Package com.google.cloud.datalabeling.v1beta1

Class ClassificationMetrics.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessage.Builder<ClassificationMetrics.Builder>

com.google.cloud.datalabeling.v1beta1.ClassificationMetrics.Builder

All Implemented Interfaces:

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

Enclosing class:

ClassificationMetrics

public static final class ClassificationMetrics.Builder
extends com.google.protobuf.GeneratedMessage.Builder<ClassificationMetrics.Builder>
implements ClassificationMetricsOrBuilder

 Metrics calculated for a classification model.
 

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics

Method Summary

Modifier and Type	Method	Description
ClassificationMetrics	build()
ClassificationMetrics	buildPartial()
ClassificationMetrics.Builder	clear()
ClassificationMetrics.Builder	clearConfusionMatrix()	Confusion matrix of predicted labels vs. ground truth labels.
ClassificationMetrics.Builder	clearPrCurve()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
ConfusionMatrix	getConfusionMatrix()	Confusion matrix of predicted labels vs. ground truth labels.
ConfusionMatrix.Builder	getConfusionMatrixBuilder()	Confusion matrix of predicted labels vs. ground truth labels.
ConfusionMatrixOrBuilder	getConfusionMatrixOrBuilder()	Confusion matrix of predicted labels vs. ground truth labels.
ClassificationMetrics	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
PrCurve	getPrCurve()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
PrCurve.Builder	getPrCurveBuilder()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
PrCurveOrBuilder	getPrCurveOrBuilder()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
boolean	hasConfusionMatrix()	Confusion matrix of predicted labels vs. ground truth labels.
boolean	hasPrCurve()	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
ClassificationMetrics.Builder	mergeConfusionMatrix(ConfusionMatrix value)	Confusion matrix of predicted labels vs. ground truth labels.
ClassificationMetrics.Builder	mergeFrom(ClassificationMetrics other)
ClassificationMetrics.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ClassificationMetrics.Builder	mergeFrom(com.google.protobuf.Message other)
ClassificationMetrics.Builder	mergePrCurve(PrCurve value)	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
ClassificationMetrics.Builder	setConfusionMatrix(ConfusionMatrix value)	Confusion matrix of predicted labels vs. ground truth labels.
ClassificationMetrics.Builder	setConfusionMatrix(ConfusionMatrix.Builder builderForValue)	Confusion matrix of predicted labels vs. ground truth labels.
ClassificationMetrics.Builder	setPrCurve(PrCurve value)	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
ClassificationMetrics.Builder	setPrCurve(PrCurve.Builder builderForValue)	Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.

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

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, 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, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

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

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

mergeDelimitedFrom, mergeDelimitedFrom

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

mergeFrom

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Method Details

getDescriptor

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

internalGetFieldAccessorTable

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

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<ClassificationMetrics.Builder>

clear

public ClassificationMetrics.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.GeneratedMessage.Builder<ClassificationMetrics.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.GeneratedMessage.Builder<ClassificationMetrics.Builder>

getDefaultInstanceForType

public ClassificationMetrics getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ClassificationMetrics build()

Specified by:

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

Specified by:

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

buildPartial

public ClassificationMetrics buildPartial()

Specified by:

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

Specified by:

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

mergeFrom

public ClassificationMetrics.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<ClassificationMetrics.Builder>

mergeFrom

public ClassificationMetrics.Builder mergeFrom(ClassificationMetrics other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ClassificationMetrics.Builder>

mergeFrom

public ClassificationMetrics.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<ClassificationMetrics.Builder>

Throws:

IOException

hasPrCurve

public boolean hasPrCurve()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

Specified by:

hasPrCurve in interface ClassificationMetricsOrBuilder

Returns:

Whether the prCurve field is set.

getPrCurve

public PrCurve getPrCurve()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

Specified by:

getPrCurve in interface ClassificationMetricsOrBuilder

Returns:

The prCurve.

setPrCurve

public ClassificationMetrics.Builder setPrCurve(PrCurve value)

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

setPrCurve

public ClassificationMetrics.Builder setPrCurve(PrCurve.Builder builderForValue)

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

mergePrCurve

public ClassificationMetrics.Builder mergePrCurve(PrCurve value)

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

clearPrCurve

public ClassificationMetrics.Builder clearPrCurve()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

getPrCurveBuilder

public PrCurve.Builder getPrCurveBuilder()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

getPrCurveOrBuilder

public PrCurveOrBuilder getPrCurveOrBuilder()

 Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
 

.google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;

Specified by:

getPrCurveOrBuilder in interface ClassificationMetricsOrBuilder

hasConfusionMatrix

public boolean hasConfusionMatrix()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

Specified by:

hasConfusionMatrix in interface ClassificationMetricsOrBuilder

Returns:

Whether the confusionMatrix field is set.

getConfusionMatrix

public ConfusionMatrix getConfusionMatrix()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

Specified by:

getConfusionMatrix in interface ClassificationMetricsOrBuilder

Returns:

The confusionMatrix.

setConfusionMatrix

public ClassificationMetrics.Builder setConfusionMatrix(ConfusionMatrix value)

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

setConfusionMatrix

public ClassificationMetrics.Builder setConfusionMatrix(ConfusionMatrix.Builder builderForValue)

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

mergeConfusionMatrix

public ClassificationMetrics.Builder mergeConfusionMatrix(ConfusionMatrix value)

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

clearConfusionMatrix

public ClassificationMetrics.Builder clearConfusionMatrix()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

getConfusionMatrixBuilder

public ConfusionMatrix.Builder getConfusionMatrixBuilder()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

getConfusionMatrixOrBuilder

public ConfusionMatrixOrBuilder getConfusionMatrixOrBuilder()

 Confusion matrix of predicted labels vs. ground truth labels.
 

.google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;

Specified by:

getConfusionMatrixOrBuilder in interface ClassificationMetricsOrBuilder