A simple randomized search on hyperparameters.

In contrast to grid search, not all parameter values are tried out, but rather a fixed number of parameter settings is sampled from the specified distributions. The number of parameter settings that are tried is specified in the n_iter parameter.

Note. After searching, the model is trained and ready to use.

Method call format