ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig class final
The config for Prediction data drift detection.
Constructors
-
ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig({Map<
String, ThresholdConfig> driftThresholds = const {}, Map<String, ThresholdConfig> attributionScoreDriftThresholds = const {}, ThresholdConfig? defaultDriftThreshold}) - ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig.fromJson(Object? j)
-
factory
Properties
-
attributionScoreDriftThresholds
→ Map<
String, ThresholdConfig> -
Key is the feature name and value is the threshold. The threshold here is
against attribution score distance between different time windows.
final
- defaultDriftThreshold → ThresholdConfig?
-
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
→ Map<
String, ThresholdConfig> -
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
- qualifiedName → String
-
The fully qualified name of this message, i.e.,
google.protobuf.Durationorgoogle.rpc.ErrorInfo.finalinherited - 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
-
toJson(
) → Object -
toString(
) → String -
A string representation of this object.
override
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited
Constants
- fullyQualifiedName → const String