Class GoogleCloudAiplatformV1SchemaTrainingjobDefinitionHierarchyConfig

Configuration that defines the hierarchical relationship of time series and parameters for hierarchical forecasting strategies.

Inheritance

object

GoogleCloudAiplatformV1SchemaTrainingjobDefinitionHierarchyConfig

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 GoogleCloudAiplatformV1SchemaTrainingjobDefinitionHierarchyConfig : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

GroupColumns

A list of time series attribute column names that define the time series hierarchy. Only one level of hierarchy is supported, ex. 'region' for a hierarchy of stores or 'department' for a hierarchy of products. If multiple columns are specified, time series will be grouped by their combined values, ex. ('blue', 'large') for 'color' and 'size', up to 5 columns are accepted. If no group columns are specified, all time series are considered to be part of the same group.

Declaration

[JsonProperty("groupColumns")]
public virtual IList<string> GroupColumns { get; set; }

Property Value

Type	Description
IList<string>

GroupTemporalTotalWeight

The weight of the loss for predictions aggregated over both the horizon and time series in the same hierarchy group.

Declaration

[JsonProperty("groupTemporalTotalWeight")]
public virtual double? GroupTemporalTotalWeight { get; set; }

Property Value

Type	Description
double?

GroupTotalWeight

The weight of the loss for predictions aggregated over time series in the same group.

Declaration

[JsonProperty("groupTotalWeight")]
public virtual double? GroupTotalWeight { get; set; }

Property Value

Type	Description
double?

TemporalTotalWeight

The weight of the loss for predictions aggregated over the horizon for a single time series.

Declaration

[JsonProperty("temporalTotalWeight")]
public virtual double? TemporalTotalWeight { get; set; }

Property Value

Type	Description
double?

Implements

IDirectResponseSchema