ImputeColumnArguments class

Definition

Defines and stores the arguments which can affect learning on a 'ImputeMissingValuesBuilder'.

ImputeColumnArguments(column_id: str, impute_function: typing.Union[azureml.dataprep.api.engineapi.typedefinitions.ReplaceValueFunction, NoneType] = <ReplaceValueFunction.CUSTOM: 0>, custom_impute_value: typing.Union[typing.Any, NoneType] = None, string_missing_option: azureml.dataprep.api.engineapi.typedefinitions.StringMissingReplacementOption = <StringMissingReplacementOption.NULLSANDEMPTY: 3>)
Inheritance
builtins.object
ImputeColumnArguments

Variables

column_id
class
Column to impute.
impute_function
class
The function to calculate the value to impute missing.
custom_impute_value
class
The custom value used to impute missing.
string_missing_option
class
The option to specify string values to be considered as missing.