load NNASS3/data.mat;

n = size(X_training, 1);
m = size(X_training, 2);
W_1 = -((sqrt(6)/ sqrt(n+m))) + ((sqrt(6)/ sqrt(n+m))+(sqrt(6)/ sqrt(n+m))) * rand(n,m);
W_2 = -((sqrt(6)/ sqrt(n+m))) + ((sqrt(6)/ sqrt(n+m))+(sqrt(6)/ sqrt(n+m))) * rand(n,m);
[f_a_3, E_W, W_1, W_2] = main(1000, 0.0001, W_1, W_2, X_test, X_training);