main.m

Perceptron matlab code

function main

close all

%rand('state',2);


N = 100;
d = 2;

Data_Sepearable = 1;

if Data_Sepearable == 1

    [X,Y] = Gen_Data_Linear_Sep(N,d,0.2);
else

    [X,Y] = Gen_Data_Linear_Non_Sep(N,d);
end



batch_ver = 1;

if batch_ver == 0
    rho = 0.1;
    [beta_hat,beta_zero_hat] = Learn_Perceptron(X,Y,rho,1000);
else
    rho = 0.01;
    [beta_hat,beta_zero_hat] = Learn_Perceptron_Batch(X,Y,rho,1000);
end



t = 0;