def __init__(self): super(HeteroLinRArbiter, self).__init__() self.gradient_loss_operator = hetero_linr_gradient_and_loss.Arbiter() self.model_param = LinearParam() self.n_iter_ = 0 self.header = None self.model_param_name = 'HeteroLinearRegressionParam' self.model_meta_name = 'HeteroLinearRegressionMeta' self.is_converged = False self.mode = consts.HETERO self.in_one_vs_rest = False
def __init__(self): super(HeteroLinRArbiter, self).__init__() self.gradient_loss_operator = hetero_linr_gradient_and_loss.Arbiter() self.model_param = LinearParam() self.n_iter_ = 0 self.header = None self.model_param_name = 'HeteroLinearRegressionParam' self.model_meta_name = 'HeteroLinearRegressionMeta' self.model_name = 'HeteroLinearRegression' self.is_converged = False self.mode = consts.HETERO self.need_call_back_loss = True self.transfer_variable = HeteroLinRTransferVariable()