Package com.google.cloud.datalabeling.v1beta1

Class PrCurve.ConfidenceMetricsEntry

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

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

All Implemented Interfaces:

PrCurve.ConfidenceMetricsEntryOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

PrCurve

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

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	PrCurve.ConfidenceMetricsEntry.Builder	Protobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static int	CONFIDENCE_THRESHOLD_FIELD_NUMBER
static int	F1_SCORE_AT1_FIELD_NUMBER
static int	F1_SCORE_AT5_FIELD_NUMBER
static int	F1_SCORE_FIELD_NUMBER
static int	PRECISION_AT1_FIELD_NUMBER
static int	PRECISION_AT5_FIELD_NUMBER
static int	PRECISION_FIELD_NUMBER
static int	RECALL_AT1_FIELD_NUMBER
static int	RECALL_AT5_FIELD_NUMBER
static int	RECALL_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
float	getConfidenceThreshold()	Threshold used for this entry.
static PrCurve.ConfidenceMetricsEntry	getDefaultInstance()
PrCurve.ConfidenceMetricsEntry	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
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].
com.google.protobuf.Parser<PrCurve.ConfidenceMetricsEntry>	getParserForType()
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.
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static PrCurve.ConfidenceMetricsEntry.Builder	newBuilder()
static PrCurve.ConfidenceMetricsEntry.Builder	newBuilder(PrCurve.ConfidenceMetricsEntry prototype)
PrCurve.ConfidenceMetricsEntry.Builder	newBuilderForType()
protected PrCurve.ConfidenceMetricsEntry.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static PrCurve.ConfidenceMetricsEntry	parseDelimitedFrom(InputStream input)
static PrCurve.ConfidenceMetricsEntry	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PrCurve.ConfidenceMetricsEntry	parseFrom(byte[] data)
static PrCurve.ConfidenceMetricsEntry	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PrCurve.ConfidenceMetricsEntry	parseFrom(com.google.protobuf.ByteString data)
static PrCurve.ConfidenceMetricsEntry	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PrCurve.ConfidenceMetricsEntry	parseFrom(com.google.protobuf.CodedInputStream input)
static PrCurve.ConfidenceMetricsEntry	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PrCurve.ConfidenceMetricsEntry	parseFrom(InputStream input)
static PrCurve.ConfidenceMetricsEntry	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static PrCurve.ConfidenceMetricsEntry	parseFrom(ByteBuffer data)
static PrCurve.ConfidenceMetricsEntry	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<PrCurve.ConfidenceMetricsEntry>	parser()
PrCurve.ConfidenceMetricsEntry.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Field Detail

CONFIDENCE_THRESHOLD_FIELD_NUMBER

public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER

See Also:

Constant Field Values

RECALL_FIELD_NUMBER

public static final int RECALL_FIELD_NUMBER

See Also:

Constant Field Values

PRECISION_FIELD_NUMBER

public static final int PRECISION_FIELD_NUMBER

See Also:

Constant Field Values

F1_SCORE_FIELD_NUMBER

public static final int F1_SCORE_FIELD_NUMBER

See Also:

Constant Field Values

RECALL_AT1_FIELD_NUMBER

public static final int RECALL_AT1_FIELD_NUMBER

See Also:

Constant Field Values

PRECISION_AT1_FIELD_NUMBER

public static final int PRECISION_AT1_FIELD_NUMBER

See Also:

Constant Field Values

F1_SCORE_AT1_FIELD_NUMBER

public static final int F1_SCORE_AT1_FIELD_NUMBER

See Also:

Constant Field Values

RECALL_AT5_FIELD_NUMBER

public static final int RECALL_AT5_FIELD_NUMBER

See Also:

Constant Field Values

PRECISION_AT5_FIELD_NUMBER

public static final int PRECISION_AT5_FIELD_NUMBER

See Also:

Constant Field Values

F1_SCORE_AT5_FIELD_NUMBER

public static final int F1_SCORE_AT5_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

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

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)](/vision/automl/object-detection/docs/evaluate#intersection-over-union)
 threshold for the context of this point on the PR curve.
 

float confidence_threshold = 1;

Specified by:

getConfidenceThreshold in interface PrCurve.ConfidenceMetricsEntryOrBuilder

Returns:

The confidenceThreshold.

getRecall

public float getRecall()

 Recall value.
 

float recall = 2;

Specified by:

getRecall in interface PrCurve.ConfidenceMetricsEntryOrBuilder

Returns:

The recall.

getPrecision

public float getPrecision()

 Precision value.
 

float precision = 3;

Specified by:

getPrecision in interface PrCurve.ConfidenceMetricsEntryOrBuilder

Returns:

The precision.

getF1Score

public float getF1Score()

 Harmonic mean of recall and precision.
 

float f1_score = 4;

Specified by:

getF1Score in interface PrCurve.ConfidenceMetricsEntryOrBuilder

Returns:

The f1Score.

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

Returns:

The recallAt1.

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

Returns:

The precisionAt1.

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

Returns:

The f1ScoreAt1.

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

Returns:

The recallAt5.

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

Returns:

The precisionAt5.

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

Returns:

The f1ScoreAt5.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(com.google.protobuf.ByteString data)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(com.google.protobuf.ByteString data,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input)
                                                throws IOException

Throws:

IOException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input)
                                                         throws IOException

Throws:

IOException

parseDelimitedFrom

public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input,
                                                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                         throws IOException

Throws:

IOException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(com.google.protobuf.CodedInputStream input)
                                                throws IOException

Throws:

IOException

parseFrom

public static PrCurve.ConfidenceMetricsEntry parseFrom(com.google.protobuf.CodedInputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Throws:

IOException

newBuilderForType

public PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static PrCurve.ConfidenceMetricsEntry.Builder newBuilder()

newBuilder

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

toBuilder

public PrCurve.ConfidenceMetricsEntry.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static PrCurve.ConfidenceMetricsEntry getDefaultInstance()

parser

public static com.google.protobuf.Parser<PrCurve.ConfidenceMetricsEntry> parser()

getParserForType

public com.google.protobuf.Parser<PrCurve.ConfidenceMetricsEntry> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public PrCurve.ConfidenceMetricsEntry getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder