Class GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextSentimentEvaluationMetrics

Model evaluation metrics for text sentiment problems.

Inheritance

object

GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextSentimentEvaluationMetrics

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.Aiplatform.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsTextSentimentEvaluationMetrics : IDirectResponseSchema

Properties

ConfusionMatrix

Confusion matrix of the evaluation. Only set for ModelEvaluations, not for ModelEvaluationSlices.

Declaration

[JsonProperty("confusionMatrix")]
public virtual GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsConfusionMatrix ConfusionMatrix { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1SchemaModelevaluationMetricsConfusionMatrix

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

F1Score

The harmonic mean of recall and precision.

Declaration

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

Property Value

Type	Description
float?

LinearKappa

Linear weighted kappa. Only set for ModelEvaluations, not for ModelEvaluationSlices.

Declaration

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

Property Value

Type	Description
float?

MeanAbsoluteError

Mean absolute error. Only set for ModelEvaluations, not for ModelEvaluationSlices.

Declaration

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

Property Value

Type	Description
float?

MeanSquaredError

Mean squared error. Only set for ModelEvaluations, not for ModelEvaluationSlices.

Declaration

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

Property Value

Type	Description
float?

Precision

Precision.

Declaration

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

Property Value

Type	Description
float?

QuadraticKappa

Quadratic weighted kappa. Only set for ModelEvaluations, not for ModelEvaluationSlices.

Declaration

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

Property Value

Type	Description
float?

Recall

Recall.

Declaration

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

Property Value

Type	Description
float?

Implements

IDirectResponseSchema