Class PrCurve.ConfidenceMetricsEntry.Builder (0.142.0)

Version 0.142.0

• 0.173.0 (latest)
• 0.172.0
• 0.171.0
• 0.169.0
• 0.168.0
• 0.167.0
• 0.166.0
• 0.165.0
• 0.164.0
• 0.163.0
• 0.162.0
• 0.161.0
• 0.160.0
• 0.159.0
• 0.157.0
• 0.156.0
• 0.155.0
• 0.154.0
• 0.153.0
• 0.152.0
• 0.151.0
• 0.150.0
• 0.149.0
• 0.148.0
• 0.147.0
• 0.144.0
• 0.143.0
• 0.142.0
• 0.141.0
• 0.140.0
• 0.139.0
• 0.138.0
• 0.137.0
• 0.136.0
• 0.135.0
• 0.134.0
• 0.133.0
• 0.132.0
• 0.131.0
• 0.129.0
• 0.128.0
• 0.127.0
• 0.126.0
• 0.125.0
• 0.124.0
• 0.123.7
• 0.122.11

public static final class PrCurve.ConfidenceMetricsEntry.Builder extends GeneratedMessageV3.Builder<PrCurve.ConfidenceMetricsEntry.Builder> implements PrCurve.ConfidenceMetricsEntryOrBuilder

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > PrCurve.ConfidenceMetricsEntry.Builder

Implements

PrCurve.ConfidenceMetricsEntryOrBuilder

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 PrCurve.ConfidenceMetricsEntry.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

build()

public PrCurve.ConfidenceMetricsEntry build()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

buildPartial()

public PrCurve.ConfidenceMetricsEntry buildPartial()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

clear()

public PrCurve.ConfidenceMetricsEntry.Builder clear()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearConfidenceThreshold()

public PrCurve.ConfidenceMetricsEntry.Builder clearConfidenceThreshold()

Threshold used for this entry.

For classification tasks, this is a classification threshold: a predicted label is categorized as positive or negative (in the context of this point on the PR curve) based on whether the label's score meets this threshold.

For image object detection (bounding box) tasks, this is the intersection-over-union

(IOU) threshold for the context of this point on the PR curve.

float confidence_threshold = 1;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearF1Score()

public PrCurve.ConfidenceMetricsEntry.Builder clearF1Score()

Harmonic mean of recall and precision.

float f1_score = 4;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearF1ScoreAt1()

public PrCurve.ConfidenceMetricsEntry.Builder clearF1ScoreAt1()

The harmonic mean of recall_at1 and precision_at1.

float f1_score_at1 = 7;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearF1ScoreAt5()

public PrCurve.ConfidenceMetricsEntry.Builder clearF1ScoreAt5()

The harmonic mean of recall_at5 and precision_at5.

float f1_score_at5 = 10;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public PrCurve.ConfidenceMetricsEntry.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
field	FieldDescriptor

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

clearOneof(Descriptors.OneofDescriptor oneof)

public PrCurve.ConfidenceMetricsEntry.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
oneof	OneofDescriptor

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

clearPrecision()

public PrCurve.ConfidenceMetricsEntry.Builder clearPrecision()

Precision value.

float precision = 3;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearPrecisionAt1()

public PrCurve.ConfidenceMetricsEntry.Builder clearPrecisionAt1()

Precision value for entries with label that has highest score.

float precision_at1 = 6;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearPrecisionAt5()

public PrCurve.ConfidenceMetricsEntry.Builder clearPrecisionAt5()

Precision value for entries with label that has highest 5 scores.

float precision_at5 = 9;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearRecall()

public PrCurve.ConfidenceMetricsEntry.Builder clearRecall()

Recall value.

float recall = 2;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearRecallAt1()

public PrCurve.ConfidenceMetricsEntry.Builder clearRecallAt1()

Recall value for entries with label that has highest score.

float recall_at1 = 5;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clearRecallAt5()

public PrCurve.ConfidenceMetricsEntry.Builder clearRecallAt5()

Recall value for entries with label that has highest 5 scores.

float recall_at5 = 8;

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

clone()

public PrCurve.ConfidenceMetricsEntry.Builder clone()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getConfidenceThreshold()

public float getConfidenceThreshold()

Threshold used for this entry.

For classification tasks, this is a classification threshold: a predicted label is categorized as positive or negative (in the context of this point on the PR curve) based on whether the label's score meets this threshold.

