def _fit_tfidf_model(self, category, clf):
y = self._get_mask_from_category(category)
y_continuous = self._get_continuous_version_boolean_y(y)
X = TfidfTransformer().fit_transform(self._X)
clf.fit(X, y_continuous)
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