public final class PrCurve extends GeneratedMessageV3 implements PrCurveOrBuilder
Protobuf type google.cloud.datalabeling.v1beta1.PrCurve
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
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()
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
newBuilder()
public static PrCurve.Builder newBuilder()
newBuilder(PrCurve prototype)
public static PrCurve.Builder newBuilder(PrCurve prototype)
| Parameter |
|---|
| Name | Description |
prototype | PrCurve
|
public static PrCurve parseDelimitedFrom(InputStream input)
public static PrCurve parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
parseFrom(byte[] data)
public static PrCurve parseFrom(byte[] data)
| Parameter |
|---|
| Name | Description |
data | byte[]
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static PrCurve parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
parseFrom(ByteString data)
public static PrCurve parseFrom(ByteString data)
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static PrCurve parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static PrCurve parseFrom(CodedInputStream input)
public static PrCurve parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static PrCurve parseFrom(InputStream input)
public static PrCurve parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
parseFrom(ByteBuffer data)
public static PrCurve parseFrom(ByteBuffer data)
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static PrCurve parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
parser()
public static Parser<PrCurve> parser()
Methods
equals(Object obj)
public boolean equals(Object obj)
| Parameter |
|---|
| Name | Description |
obj | Object
|
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;
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;
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
|
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;
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
|
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()
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()
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()
| Returns |
|---|
| Type | Description |
int | |
Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
isInitialized()
public final boolean isInitialized()
Overrides
newBuilderForType()
public PrCurve.Builder newBuilderForType()
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected PrCurve.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Overrides
toBuilder()
public PrCurve.Builder toBuilder()
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Overrides
