PredictionDriftSignal Class
Prediction drift signal.
- Inheritance
-
azure.ai.ml.entities._monitoring.signals.MonitoringSignalPredictionDriftSignal
Constructor
PredictionDriftSignal(*, production_data: ProductionData | None = None, reference_data: ReferenceData | None = None, metric_thresholds: PredictionDriftMetricThreshold, alert_enabled: bool = False, properties: Dict[str, str] | None = None)
Parameters
Name | Description |
---|---|
production_data
Required
|
The data for which drift will be calculated |
reference_data
Required
|
The data to calculate drift against |
metric_thresholds
Required
|
Metrics to calculate and their associated thresholds |
alert_enabled
Required
|
The current notification mode for this signal |
properties
Required
|
Dictionary of additional properties. |
Keyword-Only Parameters
Name | Description |
---|---|
production_data
Required
|
|
reference_data
Required
|
|
metric_thresholds
Required
|
|
alert_enabled
Required
|
|
properties
Required
|
|
Variables
Name | Description |
---|---|
type
|
The type of the signal, set to "prediction_drift" for this class. |
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Azure SDK for Python