com.google.cloud.documentai.v1beta3

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 Summary

Modifier and Type	Method and Description
float	getAuprc() The calculated area under the precision recall curve (AUPRC), computed by integrating over all confidence thresholds.
float	getAuprcExact() The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching only.
Evaluation.ConfidenceLevelMetrics	getConfidenceLevelMetrics(int index) Metrics across confidence levels with fuzzy matching enabled.
int	getConfidenceLevelMetricsCount() Metrics across confidence levels with fuzzy matching enabled.
Evaluation.ConfidenceLevelMetrics	getConfidenceLevelMetricsExact(int index) Metrics across confidence levels with only exact matching.
int	getConfidenceLevelMetricsExactCount() Metrics across confidence levels with only exact matching.
List<Evaluation.ConfidenceLevelMetrics>	getConfidenceLevelMetricsExactList() Metrics across confidence levels with only exact matching.
Evaluation.ConfidenceLevelMetricsOrBuilder	getConfidenceLevelMetricsExactOrBuilder(int index) Metrics across confidence levels with only exact matching.
List<? extends Evaluation.ConfidenceLevelMetricsOrBuilder>	getConfidenceLevelMetricsExactOrBuilderList() Metrics across confidence levels with only exact matching.
List<Evaluation.ConfidenceLevelMetrics>	getConfidenceLevelMetricsList() Metrics across confidence levels with fuzzy matching enabled.
Evaluation.ConfidenceLevelMetricsOrBuilder	getConfidenceLevelMetricsOrBuilder(int index) Metrics across confidence levels with fuzzy matching enabled.
List<? extends Evaluation.ConfidenceLevelMetricsOrBuilder>	getConfidenceLevelMetricsOrBuilderList() Metrics across confidence levels with fuzzy matching enabled.
float	getEstimatedCalibrationError() The Estimated Calibration Error (ECE) of the confidence of the predicted entities.
float	getEstimatedCalibrationErrorExact() The ECE for the predicted entities with fuzzy matching disabled, i.e., exact matching only.
Evaluation.MultiConfidenceMetrics.MetricsType	getMetricsType() The metrics type for the label.
int	getMetricsTypeValue() The metrics type for the label.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getConfidenceLevelMetricsList

List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsList()

 Metrics across confidence levels with fuzzy matching enabled.
 

repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

getConfidenceLevelMetrics

Evaluation.ConfidenceLevelMetrics getConfidenceLevelMetrics(int index)

 Metrics across confidence levels with fuzzy matching enabled.
 

repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

getConfidenceLevelMetricsCount

int getConfidenceLevelMetricsCount()

 Metrics across confidence levels with fuzzy matching enabled.
 

repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

getConfidenceLevelMetricsOrBuilderList

List<? extends Evaluation.ConfidenceLevelMetricsOrBuilder> getConfidenceLevelMetricsOrBuilderList()

 Metrics across confidence levels with fuzzy matching enabled.
 

repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

getConfidenceLevelMetricsOrBuilder

Evaluation.ConfidenceLevelMetricsOrBuilder getConfidenceLevelMetricsOrBuilder(int index)

 Metrics across confidence levels with fuzzy matching enabled.
 

repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;

getConfidenceLevelMetricsExactList

List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsExactList()

 Metrics across confidence levels with only exact matching.
 

repeated .google.cloud.documentai.v1beta3.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.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;

getConfidenceLevelMetricsExactCount

int getConfidenceLevelMetricsExactCount()

 Metrics across confidence levels with only exact matching.
 

repeated .google.cloud.documentai.v1beta3.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.v1beta3.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.v1beta3.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.v1beta3.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.v1beta3.Evaluation.MultiConfidenceMetrics.MetricsType metrics_type = 7;

Returns:

The metricsType.