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
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