Exemplo n.º 1
0
    def setup(self, table):
        """
        normalize the data ranges before calling parent setup with normalized table
        """

        self.data = table.to_numpyMA('ac')[0]
        
        pred_columns = [table.domain.index(table.domain[c]) for c in self.cols]
        search_cols = [pos for pos in pred_columns
                       if table.domain[pos].varType != orange.VarTypes.Discrete]

        bounds = Zero.compute_bounds(self.data[:, search_cols])
        self.zero = Zero(search_cols, bounds=bounds)
        self.zerod_data = self.zero.zero(self.data)
        self.zerod_table = Orange.data.Table(table.domain, self.zerod_data.data)
        super(ZeroBottomUp, self).setup(self.zerod_table)