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public static interface Evaluation.MultiConfidenceMetricsOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
getAuprc()
public abstract float getAuprc()The calculated area under the precision recall curve (AUPRC), computed by integrating over all confidence thresholds.
float auprc = 2;
| Returns | |
|---|---|
| Type | Description |
float |
The auprc. |
getAuprcExact()
public abstract float getAuprcExact()The AUPRC for metrics with fuzzy matching disabled, i.e., exact matching only.
float auprc_exact = 5;
| Returns | |
|---|---|
| Type | Description |
float |
The auprcExact. |
getConfidenceLevelMetrics(int index)
public abstract Evaluation.ConfidenceLevelMetrics getConfidenceLevelMetrics(int index)Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
| Parameter | |
|---|---|
| Name | Description |
index |
int |
| Returns | |
|---|---|
| Type | Description |
Evaluation.ConfidenceLevelMetrics |
|
getConfidenceLevelMetricsCount()
public abstract int getConfidenceLevelMetricsCount()Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
| Returns | |
|---|---|
| Type | Description |
int |
|
getConfidenceLevelMetricsExact(int index)
public abstract 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;
| Parameter | |
|---|---|
| Name | Description |
index |
int |
| Returns | |
|---|---|
| Type | Description |
Evaluation.ConfidenceLevelMetrics |
|
getConfidenceLevelMetricsExactCount()
public abstract int getConfidenceLevelMetricsExactCount()Metrics across confidence levels with only exact matching.
repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;
| Returns | |
|---|---|
| Type | Description |
int |
|
getConfidenceLevelMetricsExactList()
public abstract List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsExactList()Metrics across confidence levels with only exact matching.
repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;
| Returns | |
|---|---|
| Type | Description |
List<ConfidenceLevelMetrics> |
|
getConfidenceLevelMetricsExactOrBuilder(int index)
public abstract 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;
| Parameter | |
|---|---|
| Name | Description |
index |
int |
| Returns | |
|---|---|
| Type | Description |
Evaluation.ConfidenceLevelMetricsOrBuilder |
|
getConfidenceLevelMetricsExactOrBuilderList()
public abstract 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;
| Returns | |
|---|---|
| Type | Description |
List<? extends com.google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetricsOrBuilder> |
|
getConfidenceLevelMetricsList()
public abstract List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsList()Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
| Returns | |
|---|---|
| Type | Description |
List<ConfidenceLevelMetrics> |
|
getConfidenceLevelMetricsOrBuilder(int index)
public abstract Evaluation.ConfidenceLevelMetricsOrBuilder getConfidenceLevelMetricsOrBuilder(int index)Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
| Parameter | |
|---|---|
| Name | Description |
index |
int |
| Returns | |
|---|---|
| Type | Description |
Evaluation.ConfidenceLevelMetricsOrBuilder |
|
getConfidenceLevelMetricsOrBuilderList()
public abstract List<? extends Evaluation.ConfidenceLevelMetricsOrBuilder> getConfidenceLevelMetricsOrBuilderList()Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
| Returns | |
|---|---|
| Type | Description |
List<? extends com.google.cloud.documentai.v1beta3.Evaluation.ConfidenceLevelMetricsOrBuilder> |
|
getEstimatedCalibrationError()
public abstract float getEstimatedCalibrationError()The Estimated Calibration Error (ECE) of the confidence of the predicted entities.
float estimated_calibration_error = 3;
| Returns | |
|---|---|
| Type | Description |
float |
The estimatedCalibrationError. |
getEstimatedCalibrationErrorExact()
public abstract float getEstimatedCalibrationErrorExact()The ECE for the predicted entities with fuzzy matching disabled, i.e., exact matching only.
float estimated_calibration_error_exact = 6;
| Returns | |
|---|---|
| Type | Description |
float |
The estimatedCalibrationErrorExact. |
getMetricsType()
public abstract Evaluation.MultiConfidenceMetrics.MetricsType getMetricsType()The metrics type for the label.
.google.cloud.documentai.v1beta3.Evaluation.MultiConfidenceMetrics.MetricsType metrics_type = 7;
| Returns | |
|---|---|
| Type | Description |
Evaluation.MultiConfidenceMetrics.MetricsType |
The metricsType. |
getMetricsTypeValue()
public abstract int getMetricsTypeValue()The metrics type for the label.
.google.cloud.documentai.v1beta3.Evaluation.MultiConfidenceMetrics.MetricsType metrics_type = 7;
| Returns | |
|---|---|
| Type | Description |
int |
The enum numeric value on the wire for metricsType. |