Question-12

ridge regression

What is the effect of increasing the regularization parameter \(\lambda\) in Ridge Regression?

It increases the variance and decreases the bias of the model.
It increases both bias and variance of the model.
It increases the bias and decreases the variance of the model.
It decreases both bias and variance of the model.

Answer

It increases the variance and decreases the bias of the model.
It increases both bias and variance of the model.
It increases the bias and decreases the variance of the model.
It decreases both bias and variance of the model.

Solution