GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig class

The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.

Constructors

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig({Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig>? explanationConfig, Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig>? predictionDriftDetectionConfig, Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset>? trainingDataset, Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig>? trainingPredictionSkewDetectionConfig})

Creates a new GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig. explanationConfig The config for integrating with Vertex Explainable AI. predictionDriftDetectionConfig The config for drift of prediction data. trainingDataset Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified. trainingPredictionSkewDetectionConfig The config for skew between training data and prediction data.

const

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig.fromMap(Map<String, dynamic> map)

factory

Properties

explanationConfig → Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig>?

The config for integrating with Vertex Explainable AI.

final

hashCode → int

The hash code for this object.

no setter, inherited

predictionDriftDetectionConfig → Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig>?

The config for drift of prediction data.

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

trainingDataset → Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset>?

Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.

final

trainingPredictionSkewDetectionConfig → Input<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig>?

The config for skew between training data and prediction data.

final

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