evalml.automl.automl_algorithm.IterativeAlgorithm.add_result

IterativeAlgorithm.add_result(score_to_minimize, pipeline, trained_pipeline_results)[source]

Register results from evaluating a pipeline

Parameters

  • score_to_minimize (float) – The score obtained by this pipeline on the primary objective, converted so that lower values indicate better pipelines.

  • pipeline (PipelineBase) – The trained pipeline object which was used to compute the score.

  • trained_pipeline_results (dict) – Results from training a pipeline.

evalml.automl.automl_algorithm.IterativeAlgorithm.__init__ evalml.automl.automl_algorithm.IterativeAlgorithm.next_batch