Interface TextSentimentProto.TextSentimentEvaluationMetricsOrBuilder (2.44.0)

public static interface TextSentimentProto.TextSentimentEvaluationMetricsOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

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 int

The 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 int

The 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.