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1 files changed, 28 insertions, 0 deletions

diff --git a/test/prediction_models.rb b/test/prediction_models.rb
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+++ b/test/prediction_models.rb
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+require_relative "setup.rb"
+
+class PredictionModelTest < MiniTest::Test
+
+  def test_prediction_model
+    pm = Model::Prediction.from_csv_file "#{DATA_DIR}/hamster_carcinogenicity.csv"
+    #dataset = Dataset.from_csv_file "#{DATA_DIR}/hamster_carcinogenicity.csv"
+    #model = Model::LazarFminerClassification.create dataset
+    #cv = ClassificationCrossValidation.create model
+    #metadata = JSON.parse(File.read("#{DATA_DIR}/hamster_carcinogenicity.json"))
+
+    #metadata[:model_id] = model.id
+    #metadata[:crossvalidation_id] = cv.id
+    #pm = Model::Prediction.new(metadata)
+    #pm.save
+    [:endpoint,:species,:source].each do |p|
+      refute_empty pm[p]
+    end
+    assert pm.classification?
+    refute pm.regression?
+    pm.crossvalidations.each do |cv|
+      assert cv.accuracy > 0.75
+    end
+    prediction = pm.predict Compound.from_smiles("CCCC(NN)C")
+    assert_equal "true", prediction[:value]
+    pm.delete
+  end
+end