Class GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

The config for Prediction data drift detection.

Inheritance

object

GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig : IDirectResponseSchema

Properties

AttributionScoreDriftThresholds

Key is the feature name and value is the threshold. The threshold here is against attribution score distance between different time windows.

Declaration

[JsonProperty("attributionScoreDriftThresholds")]
public virtual IDictionary<string, GoogleCloudAiplatformV1ThresholdConfig> AttributionScoreDriftThresholds { get; set; }

Property Value

Type	Description
IDictionary<string, GoogleCloudAiplatformV1ThresholdConfig>

DefaultDriftThreshold

Drift anomaly detection threshold used by all features. When the per-feature thresholds are not set, this field can be used to specify a threshold for all features.

Declaration

[JsonProperty("defaultDriftThreshold")]
public virtual GoogleCloudAiplatformV1ThresholdConfig DefaultDriftThreshold { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1ThresholdConfig

DriftThresholds

Key is the feature name and value is the threshold. If a feature needs to be monitored for drift, a value threshold must be configured for that feature. The threshold here is against feature distribution distance between different time windws.

Declaration

[JsonProperty("driftThresholds")]
public virtual IDictionary<string, GoogleCloudAiplatformV1ThresholdConfig> DriftThresholds { get; set; }

Property Value

Type	Description
IDictionary<string, GoogleCloudAiplatformV1ThresholdConfig>

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

Implements

IDirectResponseSchema