Send feedback
Class PrCurve.ConfidenceMetricsEntry (0.169.0)
Stay organized with collections
Save and categorize content based on your preferences.
Version 0.169.0 keyboard_arrow_down
public static final class PrCurve . ConfidenceMetricsEntry extends GeneratedMessageV3 implements PrCurve . ConfidenceMetricsEntryOrBuilder
Protobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(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 ()
getDescriptor()
public static final Descriptors . Descriptor getDescriptor ()
newBuilder()
public static PrCurve . ConfidenceMetricsEntry . Builder newBuilder ()
newBuilder(PrCurve.ConfidenceMetricsEntry prototype)
public static PrCurve . ConfidenceMetricsEntry . Builder newBuilder ( PrCurve . ConfidenceMetricsEntry prototype )
parseDelimitedFrom(InputStream input)
public static PrCurve . ConfidenceMetricsEntry parseDelimitedFrom ( InputStream input )
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(byte[] data)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( byte [] data )
Parameter
Name Description
databyte []
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
parseFrom(ByteString data)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteString data )
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
parseFrom(CodedInputStream input)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( CodedInputStream input )
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(InputStream input)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( InputStream input )
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
parseFrom(ByteBuffer data)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteBuffer data )
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
parser()
public static Parser<PrCurve . ConfidenceMetricsEntry > parser ()
Methods
equals(Object obj)
public boolean equals ( Object obj )
Parameter
Name Description
objObject
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
Type Description
float The confidenceThreshold.
getDefaultInstanceForType()
public PrCurve . ConfidenceMetricsEntry getDefaultInstanceForType ()
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 ()
Overrides
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()
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
hashCode()
Returns
Type Description
int
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
isInitialized()
public final boolean isInitialized ()
Overrides
newBuilderForType()
public PrCurve . ConfidenceMetricsEntry . Builder newBuilderForType ()
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected PrCurve . ConfidenceMetricsEntry . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
toBuilder()
public PrCurve . ConfidenceMetricsEntry . Builder toBuilder ()
writeTo(CodedOutputStream output)
public void writeTo ( CodedOutputStream output )
Overrides
Send feedback
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-01-28 UTC.
Need to tell us more?
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-01-28 UTC."],[],[]]
