Hyperparameter Value

You decide to use regularization to tackle this problem, that is Ridge and Lasso Regression. What will happen if we use a very large value of the hyperparameter ?Check all that apply.

Test error will be high.

Ridge will lead to some of the coefficients to be very close to 0.

Ridge will cause some of the coefficients to be 0.

Lasso will cause some of the coefficients to be 0.