Class XPSRegressionEvaluationMetrics

Model evaluation metrics for regression problems. It can be used for Tables.

Inheritance

object

XPSRegressionEvaluationMetrics

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.CloudNaturalLanguage.v2.Data

Assembly: Google.Apis.CloudNaturalLanguage.v2.dll

Syntax

public class XPSRegressionEvaluationMetrics : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

MeanAbsoluteError

Mean Absolute Error (MAE).

Declaration

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

Property Value

Type	Description
float?

MeanAbsolutePercentageError

Mean absolute percentage error. Only set if all ground truth values are positive.

Declaration

[JsonProperty("meanAbsolutePercentageError")]
public virtual float? MeanAbsolutePercentageError { get; set; }

Property Value

Type	Description
float?

RSquared

R squared.

Declaration

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

Property Value

Type	Description
float?

RegressionMetricsEntries

A list of actual versus predicted points for the model being evaluated.

Declaration

[JsonProperty("regressionMetricsEntries")]
public virtual IList<XPSRegressionMetricsEntry> RegressionMetricsEntries { get; set; }

Property Value

Type	Description
IList<XPSRegressionMetricsEntry>

RootMeanSquaredError

Root Mean Squared Error (RMSE).

Declaration

[JsonProperty("rootMeanSquaredError")]
public virtual float? RootMeanSquaredError { get; set; }

Property Value

Type	Description
float?

RootMeanSquaredLogError

Root mean squared log error.

Declaration

[JsonProperty("rootMeanSquaredLogError")]
public virtual float? RootMeanSquaredLogError { get; set; }

Property Value

Type	Description
float?

Implements

IDirectResponseSchema