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 |
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