Google Cloud Ai Platform V1 Client - Class ModelMonitoringObjectiveConfig (1.35.0)

Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ModelMonitoringObjectiveConfig.

The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.

Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name	Description
`data`	`array` Optional. Data for populating the Message object.
`↳ training_dataset`	`ModelMonitoringObjectiveConfig\TrainingDataset` Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.
`↳ training_prediction_skew_detection_config`	`ModelMonitoringObjectiveConfig\TrainingPredictionSkewDetectionConfig` The config for skew between training data and prediction data.
`↳ prediction_drift_detection_config`	`ModelMonitoringObjectiveConfig\PredictionDriftDetectionConfig` The config for drift of prediction data.
`↳ explanation_config`	`ModelMonitoringObjectiveConfig\ExplanationConfig` The config for integrating with Vertex Explainable AI.

getTrainingDataset

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

Returns
Type	Description
`ModelMonitoringObjectiveConfig\TrainingDataset\|null`

hasTrainingDataset

clearTrainingDataset

setTrainingDataset

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

Parameter
Name	Description
`var`	`ModelMonitoringObjectiveConfig\TrainingDataset`

Returns
Type	Description
`$this`

getTrainingPredictionSkewDetectionConfig

The config for skew between training data and prediction data.

Returns
Type	Description
`ModelMonitoringObjectiveConfig\TrainingPredictionSkewDetectionConfig\|null`

hasTrainingPredictionSkewDetectionConfig

clearTrainingPredictionSkewDetectionConfig

setTrainingPredictionSkewDetectionConfig

The config for skew between training data and prediction data.

Parameter
Name	Description
`var`	`ModelMonitoringObjectiveConfig\TrainingPredictionSkewDetectionConfig`

Returns
Type	Description
`$this`

getPredictionDriftDetectionConfig

The config for drift of prediction data.

Returns
Type	Description
`ModelMonitoringObjectiveConfig\PredictionDriftDetectionConfig\|null`

hasPredictionDriftDetectionConfig

clearPredictionDriftDetectionConfig

setPredictionDriftDetectionConfig