What Is The Difference Between Grid Search And Random Search?

What Is The Difference Between Grid Search And Random Search? In Grid Search, the data scientist sets up a grid of hyperparameter values and for each combination, trains a model and scores on the testing data. … By contrast, Random Search sets up a grid of hyperparameter values and selects random combinations to train the