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FADProductionData Class

  • Reference

Note

This is an experimental class, and may change at any time. Please see https://aka.ms/azuremlexperimental for more information.

Feature Attribution Production Data

Inheritance
azure.ai.ml.entities._mixins.RestTranslatableMixin
FADProductionData

Constructor

FADProductionData(*, input_data: Input, data_context: MonitorDatasetContext | None = None, data_column_names: Dict[str, str] | None = None, pre_processing_component: str | None = None, data_window: BaselineDataRange | None = None)

Parameters

Name Description
data_window
Required
BaselineDataRange

The number of days or a time frame that a singal monitor looks back over the target.

Keyword-Only Parameters

Name Description
input_data
Input

Input data used by the monitor.
data_context
<xref:azure.ai.ml.constants._monitoring>

The context of the input dataset. Accepted values are "model_inputs", "model_outputs", "training", "test", "validation", and "ground_truth".
data_column_names
Dict[str, str]

The names of the columns in the input data.
pre_processing_component
string

The ARM (Azure Resource Manager) resource ID of the component resource used to preprocess the data.