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PredictionDriftSignal Class

  • Reference

Prediction drift signal.

Inheritance
azure.ai.ml.entities._monitoring.signals.MonitoringSignal
PredictionDriftSignal

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
str

The type of the signal, set to "prediction_drift" for this class.