PredictionDriftSignal Class
Prediction drift signal.
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
|
Whether or not to enable alerts for the signal. Defaults to False. |
|
properties
Required
|
Dictionary of additional properties. |
Keyword-Only Parameters
| Name | Description |
|---|---|
|
production_data
|
Default value: None
|
|
reference_data
|
Default value: None
|
|
metric_thresholds
Required
|
|
|
alert_enabled
|
Default value: False
|
|
properties
|
Default value: None
|
Variables
| Name | Description |
|---|---|
|
type
|
The type of the signal, set to "prediction_drift" for this class. |
