public sealed class TextSentimentEvaluationMetrics : IMessage<TextSentimentEvaluationMetrics>, IEquatable<TextSentimentEvaluationMetrics>, IDeepCloneable<TextSentimentEvaluationMetrics>, IBufferMessage, IMessage
Model evaluation metrics for text sentiment problems.
Implements
IMessage<TextSentimentEvaluationMetrics>, IEquatable<TextSentimentEvaluationMetrics>, IDeepCloneable<TextSentimentEvaluationMetrics>, IBufferMessage, IMessageNamespace
Google.Cloud.AutoML.V1Assembly
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 |
ClassificationEvaluationMetrics.Types.ConfusionMatrix |
F1Score
public float F1Score { get; set; }
Output only. The harmonic mean of recall and precision.
Property Value | |
---|---|
Type | Description |
Single |
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 |
Single |
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 |
Single |
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 |
Single |
Precision
public float Precision { get; set; }
Output only. Precision.
Property Value | |
---|---|
Type | Description |
Single |
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 |
Single |
Recall
public float Recall { get; set; }
Output only. Recall.
Property Value | |
---|---|
Type | Description |
Single |