0cdb66b87cd159c176833dea3db40c76d3bdd0f4,pyinterpret/tests/test_lime.py,TestLime,test_classifier_with_proba_without_feature_names,#TestLime#,72

Before Change


        and feature names are NOT passed
        :return:
        
        classifier = GradientBoostingClassifier()
        classifier.fit(self.X, self.y_for_classifier)
        interpretor = LimeTabularExplainer(self.X)
        interpretor.explain_instance(self.example, classifier.predict_proba)

    def test_classifier_no_proba_with_feature_names(self):
        
        Ensure lime.lime_tabular works when predict_fn = classifier.predict

After Change


        

        interpretor = LimeTabularExplainer(self.X)
        assert interpretor.explain_instance(self.example, self.classifier.predict_proba)

    def test_classifier_no_proba_with_feature_names(self):
        
        Ensure lime.lime_tabular works when predict_fn = classifier.predict
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 7

Instances


Project Name: datascienceinc/Skater
Commit Name: 0cdb66b87cd159c176833dea3db40c76d3bdd0f4
Time: 2017-03-21
Author: aikramer2@gmail.com
File Name: pyinterpret/tests/test_lime.py
Class Name: TestLime
Method Name: test_classifier_with_proba_without_feature_names


Project Name: datascienceinc/Skater
Commit Name: 0cdb66b87cd159c176833dea3db40c76d3bdd0f4
Time: 2017-03-21
Author: aikramer2@gmail.com
File Name: pyinterpret/tests/test_lime.py
Class Name: TestLime
Method Name: test_classifier_with_proba_without_feature_names


Project Name: datascienceinc/Skater
Commit Name: 0cdb66b87cd159c176833dea3db40c76d3bdd0f4
Time: 2017-03-21
Author: aikramer2@gmail.com
File Name: pyinterpret/tests/test_lime.py
Class Name: TestLime
Method Name: test_classifier_no_proba_without_feature_names


Project Name: datascienceinc/Skater
Commit Name: 0cdb66b87cd159c176833dea3db40c76d3bdd0f4
Time: 2017-03-21
Author: aikramer2@gmail.com
File Name: pyinterpret/tests/test_lime.py
Class Name: TestLime
Method Name: test_classifier_with_proba_with_feature_names


Project Name: datascienceinc/Skater
Commit Name: 0cdb66b87cd159c176833dea3db40c76d3bdd0f4
Time: 2017-03-21
Author: aikramer2@gmail.com
File Name: pyinterpret/tests/test_lime.py
Class Name: TestLime
Method Name: test_classifier_no_proba_with_feature_names