View Source GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig (google_api_ai_platform v0.13.0)

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

Attributes

explanationConfig (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig.t, default: nil) - The config for integrating with Vertex Explainable AI.
predictionDriftDetectionConfig (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig.t, default: nil) - The config for drift of prediction data.
trainingDataset (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset.t, default: nil) - Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.
trainingPredictionSkewDetectionConfig (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig.t, default: nil) - The config for skew between training data and prediction data.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() ::
  %GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig{
    explanationConfig:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig.t()
      | nil,
    predictionDriftDetectionConfig:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig.t()
      | nil,
    trainingDataset:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset.t()
      | nil,
    trainingPredictionSkewDetectionConfig:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig.t()
      | nil
  }

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.