FeatureAttributionDriftSignal Class
Note
This is an experimental class, and may change at any time. Please see https://aka.ms/azuremlexperimental for more information.
Feature attribution drift signal
- Inheritance
-
azure.ai.ml.entities._mixins.RestTranslatableMixinFeatureAttributionDriftSignal
Constructor
FeatureAttributionDriftSignal(*, production_data: List[FADProductionData] | None = None, reference_data: ReferenceData, metric_thresholds: FeatureAttributionDriftMetricThreshold, alert_enabled: bool = False, properties: Dict[str, str] | None = None)Keyword-Only Parameters
| Name | Description |
|---|---|
|
production_data
|
The data for which drift will be calculated. |
|
reference_data
|
The data to calculate drift against. |
|
metric_thresholds
|
Metrics to calculate and their associated thresholds. |
|
alert_enabled
|
Whether or not to enable alerts for the signal. Defaults to True. |
Variables
| Name | Description |
|---|---|
|
type
|
The type of the signal. Set to "feature_attribution_drift" for this class. |
Collaborate with us on GitHub
The source for this content can be found on GitHub, where you can also create and review issues and pull requests. For more information, see our contributor guide.
Azure SDK for Python
Feedback
Coming soon: Throughout 2024 we will be phasing out GitHub Issues as the feedback mechanism for content and replacing it with a new feedback system. For more information see: https://aka.ms/ContentUserFeedback.
Submit and view feedback for