diff options
Diffstat (limited to 'test/nanoparticles.rb')
| -rw-r--r-- | test/nanoparticles.rb | 11 |
1 files changed, 10 insertions, 1 deletions
diff --git a/test/nanoparticles.rb b/test/nanoparticles.rb index 2082ec4..e1b8788 100644 --- a/test/nanoparticles.rb +++ b/test/nanoparticles.rb @@ -35,13 +35,22 @@ class NanoparticleTest < MiniTest::Test def test_validate_model training_dataset = Dataset.find_or_create_by(:name => "Protein Corona Fingerprinting Predicts the Cellular Interaction of Gold and Silver Nanoparticles") feature = Feature.find_or_create_by(name: "7.99 Toxicity (other) ICP-AES", category: "TOX", unit: "mL/ug(Mg)") - #model = Model::LazarRegression.create(feature, training_dataset, {:prediction_algorithm => "OpenTox::Algorithm::Regression.local_physchem_regression", :neighbor_algorithm => "nanoparticle_neighbors"}) model = Model::LazarRegression.create(feature, training_dataset, {:prediction_algorithm => "OpenTox::Algorithm::Regression.local_weighted_average", :neighbor_algorithm => "nanoparticle_neighbors"}) p model cv = RegressionCrossValidation.create model p cv end + def test_validate_pls_model + training_dataset = Dataset.find_or_create_by(:name => "Protein Corona Fingerprinting Predicts the Cellular Interaction of Gold and Silver Nanoparticles") + feature = Feature.find_or_create_by(name: "7.99 Toxicity (other) ICP-AES", category: "TOX", unit: "mL/ug(Mg)") + model = Model::LazarRegression.create(feature, training_dataset, {:prediction_algorithm => "OpenTox::Algorithm::Regression.local_physchem_regression", :neighbor_algorithm => "nanoparticle_neighbors"}) + #model = Model::LazarRegression.create(feature, training_dataset, {:prediction_algorithm => "OpenTox::Algorithm::Regression.local_weighted_average", :neighbor_algorithm => "nanoparticle_neighbors"}) + p model + cv = RegressionCrossValidation.create model + p cv + end + def test_export skip Dataset.all.each do |d| |