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theta VALUE is coming to NAN..PLS HELP
From: |
address@hidden |
Subject: |
theta VALUE is coming to NAN..PLS HELP |
Date: |
Sun, 11 Dec 2016 04:36:42 -0800 (PST) |
*Pls Check the Below Code :-*
data=load('cricket_chirps_versus_temperature.txt')
x=data(:,1); % X would have 100 col and 1 row
y=data(:,2); % y would have 100 col and 1 row
figure;
plot(x,y,'bx','MarkerSize',10);
xlabel('(y) Weight -->','fontsize',14);
ylabel('(x) mpg -->','fontsize',14);
hold on;
lenght=size(x)
m=lenght(1,1)
alpha = 0.1; % Learning rate
num_of_iterations = 2000; % Iterations
theta=zeros(2,1); %using the zeros() function.
x=[ones(m,1),x];
% gradient decent
for i=1:num_of_iterations
h_of_x=(x*theta)-y;
theta(1)=theta(1)-(alpha/m)*h_of_x'*x(:,1);
theta(2)=theta(2)-(alpha/m)*h_of_x'*x(:,2);
end
fprintf('θ0 = %f θ1 = %f \n', theta(1), theta(2));
hold on;
After Running this Code theta VALUE is coming to NAN..PLS HELP....
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