def get_feature_vector(self): """ The ``get_feature_vector`` method generates the list of regression features from the column headers of the input dataset. Returns: Pyomo IndexedParam : An indexed parameter list of the variables supplied in the original data """ p = Param(self.x_data_columns, mutable=True, initialize=0) p.index_set().construct() p.construct() self.feature_list = p return p
def get_feature_vector(self): """ ===================================================================================================================== The get_feature_vector method generates the list of features from the column headers of the input dataset. :returns p(<IndexedParam>): An indexed parameter list of the variables supplied in the original data ===================================================================================================================== """ p = Param(self.x_data_columns, mutable=True, initialize=0) p.index_set().construct() p.construct() self.feature_list = p return p