GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig class
The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.
Constructors
- GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig({GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig? explanationConfig, GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig? predictionDriftDetectionConfig, GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset? trainingDataset, GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig? trainingPredictionSkewDetectionConfig})
- GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig.fromJson(Map json_)
Properties
- explanationConfig ↔ GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig?
-
The config for integrating with Vertex Explainable AI.
getter/setter pair
- hashCode → int
-
The hash code for this object.
no setterinherited
- predictionDriftDetectionConfig ↔ GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig?
-
The config for drift of prediction data.
getter/setter pair
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
- trainingDataset ↔ GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset?
-
Training dataset for models.
getter/setter pair
- trainingPredictionSkewDetectionConfig ↔ GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig?
-
The config for skew between training data and prediction data.
getter/setter pair
Methods
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
toJson(
) → Map< String, dynamic> -
toString(
) → String -
A string representation of this object.
inherited
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited