Class PrCurve.ConfidenceMetricsEntry (0.143.0)

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

Static Fields

CONFIDENCE_THRESHOLD_FIELD_NUMBER

public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER
Field Value
TypeDescription
int

F1_SCORE_AT1_FIELD_NUMBER

public static final int F1_SCORE_AT1_FIELD_NUMBER
Field Value
TypeDescription
int

F1_SCORE_AT5_FIELD_NUMBER

public static final int F1_SCORE_AT5_FIELD_NUMBER
Field Value
TypeDescription
int

F1_SCORE_FIELD_NUMBER

public static final int F1_SCORE_FIELD_NUMBER
Field Value
TypeDescription
int

PRECISION_AT1_FIELD_NUMBER

public static final int PRECISION_AT1_FIELD_NUMBER
Field Value
TypeDescription
int

PRECISION_AT5_FIELD_NUMBER

public static final int PRECISION_AT5_FIELD_NUMBER
Field Value
TypeDescription
int

PRECISION_FIELD_NUMBER

public static final int PRECISION_FIELD_NUMBER
Field Value
TypeDescription
int

RECALL_AT1_FIELD_NUMBER

public static final int RECALL_AT1_FIELD_NUMBER
Field Value
TypeDescription
int

RECALL_AT5_FIELD_NUMBER

public static final int RECALL_AT5_FIELD_NUMBER
Field Value
TypeDescription
int

RECALL_FIELD_NUMBER

public static final int RECALL_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static PrCurve.ConfidenceMetricsEntry getDefaultInstance()
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static PrCurve.ConfidenceMetricsEntry.Builder newBuilder()
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry.Builder

newBuilder(PrCurve.ConfidenceMetricsEntry prototype)

public static PrCurve.ConfidenceMetricsEntry.Builder newBuilder(PrCurve.ConfidenceMetricsEntry prototype)
Parameter
NameDescription
prototypePrCurve.ConfidenceMetricsEntry
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry.Builder

parseDelimitedFrom(InputStream input)

public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static PrCurve.ConfidenceMetricsEntry parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static PrCurve.ConfidenceMetricsEntry parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<PrCurve.ConfidenceMetricsEntry> parser()
Returns
TypeDescription
Parser<ConfidenceMetricsEntry>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

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
TypeDescription
float

The confidenceThreshold.

getDefaultInstanceForType()

public PrCurve.ConfidenceMetricsEntry getDefaultInstanceForType()
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry

getF1Score()

public float getF1Score()

Harmonic mean of recall and precision.

float f1_score = 4;

Returns
TypeDescription
float

The f1Score.

getF1ScoreAt1()

public float getF1ScoreAt1()

The harmonic mean of recall_at1 and precision_at1.

float f1_score_at1 = 7;

Returns
TypeDescription
float

The f1ScoreAt1.

getF1ScoreAt5()

public float getF1ScoreAt5()

The harmonic mean of recall_at5 and precision_at5.

float f1_score_at5 = 10;

Returns
TypeDescription
float

The f1ScoreAt5.

getParserForType()

public Parser<PrCurve.ConfidenceMetricsEntry> getParserForType()
Returns
TypeDescription
Parser<ConfidenceMetricsEntry>
Overrides

getPrecision()

public float getPrecision()

Precision value.

float precision = 3;

Returns
TypeDescription
float

The precision.

getPrecisionAt1()

public float getPrecisionAt1()

Precision value for entries with label that has highest score.

float precision_at1 = 6;

Returns
TypeDescription
float

The precisionAt1.

getPrecisionAt5()

public float getPrecisionAt5()

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

float precision_at5 = 9;

Returns
TypeDescription
float

The precisionAt5.

getRecall()

public float getRecall()

Recall value.

float recall = 2;

Returns
TypeDescription
float

The recall.

getRecallAt1()

public float getRecallAt1()

Recall value for entries with label that has highest score.

float recall_at1 = 5;

Returns
TypeDescription
float

The recallAt1.

getRecallAt5()

public float getRecallAt5()

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

float recall_at5 = 8;

Returns
TypeDescription
float

The recallAt5.

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType()
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected PrCurve.ConfidenceMetricsEntry.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public PrCurve.ConfidenceMetricsEntry.Builder toBuilder()
Returns
TypeDescription
PrCurve.ConfidenceMetricsEntry.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides
Exceptions
TypeDescription
IOException