Chapter 09.03: Basic Techniques

--- shuffle_questions: false --- ## Which statements are true? - [x] How well tuning works depends on the learner and the impact of the hyperparameters on that learner. - [ ] Grid search often works better than random search. - [x] Grid search scales exponentially with the dimension of the search space. - [x] Grid search evaluates many points from the search space that aren't of interest. - [x] Random search works often better due to its better exploration of the search space. - [ ] Random search scales very well with the dimension of the search space. - [ ] Random search as well as grid search has the problem of discretization.