com.google.cloud.datalabeling.v1beta1

Class PrCurve.ConfidenceMetricsEntry.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

com.google.protobuf.GeneratedMessageV3.Builder<PrCurve.ConfidenceMetricsEntry.Builder>

com.google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.Builder

All Implemented Interfaces:

PrCurve.ConfidenceMetricsEntryOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

PrCurve.ConfidenceMetricsEntry

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

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

Method Summary

Modifier and Type	Method and Description
PrCurve.ConfidenceMetricsEntry.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
PrCurve.ConfidenceMetricsEntry	build()
PrCurve.ConfidenceMetricsEntry	buildPartial()
PrCurve.ConfidenceMetricsEntry.Builder	clear()
PrCurve.ConfidenceMetricsEntry.Builder	clearConfidenceThreshold() Threshold used for this entry, for example, IoU threshold for bounding box problem, or detection threshold for classification.
PrCurve.ConfidenceMetricsEntry.Builder	clearF1Score() Harmonic mean of recall and precision.
PrCurve.ConfidenceMetricsEntry.Builder	clearF1ScoreAt1() The harmonic mean of [recall_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at1] and [precision_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at1].
PrCurve.ConfidenceMetricsEntry.Builder	clearF1ScoreAt5() The harmonic mean of [recall_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at5] and [precision_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at5].
PrCurve.ConfidenceMetricsEntry.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
PrCurve.ConfidenceMetricsEntry.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
PrCurve.ConfidenceMetricsEntry.Builder	clearPrecision() Precision value.
PrCurve.ConfidenceMetricsEntry.Builder	clearPrecisionAt1() Precision value for entries with label that has highest score.
PrCurve.ConfidenceMetricsEntry.Builder	clearPrecisionAt5() Precision value for entries with label that has highest 5 scores.
PrCurve.ConfidenceMetricsEntry.Builder	clearRecall() Recall value.
PrCurve.ConfidenceMetricsEntry.Builder	clearRecallAt1() Recall value for entries with label that has highest score.
PrCurve.ConfidenceMetricsEntry.Builder	clearRecallAt5() Recall value for entries with label that has highest 5 scores.
PrCurve.ConfidenceMetricsEntry.Builder	clone()
float	getConfidenceThreshold() Threshold used for this entry, for example, IoU threshold for bounding box problem, or detection threshold for classification.
PrCurve.ConfidenceMetricsEntry	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
float	getF1Score() Harmonic mean of recall and precision.
float	getF1ScoreAt1() The harmonic mean of [recall_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at1] and [precision_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at1].
float	getF1ScoreAt5() The harmonic mean of [recall_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at5] and [precision_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at5].
float	getPrecision() Precision value.
float	getPrecisionAt1() Precision value for entries with label that has highest score.
float	getPrecisionAt5() Precision value for entries with label that has highest 5 scores.
float	getRecall() Recall value.
float	getRecallAt1() Recall value for entries with label that has highest score.
float	getRecallAt5() Recall value for entries with label that has highest 5 scores.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
PrCurve.ConfidenceMetricsEntry.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
PrCurve.ConfidenceMetricsEntry.Builder	mergeFrom(com.google.protobuf.Message other)
PrCurve.ConfidenceMetricsEntry.Builder	mergeFrom(PrCurve.ConfidenceMetricsEntry other)
PrCurve.ConfidenceMetricsEntry.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
PrCurve.ConfidenceMetricsEntry.Builder	setConfidenceThreshold(float value) Threshold used for this entry, for example, IoU threshold for bounding box problem, or detection threshold for classification.
PrCurve.ConfidenceMetricsEntry.Builder	setF1Score(float value) Harmonic mean of recall and precision.
PrCurve.ConfidenceMetricsEntry.Builder	setF1ScoreAt1(float value) The harmonic mean of [recall_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at1] and [precision_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at1].
PrCurve.ConfidenceMetricsEntry.Builder	setF1ScoreAt5(float value) The harmonic mean of [recall_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at5] and [precision_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at5].
PrCurve.ConfidenceMetricsEntry.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
PrCurve.ConfidenceMetricsEntry.Builder	setPrecision(float value) Precision value.
PrCurve.ConfidenceMetricsEntry.Builder	setPrecisionAt1(float value) Precision value for entries with label that has highest score.
PrCurve.ConfidenceMetricsEntry.Builder	setPrecisionAt5(float value) Precision value for entries with label that has highest 5 scores.
PrCurve.ConfidenceMetricsEntry.Builder	setRecall(float value) Recall value.
PrCurve.ConfidenceMetricsEntry.Builder	setRecallAt1(float value) Recall value for entries with label that has highest score.
PrCurve.ConfidenceMetricsEntry.Builder	setRecallAt5(float value) Recall value for entries with label that has highest 5 scores.
PrCurve.ConfidenceMetricsEntry.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
PrCurve.ConfidenceMetricsEntry.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, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, newBuilderForField, onBuilt, onChanged, setUnknownFieldsProto3

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

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

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

addAll, addAll, 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.MessageOrBuilder

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

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

mergeFrom

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<PrCurve.ConfidenceMetricsEntry.Builder>

clear

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

getDefaultInstanceForType

public PrCurve.ConfidenceMetricsEntry getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public PrCurve.ConfidenceMetricsEntry build()

Specified by:

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

Specified by:

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

buildPartial

public PrCurve.ConfidenceMetricsEntry buildPartial()

Specified by:

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

Specified by:

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

clone

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

setField

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

clearField

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

clearOneof

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

setRepeatedField

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

addRepeatedField

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

mergeFrom

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

mergeFrom

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<PrCurve.ConfidenceMetricsEntry.Builder>

mergeFrom

public PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

Throws:

