Interface ModelMonitoringObjectiveConfigOrBuilder (3.42.0)

public interface ModelMonitoringObjectiveConfigOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getExplanationConfig()

public abstract ModelMonitoringObjectiveConfig.ExplanationConfig getExplanationConfig()

The config for integrating with Vertex Explainable AI.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Returns
Type Description
ModelMonitoringObjectiveConfig.ExplanationConfig

The explanationConfig.

getExplanationConfigOrBuilder()

public abstract ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder getExplanationConfigOrBuilder()

The config for integrating with Vertex Explainable AI.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Returns
Type Description
ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder

getPredictionDriftDetectionConfig()

public abstract ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig getPredictionDriftDetectionConfig()

The config for drift of prediction data.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Returns
Type Description
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig

The predictionDriftDetectionConfig.

getPredictionDriftDetectionConfigOrBuilder()

public abstract ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder getPredictionDriftDetectionConfigOrBuilder()

The config for drift of prediction data.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Returns
Type Description
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder

getTrainingDataset()

public abstract ModelMonitoringObjectiveConfig.TrainingDataset getTrainingDataset()

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

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Returns
Type Description
ModelMonitoringObjectiveConfig.TrainingDataset

The trainingDataset.

getTrainingDatasetOrBuilder()

public abstract ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder getTrainingDatasetOrBuilder()

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

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Returns
Type Description
ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

getTrainingPredictionSkewDetectionConfig()

public abstract ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig getTrainingPredictionSkewDetectionConfig()

The config for skew between training data and prediction data.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Returns
Type Description
ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig

The trainingPredictionSkewDetectionConfig.

getTrainingPredictionSkewDetectionConfigOrBuilder()

public abstract ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder getTrainingPredictionSkewDetectionConfigOrBuilder()

The config for skew between training data and prediction data.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Returns
Type Description
ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder

hasExplanationConfig()

public abstract boolean hasExplanationConfig()

The config for integrating with Vertex Explainable AI.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Returns
Type Description
boolean

Whether the explanationConfig field is set.

hasPredictionDriftDetectionConfig()

public abstract boolean hasPredictionDriftDetectionConfig()

The config for drift of prediction data.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Returns
Type Description
boolean

Whether the predictionDriftDetectionConfig field is set.

hasTrainingDataset()

public abstract boolean hasTrainingDataset()

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

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Returns
Type Description
boolean

Whether the trainingDataset field is set.

hasTrainingPredictionSkewDetectionConfig()

public abstract boolean hasTrainingPredictionSkewDetectionConfig()

The config for skew between training data and prediction data.

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Returns
Type Description
boolean

Whether the trainingPredictionSkewDetectionConfig field is set.