- 0.57.0 (latest)
- 0.56.0
- 0.55.0
- 0.54.0
- 0.53.0
- 0.52.0
- 0.51.0
- 0.50.0
- 0.49.0
- 0.48.0
- 0.47.0
- 0.46.0
- 0.45.0
- 0.44.0
- 0.43.0
- 0.42.0
- 0.41.0
- 0.40.0
- 0.39.0
- 0.38.0
- 0.37.0
- 0.36.0
- 0.35.0
- 0.34.0
- 0.33.0
- 0.32.0
- 0.31.0
- 0.30.0
- 0.29.0
- 0.28.0
- 0.27.0
- 0.26.0
- 0.25.0
- 0.24.0
- 0.23.0
- 0.22.0
- 0.21.0
- 0.20.0
- 0.19.0
- 0.18.0
- 0.17.0
- 0.16.0
- 0.15.0
- 0.14.0
- 0.13.0
- 0.12.0
- 0.11.0
- 0.10.0
- 0.9.1
- 0.8.0
- 0.7.0
- 0.6.0
- 0.5.0
- 0.4.0
- 0.3.0
- 0.2.0
- 0.1.0
Reference documentation and code samples for the Vertex AI V1 API class Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig.
The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.
Inherits
- Object
Extended By
- Google::Protobuf::MessageExts::ClassMethods
Includes
- Google::Protobuf::MessageExts
Methods
#explanation_config
def explanation_config() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig) — The config for integrating with Vertex Explainable AI.
#explanation_config=
def explanation_config=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig
Parameter
- value (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig) — The config for integrating with Vertex Explainable AI.
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig) — The config for integrating with Vertex Explainable AI.
#prediction_drift_detection_config
def prediction_drift_detection_config() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::PredictionDriftDetectionConfig
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::PredictionDriftDetectionConfig) — The config for drift of prediction data.
#prediction_drift_detection_config=
def prediction_drift_detection_config=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::PredictionDriftDetectionConfig
Parameter
- value (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::PredictionDriftDetectionConfig) — The config for drift of prediction data.
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::PredictionDriftDetectionConfig) — The config for drift of prediction data.
#training_dataset
def training_dataset() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset) — Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.
#training_dataset=
def training_dataset=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset
Parameter
- value (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset) — Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset) — Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.
#training_prediction_skew_detection_config
def training_prediction_skew_detection_config() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig) — The config for skew between training data and prediction data.
#training_prediction_skew_detection_config=
def training_prediction_skew_detection_config=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig
Parameter
- value (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig) — The config for skew between training data and prediction data.
Returns
- (::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig) — The config for skew between training data and prediction data.