evalml.automl.automl_algorithm.AutoMLAlgorithm

class evalml.automl.automl_algorithm.AutoMLAlgorithm(allowed_pipelines=None, custom_hyperparameters=None, max_iterations=None, tuner_class=None, random_seed=0)

Base class for the automl algorithms which power evalml.

Methods

__init__	This class represents an automated machine learning (AutoML) algorithm.
add_result	Register results from evaluating a pipeline
next_batch	Get the next batch of pipelines to evaluate

Attributes

batch_number	Returns the number of batches which have been recommended so far.
pipeline_number	Returns the number of pipelines which have been recommended so far.

Class Inheritance

evalml.automl.make_data_splitter evalml.automl.automl_algorithm.AutoMLAlgorithm.__init__