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public static interface TextSentimentProto.TextSentimentEvaluationMetricsOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
getAnnotationSpecId(int index) (deprecated)
public abstract String getAnnotationSpecId(int index)Deprecated. google.cloud.automl.v1beta1.TextSentimentEvaluationMetrics.annotation_spec_id is deprecated. See google/cloud/automl/v1beta1/text_sentiment.proto;l=77
Output only. The annotation spec ids used for this evaluation. Deprecated .
repeated string annotation_spec_id = 9 [deprecated = true];
| Parameter | |
|---|---|
| Name | Description |
index | intThe index of the element to return. |
| Returns | |
|---|---|
| Type | Description |
String | The annotationSpecId at the given index. |
getAnnotationSpecIdBytes(int index) (deprecated)
public abstract ByteString getAnnotationSpecIdBytes(int index)Deprecated. google.cloud.automl.v1beta1.TextSentimentEvaluationMetrics.annotation_spec_id is deprecated. See google/cloud/automl/v1beta1/text_sentiment.proto;l=77
Output only. The annotation spec ids used for this evaluation. Deprecated .
repeated string annotation_spec_id = 9 [deprecated = true];
| Parameter | |
|---|---|
| Name | Description |
index | intThe index of the value to return. |
| Returns | |
|---|---|
| Type | Description |
ByteString | The bytes of the annotationSpecId at the given index. |
getAnnotationSpecIdCount() (deprecated)
public abstract int getAnnotationSpecIdCount()Deprecated. google.cloud.automl.v1beta1.TextSentimentEvaluationMetrics.annotation_spec_id is deprecated. See google/cloud/automl/v1beta1/text_sentiment.proto;l=77
Output only. The annotation spec ids used for this evaluation. Deprecated .
repeated string annotation_spec_id = 9 [deprecated = true];
| Returns | |
|---|---|
| Type | Description |
int | The count of annotationSpecId. |
getAnnotationSpecIdList() (deprecated)
public abstract List<String> getAnnotationSpecIdList()Deprecated. google.cloud.automl.v1beta1.TextSentimentEvaluationMetrics.annotation_spec_id is deprecated. See google/cloud/automl/v1beta1/text_sentiment.proto;l=77
Output only. The annotation spec ids used for this evaluation. Deprecated .
repeated string annotation_spec_id = 9 [deprecated = true];
| Returns | |
|---|---|
| Type | Description |
List<String> | A list containing the annotationSpecId. |
getConfusionMatrix()
public abstract ClassificationProto.ClassificationEvaluationMetrics.ConfusionMatrix getConfusionMatrix()Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
.google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;
| Returns | |
|---|---|
| Type | Description |
ClassificationProto.ClassificationEvaluationMetrics.ConfusionMatrix | The confusionMatrix. |
getConfusionMatrixOrBuilder()
public abstract ClassificationProto.ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder getConfusionMatrixOrBuilder()Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
.google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;
| Returns | |
|---|---|
| Type | Description |
ClassificationProto.ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder | |
getF1Score()
public abstract float getF1Score()Output only. The harmonic mean of recall and precision.
float f1_score = 3;
| Returns | |
|---|---|
| Type | Description |
float | The f1Score. |
getLinearKappa()
public abstract float getLinearKappa()Output only. Linear weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
float linear_kappa = 6;
| Returns | |
|---|---|
| Type | Description |
float | The linearKappa. |
getMeanAbsoluteError()
public abstract float getMeanAbsoluteError()Output only. Mean absolute error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
float mean_absolute_error = 4;
| Returns | |
|---|---|
| Type | Description |
float | The meanAbsoluteError. |
getMeanSquaredError()
public abstract float getMeanSquaredError()Output only. Mean squared error. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
float mean_squared_error = 5;
| Returns | |
|---|---|
| Type | Description |
float | The meanSquaredError. |
getPrecision()
public abstract float getPrecision()Output only. Precision.
float precision = 1;
| Returns | |
|---|---|
| Type | Description |
float | The precision. |
getQuadraticKappa()
public abstract float getQuadraticKappa()Output only. Quadratic weighted kappa. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
float quadratic_kappa = 7;
| Returns | |
|---|---|
| Type | Description |
float | The quadraticKappa. |
getRecall()
public abstract float getRecall()Output only. Recall.
float recall = 2;
| Returns | |
|---|---|
| Type | Description |
float | The recall. |
hasConfusionMatrix()
public abstract boolean hasConfusionMatrix()Output only. Confusion matrix of the evaluation. Only set for the overall model evaluation, not for evaluation of a single annotation spec.
.google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;
| Returns | |
|---|---|
| Type | Description |
boolean | Whether the confusionMatrix field is set. |