Class TextSentimentEvaluationMetrics

Model evaluation metrics for text sentiment problems.

Inheritance
System.Object
TextSentimentEvaluationMetrics
Inherited Members
System.Object.ToString()
System.Object.GetHashCode()
System.Object.GetType()
System.Object.MemberwiseClone()
Namespace: Google.Cloud.AutoML.V1
Assembly: Google.Cloud.AutoML.V1.dll
Syntax
public sealed class TextSentimentEvaluationMetrics : IMessage<TextSentimentEvaluationMetrics>, IEquatable<TextSentimentEvaluationMetrics>, IDeepCloneable<TextSentimentEvaluationMetrics>, IBufferMessage, IMessage

Constructors

TextSentimentEvaluationMetrics()

Declaration
public TextSentimentEvaluationMetrics()

TextSentimentEvaluationMetrics(TextSentimentEvaluationMetrics)

Declaration
public TextSentimentEvaluationMetrics(TextSentimentEvaluationMetrics other)
Parameters
Type Name Description
TextSentimentEvaluationMetrics other

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
public ClassificationEvaluationMetrics.Types.ConfusionMatrix ConfusionMatrix { get; set; }
Property Value
Type Description
ClassificationEvaluationMetrics.Types.ConfusionMatrix

F1Score

Output only. The harmonic mean of recall and precision.

Declaration
public float F1Score { get; set; }
Property Value
Type Description
System.Single

LinearKappa

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

Declaration
public float LinearKappa { get; set; }
Property Value
Type Description
System.Single

MeanAbsoluteError

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

Declaration
public float MeanAbsoluteError { get; set; }
Property Value
Type Description
System.Single

MeanSquaredError

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

Declaration
public float MeanSquaredError { get; set; }
Property Value
Type Description
System.Single

Precision

Output only. Precision.

Declaration
public float Precision { get; set; }
Property Value
Type Description
System.Single

QuadraticKappa

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

Declaration
public float QuadraticKappa { get; set; }
Property Value
Type Description
System.Single

Recall

Output only. Recall.

Declaration
public float Recall { get; set; }
Property Value
Type Description
System.Single