当x,y和theta都是向量的时候如何计算损失
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 = (X*theta-y)'*(X*theta-y)/(2*m); % ====================== YOUR CODE HERE ====================== % Instructions: Compute the cost of a particular choice of theta % You should set J to the cost. % ========================================================================= end
不能使用(X*theta)^2也不需要使用sum,注意矩阵的shape要对上不然计算时会出错
无情的摸鱼机器