GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig class

The config for Prediction data drift detection.

Constructors

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig({Input<Map<String, String>>? attributionScoreDriftThresholds, Input<GoogleCloudAiplatformV1ThresholdConfig>? defaultDriftThreshold, Input<Map<String, String>>? driftThresholds})
Creates a new GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig. attributionScoreDriftThresholds Key is the feature name and value is the threshold. The threshold here is against attribution score distance between different time windows. defaultDriftThreshold Drift anomaly detection threshold used by all features. When the per-feature thresholds are not set, this field can be used to specify a threshold for all features. driftThresholds Key is the feature name and value is the threshold. If a feature needs to be monitored for drift, a value threshold must be configured for that feature. The threshold here is against feature distribution distance between different time windws.
const
GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig.fromMap(Map<String, dynamic> map)
factory

Properties

attributionScoreDriftThresholds → Input<Map<String, String>>?
Key is the feature name and value is the threshold. The threshold here is against attribution score distance between different time windows.
final
defaultDriftThreshold → Input<GoogleCloudAiplatformV1ThresholdConfig>?
Drift anomaly detection threshold used by all features. When the per-feature thresholds are not set, this field can be used to specify a threshold for all features.
final
driftThresholds → Input<Map<String, String>>?
Key is the feature name and value is the threshold. If a feature needs to be monitored for drift, a value threshold must be configured for that feature. The threshold here is against feature distribution distance between different time windws.
final
hashCode → int
The hash code for this object.
no setterinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toMap() → Map<String, dynamic>
toString() → String
A string representation of this object.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited