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