4d7ff76cfbaf5fb8a57d8f3232c989e8e2c2f5b5,keras/wrappers/scikit_learn.py,KerasClassifier,score,#KerasClassifier#Any#Any#,207
Before Change
kwargs = self.filter_sk_params(Sequential.evaluate, kwargs)
kwargs.update({"show_accuracy": True})
loss, accuracy = self.model.evaluate(X, y, **kwargs)
return accuracy
class KerasRegressor(BaseWrapper):
"""Implementation of the scikit-learn regressor API for Keras.
After Change
if type(outputs) is not list:
outputs = [outputs]
for name, output in zip(self.model.metrics_names, outputs):
if name == "acc":
return output
raise Exception("The model is not configured to compute accuracy. "
"You should pass `metrics=["accuracy"]` to "
"the `model.compile()` method.")
class KerasRegressor(BaseWrapper):
"""Implementation of the scikit-learn regressor API for Keras.
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 5
Instances Project Name: keras-team/keras
Commit Name: 4d7ff76cfbaf5fb8a57d8f3232c989e8e2c2f5b5
Time: 2016-04-01
Author: francois.chollet@gmail.com
File Name: keras/wrappers/scikit_learn.py
Class Name: KerasClassifier
Method Name: score
Project Name: keras-team/keras
Commit Name: 45577f7959dab9e29044d5ac794c8349624b4bcc
Time: 2015-10-26
Author: farizrahman4u@gmail.com
File Name: keras/layers/core.py
Class Name: Lambda
Method Name: output_shape
Project Name: keras-team/keras
Commit Name: 2ab9f0ef616c6d05124bdf9c81eb542d73f8e5b6
Time: 2015-06-30
Author: francois.chollet@gmail.com
File Name: keras/layers/containers.py
Class Name: Graph
Method Name: get_input