Class EvaluationMetrics

Evaluation metrics of a model. These are either computed on all training data or just the eval data based on whether eval data was used during training. These are not present for imported models.

Inheritance

System.Object

EvaluationMetrics

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 EvaluationMetrics : IDirectResponseSchema

Properties

ArimaForecastingMetrics

Populated for ARIMA models.

Declaration

[JsonProperty("arimaForecastingMetrics")]
public virtual ArimaForecastingMetrics ArimaForecastingMetrics { get; set; }

Property Value

Type	Description
ArimaForecastingMetrics

BinaryClassificationMetrics

Populated for binary classification/classifier models.

Declaration

[JsonProperty("binaryClassificationMetrics")]
public virtual BinaryClassificationMetrics BinaryClassificationMetrics { get; set; }

Property Value

Type	Description
BinaryClassificationMetrics

ClusteringMetrics

Populated for clustering models.

Declaration

[JsonProperty("clusteringMetrics")]
public virtual ClusteringMetrics ClusteringMetrics { get; set; }

Property Value

Type	Description
ClusteringMetrics

DimensionalityReductionMetrics

Evaluation metrics when the model is a dimensionality reduction model, which currently includes PCA.

Declaration

[JsonProperty("dimensionalityReductionMetrics")]
public virtual DimensionalityReductionMetrics DimensionalityReductionMetrics { get; set; }

Property Value

Type	Description
DimensionalityReductionMetrics

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
System.String

MultiClassClassificationMetrics

Populated for multi-class classification/classifier models.

Declaration

[JsonProperty("multiClassClassificationMetrics")]
public virtual MultiClassClassificationMetrics MultiClassClassificationMetrics { get; set; }

Property Value

Type	Description
MultiClassClassificationMetrics

RankingMetrics

Populated for implicit feedback type matrix factorization models.

Declaration

[JsonProperty("rankingMetrics")]
public virtual RankingMetrics RankingMetrics { get; set; }

Property Value

Type	Description
RankingMetrics

RegressionMetrics

Populated for regression models and explicit feedback type matrix factorization models.

Declaration

[JsonProperty("regressionMetrics")]
public virtual RegressionMetrics RegressionMetrics { get; set; }

Property Value

Type	Description
RegressionMetrics

Implements

Google.Apis.Requests.IDirectResponseSchema