Interface ModelMonitoringObjectiveConfigOrBuilder (3.15.0)

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.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig

The explanationConfig.

getExplanationConfigOrBuilder()

public abstract ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder getExplanationConfigOrBuilder()

The config for integrating with Vertex Explainable AI.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder

getPredictionDriftDetectionConfig()

public abstract ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig getPredictionDriftDetectionConfig()

The config for drift of prediction data.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Returns
TypeDescription
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig

The predictionDriftDetectionConfig.

getPredictionDriftDetectionConfigOrBuilder()

public abstract ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder getPredictionDriftDetectionConfigOrBuilder()

The config for drift of prediction data.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Returns
TypeDescription
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.v1beta1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Returns
TypeDescription
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.v1beta1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Returns
TypeDescription
ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

getTrainingPredictionSkewDetectionConfig()

public abstract ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig getTrainingPredictionSkewDetectionConfig()

The config for skew between training data and prediction data.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Returns
TypeDescription
ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig

The trainingPredictionSkewDetectionConfig.

getTrainingPredictionSkewDetectionConfigOrBuilder()

public abstract ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder getTrainingPredictionSkewDetectionConfigOrBuilder()

The config for skew between training data and prediction data.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Returns
TypeDescription
ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder

hasExplanationConfig()

public abstract boolean hasExplanationConfig()

The config for integrating with Vertex Explainable AI.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Returns
TypeDescription
boolean

Whether the explanationConfig field is set.

hasPredictionDriftDetectionConfig()

public abstract boolean hasPredictionDriftDetectionConfig()

The config for drift of prediction data.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Returns
TypeDescription
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.v1beta1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Returns
TypeDescription
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.v1beta1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Returns
TypeDescription
boolean

Whether the trainingPredictionSkewDetectionConfig field is set.