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HTSTrainParameters Class

  • Reference

Parameters for HTS train pipeline.

Inheritance
azureml.train.automl.runtime._solution_accelorators.data_models.pipeline_parameters.TrainPipelineParameters
HTSTrainParameters

Constructor

HTSTrainParameters(automl_settings: AutoMLConfig | Dict[str, Any], hierarchy_column_names: List[str], training_level: str, enable_engineered_explanations: bool | None = False)

Parameters

Name Description
automl_settings
Required
AutoMLConfig or dict

The dict containing automl settings or AutoMLConfig object.
hierarchy_column_names
Required
list(str)

The hierarchy column names.
training_level
Required
str

The HTS training level.
enable_engineered_explanations
bool

The switch controls engineered explanations.

Default value: False

Methods

validate

Validates the supplied parameters.

validate

Validates the supplied parameters.

validate(run_invocation_timeout)

Parameters

Name Description
run_invocation_timeout
Required
int

Specifies timeout for each AutoML run.