Class RegressionMetrics

Evaluation metrics for regression and explicit feedback type matrix factorization models.

Inheritance

System.Object

RegressionMetrics

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 RegressionMetrics : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
System.String

MeanAbsoluteError

Mean absolute error.

Declaration

[JsonProperty("meanAbsoluteError")]
public virtual double? MeanAbsoluteError { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

MeanSquaredError

Mean squared error.

Declaration

[JsonProperty("meanSquaredError")]
public virtual double? MeanSquaredError { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

MeanSquaredLogError

Mean squared log error.

Declaration

[JsonProperty("meanSquaredLogError")]
public virtual double? MeanSquaredLogError { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

MedianAbsoluteError

Median absolute error.

Declaration

[JsonProperty("medianAbsoluteError")]
public virtual double? MedianAbsoluteError { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

RSquared

R^2 score. This corresponds to r2_score in ML.EVALUATE.

Declaration

[JsonProperty("rSquared")]
public virtual double? RSquared { get; set; }

Property Value

Type	Description
System.Nullable<System.Double>

Implements

Google.Apis.Requests.IDirectResponseSchema