7726c889f593b9a5fae9bd679f2fad7fb92a9a97,lightning/impl/sdca.py,SDCAClassifier,fit,#SDCAClassifier#Any#Any#,133

Before Change

        return losses[self.loss]

    def fit(self, X, y):
        self.label_binarizer_ = LabelBinarizer(neg_label=-1, pos_label=1)
        Y = np.asfortranarray(self.label_binarizer_.fit_transform(y),
                              dtype=np.float64)
        return self._fit(X, Y)

After Change

        return losses[self.loss]

    def fit(self, X, y):
        self._set_label_transformers(y)
        Y = np.asfortranarray(self.label_binarizer_.transform(y),
                              dtype=np.float64)
        return self._fit(X, Y)

Instances