evalml.tuners.SKOptTuner

class evalml.tuners.SKOptTuner(pipeline_hyperparameter_ranges, random_state=0)

Bayesian Optimizer.

Methods

__init__	Init SkOptTuner
add	Add score to sample
is_search_space_exhausted	Optional.
propose	Returns a suggested set of parameters to train and score a pipeline with, based off the search space dimensions and prior samples.