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-rw-r--r--test/regression.rb (renamed from test/lazar-regression.rb)21
1 files changed, 6 insertions, 15 deletions
diff --git a/test/lazar-regression.rb b/test/regression.rb
index ae8f725..fa3b7fb 100644
--- a/test/lazar-regression.rb
+++ b/test/regression.rb
@@ -21,18 +21,13 @@ class LazarRegressionTest < MiniTest::Test
assert_equal 3, prediction[:neighbors].size
end
- def test_local_pls_regression
+ def test_local_fingerprint_regression
training_dataset = Dataset.from_csv_file "#{DATA_DIR}/EPAFHM.medi.csv"
- model = Model::LazarRegression.create training_dataset
+ model = Model::LazarRegression.create(training_dataset, :prediction_algorithm => "OpenTox::Algorithm::Regression.local_fingerprint_regression")
compound = Compound.from_smiles "NC(=O)OCCC"
prediction = model.predict compound
- p prediction
- model.update(:prediction_algorithm => "OpenTox::Algorithm::Regression.local_pls_regression")
- prediction = model.predict compound
- p prediction
- #assert_equal 13.6, prediction[:value].round(1)
- #assert_equal 0.83, prediction[:confidence].round(2)
- #assert_equal 1, prediction[:neighbors].size
+ p prediction[:value]
+ refute_nil prediction[:value]
end
def test_local_physchem_regression
@@ -40,12 +35,8 @@ class LazarRegressionTest < MiniTest::Test
model = Model::LazarRegression.create(training_dataset, :prediction_algorithm => "OpenTox::Algorithm::Regression.local_physchem_regression")
compound = Compound.from_smiles "NC(=O)OCCC"
prediction = model.predict compound
- model.update(:prediction_algorithm => "OpenTox::Algorithm::Regression.local_pls_regression")
- prediction = model.predict compound
- # TODO assertions
- #assert_equal 13.6, prediction[:value].round(1)
- #assert_equal 0.83, prediction[:confidence].round(2)
- #assert_equal 1, prediction[:neighbors].size
+ p prediction[:value]
+ refute_nil prediction[:value]
end
end