Class PrincipalComponentInfo

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

Inheritance

object

PrincipalComponentInfo

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.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
double?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
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
double?

ExplainedVarianceRatio

Explained_variance over the total explained variance.

Declaration

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

Property Value

Type	Description
double?

PrincipalComponentId

Id of the principal component.

Declaration

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

Property Value

Type	Description
long?

Implements

IDirectResponseSchema