I want to use a random search algorithm instead of a grid search with scikit-learn. But I can find the GridSearchCV rating in the documentation. Is it possible to use random search instead of grid search in scikit-learn?
A random search was added to the dev version 5 days ago, so yes, you can if you want to use the bleeding version, otherwise either wait for the next (0.14) release, or consider using hyperopt .