public static final class Evaluation.MultiConfidenceMetrics extends GeneratedMessageV3 implements Evaluation.MultiConfidenceMetricsOrBuilder
Metrics across multiple confidence levels.
Protobuf type google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics
Static Fields
AUPRC_EXACT_FIELD_NUMBER
public static final int AUPRC_EXACT_FIELD_NUMBER
Field Value
AUPRC_FIELD_NUMBER
public static final int AUPRC_FIELD_NUMBER
Field Value
CONFIDENCE_LEVEL_METRICS_EXACT_FIELD_NUMBER
public static final int CONFIDENCE_LEVEL_METRICS_EXACT_FIELD_NUMBER
Field Value
CONFIDENCE_LEVEL_METRICS_FIELD_NUMBER
public static final int CONFIDENCE_LEVEL_METRICS_FIELD_NUMBER
Field Value
ESTIMATED_CALIBRATION_ERROR_EXACT_FIELD_NUMBER
public static final int ESTIMATED_CALIBRATION_ERROR_EXACT_FIELD_NUMBER
Field Value
ESTIMATED_CALIBRATION_ERROR_FIELD_NUMBER
public static final int ESTIMATED_CALIBRATION_ERROR_FIELD_NUMBER
Field Value
METRICS_TYPE_FIELD_NUMBER
public static final int METRICS_TYPE_FIELD_NUMBER
Field Value
Static Methods
getDefaultInstance()
public static Evaluation.MultiConfidenceMetrics getDefaultInstance()
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getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
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newBuilder()
public static Evaluation.MultiConfidenceMetrics.Builder newBuilder()
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newBuilder(Evaluation.MultiConfidenceMetrics prototype)
public static Evaluation.MultiConfidenceMetrics.Builder newBuilder(Evaluation.MultiConfidenceMetrics prototype)
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public static Evaluation.MultiConfidenceMetrics parseDelimitedFrom(InputStream input)
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Exceptions
public static Evaluation.MultiConfidenceMetrics parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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parseFrom(byte[] data)
public static Evaluation.MultiConfidenceMetrics parseFrom(byte[] data)
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Name | Description |
data | byte[]
|
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Exceptions
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static Evaluation.MultiConfidenceMetrics parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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parseFrom(ByteString data)
public static Evaluation.MultiConfidenceMetrics parseFrom(ByteString data)
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Exceptions
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static Evaluation.MultiConfidenceMetrics parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static Evaluation.MultiConfidenceMetrics parseFrom(CodedInputStream input)
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Exceptions
public static Evaluation.MultiConfidenceMetrics parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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Exceptions
public static Evaluation.MultiConfidenceMetrics parseFrom(InputStream input)
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public static Evaluation.MultiConfidenceMetrics parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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parseFrom(ByteBuffer data)
public static Evaluation.MultiConfidenceMetrics parseFrom(ByteBuffer data)
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Exceptions
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Evaluation.MultiConfidenceMetrics parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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parser()
public static Parser<Evaluation.MultiConfidenceMetrics> parser()
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Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter
Returns
Overrides
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 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 Evaluation.ConfidenceLevelMetrics getConfidenceLevelMetrics(int index)
Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
Parameter
Returns
getConfidenceLevelMetricsCount()
public int getConfidenceLevelMetricsCount()
Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
Returns
getConfidenceLevelMetricsExact(int index)
public 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;
Parameter
Returns
getConfidenceLevelMetricsExactCount()
public int getConfidenceLevelMetricsExactCount()
Metrics across confidence levels with only exact matching.
repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;
Returns
getConfidenceLevelMetricsExactList()
public List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsExactList()
Metrics across confidence levels with only exact matching.
repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics_exact = 4;
Returns
getConfidenceLevelMetricsExactOrBuilder(int index)
public 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;
Parameter
Returns
getConfidenceLevelMetricsExactOrBuilderList()
public 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;
Returns
Type | Description |
List<? extends com.google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetricsOrBuilder> | |
getConfidenceLevelMetricsList()
public List<Evaluation.ConfidenceLevelMetrics> getConfidenceLevelMetricsList()
Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
Returns
getConfidenceLevelMetricsOrBuilder(int index)
public Evaluation.ConfidenceLevelMetricsOrBuilder getConfidenceLevelMetricsOrBuilder(int index)
Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
Parameter
Returns
getConfidenceLevelMetricsOrBuilderList()
public List<? extends Evaluation.ConfidenceLevelMetricsOrBuilder> getConfidenceLevelMetricsOrBuilderList()
Metrics across confidence levels with fuzzy matching enabled.
repeated .google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetrics confidence_level_metrics = 1;
Returns
Type | Description |
List<? extends com.google.cloud.documentai.v1.Evaluation.ConfidenceLevelMetricsOrBuilder> | |
getDefaultInstanceForType()
public Evaluation.MultiConfidenceMetrics getDefaultInstanceForType()
Returns
getEstimatedCalibrationError()
public 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 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 Evaluation.MultiConfidenceMetrics.MetricsType getMetricsType()
The metrics type for the label.
.google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.MetricsType metrics_type = 7;
Returns
getMetricsTypeValue()
public int getMetricsTypeValue()
The metrics type for the label.
.google.cloud.documentai.v1.Evaluation.MultiConfidenceMetrics.MetricsType metrics_type = 7;
Returns
Type | Description |
int | The enum numeric value on the wire for metricsType.
|
getParserForType()
public Parser<Evaluation.MultiConfidenceMetrics> getParserForType()
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Overrides
getSerializedSize()
public int getSerializedSize()
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Overrides
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
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Overrides
hashCode()
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Overrides
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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isInitialized()
public final boolean isInitialized()
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Overrides
newBuilderForType()
public Evaluation.MultiConfidenceMetrics.Builder newBuilderForType()
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newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected Evaluation.MultiConfidenceMetrics.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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Overrides
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
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Overrides
toBuilder()
public Evaluation.MultiConfidenceMetrics.Builder toBuilder()
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writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
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Exceptions