Class PrincipalComponentInfo

Principal component infos, used only for eigen decomposition based models, e.g., PCA. Ordered by explained_variance in the descending order.

Inheritance

System.Object

PrincipalComponentInfo

Implements

Google.Apis.Requests.IDirectResponseSchema

Inherited Members

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Google.Apis.Bigquery.v2.Data

Assembly: Google.Apis.Bigquery.v2.dll

Syntax

public class PrincipalComponentInfo : IDirectResponseSchema

Properties

CumulativeExplainedVarianceRatio

The explained_variance is pre-ordered in the descending order to compute the cumulative explained variance ratio.

Declaration

[JsonProperty("cumulativeExplainedVarianceRatio")]
public virtual double? CumulativeExplainedVarianceRatio { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
System.String

ExplainedVariance

Explained variance by this principal component, which is simply the eigenvalue.

Declaration

[JsonProperty("explainedVariance")]
public virtual double? ExplainedVariance { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

ExplainedVarianceRatio

Explained_variance over the total explained variance.

Declaration

[JsonProperty("explainedVarianceRatio")]
public virtual double? ExplainedVarianceRatio { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

PrincipalComponentId

Id of the principal component.

Declaration

[JsonProperty("principalComponentId")]
public virtual long? PrincipalComponentId { get; set; }

Property Value

Type	Description
System.Nullable<System.Int64>

Implements

Google.Apis.Requests.IDirectResponseSchema