892065c8339f9c20d36127645ba3ae169577f47b,skorch/classifier.py,NeuralNetClassifier,predict,#NeuralNetClassifier#,179

Before Change


        y_pred : numpy ndarray

        
        y_preds = []
        for yp in self.forward_iter(X, training=False):
            yp = yp[0] if isinstance(yp, tuple) else yp
            y_preds.append(to_numpy(yp.max(-1)[-1]))
        y_pred = np.concatenate(y_preds, 0)
        return y_pred


neural_net_binary_clf_doc_start = NeuralNet for binary classification tasks

After Change


        y_pred : numpy ndarray

        
        return super().predict_proba(X).argmax(1)


neural_net_binary_clf_doc_start = NeuralNet for binary classification tasks
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 7

Instances


Project Name: dnouri/skorch
Commit Name: 892065c8339f9c20d36127645ba3ae169577f47b
Time: 2020-06-27
Author: b.bossan@gmail.com
File Name: skorch/classifier.py
Class Name: NeuralNetClassifier
Method Name: predict


Project Name: scikit-multiflow/scikit-multiflow
Commit Name: a8d354aa3f1d796ebfcf41586af1eb925f229ecc
Time: 2020-04-01
Author: 17923265+jacobmontiel@users.noreply.github.com
File Name: src/skmultiflow/lazy/knn_classifier.py
Class Name: KNNClassifier
Method Name: predict


Project Name: Shawn1993/cnn-text-classification-pytorch
Commit Name: 5c177f3d9a29fc7737bd4734315820d1c11c7e87
Time: 2019-07-17
Author: rriva002@ucr.edu
File Name: cnn_text_classification.py
Class Name: CNNClassifier
Method Name: predict