3f74cd386abdc18a4b0b48160686f9654fb22bc1,auto_ml/utils_model_training.py,FinalModelATC,predict_proba,#FinalModelATC#Any#,87

Before Change



        try:
            predictions = self.model.predict_proba(X)
            if X.shape[0] == 1:
                return predictions[0]
            else:
                return predictions
        except AttributeError as e:
            // print("This model has no predict_proba method. Returning results of .predict instead.")
            raw_predictions = self.model.predict(X)
            tupled_predictions = []

After Change


            try:
                predictions = self.model.predict(X)
            except TypeError as e:
                if scipy.sparse.issparse(X):
                    X = X.todense()
                predictions = self.model.predict(X)

        except TypeError as e:
            if scipy.sparse.issparse(X):
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 4

Non-data size: 3

Instances


Project Name: ClimbsRocks/auto_ml
Commit Name: 3f74cd386abdc18a4b0b48160686f9654fb22bc1
Time: 2016-12-01
Author: ClimbsBytes@gmail.com
File Name: auto_ml/utils_model_training.py
Class Name: FinalModelATC
Method Name: predict_proba


Project Name: scipy/scipy
Commit Name: 19a50bcafb6d6d47e33af36c2cd4375961f65b85
Time: 2013-08-09
Author: blake.a.griffith@gmail.com
File Name: scipy/sparse/tests/test_base.py
Class Name: _TestSlicing
Method Name: test_slicing_3


Project Name: WZBSocialScienceCenter/tmtoolkit
Commit Name: ac854505ebcc1ba7992ed4e070f51c3b8be2e69c
Time: 2019-05-03
Author: markus.konrad@wzb.eu
File Name: tmtoolkit/preprocess/_tmpreproc.py
Class Name: TMPreproc
Method Name: get_dtm


Project Name: WZBSocialScienceCenter/tmtoolkit
Commit Name: a3fd728f8cbf7c4f278681c36f7f668def787376
Time: 2019-08-23
Author: markus.konrad@wzb.eu
File Name: tests/test_bow.py
Class Name:
Method Name: test_codoc_frequencies