Cloud AI Platform v1beta1 API - Class ModelMonitoringStatsDataPoint (1.0.0-beta06)

public sealed class ModelMonitoringStatsDataPoint : IMessage<ModelMonitoringStatsDataPoint>, IEquatable<ModelMonitoringStatsDataPoint>, IDeepCloneable<ModelMonitoringStatsDataPoint>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class ModelMonitoringStatsDataPoint.

Represents a single statistics data point.

Inheritance

object > ModelMonitoringStatsDataPoint

Implements

IMessage ModelMonitoringStatsDataPoint, IEquatable ModelMonitoringStatsDataPoint, IDeepCloneable ModelMonitoringStatsDataPoint, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.dll

Constructors

ModelMonitoringStatsDataPoint()

public ModelMonitoringStatsDataPoint()

ModelMonitoringStatsDataPoint(ModelMonitoringStatsDataPoint)

public ModelMonitoringStatsDataPoint(ModelMonitoringStatsDataPoint other)

Parameter
Name	Description
`other`	`ModelMonitoringStatsDataPoint`

Properties

Algorithm

public string Algorithm { get; set; }

Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.

Property Value
Type	Description
`string`

BaselineStats

public ModelMonitoringStatsDataPoint.Types.TypedValue BaselineStats { get; set; }

Statistics from baseline dataset.

Property Value
Type	Description
`ModelMonitoringStatsDataPointTypesTypedValue`

CreateTime

public Timestamp CreateTime { get; set; }

Statistics create time.

Property Value
Type	Description
`Timestamp`

CurrentStats

public ModelMonitoringStatsDataPoint.Types.TypedValue CurrentStats { get; set; }

Statistics from current dataset.

Property Value
Type	Description
`ModelMonitoringStatsDataPointTypesTypedValue`

HasAnomaly

public bool HasAnomaly { get; set; }

Indicate if the statistics has anomaly.

Property Value
Type	Description
`bool`

ModelMonitoringJob

public string ModelMonitoringJob { get; set; }

Model monitoring job resource name.

Property Value
Type	Description
`string`

Schedule

public string Schedule { get; set; }

Schedule resource name.

Property Value
Type	Description
`string`

ThresholdValue

public double ThresholdValue { get; set; }

Threshold value.

Property Value
Type	Description
`double`