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)[source]¶ 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
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.
Register results from evaluating a pipeline
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.