def transform(self, X):
     results = Expander_LDA_cossim.transform(self, X)
     return [self._getDenseVector(item) for item in results]
 def __init__(self, ldaModelAll, expander_type=AcronymExpanderEnum.LDA_multiclass):
     Expander_LDA_cossim.__init__(self, ldaModelAll, expander_type)
     self.classifier = LinearSVC()