evalml.automl.automl_algorithm.IterativeAlgorithm

class evalml.automl.automl_algorithm.IterativeAlgorithm(allowed_pipelines=None, max_pipelines=None, tuner_class=None, random_state=0, pipelines_per_batch=5, n_jobs=-1, number_features=None)

An automl algorithm which first fits a base round of pipelines with default parameters, then does a round of parameter tuning on each pipeline in order of performance.

Methods

__init__	An automl algorithm which first fits a base round of pipelines with default parameters, then does a round of parameter tuning on each pipeline in order of performance.
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.