ImputeMissingValuesBuilder class

Definition

Interactive object that can be used to learn a fixed program that imputes missing values in specified columns.

ImputeMissingValuesBuilder(dataflow: azureml.dataprep.api.dataflow.Dataflow, engine_api: azureml.dataprep.api.engineapi.api.EngineAPI, impute_columns: typing.List[azureml.dataprep.api.builders.ImputeColumnArguments] = None, group_by_columns: typing.Union[typing.List[str], NoneType] = None)
Inheritance
builtins.object
ImputeMissingValuesBuilder

Methods

learn() -> None

Learn a fixed program that imputes missing values in specified columns.

to_dataflow() -> azureml.dataprep.api.dataflow.Dataflow

Uses the learned program to impute missing values in specified columns and create a new dataflow.

learn() -> None

Learn a fixed program that imputes missing values in specified columns.

learn() -> None

to_dataflow() -> azureml.dataprep.api.dataflow.Dataflow

Uses the learned program to impute missing values in specified columns and create a new dataflow.

to_dataflow() -> azureml.dataprep.api.dataflow.Dataflow

Returns

A new Dataflow with missing value imputed.