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Class PrCurve.ConfidenceMetricsEntry (0.122.11)
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Version 0.122.11 keyboard_arrow_down
public static final class PrCurve . ConfidenceMetricsEntry extends GeneratedMessageV3 implements PrCurve . ConfidenceMetricsEntryOrBuilder
Protobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry
Static Fields
CONFIDENCE_THRESHOLD_FIELD_NUMBER
public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER
Field Value
F1_SCORE_AT1_FIELD_NUMBER
public static final int F1_SCORE_AT1_FIELD_NUMBER
Field Value
F1_SCORE_AT5_FIELD_NUMBER
public static final int F1_SCORE_AT5_FIELD_NUMBER
Field Value
F1_SCORE_FIELD_NUMBER
public static final int F1_SCORE_FIELD_NUMBER
Field Value
PRECISION_AT1_FIELD_NUMBER
public static final int PRECISION_AT1_FIELD_NUMBER
Field Value
PRECISION_AT5_FIELD_NUMBER
public static final int PRECISION_AT5_FIELD_NUMBER
Field Value
PRECISION_FIELD_NUMBER
public static final int PRECISION_FIELD_NUMBER
Field Value
RECALL_AT1_FIELD_NUMBER
public static final int RECALL_AT1_FIELD_NUMBER
Field Value
RECALL_AT5_FIELD_NUMBER
public static final int RECALL_AT5_FIELD_NUMBER
Field Value
RECALL_FIELD_NUMBER
public static final int RECALL_FIELD_NUMBER
Field Value
Static Methods
getDefaultInstance()
public static PrCurve . ConfidenceMetricsEntry getDefaultInstance ()
Returns
getDescriptor()
public static final Descriptors . Descriptor getDescriptor ()
Returns
newBuilder()
public static PrCurve . ConfidenceMetricsEntry . Builder newBuilder ()
Returns
newBuilder(PrCurve.ConfidenceMetricsEntry prototype)
public static PrCurve . ConfidenceMetricsEntry . Builder newBuilder ( PrCurve . ConfidenceMetricsEntry prototype )
Parameter
Returns
parseDelimitedFrom(InputStream input)
public static PrCurve . ConfidenceMetricsEntry parseDelimitedFrom ( InputStream input )
Parameter
Returns
Exceptions
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
parseFrom(byte[] data)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( byte [] data )
Parameter
Name Description data byte []
Returns
Exceptions
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
parseFrom(ByteString data)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteString data )
Parameter
Returns
Exceptions
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
parseFrom(CodedInputStream input)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( CodedInputStream input )
Parameter
Returns
Exceptions
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
parseFrom(InputStream input)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( InputStream input )
Parameter
Returns
Exceptions
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
parseFrom(ByteBuffer data)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteBuffer data )
Parameter
Returns
Exceptions
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static PrCurve . ConfidenceMetricsEntry parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
parser()
public static Parser<PrCurve . ConfidenceMetricsEntry > parser ()
Returns
Methods
equals(Object obj)
public boolean equals ( Object obj )
Parameter
Returns
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 ()
Returns
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
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
Overrides
getUnknownFields()
public final UnknownFieldSet getUnknownFields ()
Returns
Overrides
hashCode()
Returns
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Returns
Overrides
isInitialized()
public final boolean isInitialized ()
Returns
Overrides
newBuilderForType()
public PrCurve . ConfidenceMetricsEntry . Builder newBuilderForType ()
Returns
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected PrCurve . ConfidenceMetricsEntry . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Parameter
Returns
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Parameter
Returns
Overrides
toBuilder()
public PrCurve . ConfidenceMetricsEntry . Builder toBuilder ()
Returns
writeTo(CodedOutputStream output)
public void writeTo ( CodedOutputStream output )
Parameter
Overrides
Exceptions
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Last updated 2025-01-28 UTC.
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