Class PrCurve (0.125.0)

public final class PrCurve extends GeneratedMessageV3 implements PrCurveOrBuilder

Protobuf type google.cloud.datalabeling.v1beta1.PrCurve

Implements

PrCurveOrBuilder

Static Fields

ANNOTATION_SPEC_FIELD_NUMBER

public static final int ANNOTATION_SPEC_FIELD_NUMBER
Field Value
TypeDescription
int

AREA_UNDER_CURVE_FIELD_NUMBER

public static final int AREA_UNDER_CURVE_FIELD_NUMBER
Field Value
TypeDescription
int

CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER

public static final int CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER
Field Value
TypeDescription
int

MEAN_AVERAGE_PRECISION_FIELD_NUMBER

public static final int MEAN_AVERAGE_PRECISION_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static PrCurve getDefaultInstance()
Returns
TypeDescription
PrCurve

getDescriptor()

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

newBuilder()

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

newBuilder(PrCurve prototype)

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

parseDelimitedFrom(InputStream input)

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

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(byte[] data)

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

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteString data)

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

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(CodedInputStream input)

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

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(InputStream input)

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

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteBuffer data)

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

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

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

parser()

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

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
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
TypeDescription
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
TypeDescription
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
TypeDescription
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
NameDescription
indexint
Returns
TypeDescription
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
TypeDescription
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
TypeDescription
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
NameDescription
indexint
Returns
TypeDescription
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
TypeDescription
List<? extends com.google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntryOrBuilder>

getDefaultInstanceForType()

public PrCurve getDefaultInstanceForType()
Returns
TypeDescription
PrCurve

getMeanAveragePrecision()

public float getMeanAveragePrecision()

Mean average prcision of this curve.

float mean_average_precision = 4;

Returns
TypeDescription
float

The meanAveragePrecision.

getParserForType()

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

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
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
TypeDescription
boolean

Whether the annotationSpec field is set.

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.Builder newBuilderForType()
Returns
TypeDescription
PrCurve.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

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

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

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

toBuilder()

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

writeTo(CodedOutputStream output)

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