Class ClassificationMetrics.Builder (0.140.0)

public static final class ClassificationMetrics.Builder extends GeneratedMessageV3.Builder<ClassificationMetrics.Builder> implements ClassificationMetricsOrBuilder

Metrics calculated for a classification model.

Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ClassificationMetrics.Builder

Implements

ClassificationMetricsOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public ClassificationMetrics.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public ClassificationMetrics build()

Returns
Type	Description
`ClassificationMetrics`

buildPartial()

public ClassificationMetrics buildPartial()

Returns
Type	Description
`ClassificationMetrics`

clear()

public ClassificationMetrics.Builder clear()

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearConfusionMatrix()

public ClassificationMetrics.Builder clearConfusionMatrix()

Confusion matrix of predicted labels vs. ground truth labels.

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

Returns
Type	Description
`ClassificationMetrics.Builder`

clearField(Descriptors.FieldDescriptor field)

public ClassificationMetrics.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
`field`	`FieldDescriptor`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearOneof(Descriptors.OneofDescriptor oneof)

public ClassificationMetrics.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
`oneof`	`OneofDescriptor`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

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;

Returns
Type	Description
`ClassificationMetrics.Builder`

clone()

public ClassificationMetrics.Builder clone()

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getConfusionMatrix()

public ConfusionMatrix getConfusionMatrix()

Confusion matrix of predicted labels vs. ground truth labels.

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

Returns
Type	Description
`ConfusionMatrix`	The confusionMatrix.

getConfusionMatrixBuilder()

public ConfusionMatrix.Builder getConfusionMatrixBuilder()

Confusion matrix of predicted labels vs. ground truth labels.

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

Returns
Type	Description
`ConfusionMatrix.Builder`

getConfusionMatrixOrBuilder()

public ConfusionMatrixOrBuilder getConfusionMatrixOrBuilder()

Confusion matrix of predicted labels vs. ground truth labels.

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

Returns
Type	Description
`ConfusionMatrixOrBuilder`

getDefaultInstanceForType()

public ClassificationMetrics getDefaultInstanceForType()

Returns
Type	Description
`ClassificationMetrics`

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
`Descriptor`

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

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;

Returns
Type	Description
`PrCurve`	The prCurve.

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;

Returns
Type	Description
`PrCurve.Builder`

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;

Returns
Type	Description
`PrCurveOrBuilder`

hasConfusionMatrix()

public boolean hasConfusionMatrix()

Confusion matrix of predicted labels vs. ground truth labels.

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

Returns
Type	Description
`boolean`	Whether the confusionMatrix field is set.

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;

Returns
Type	Description
`boolean`	Whether the prCurve field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeConfusionMatrix(ConfusionMatrix value)

public ClassificationMetrics.Builder mergeConfusionMatrix(ConfusionMatrix value)

Confusion matrix of predicted labels vs. ground truth labels.

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

Parameter
Name	Description
`value`	`ConfusionMatrix`

Returns
Type	Description
`ClassificationMetrics.Builder`

mergeFrom(ClassificationMetrics other)

public ClassificationMetrics.Builder mergeFrom(ClassificationMetrics other)

Parameter
Name	Description
`other`	`ClassificationMetrics`

Returns
Type	Description
`ClassificationMetrics.Builder`

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public ClassificationMetrics.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
`IOException`

mergeFrom(Message other)

public ClassificationMetrics.Builder mergeFrom(Message other)

Parameter
Name	Description
`other`	`Message`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergePrCurve(PrCurve value)

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;

Parameter
Name	Description
`value`	`PrCurve`

Returns
Type	Description
`ClassificationMetrics.Builder`

mergeUnknownFields(UnknownFieldSet unknownFields)

public final ClassificationMetrics.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

setConfusionMatrix(ConfusionMatrix value)

public ClassificationMetrics.Builder setConfusionMatrix(ConfusionMatrix value)

Confusion matrix of predicted labels vs. ground truth labels.

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

Parameter
Name	Description
`value`	`ConfusionMatrix`

Returns
Type	Description
`ClassificationMetrics.Builder`

setConfusionMatrix(ConfusionMatrix.Builder builderForValue)

public ClassificationMetrics.Builder setConfusionMatrix(ConfusionMatrix.Builder builderForValue)

Confusion matrix of predicted labels vs. ground truth labels.

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

Parameter
Name	Description
`builderForValue`	`ConfusionMatrix.Builder`

Returns
Type	Description
`ClassificationMetrics.Builder`

setField(Descriptors.FieldDescriptor field, Object value)

public ClassificationMetrics.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`value`	`Object`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setPrCurve(PrCurve value)

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;

Parameter
Name	Description
`value`	`PrCurve`

Returns
Type	Description
`ClassificationMetrics.Builder`

setPrCurve(PrCurve.Builder builderForValue)

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;

Parameter
Name	Description
`builderForValue`	`PrCurve.Builder`

Returns
Type	Description
`ClassificationMetrics.Builder`

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public ClassificationMetrics.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
`field`	`FieldDescriptor`
`index`	`int`
`value`	`Object`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setUnknownFields(UnknownFieldSet unknownFields)

public final ClassificationMetrics.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
`unknownFields`	`UnknownFieldSet`

Returns
Type	Description
`ClassificationMetrics.Builder`

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)