VotingEnsembleBase Class
Class for ensembling previous AutoML iterations.
The ensemble pipeline is initialized from a collection of already fitted pipelines.
Create an Ensemble pipeline out of a collection of already fitted pipelines.
- Inheritance
-
VotingEnsembleBaseVotingEnsembleBase
Constructor
VotingEnsembleBase(automl_settings: str | Dict[str, Any] | AutoMLBaseSettings, settings_type: Type[SettingsType])Parameters
- automl_settings
Required
settings for the AutoML experiments.
- settings_type
Required
the type for the settings object.
Attributes
CV_DOWNLOAD_RETURNED_LESS_MODELS_MSG
CV_DOWNLOAD_RETURNED_LESS_MODELS_MSG = "Could not download all the models required for constructing the final Ensemble. This can happen if the download of models didn't finish within the default timeout. Please use `ensemble_download_models_timeout_sec` parameter in AutoMLConfig to set a larger timeout"estimator
estimator: BaseEstimator | NoneFeedback
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