For image object detection (bounding box) tasks, this is the intersection-over-union

(IOU) threshold for the context of this point on the PR curve.

float confidence_threshold = 1;

Returns
Type	Description
float	The confidenceThreshold.

getDefaultInstanceForType()

public PrCurve.ConfidenceMetricsEntry getDefaultInstanceForType()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getF1Score()

public float getF1Score()

Harmonic mean of recall and precision.

float f1_score = 4;

Returns
Type	Description
float	The f1Score.

getF1ScoreAt1()

public float getF1ScoreAt1()

The harmonic mean of recall_at1 and precision_at1.

float f1_score_at1 = 7;

Returns
Type	Description
float	The f1ScoreAt1.

getF1ScoreAt5()

public float getF1ScoreAt5()

The harmonic mean of recall_at5 and precision_at5.

float f1_score_at5 = 10;

Returns
Type	Description
float	The f1ScoreAt5.

getPrecision()

public float getPrecision()

Precision value.

float precision = 3;

Returns
Type	Description
float	The precision.

getPrecisionAt1()

public float getPrecisionAt1()

Precision value for entries with label that has highest score.

float precision_at1 = 6;

Returns
Type	Description
float	The precisionAt1.

getPrecisionAt5()

public float getPrecisionAt5()

Precision value for entries with label that has highest 5 scores.

float precision_at5 = 9;

Returns
Type	Description
float	The precisionAt5.

getRecall()

public float getRecall()

Recall value.

float recall = 2;

Returns
Type	Description
float	The recall.

getRecallAt1()

public float getRecallAt1()

Recall value for entries with label that has highest score.

float recall_at1 = 5;

Returns
Type	Description
float	The recallAt1.

getRecallAt5()

public float getRecallAt5()

Recall value for entries with label that has highest 5 scores.

float recall_at5 = 8;

Returns
Type	Description
float	The recallAt5.

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()

mergeFrom(PrCurve.ConfidenceMetricsEntry other)

public PrCurve.ConfidenceMetricsEntry.Builder mergeFrom(PrCurve.ConfidenceMetricsEntry other)

Parameter
Name	Description
other	PrCurve.ConfidenceMetricsEntry

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public PrCurve.ConfidenceMetricsEntry.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

Exceptions
Type	Description
IOException

mergeFrom(Message other)

public PrCurve.ConfidenceMetricsEntry.Builder mergeFrom(Message other)

Parameter
Name	Description
other	Message

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

mergeUnknownFields(UnknownFieldSet unknownFields)

public final PrCurve.ConfidenceMetricsEntry.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

setConfidenceThreshold(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setConfidenceThreshold(float value)

Threshold used for this entry.

For classification tasks, this is a classification threshold: a predicted label is categorized as positive or negative (in the context of this point on the PR curve) based on whether the label's score meets this threshold.

For image object detection (bounding box) tasks, this is the intersection-over-union

(IOU) threshold for the context of this point on the PR curve.

float confidence_threshold = 1;

Parameter
Name	Description
value	float The confidenceThreshold to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setF1Score(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setF1Score(float value)

Harmonic mean of recall and precision.

float f1_score = 4;

Parameter
Name	Description
value	float The f1Score to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setF1ScoreAt1(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setF1ScoreAt1(float value)

The harmonic mean of recall_at1 and precision_at1.

float f1_score_at1 = 7;

Parameter
Name	Description
value	float The f1ScoreAt1 to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setF1ScoreAt5(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setF1ScoreAt5(float value)

The harmonic mean of recall_at5 and precision_at5.

float f1_score_at5 = 10;

Parameter
Name	Description
value	float The f1ScoreAt5 to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

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

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

setPrecision(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setPrecision(float value)

Precision value.

float precision = 3;

Parameter
Name	Description
value	float The precision to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setPrecisionAt1(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setPrecisionAt1(float value)

Precision value for entries with label that has highest score.

float precision_at1 = 6;

Parameter
Name	Description
value	float The precisionAt1 to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setPrecisionAt5(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setPrecisionAt5(float value)

Precision value for entries with label that has highest 5 scores.

float precision_at5 = 9;

Parameter
Name	Description
value	float The precisionAt5 to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setRecall(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setRecall(float value)

Recall value.

float recall = 2;

Parameter
Name	Description
value	float The recall to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setRecallAt1(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setRecallAt1(float value)

Recall value for entries with label that has highest score.

float recall_at1 = 5;

Parameter
Name	Description
value	float The recallAt1 to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

setRecallAt5(float value)

public PrCurve.ConfidenceMetricsEntry.Builder setRecallAt5(float value)

Recall value for entries with label that has highest 5 scores.

float recall_at5 = 8;

Parameter
Name	Description
value	float The recallAt5 to set.

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder	This builder for chaining.

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

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

Parameters
Name	Description
field	FieldDescriptor
index	int
value	Object

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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

setUnknownFields(UnknownFieldSet unknownFields)

public final PrCurve.ConfidenceMetricsEntry.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

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