Class XPSTextSentimentEvaluationMetrics

Model evaluation metrics for text sentiment problems.

Inheritance

object

XPSTextSentimentEvaluationMetrics

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.v1beta2.Data

Assembly: Google.Apis.CloudNaturalLanguage.v1beta2.dll

Syntax

public class XPSTextSentimentEvaluationMetrics : IDirectResponseSchema

Properties

ConfusionMatrix

Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Declaration

[JsonProperty("confusionMatrix")]
public virtual XPSConfusionMatrix ConfusionMatrix { get; set; }

Property Value

Type	Description
XPSConfusionMatrix

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

F1Score

Output only. The harmonic mean of recall and precision.

Declaration

[JsonProperty("f1Score")]
public virtual float? F1Score { get; set; }

Property Value

Type	Description
float?

LinearKappa

Output only. Linear weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Declaration

[JsonProperty("linearKappa")]
public virtual float? LinearKappa { get; set; }

Property Value

Type	Description
float?

MeanAbsoluteError

Output only. Mean absolute error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Declaration

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

Property Value

Type	Description
float?

MeanSquaredError

Output only. Mean squared error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Declaration

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

Property Value

Type	Description
float?

Precision

Output only. Precision.

Declaration

[JsonProperty("precision")]
public virtual float? Precision { get; set; }

Property Value

Type	Description
float?

QuadraticKappa

Output only. Quadratic weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.

Declaration

[JsonProperty("quadraticKappa")]
public virtual float? QuadraticKappa { get; set; }

Property Value

Type	Description
float?

Recall

Output only. Recall.

Declaration

[JsonProperty("recall")]
public virtual float? Recall { get; set; }

Property Value

Type	Description
float?

Implements

IDirectResponseSchema