public static final class TextSentimentProto.TextSentimentEvaluationMetrics extends GeneratedMessageV3 implements TextSentimentProto.TextSentimentEvaluationMetricsOrBuilder
Model evaluation metrics for text sentiment problems.
Protobuf type google.cloud.automl.v1beta1.TextSentimentEvaluationMetrics
Static Fields
ANNOTATION_SPEC_ID_FIELD_NUMBER
public static final int ANNOTATION_SPEC_ID_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
CONFUSION_MATRIX_FIELD_NUMBER
public static final int CONFUSION_MATRIX_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
F1_SCORE_FIELD_NUMBER
public static final int F1_SCORE_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
LINEAR_KAPPA_FIELD_NUMBER
public static final int LINEAR_KAPPA_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
MEAN_ABSOLUTE_ERROR_FIELD_NUMBER
public static final int MEAN_ABSOLUTE_ERROR_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
MEAN_SQUARED_ERROR_FIELD_NUMBER
public static final int MEAN_SQUARED_ERROR_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
PRECISION_FIELD_NUMBER
public static final int PRECISION_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
QUADRATIC_KAPPA_FIELD_NUMBER
public static final int QUADRATIC_KAPPA_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
RECALL_FIELD_NUMBER
public static final int RECALL_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
Static Methods
getDefaultInstance()
public static TextSentimentProto.TextSentimentEvaluationMetrics getDefaultInstance()
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
newBuilder()
public static TextSentimentProto.TextSentimentEvaluationMetrics.Builder newBuilder()
newBuilder(TextSentimentProto.TextSentimentEvaluationMetrics prototype)
public static TextSentimentProto.TextSentimentEvaluationMetrics.Builder newBuilder(TextSentimentProto.TextSentimentEvaluationMetrics prototype)
parseDelimitedFrom(InputStream input)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseDelimitedFrom(InputStream input)
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
parseFrom(byte[] data)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(byte[] data)
| Parameter |
|---|
| Name | Description |
data | byte[]
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
parseFrom(ByteString data)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(ByteString data)
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
parseFrom(CodedInputStream input)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(CodedInputStream input)
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
parseFrom(InputStream input)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(InputStream input)
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
parseFrom(ByteBuffer data)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(ByteBuffer data)
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static TextSentimentProto.TextSentimentEvaluationMetrics parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
parser()
public static Parser<TextSentimentProto.TextSentimentEvaluationMetrics> parser()
Methods
equals(Object obj)
public boolean equals(Object obj)
| Parameter |
|---|
| Name | Description |
obj | Object
|
Overrides
getAnnotationSpecId(int index) (deprecated)
public 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 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 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 ProtocolStringList 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];
getConfusionMatrix()
public 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;
getConfusionMatrixOrBuilder()
public 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;
getDefaultInstanceForType()
public TextSentimentProto.TextSentimentEvaluationMetrics getDefaultInstanceForType()
getF1Score()
public float getF1Score()
Output only. The harmonic mean of recall and precision.
float f1_score = 3;
| Returns |
|---|
| Type | Description |
float | The f1Score.
|
getLinearKappa()
public 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 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 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.
|
getParserForType()
public Parser<TextSentimentProto.TextSentimentEvaluationMetrics> getParserForType()
Overrides
getPrecision()
public float getPrecision()
Output only. Precision.
float precision = 1;
| Returns |
|---|
| Type | Description |
float | The precision.
|
getQuadraticKappa()
public 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()
Output only. Recall.
float recall = 2;
| Returns |
|---|
| Type | Description |
float | The recall.
|
getSerializedSize()
public int getSerializedSize()
| Returns |
|---|
| Type | Description |
int | |
Overrides
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Overrides
hasConfusionMatrix()
public 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.
|
hashCode()
| Returns |
|---|
| Type | Description |
int | |
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
isInitialized()
public final boolean isInitialized()
Overrides
newBuilderForType()
public TextSentimentProto.TextSentimentEvaluationMetrics.Builder newBuilderForType()
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected TextSentimentProto.TextSentimentEvaluationMetrics.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Overrides
toBuilder()
public TextSentimentProto.TextSentimentEvaluationMetrics.Builder toBuilder()
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Overrides