IOException

getConfidenceThreshold

public float getConfidenceThreshold()

 Threshold used for this entry, for example, IoU threshold for bounding
 box problem, or detection threshold for classification.
 

float confidence_threshold = 1;

Specified by:

getConfidenceThreshold in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setConfidenceThreshold

public PrCurve.ConfidenceMetricsEntry.Builder setConfidenceThreshold(float value)

 Threshold used for this entry, for example, IoU threshold for bounding
 box problem, or detection threshold for classification.
 

float confidence_threshold = 1;

clearConfidenceThreshold

public PrCurve.ConfidenceMetricsEntry.Builder clearConfidenceThreshold()

 Threshold used for this entry, for example, IoU threshold for bounding
 box problem, or detection threshold for classification.
 

float confidence_threshold = 1;

getRecall

public float getRecall()

 Recall value.
 

float recall = 2;

Specified by:

getRecall in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setRecall

public PrCurve.ConfidenceMetricsEntry.Builder setRecall(float value)

 Recall value.
 

float recall = 2;

clearRecall

public PrCurve.ConfidenceMetricsEntry.Builder clearRecall()

 Recall value.
 

float recall = 2;

getPrecision

public float getPrecision()

 Precision value.
 

float precision = 3;

Specified by:

getPrecision in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setPrecision

public PrCurve.ConfidenceMetricsEntry.Builder setPrecision(float value)

 Precision value.
 

float precision = 3;

clearPrecision

public PrCurve.ConfidenceMetricsEntry.Builder clearPrecision()

 Precision value.
 

float precision = 3;

getF1Score

public float getF1Score()

 Harmonic mean of recall and precision.
 

float f1_score = 4;

Specified by:

getF1Score in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setF1Score

public PrCurve.ConfidenceMetricsEntry.Builder setF1Score(float value)

 Harmonic mean of recall and precision.
 

float f1_score = 4;

clearF1Score

public PrCurve.ConfidenceMetricsEntry.Builder clearF1Score()

 Harmonic mean of recall and precision.
 

float f1_score = 4;

getRecallAt1

public float getRecallAt1()

 Recall value for entries with label that has highest score.
 

float recall_at1 = 5;

Specified by:

getRecallAt1 in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setRecallAt1

public PrCurve.ConfidenceMetricsEntry.Builder setRecallAt1(float value)

 Recall value for entries with label that has highest score.
 

float recall_at1 = 5;

clearRecallAt1

public PrCurve.ConfidenceMetricsEntry.Builder clearRecallAt1()

 Recall value for entries with label that has highest score.
 

float recall_at1 = 5;

getPrecisionAt1

public float getPrecisionAt1()

 Precision value for entries with label that has highest score.
 

float precision_at1 = 6;

Specified by:

getPrecisionAt1 in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setPrecisionAt1

public PrCurve.ConfidenceMetricsEntry.Builder setPrecisionAt1(float value)

 Precision value for entries with label that has highest score.
 

float precision_at1 = 6;

clearPrecisionAt1

public PrCurve.ConfidenceMetricsEntry.Builder clearPrecisionAt1()

 Precision value for entries with label that has highest score.
 

float precision_at1 = 6;

getF1ScoreAt1

public float getF1ScoreAt1()

 The harmonic mean of
 [recall_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at1]
 and
 [precision_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at1].
 

float f1_score_at1 = 7;

Specified by:

getF1ScoreAt1 in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setF1ScoreAt1

public PrCurve.ConfidenceMetricsEntry.Builder setF1ScoreAt1(float value)

 The harmonic mean of
 [recall_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at1]
 and
 [precision_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at1].
 

float f1_score_at1 = 7;

clearF1ScoreAt1

public PrCurve.ConfidenceMetricsEntry.Builder clearF1ScoreAt1()

 The harmonic mean of
 [recall_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at1]
 and
 [precision_at1][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at1].
 

float f1_score_at1 = 7;

getRecallAt5

public float getRecallAt5()

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

float recall_at5 = 8;

Specified by:

getRecallAt5 in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setRecallAt5

public PrCurve.ConfidenceMetricsEntry.Builder setRecallAt5(float value)

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

float recall_at5 = 8;

clearRecallAt5

public PrCurve.ConfidenceMetricsEntry.Builder clearRecallAt5()

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

float recall_at5 = 8;

getPrecisionAt5

public float getPrecisionAt5()

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

float precision_at5 = 9;

Specified by:

getPrecisionAt5 in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setPrecisionAt5

public PrCurve.ConfidenceMetricsEntry.Builder setPrecisionAt5(float value)

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

float precision_at5 = 9;

clearPrecisionAt5

public PrCurve.ConfidenceMetricsEntry.Builder clearPrecisionAt5()

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

float precision_at5 = 9;

getF1ScoreAt5

public float getF1ScoreAt5()

 The harmonic mean of
 [recall_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at5]
 and
 [precision_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at5].
 

float f1_score_at5 = 10;

Specified by:

getF1ScoreAt5 in interface PrCurve.ConfidenceMetricsEntryOrBuilder

setF1ScoreAt5

public PrCurve.ConfidenceMetricsEntry.Builder setF1ScoreAt5(float value)

 The harmonic mean of
 [recall_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at5]
 and
 [precision_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at5].
 

float f1_score_at5 = 10;

clearF1ScoreAt5

public PrCurve.ConfidenceMetricsEntry.Builder clearF1ScoreAt5()

 The harmonic mean of
 [recall_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.recall_at5]
 and
 [precision_at5][google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry.precision_at5].
 

float f1_score_at5 = 10;

setUnknownFields

public final PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>

mergeUnknownFields

public final PrCurve.ConfidenceMetricsEntry.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<PrCurve.ConfidenceMetricsEntry.Builder>