Question 5Which one of the 3 Regularization techniques: Ridge, Lasso, and Elastic Net, performs the fastest under the hood? 1 pointRidgeLassoElastic NetNone of the above

Which of the following are regularization techniques?

1 pointWhich of the following terms are added for regularization in RIDGERIDGE and LASSOLASSO regression, respectively?

Which technique serves as a form of regularization by restricting the exploration of parameter space from the initial parameters, and requires validation data to determine its timing?*a) Lasso regressionb) Dropoutc) Early stoppingd) Ridge regression

Which of the following about Ridge Regularization is TRUE?1 pointIt enforces the coefficients to be lower, but not 0It minimizes irrelevant features It penalizes the size magnitude of the regression coefficients by adding a squared term All of the above

Whixh of the below statements are correct?1 pointNeither RidgeCV nor LassoCV use L1 regularization function.Both RidgeCV and LassoCV use L1 regularization function.Only RidgeCV use L1 regularization function.Only LassoCV use L1 regularization function.