Cost Function, Regularization.
regression, if the regularization parameter monitor is set to be very large, then what will happen is we will end up penalizing the parameters theta 1, theta 2, theta 3, theta 4 very highly. That is, if our hypothesis is this is one down at the bottom. And if we end up penalizing theta 1, theta 2,