161a91e9a65de139b1b3e54ff680b53a74610a48,tests/test_classifier/test_rocauc.py,ROCAUCTests,test_binary_rocauc,#ROCAUCTests#,100

Before Change


        
        Test ROCAUC with a binary classifier
        
        X_train, X_test, y_train, y_test = self.load_binary_data()

        // Create and fit the visualizer
        visualizer = ROCAUC(LinearSVC())
        visualizer.fit(X_train, y_train)

        // Score the visualizer
        s = visualizer.score(X_test, y_test)

        // Test that score method successfully returns a value between 0 and 1
        assert 0 <= s <= 1

After Change


        
        // Create and fit the visualizer
        visualizer = ROCAUC(LinearSVC())
        visualizer.fit(self.binary.X.train, self.binary.y.train)

        // Score the visualizer
        s = visualizer.score(self.binary.X.test, self.binary.y.test)

        // Test that score method successfully returns a value between 0 and 1
        assert 0 <= s <= 1
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 6

Non-data size: 23

Instances


Project Name: DistrictDataLabs/yellowbrick
Commit Name: 161a91e9a65de139b1b3e54ff680b53a74610a48
Time: 2018-07-24
Author: rebeccabilbro@users.noreply.github.com
File Name: tests/test_classifier/test_rocauc.py
Class Name: ROCAUCTests
Method Name: test_binary_rocauc


Project Name: DistrictDataLabs/yellowbrick
Commit Name: 161a91e9a65de139b1b3e54ff680b53a74610a48
Time: 2018-07-24
Author: rebeccabilbro@users.noreply.github.com
File Name: tests/test_classifier/test_rocauc.py
Class Name: ROCAUCTests
Method Name: test_rocauc_no_classes


Project Name: DistrictDataLabs/yellowbrick
Commit Name: 161a91e9a65de139b1b3e54ff680b53a74610a48
Time: 2018-07-24
Author: rebeccabilbro@users.noreply.github.com
File Name: tests/test_classifier/test_rocauc.py
Class Name: ROCAUCTests
Method Name: test_rocauc_no_macro


Project Name: DistrictDataLabs/yellowbrick
Commit Name: 161a91e9a65de139b1b3e54ff680b53a74610a48
Time: 2018-07-24
Author: rebeccabilbro@users.noreply.github.com
File Name: tests/test_classifier/test_rocauc.py
Class Name: ROCAUCTests
Method Name: test_rocauc_no_macro_no_micro


Project Name: DistrictDataLabs/yellowbrick
Commit Name: 161a91e9a65de139b1b3e54ff680b53a74610a48
Time: 2018-07-24
Author: rebeccabilbro@users.noreply.github.com
File Name: tests/test_classifier/test_rocauc.py
Class Name: ROCAUCTests
Method Name: test_rocauc_no_micro


Project Name: DistrictDataLabs/yellowbrick
Commit Name: 161a91e9a65de139b1b3e54ff680b53a74610a48
Time: 2018-07-24
Author: rebeccabilbro@users.noreply.github.com
File Name: tests/test_classifier/test_rocauc.py
Class Name: ROCAUCTests
Method Name: test_binary_rocauc


Project Name: DistrictDataLabs/yellowbrick
Commit Name: 161a91e9a65de139b1b3e54ff680b53a74610a48
Time: 2018-07-24
Author: rebeccabilbro@users.noreply.github.com
File Name: tests/test_classifier/test_rocauc.py
Class Name: ROCAUCTests
Method Name: test_multiclass_rocauc