Package com.google.cloud.documentai.v1

Interface Evaluation.MultiConfidenceMetricsOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
Evaluation.MultiConfidenceMetrics, Evaluation.MultiConfidenceMetrics.Builder
Enclosing class:
Evaluation
public static interface Evaluation.MultiConfidenceMetricsOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Details

    • getConfidenceLevelMetricsList

      List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsList()
       Metrics across confidence levels with fuzzy matching enabled.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

    • getConfidenceLevelMetrics

      Evaluation.ConfidenceLevelMetrics getConfidenceLevelMetrics(int index)
       Metrics across confidence levels with fuzzy matching enabled.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

    • getConfidenceLevelMetricsCount

      int getConfidenceLevelMetricsCount()
       Metrics across confidence levels with fuzzy matching enabled.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

    • getConfidenceLevelMetricsOrBuilderList

      List<? extends Evaluation.ConfidenceLevelMetricsOrBuilder> getConfidenceLevelMetricsOrBuilderList()
       Metrics across confidence levels with fuzzy matching enabled.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

    • getConfidenceLevelMetricsOrBuilder

      Evaluation.ConfidenceLevelMetricsOrBuilder getConfidenceLevelMetricsOrBuilder(int index)
       Metrics across confidence levels with fuzzy matching enabled.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

    • getConfidenceLevelMetricsExactList

      List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsExactList()
       Metrics across confidence levels with only exact matching.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;

    • getConfidenceLevelMetricsExact

      Evaluation.ConfidenceLevelMetrics getConfidenceLevelMetricsExact(int index)
       Metrics across confidence levels with only exact matching.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;

    • getConfidenceLevelMetricsExactCount

      int getConfidenceLevelMetricsExactCount()
       Metrics across confidence levels with only exact matching.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;

    • getConfidenceLevelMetricsExactOrBuilderList

      List<? extends Evaluation.ConfidenceLevelMetricsOrBuilder> getConfidenceLevelMetricsExactOrBuilderList()
       Metrics across confidence levels with only exact matching.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;

    • getConfidenceLevelMetricsExactOrBuilder

      Evaluation.ConfidenceLevelMetricsOrBuilder getConfidenceLevelMetricsExactOrBuilder(int index)
       Metrics across confidence levels with only exact matching.
      repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;

    • getAuprc

      float getAuprc()
       The calculated area under the precision recall curve (AUPRC), computed by
 integrating over all confidence thresholds.
      float auprc = 2;
      Returns:
      The auprc.

    • getEstimatedCalibrationError

      float getEstimatedCalibrationError()
       The Estimated Calibration Error (ECE) of the confidence of the predicted
 entities.
      float estimated_calibration_error = 3;
      Returns:
      The estimatedCalibrationError.

    • getAuprcExact

      float getAuprcExact()
       The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching
 only.
      float auprc_exact = 5;
      Returns:
      The auprcExact.

    • getEstimatedCalibrationErrorExact

      float getEstimatedCalibrationErrorExact()
       The ECE for the predicted entities with fuzzy matching disabled, i.e.,
 exact matching only.
      float estimated_calibration_error_exact = 6;
      Returns:
      The estimatedCalibrationErrorExact.

    • getMetricsTypeValue

      int getMetricsTypeValue()
       The metrics type for the label.
      .google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.MetricsType metrics_type = 7;
      Returns:
      The enum numeric value on the wire for metricsType.

    • getMetricsType

      Evaluation.MultiConfidenceMetrics.MetricsType getMetricsType()
       The metrics type for the label.
      .google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.MetricsType metrics_type = 7;
      Returns:
      The metricsType.