Google AutoML v1 API - Class TextSentimentEvaluationMetrics (3.4.0)

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• 3.4.0 (latest)
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public sealed class TextSentimentEvaluationMetrics : IMessage<TextSentimentEvaluationMetrics>, IEquatable<TextSentimentEvaluationMetrics>, IDeepCloneable<TextSentimentEvaluationMetrics>, IBufferMessage, IMessage

Reference documentation and code samples for the Google AutoML v1 API class TextSentimentEvaluationMetrics.

Model evaluation metrics for text sentiment problems.

Inheritance

object > TextSentimentEvaluationMetrics

Implements

IMessageTextSentimentEvaluationMetrics, IEquatableTextSentimentEvaluationMetrics, IDeepCloneableTextSentimentEvaluationMetrics, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AutoML.V1

Assembly

Google.Cloud.AutoML.V1.dll

Constructors

TextSentimentEvaluationMetrics()

public TextSentimentEvaluationMetrics()

TextSentimentEvaluationMetrics(TextSentimentEvaluationMetrics)

public TextSentimentEvaluationMetrics(TextSentimentEvaluationMetrics other)

Parameter
Name	Description
other	TextSentimentEvaluationMetrics

Properties

ConfusionMatrix

public ClassificationEvaluationMetrics.Types.ConfusionMatrix ConfusionMatrix { get; set; }

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

Property Value
Type	Description
ClassificationEvaluationMetricsTypesConfusionMatrix

F1Score

public float F1Score { get; set; }

Output only. The harmonic mean of recall and precision.

Property Value
Type	Description
float

LinearKappa

public float LinearKappa { get; set; }

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

Property Value
Type	Description
float

MeanAbsoluteError

public float MeanAbsoluteError { get; set; }

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

Property Value
Type	Description
float

MeanSquaredError

public float MeanSquaredError { get; set; }

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

Property Value
Type	Description
float

Precision

public float Precision { get; set; }

Output only. Precision.

Property Value
Type	Description
float

QuadraticKappa

public float QuadraticKappa { get; set; }

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

Property Value
Type	Description
float

Recall

public float Recall { get; set; }

Output only. Recall.

Property Value
Type	Description
float