Class PrCurve.ConfidenceMetricsEntry (0.163.0)

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public static final class PrCurve.ConfidenceMetricsEntry extends GeneratedMessageV3 implements PrCurve.ConfidenceMetricsEntryOrBuilder

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

Inheritance

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

Implements

PrCurve.ConfidenceMetricsEntryOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

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

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

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

CONFIDENCE_THRESHOLD_FIELD_NUMBER

public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER

Field Value
Type	Description
int

F1_SCORE_AT1_FIELD_NUMBER

public static final int F1_SCORE_AT1_FIELD_NUMBER

Field Value
Type	Description
int

F1_SCORE_AT5_FIELD_NUMBER

public static final int F1_SCORE_AT5_FIELD_NUMBER

Field Value
Type	Description
int

F1_SCORE_FIELD_NUMBER

public static final int F1_SCORE_FIELD_NUMBER

Field Value
Type	Description
int

PRECISION_AT1_FIELD_NUMBER

public static final int PRECISION_AT1_FIELD_NUMBER

Field Value
Type	Description
int

PRECISION_AT5_FIELD_NUMBER

public static final int PRECISION_AT5_FIELD_NUMBER

Field Value
Type	Description
int

PRECISION_FIELD_NUMBER

public static final int PRECISION_FIELD_NUMBER

Field Value
Type	Description
int

RECALL_AT1_FIELD_NUMBER

public static final int RECALL_AT1_FIELD_NUMBER

Field Value
Type	Description
int

RECALL_AT5_FIELD_NUMBER

public static final int RECALL_AT5_FIELD_NUMBER

Field Value
Type	Description
int

RECALL_FIELD_NUMBER

public static final int RECALL_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static PrCurve.ConfidenceMetricsEntry getDefaultInstance()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static PrCurve.ConfidenceMetricsEntry.Builder newBuilder()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

newBuilder(PrCurve.ConfidenceMetricsEntry prototype)

public static PrCurve.ConfidenceMetricsEntry.Builder newBuilder(PrCurve.ConfidenceMetricsEntry prototype)

Parameter
Name	Description
prototype	PrCurve.ConfidenceMetricsEntry

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

parseDelimitedFrom(InputStream input)

public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static PrCurve.ConfidenceMetricsEntry parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<PrCurve.ConfidenceMetricsEntry> parser()

Returns
Type	Description
Parser<ConfidenceMetricsEntry>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

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

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.

getParserForType()

public Parser<PrCurve.ConfidenceMetricsEntry> getParserForType()

Returns
Type	Description
Parser<ConfidenceMetricsEntry>

Overrides

GeneratedMessageV3.getParserForType()

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.

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public PrCurve.ConfidenceMetricsEntry.Builder toBuilder()

Returns
Type	Description
PrCurve.ConfidenceMetricsEntry.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException