azure.ai.ml.entities.PredictionDriftSignal.yml

### YamlMime:PythonClass
uid: azure.ai.ml.entities.PredictionDriftSignal
name: PredictionDriftSignal
fullName: azure.ai.ml.entities.PredictionDriftSignal
module: azure.ai.ml.entities
inheritances:
- azure.ai.ml.entities._monitoring.signals.MonitoringSignal
summary: Prediction drift signal.
constructor:
  syntax: '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: production_data
    description: The data for which drift will be calculated
    isRequired: true
  - name: reference_data
    description: The data to calculate drift against
    isRequired: true
  - name: metric_thresholds
    description: Metrics to calculate and their associated thresholds
    isRequired: true
  - name: alert_enabled
    description: The current notification mode for this signal
    isRequired: true
  - name: properties
    description: Dictionary of additional properties.
    isRequired: true
  keywordOnlyParameters:
  - name: production_data
    isRequired: true
  - name: reference_data
    isRequired: true
  - name: metric_thresholds
    isRequired: true
  - name: alert_enabled
    isRequired: true
  - name: properties
    isRequired: true
variables:
- description: The type of the signal, set to "prediction_drift" for this class.
  name: type
  types:
  - <xref:str>