6.2_ex5

当只有一个∑ 时,注意考虑到是矩阵,所以不用像神经网络一样sum

hx = X*theta;
J = (1/(2*m))*(sum((hx-y).^2));
reg = lambda/(2*m)*sum(theta(2:end).^2);
J = J + reg;

grad = (X‘ * (hx-y)) / m;
grad(2:end) = grad(2:end)+ lambda * theta(2:end) / m;
时间: 2024-08-07 00:04:30

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