evalml.automl.automl_algorithm.AutoMLAlgorithm¶

class evalml.automl.automl_algorithm.AutoMLAlgorithm(allowed_pipelines=None, max_pipelines=None, tuner_class=None, random_state=0)[source]¶

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.