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public final class PrCurve extends GeneratedMessageV3 implements PrCurveOrBuilder
Protobuf type google.cloud.datalabeling.v1beta1.PrCurve
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > PrCurveImplements
PrCurveOrBuilderStatic 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 |
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> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
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 |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
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 |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public PrCurve.Builder toBuilder()
Returns | |
---|---|
Type | Description |
PrCurve.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |