com.google.cloud.automl.v1

Class TextSentimentEvaluationMetrics.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

com.google.cloud.automl.v1.TextSentimentEvaluationMetrics.Builder

All Implemented Interfaces:

TextSentimentEvaluationMetricsOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

TextSentimentEvaluationMetrics

public static final class TextSentimentEvaluationMetrics.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>
implements TextSentimentEvaluationMetricsOrBuilder

 Model evaluation metrics for text sentiment problems.
 

Protobuf type google.cloud.automl.v1.TextSentimentEvaluationMetrics

Method Summary

Modifier and Type	Method and Description
TextSentimentEvaluationMetrics.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
TextSentimentEvaluationMetrics	build()
TextSentimentEvaluationMetrics	buildPartial()
TextSentimentEvaluationMetrics.Builder	clear()
TextSentimentEvaluationMetrics.Builder	clearConfusionMatrix() Output only.
TextSentimentEvaluationMetrics.Builder	clearF1Score() Output only.
TextSentimentEvaluationMetrics.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
TextSentimentEvaluationMetrics.Builder	clearLinearKappa() Output only.
TextSentimentEvaluationMetrics.Builder	clearMeanAbsoluteError() Output only.
TextSentimentEvaluationMetrics.Builder	clearMeanSquaredError() Output only.
TextSentimentEvaluationMetrics.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
TextSentimentEvaluationMetrics.Builder	clearPrecision() Output only.
TextSentimentEvaluationMetrics.Builder	clearQuadraticKappa() Output only.
TextSentimentEvaluationMetrics.Builder	clearRecall() Output only.
TextSentimentEvaluationMetrics.Builder	clone()
ClassificationEvaluationMetrics.ConfusionMatrix	getConfusionMatrix() Output only.
ClassificationEvaluationMetrics.ConfusionMatrix.Builder	getConfusionMatrixBuilder() Output only.
ClassificationEvaluationMetrics.ConfusionMatrixOrBuilder	getConfusionMatrixOrBuilder() Output only.
TextSentimentEvaluationMetrics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
float	getF1Score() Output only.
float	getLinearKappa() Output only.
float	getMeanAbsoluteError() Output only.
float	getMeanSquaredError() Output only.
float	getPrecision() Output only.
float	getQuadraticKappa() Output only.
float	getRecall() Output only.
boolean	hasConfusionMatrix() Output only.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
TextSentimentEvaluationMetrics.Builder	mergeConfusionMatrix(ClassificationEvaluationMetrics.ConfusionMatrix value) Output only.
TextSentimentEvaluationMetrics.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
TextSentimentEvaluationMetrics.Builder	mergeFrom(com.google.protobuf.Message other)
TextSentimentEvaluationMetrics.Builder	mergeFrom(TextSentimentEvaluationMetrics other)
TextSentimentEvaluationMetrics.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
TextSentimentEvaluationMetrics.Builder	setConfusionMatrix(ClassificationEvaluationMetrics.ConfusionMatrix.Builder builderForValue) Output only.
TextSentimentEvaluationMetrics.Builder	setConfusionMatrix(ClassificationEvaluationMetrics.ConfusionMatrix value) Output only.
TextSentimentEvaluationMetrics.Builder	setF1Score(float value) Output only.
TextSentimentEvaluationMetrics.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
TextSentimentEvaluationMetrics.Builder	setLinearKappa(float value) Output only.
TextSentimentEvaluationMetrics.Builder	setMeanAbsoluteError(float value) Output only.
TextSentimentEvaluationMetrics.Builder	setMeanSquaredError(float value) Output only.
TextSentimentEvaluationMetrics.Builder	setPrecision(float value) Output only.
TextSentimentEvaluationMetrics.Builder	setQuadraticKappa(float value) Output only.
TextSentimentEvaluationMetrics.Builder	setRecall(float value) Output only.
TextSentimentEvaluationMetrics.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
TextSentimentEvaluationMetrics.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

clear

public TextSentimentEvaluationMetrics.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

getDefaultInstanceForType

public TextSentimentEvaluationMetrics getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public TextSentimentEvaluationMetrics build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public TextSentimentEvaluationMetrics buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public TextSentimentEvaluationMetrics.Builder clone()

Specified by:

clone in interface com.google.protobuf.Message.Builder

Specified by:

clone in interface com.google.protobuf.MessageLite.Builder

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

setField

public TextSentimentEvaluationMetrics.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                       Object value)

Specified by:

setField in interface com.google.protobuf.Message.Builder

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

clearField

public TextSentimentEvaluationMetrics.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface com.google.protobuf.Message.Builder

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

clearOneof

public TextSentimentEvaluationMetrics.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface com.google.protobuf.Message.Builder

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

setRepeatedField

public TextSentimentEvaluationMetrics.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                               int index,
                                                               Object value)

Specified by:

setRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

addRepeatedField

public TextSentimentEvaluationMetrics.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                               Object value)

Specified by:

addRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

mergeFrom

public TextSentimentEvaluationMetrics.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<TextSentimentEvaluationMetrics.Builder>

mergeFrom

public TextSentimentEvaluationMetrics.Builder mergeFrom(TextSentimentEvaluationMetrics other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

mergeFrom

public TextSentimentEvaluationMetrics.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                                        com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                 throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<TextSentimentEvaluationMetrics.Builder>

Throws:

IOException

getPrecision

public float getPrecision()

 Output only. Precision.
 

float precision = 1;

Specified by:

getPrecision in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The precision.

setPrecision

public TextSentimentEvaluationMetrics.Builder setPrecision(float value)

 Output only. Precision.
 

float precision = 1;

Parameters:

value - The precision to set.

Returns:

This builder for chaining.

clearPrecision

public TextSentimentEvaluationMetrics.Builder clearPrecision()

 Output only. Precision.
 

float precision = 1;

Returns:

This builder for chaining.

getRecall

public float getRecall()

 Output only. Recall.
 

float recall = 2;

Specified by:

getRecall in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The recall.

setRecall

public TextSentimentEvaluationMetrics.Builder setRecall(float value)

 Output only. Recall.
 

float recall = 2;

Parameters:

value - The recall to set.

Returns:

This builder for chaining.

clearRecall

public TextSentimentEvaluationMetrics.Builder clearRecall()

 Output only. Recall.
 

float recall = 2;

Returns:

This builder for chaining.

getF1Score

public float getF1Score()

 Output only. The harmonic mean of recall and precision.
 

float f1_score = 3;

Specified by:

getF1Score in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The f1Score.

setF1Score

public TextSentimentEvaluationMetrics.Builder setF1Score(float value)

 Output only. The harmonic mean of recall and precision.
 

float f1_score = 3;

Parameters:

value - The f1Score to set.

Returns:

This builder for chaining.

clearF1Score

public TextSentimentEvaluationMetrics.Builder clearF1Score()

 Output only. The harmonic mean of recall and precision.
 

float f1_score = 3;

Returns:

This builder for chaining.

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;

Specified by:

getMeanAbsoluteError in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The meanAbsoluteError.

setMeanAbsoluteError

public TextSentimentEvaluationMetrics.Builder setMeanAbsoluteError(float value)

 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;

Parameters:

value - The meanAbsoluteError to set.

Returns:

This builder for chaining.

clearMeanAbsoluteError

public TextSentimentEvaluationMetrics.Builder clearMeanAbsoluteError()

 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:

This builder for chaining.

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;

Specified by:

getMeanSquaredError in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The meanSquaredError.

setMeanSquaredError

public TextSentimentEvaluationMetrics.Builder setMeanSquaredError(float value)

 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;

Parameters:

value - The meanSquaredError to set.

Returns:

This builder for chaining.

clearMeanSquaredError

public TextSentimentEvaluationMetrics.Builder clearMeanSquaredError()

 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:

This builder for chaining.

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;

Specified by:

getLinearKappa in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The linearKappa.

setLinearKappa

public TextSentimentEvaluationMetrics.Builder setLinearKappa(float value)

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

float linear_kappa = 6;

Parameters:

value - The linearKappa to set.

Returns:

This builder for chaining.

clearLinearKappa

public TextSentimentEvaluationMetrics.Builder clearLinearKappa()

 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:

This builder for chaining.

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;

Specified by:

getQuadraticKappa in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The quadraticKappa.

setQuadraticKappa

public TextSentimentEvaluationMetrics.Builder setQuadraticKappa(float value)

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

float quadratic_kappa = 7;

Parameters:

value - The quadraticKappa to set.

Returns:

This builder for chaining.

clearQuadraticKappa

public TextSentimentEvaluationMetrics.Builder clearQuadraticKappa()

 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:

This builder for chaining.

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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

Specified by:

hasConfusionMatrix in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

Whether the confusionMatrix field is set.

getConfusionMatrix

public 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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

Specified by:

getConfusionMatrix in interface TextSentimentEvaluationMetricsOrBuilder

Returns:

The confusionMatrix.

setConfusionMatrix

public TextSentimentEvaluationMetrics.Builder setConfusionMatrix(ClassificationEvaluationMetrics.ConfusionMatrix value)

 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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

setConfusionMatrix

public TextSentimentEvaluationMetrics.Builder setConfusionMatrix(ClassificationEvaluationMetrics.ConfusionMatrix.Builder builderForValue)

 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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

mergeConfusionMatrix

public TextSentimentEvaluationMetrics.Builder mergeConfusionMatrix(ClassificationEvaluationMetrics.ConfusionMatrix value)

 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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

clearConfusionMatrix

public TextSentimentEvaluationMetrics.Builder clearConfusionMatrix()

 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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

getConfusionMatrixBuilder

public ClassificationEvaluationMetrics.ConfusionMatrix.Builder getConfusionMatrixBuilder()

 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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

getConfusionMatrixOrBuilder

public 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.v1.ClassificationEvaluationMetrics.ConfusionMatrix confusion_matrix = 8;

Specified by:

getConfusionMatrixOrBuilder in interface TextSentimentEvaluationMetricsOrBuilder

setUnknownFields

public final TextSentimentEvaluationMetrics.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>

mergeUnknownFields

public final TextSentimentEvaluationMetrics.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<TextSentimentEvaluationMetrics.Builder>