ModelPerformanceSignal Class

Note

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

Model performance signal.

Inheritance

azure.ai.ml.entities._mixins.RestTranslatableMixin

ModelPerformanceSignal

Constructor

ModelPerformanceSignal(*, production_data: ProductionData, reference_data: ReferenceData, metric_thresholds: ModelPerformanceMetricThreshold, data_segment: DataSegment | None = None, alert_enabled: bool = False, properties: Dict[str, str] | None = None)

Keyword-Only Parameters

Name	Description
baseline_dataset	MonitorInputData The data to calculate performance against.
metric_thresholds	ModelPerformanceMetricThreshold A list of metrics to calculate and their associated thresholds.
model_type	MonitorModelType The model type.
data_segment	DataSegment The data segment to calculate performance against.
alert_enabled	bool Whether or not to enable alerts for the signal. Defaults to True.