Vertex AI V1 API - Class Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig (v0.44.0)

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

#explanation_config=

def explanation_config=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig
Parameter
Returns

#prediction_drift_detection_config

def prediction_drift_detection_config() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::PredictionDriftDetectionConfig

#prediction_drift_detection_config=

def prediction_drift_detection_config=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::PredictionDriftDetectionConfig
Parameter

#training_dataset

def training_dataset() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset
Returns

#training_dataset=

def training_dataset=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset
Parameter
Returns

#training_prediction_skew_detection_config

def training_prediction_skew_detection_config() -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig
Returns

#training_prediction_skew_detection_config=

def training_prediction_skew_detection_config=(value) -> ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingPredictionSkewDetectionConfig
Parameter
Returns