Class PrCurve (0.168.0) 

public final class PrCurve extends GeneratedMessageV3 implements PrCurveOrBuilder

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve

Inheritance

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

Implements

PrCurveOrBuilder

Static Fields

ANNOTATION_SPEC_FIELD_NUMBER

public static final int ANNOTATION_SPEC_FIELD_NUMBER
Field Value
Type Description
int

AREA_UNDER_CURVE_FIELD_NUMBER

public static final int AREA_UNDER_CURVE_FIELD_NUMBER
Field Value
Type Description
int

CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER

public static final int CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER
Field Value
Type Description
int

MEAN_AVERAGE_PRECISION_FIELD_NUMBER

public static final int MEAN_AVERAGE_PRECISION_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static PrCurve getDefaultInstance()
Returns
Type Description
PrCurve

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

newBuilder()

public static PrCurve.Builder newBuilder()
Returns
Type Description
PrCurve.Builder

newBuilder(PrCurve prototype)

public static PrCurve.Builder newBuilder(PrCurve prototype)
Parameter
Name Description
prototype PrCurve
Returns
Type Description
PrCurve.Builder

parseDelimitedFrom(InputStream input)

public static PrCurve parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
PrCurve
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
PrCurve
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static PrCurve parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
PrCurve
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static PrCurve parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
PrCurve
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static PrCurve parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
PrCurve
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static PrCurve parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
PrCurve
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static PrCurve parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
PrCurve
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
PrCurve
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static PrCurve parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
PrCurve
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PrCurve parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
PrCurve
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static PrCurve parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
PrCurve
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static PrCurve parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
PrCurve
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<PrCurve> parser()
Returns
Type Description
Parser<PrCurve>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
boolean
Overrides

getAnnotationSpec()

public AnnotationSpec getAnnotationSpec()

The annotation spec of the label for which the precision-recall curve calculated. If this field is empty, that means the precision-recall curve is an aggregate curve for all labels.

.google.cloud.datalabeling.v1beta1.AnnotationSpec annotation_spec = 1;

Returns
Type Description
AnnotationSpec

The annotationSpec.

getAnnotationSpecOrBuilder()

public AnnotationSpecOrBuilder getAnnotationSpecOrBuilder()

The annotation spec of the label for which the precision-recall curve calculated. If this field is empty, that means the precision-recall curve is an aggregate curve for all labels.

.google.cloud.datalabeling.v1beta1.AnnotationSpec annotation_spec = 1;

Returns
Type Description
AnnotationSpecOrBuilder

getAreaUnderCurve()

public float getAreaUnderCurve()

Area under the precision-recall curve. Not to be confused with area under a receiver operating characteristic (ROC) curve.

float area_under_curve = 2;

Returns
Type Description
float

The areaUnderCurve.

getConfidenceMetricsEntries(int index)

public PrCurve.ConfidenceMetricsEntry getConfidenceMetricsEntries(int index)

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold.

repeated .google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry confidence_metrics_entries = 3;

Parameter
Name Description
index int
Returns
Type Description
PrCurve.ConfidenceMetricsEntry

getConfidenceMetricsEntriesCount()

public int getConfidenceMetricsEntriesCount()

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold.

repeated .google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry confidence_metrics_entries = 3;

Returns
Type Description
int

getConfidenceMetricsEntriesList()

public List<PrCurve.ConfidenceMetricsEntry> getConfidenceMetricsEntriesList()

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold.

repeated .google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry confidence_metrics_entries = 3;

Returns
Type Description
List<ConfidenceMetricsEntry>

getConfidenceMetricsEntriesOrBuilder(int index)

public PrCurve.ConfidenceMetricsEntryOrBuilder getConfidenceMetricsEntriesOrBuilder(int index)

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold.

repeated .google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry confidence_metrics_entries = 3;

Parameter
Name Description
index int
Returns
Type Description
PrCurve.ConfidenceMetricsEntryOrBuilder

getConfidenceMetricsEntriesOrBuilderList()

public List<? extends PrCurve.ConfidenceMetricsEntryOrBuilder> getConfidenceMetricsEntriesOrBuilderList()

Entries that make up the precision-recall graph. Each entry is a "point" on the graph drawn for a different confidence_threshold.

repeated .google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry confidence_metrics_entries = 3;

Returns
Type Description
List<? extends com.google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntryOrBuilder>

getDefaultInstanceForType()

public PrCurve getDefaultInstanceForType()
Returns
Type Description
PrCurve

getMeanAveragePrecision()

public float getMeanAveragePrecision()

Mean average prcision of this curve.

float mean_average_precision = 4;

Returns
Type Description
float

The meanAveragePrecision.

getParserForType()

public Parser<PrCurve> getParserForType()
Returns
Type Description
Parser<PrCurve>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

hasAnnotationSpec()

public boolean hasAnnotationSpec()

The annotation spec of the label for which the precision-recall curve calculated. If this field is empty, that means the precision-recall curve is an aggregate curve for all labels.

.google.cloud.datalabeling.v1beta1.AnnotationSpec annotation_spec = 1;

Returns
Type Description
boolean

Whether the annotationSpec field is set.

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public PrCurve.Builder newBuilderForType()
Returns
Type Description
PrCurve.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected PrCurve.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
PrCurve.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public PrCurve.Builder toBuilder()
Returns
Type Description
PrCurve.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException