dataset = Dataset.from_csv_file "#{DATA_DIR}/EPAFHM.medi.csv"
-    #dataset = Dataset.from_csv_file "#{DATA_DIR}/EPAFHM.csv"
-    params = {
-      :prediction_algorithm => "OpenTox::Algorithm::Regression.local_pls_regression",
-    }
+    params = { :prediction_algorithm => "OpenTox::Algorithm::Regression.local_pls_regression", }
     model = Model::LazarRegression.create dataset, params
     cv = RegressionCrossValidation.create model
-    #p cv
-    cv.validation_ids.each do |vid|
-      model = Model::Lazar.find(Validation.find(vid).model_id)
-      p model
-      #assert_equal params[:neighbor_algorithm_parameters][:type], model[:neighbor_algorithm_parameters][:type]
-      #assert_equal params[:neighbor_algorithm_parameters][:min_sim], model[:neighbor_algorithm_parameters][:min_sim]
-      #refute_equal params[:neighbor_algorithm_parameters][:training_dataset_id], model[:neighbor_algorithm_parameters][:training_dataset_id]
-    end
-
+    p cv.nr_instances
+    p cv.nr_unpredicted
     assert cv.rmse < 1.5, "RMSE > 1.5"
     assert cv.mae < 1
   end