Package com.google.cloud.datalabeling.v1beta1

Class PrCurve

  • All Implemented Interfaces:
    PrCurveOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
    public final class PrCurve
extends com.google.protobuf.GeneratedMessageV3
implements PrCurveOrBuilder
    Protobuf type google.cloud.datalabeling.v1beta1.PrCurve
    See Also:
    Serialized Form

    • Field Detail

      • ANNOTATION_SPEC_FIELD_NUMBER

        public static final int ANNOTATION_SPEC_FIELD_NUMBER
        See Also:
        Constant Field Values

      • AREA_UNDER_CURVE_FIELD_NUMBER

        public static final int AREA_UNDER_CURVE_FIELD_NUMBER
        See Also:
        Constant Field Values

      • CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER

        public static final int CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER
        See Also:
        Constant Field Values

      • MEAN_AVERAGE_PRECISION_FIELD_NUMBER

        public static final int MEAN_AVERAGE_PRECISION_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3

      • getDescriptor

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

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

      • 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

      • 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.GeneratedMessageV3

      • 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.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface com.google.protobuf.MessageLite
        Overrides:
        getSerializedSize in class com.google.protobuf.GeneratedMessageV3

      • 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​(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

      • 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.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • 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.GeneratedMessageV3

      • getDefaultInstanceForType

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