function J = computeCost(X, y, theta) %COMPUTECOST Compute cost for linear regression % J = COMPUTECOST(X, y, theta) computes the cost of using theta as the % parameter for linear regression to fit the data points in X and y % Initialize some useful values m = length(y); % number of training examples % You need to return the following variables correctly % J = 0; % for i = 1:m % J = J + (theta' * X(i,:)' - y(i)) ^ 2 % end % J = J / m / 2 z = (X*theta-y); J = z' * z / 2 / m; % ====================== YOUR CODE HERE ====================== % Instructions: Compute the cost of a particular choice of theta % You should set J to the cost. % ========================================================================= end