evalml.automl.AutoMLSearch.train_pipelines

AutoMLSearch.train_pipelines(pipelines)

Train a list of pipelines on the training data.

This can be helpful for training pipelines once the search is complete.

Parameters

pipelines (list(PipelineBase)) – List of pipelines to train.

Returns

Dictionary keyed by pipeline name that maps to the fitted pipeline. Note that the any pipelines that error out during training will not be included in the dictionary but the exception and stacktrace will be displayed in the log.

Return type

Dict[str, PipelineBase]

evalml.automl.AutoMLSearch.search evalml.automl.search