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public interface ModelMonitoringObjectiveConfigOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
getExplanationConfig()
public abstract ModelMonitoringObjectiveConfig.ExplanationConfig getExplanationConfig()The config for integrating with Vertex Explainable AI.
.google.cloud.aiplatform.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.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.v1beta1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the trainingPredictionSkewDetectionConfig field is set. |