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.RestTranslatableMixinModelPerformanceSignal
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
|
The data to calculate performance against. |
|
metric_thresholds
|
A list of metrics to calculate and their associated thresholds. |
|
model_type
|
The model type. |
|
data_segment
|
The data segment to calculate performance against. |
|
alert_enabled
|
Whether or not to enable alerts for the signal. Defaults to True. |
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Azure SDK for Python
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