Package com.google.cloud.datalabeling.v1beta1

Interface PrCurveOrBuilder

  • All Superinterfaces:
    com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
    All Known Implementing Classes:
    PrCurve, PrCurve.Builder
    public interface PrCurveOrBuilder
extends com.google.protobuf.MessageOrBuilder

    • Method Detail

      • hasAnnotationSpec

        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:
        Whether the annotationSpec field is set.

      • getAnnotationSpec

        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:
        The annotationSpec.

      • getAnnotationSpecOrBuilder

        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

        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:
        The areaUnderCurve.

      • getConfidenceMetricsEntriesList

        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;

      • getConfidenceMetricsEntries

        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;

      • getConfidenceMetricsEntriesCount

        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;

      • getConfidenceMetricsEntriesOrBuilderList

        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;

      • getConfidenceMetricsEntriesOrBuilder

        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;

      • getMeanAveragePrecision

        float getMeanAveragePrecision()
         Mean average prcision of this curve.
        float mean_average_precision = 4;
        Returns:
        The meanAveragePrecision.