Package com.google.cloud.datalabeling.v1beta1

Class ClassificationMetrics

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.datalabeling.v1beta1.ClassificationMetrics
All Implemented Interfaces:
ClassificationMetricsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class ClassificationMetrics extends com.google.protobuf.GeneratedMessage implements ClassificationMetricsOrBuilder
 Metrics calculated for a classification model.
Protobuf type google.cloud.datalabeling.v1beta1.ClassificationMetrics
See Also:

  • Nested Class Summary

    Nested Classes
    Modifier and Type
    Class
    Description
    static final class 
    ClassificationMetrics.Builder
    Metrics calculated for a classification model.

    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
    CONFUSION_MATRIX_FIELD_NUMBER
     
    static final int
    PR_CURVE_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)
     
    ConfusionMatrix
    getConfusionMatrix()
    Confusion matrix of predicted labels vs. ground truth labels.
    ConfusionMatrixOrBuilder
    getConfusionMatrixOrBuilder()
    Confusion matrix of predicted labels vs. ground truth labels.
    static ClassificationMetrics
    getDefaultInstance()
     
    ClassificationMetrics
    getDefaultInstanceForType()
     
    static final com.google.protobuf.Descriptors.Descriptor
    getDescriptor()
     
    com.google.protobuf.Parser<ClassificationMetrics>
    getParserForType()
     
    PrCurve
    getPrCurve()
    Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
    PrCurveOrBuilder
    getPrCurveOrBuilder()
    Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
    int
    getSerializedSize()
     
    boolean
    hasConfusionMatrix()
    Confusion matrix of predicted labels vs. ground truth labels.
    int
    hashCode()
     
    boolean
    hasPrCurve()
    Precision-recall curve based on ground truth labels, predicted labels, and scores for the predicted labels.
    protected com.google.protobuf.GeneratedMessage.FieldAccessorTable
    internalGetFieldAccessorTable()
     
    final boolean
    isInitialized()
     
    static ClassificationMetrics.Builder
    newBuilder()
     
    static ClassificationMetrics.Builder
    newBuilder(ClassificationMetrics prototype)
     
    ClassificationMetrics.Builder
    newBuilderForType()
     
    protected ClassificationMetrics.Builder
    newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
     
    static ClassificationMetrics
    parseDelimitedFrom(InputStream input)
     
    static ClassificationMetrics
    parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ClassificationMetrics
    parseFrom(byte[] data)
     
    static ClassificationMetrics
    parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ClassificationMetrics
    parseFrom(com.google.protobuf.ByteString data)
     
    static ClassificationMetrics
    parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ClassificationMetrics
    parseFrom(com.google.protobuf.CodedInputStream input)
     
    static ClassificationMetrics
    parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ClassificationMetrics
    parseFrom(InputStream input)
     
    static ClassificationMetrics
    parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static ClassificationMetrics
    parseFrom(ByteBuffer data)
     
    static ClassificationMetrics
    parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
     
    static com.google.protobuf.Parser<ClassificationMetrics>
    parser()
     
    ClassificationMetrics.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

    • PR_CURVE_FIELD_NUMBER

      public static final int PR_CURVE_FIELD_NUMBER
      See Also:

    • CONFUSION_MATRIX_FIELD_NUMBER

      public static final int CONFUSION_MATRIX_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

    • hasPrCurve

      public boolean hasPrCurve()
       Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
      .google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;
      Specified by:
      hasPrCurve in interface ClassificationMetricsOrBuilder
      Returns:
      Whether the prCurve field is set.

    • getPrCurve

      public PrCurve getPrCurve()
       Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
      .google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;
      Specified by:
      getPrCurve in interface ClassificationMetricsOrBuilder
      Returns:
      The prCurve.

    • getPrCurveOrBuilder

      public PrCurveOrBuilder getPrCurveOrBuilder()
       Precision-recall curve based on ground truth labels, predicted labels, and
 scores for the predicted labels.
      .google.cloud.datalabeling.v1beta1.PrCurve pr_curve = 1;
      Specified by:
      getPrCurveOrBuilder in interface ClassificationMetricsOrBuilder

    • hasConfusionMatrix

      public boolean hasConfusionMatrix()
       Confusion matrix of predicted labels vs. ground truth labels.
      .google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;
      Specified by:
      hasConfusionMatrix in interface ClassificationMetricsOrBuilder
      Returns:
      Whether the confusionMatrix field is set.

    • getConfusionMatrix

      public ConfusionMatrix getConfusionMatrix()
       Confusion matrix of predicted labels vs. ground truth labels.
      .google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;
      Specified by:
      getConfusionMatrix in interface ClassificationMetricsOrBuilder
      Returns:
      The confusionMatrix.

    • getConfusionMatrixOrBuilder

      public ConfusionMatrixOrBuilder getConfusionMatrixOrBuilder()
       Confusion matrix of predicted labels vs. ground truth labels.
      .google.cloud.datalabeling.v1beta1.ConfusionMatrix confusion_matrix = 2;
      Specified by:
      getConfusionMatrixOrBuilder in interface ClassificationMetricsOrBuilder

    • 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 ClassificationMetrics parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseFrom

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

    • parseDelimitedFrom

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

    • parseDelimitedFrom

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

    • parseFrom

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

    • parseFrom

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

    • newBuilderForType

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

    • newBuilder

      public static ClassificationMetrics.Builder newBuilder()

    • newBuilder

      public static ClassificationMetrics.Builder newBuilder(ClassificationMetrics prototype)

    • toBuilder

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

    • newBuilderForType

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

    • getDefaultInstance

      public static ClassificationMetrics getDefaultInstance()

    • parser

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

    • getParserForType

      public com.google.protobuf.Parser<ClassificationMetrics> 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 ClassificationMetrics getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder