Package com.google.cloud.datalabeling.v1beta1

Class PrCurve

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.datalabeling.v1beta1.PrCurve
All Implemented Interfaces:
PrCurveOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class PrCurve extends com.google.protobuf.GeneratedMessage implements PrCurveOrBuilder
Protobuf type google.cloud.datalabeling.v1beta1.PrCurve
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    PrCurve.Builder
    Protobuf type google.cloud.datalabeling.v1beta1.PrCurve
    static final class 
    PrCurve.ConfidenceMetricsEntry
    Protobuf type google.cloud.datalabeling.v1beta1.PrCurve.ConfidenceMetricsEntry
    static interface 
    PrCurve.ConfidenceMetricsEntryOrBuilder
     

    Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage

    com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage

    com.google.protobuf.AbstractMessage.BuilderParent

    Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

    com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    static final int
    ANNOTATION_SPEC_FIELD_NUMBER
     
    static final int
    AREA_UNDER_CURVE_FIELD_NUMBER
     
    static final int
    CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER
     
    static final int
    MEAN_AVERAGE_PRECISION_FIELD_NUMBER
     

    Fields inherited from class com.google.protobuf.GeneratedMessage

    alwaysUseFieldBuilders, loggedPre22TypeNames, unknownFields

    Fields inherited from class com.google.protobuf.AbstractMessage

    memoizedSize

    Fields inherited from class com.google.protobuf.AbstractMessageLite

    memoizedHashCode

  • Method Summary

    Modifier and Type
    Method
    Description
    boolean
    equals(Object obj)
     
    AnnotationSpec
    getAnnotationSpec()
    The annotation spec of the label for which the precision-recall curve calculated.
    AnnotationSpecOrBuilder
    getAnnotationSpecOrBuilder()
    The annotation spec of the label for which the precision-recall curve calculated.
    float
    getAreaUnderCurve()
    Area under the precision-recall curve.
    PrCurve.ConfidenceMetricsEntry
    getConfidenceMetricsEntries(int index)
    Entries that make up the precision-recall graph.
    int
    getConfidenceMetricsEntriesCount()
    Entries that make up the precision-recall graph.
    List<PrCurve.ConfidenceMetricsEntry>
    getConfidenceMetricsEntriesList()
    Entries that make up the precision-recall graph.
    PrCurve.ConfidenceMetricsEntryOrBuilder
    getConfidenceMetricsEntriesOrBuilder(int index)
    Entries that make up the precision-recall graph.
    List<? extends PrCurve.ConfidenceMetricsEntryOrBuilder>
    getConfidenceMetricsEntriesOrBuilderList()
    Entries that make up the precision-recall graph.
    static PrCurve
    getDefaultInstance()
     
    PrCurve
    getDefaultInstanceForType()
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    float
    getMeanAveragePrecision()
    Mean average prcision of this curve.
    com.google.protobuf.Parser<PrCurve>
    getParserForType()
     
    int
    getSerializedSize()
     
    boolean
    hasAnnotationSpec()
    The annotation spec of the label for which the precision-recall curve calculated.
    int
    hashCode()
     
    protected com.google.protobuf.GeneratedMessage.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    static PrCurve.Builder
    newBuilder()
     
    static PrCurve.Builder
    newBuilder(PrCurve prototype)
     
    PrCurve.Builder
    newBuilderForType()
     
    protected PrCurve.Builder
    newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
     
    static PrCurve
    parseDelimitedFrom(InputStream input)
     
    static PrCurve
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static PrCurve
    parseFrom(byte[] data)
     
    static PrCurve
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static PrCurve
    parseFrom(com.google.protobuf.ByteString data)
     
    static PrCurve
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static PrCurve
    parseFrom(com.google.protobuf.CodedInputStream input)
     
    static PrCurve
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static PrCurve
    parseFrom(InputStream input)
     
    static PrCurve
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static PrCurve
    parseFrom(ByteBuffer data)
     
    static PrCurve
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static com.google.protobuf.Parser<PrCurve>
    parser()
     
    PrCurve.Builder
    toBuilder()
     
    void
    writeTo(com.google.protobuf.CodedOutputStream output)
     

    Methods inherited from class com.google.protobuf.GeneratedMessage

    canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

    Methods inherited from class com.google.protobuf.AbstractMessage

    findInitializationErrors, getInitializationErrorString, hashFields, toString

    Methods inherited from class com.google.protobuf.AbstractMessageLite

    addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from class java.lang.Object

    clone, finalize, getClass, notify, notifyAll, wait, wait, wait

    Methods inherited from interface com.google.protobuf.MessageLite

    toByteArray, toByteString, writeDelimitedTo, writeTo

    Methods inherited from interface com.google.protobuf.MessageOrBuilder

    findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

  • Field Details

    • ANNOTATION_SPEC_FIELD_NUMBER

      public static final int ANNOTATION_SPEC_FIELD_NUMBER
      See Also:

    • AREA_UNDER_CURVE_FIELD_NUMBER

      public static final int AREA_UNDER_CURVE_FIELD_NUMBER
      See Also:

    • CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER

      public static final int CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER
      See Also:

    • MEAN_AVERAGE_PRECISION_FIELD_NUMBER

      public static final int MEAN_AVERAGE_PRECISION_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • 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;
      Specified by:
      hasAnnotationSpec in interface PrCurveOrBuilder
      Returns:
      Whether the annotationSpec field is set.

    • 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;
      Specified by:
      getAnnotationSpec in interface PrCurveOrBuilder
      Returns:
      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;
      Specified by:
      getAnnotationSpecOrBuilder in interface PrCurveOrBuilder

    • 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;
      Specified by:
      getAreaUnderCurve in interface PrCurveOrBuilder
      Returns:
      The areaUnderCurve.

    • 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;
      Specified by:
      getConfidenceMetricsEntriesList in interface PrCurveOrBuilder

    • 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;
      Specified by:
      getConfidenceMetricsEntriesOrBuilderList in interface PrCurveOrBuilder

    • 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;
      Specified by:
      getConfidenceMetricsEntriesCount in interface PrCurveOrBuilder

    • getConfidenceMetricsEntries

      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;
      Specified by:
      getConfidenceMetricsEntries in interface PrCurveOrBuilder

    • getConfidenceMetricsEntriesOrBuilder

      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;
      Specified by:
      getConfidenceMetricsEntriesOrBuilder in interface PrCurveOrBuilder

    • getMeanAveragePrecision

      public float getMeanAveragePrecision()
       Mean average prcision of this curve.
      float mean_average_precision = 4;
      Specified by:
      getMeanAveragePrecision in interface PrCurveOrBuilder
      Returns:
      The meanAveragePrecision.

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static PrCurve parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static PrCurve parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static PrCurve parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static PrCurve parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static PrCurve parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static PrCurve parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static PrCurve parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static PrCurve parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static PrCurve parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static PrCurve parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static PrCurve parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static PrCurve parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public PrCurve.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static PrCurve.Builder newBuilder()

    • newBuilder

      public static PrCurve.Builder newBuilder(PrCurve prototype)

    • toBuilder

      public PrCurve.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected PrCurve.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static PrCurve getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<PrCurve> parser()

    • getParserForType

      public com.google.protobuf.Parser<PrCurve> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public PrCurve getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder