training_program_interface_MLP.m

function [E_t_best E_v_best] = training_program_interface(training_file, N, M, Nh, Nit, validation_file, file_type, Extra)
%TRAINING_PROGRAM_INTERFACE Wrapper for the training program.
%
%  This program is a wrapper for the real training program. It receives
%  input from the GUI and uses them to call the training code. This allows
%  the same GUI to be used with different kinds of training algorithms by
%  simply modifying this file.
%
%  See also RESOURCES, RUN_TRAINING.

%  Rohit Rawat (rohitrawat@gmail.com), 08-23-2015
%  $Revision: 1 $ $Date: 23-Aug-2015 15:50:31 $

E_t_best = NaN;
E_v_best = NaN;
if(file_type == 1)
    % call the program for regression case here:
    [E_t_best E_v_best Nh_best Nit_best Wi_best Wo_best lambda] = mlp_TRAIN(training_file, N, M, Nh, Nit, validation_file);
else
    % call the program for classification case here:
    [E_t_best E_v_best Nh_best Nit_best Wi_best Wo_best lambda] = mlp_TRAIN_CLASS(training_file, N, M, Nh, Nit, validation_file);
end