/exercises/mlclass-ex1/computeCostMulti.m

http://github.com/jneira/machine-learning-course · Objective C · 22 lines · 13 code · 9 blank · 0 comment · 2 complexity · c7a3b5e0343962260fc50aca6043325f MD5 · raw file

  1. function J = computeCostMulti(X, y, theta)
  2. %COMPUTECOSTMULTI Compute cost for linear regression with multiple variables
  3. % J = COMPUTECOSTMULTI(X, y, theta) computes the cost of using theta as the
  4. % parameter for linear regression to fit the data points in X and y
  5. % Initialize some useful values
  6. m = length(y); % number of training examples
  7. % You need to return the following variables correctly
  8. J = sum(((X*theta)-y).^2)/(2*m);
  9. % ====================== YOUR CODE HERE ======================
  10. % Instructions: Compute the cost of a particular choice of theta
  11. % You should set J to the cost.
  12. % =========================================================================
  13. end