Class EntityTypesEvaluationMetrics
- All Implemented Interfaces:
Serializable
,SdkPojo
,ToCopyableBuilder<EntityTypesEvaluationMetrics.Builder,
EntityTypesEvaluationMetrics>
Detailed information about the accuracy of an entity recognizer for a specific entity type.
- See Also:
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Nested Class Summary
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Method Summary
Modifier and TypeMethodDescriptionbuilder()
final boolean
final boolean
equalsBySdkFields
(Object obj) Indicates whether some other object is "equal to" this one by SDK fields.final Double
f1Score()
A measure of how accurate the recognizer results are for a specific entity type in the test data.final <T> Optional
<T> getValueForField
(String fieldName, Class<T> clazz) final int
hashCode()
final Double
A measure of the usefulness of the recognizer results for a specific entity type in the test data.final Double
recall()
A measure of how complete the recognizer results are for a specific entity type in the test data.static Class
<? extends EntityTypesEvaluationMetrics.Builder> Take this object and create a builder that contains all of the current property values of this object.final String
toString()
Returns a string representation of this object.Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder
copy
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Method Details
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precision
A measure of the usefulness of the recognizer results for a specific entity type in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones.
- Returns:
- A measure of the usefulness of the recognizer results for a specific entity type in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones.
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recall
A measure of how complete the recognizer results are for a specific entity type in the test data. High recall means that the recognizer returned most of the relevant results.
- Returns:
- A measure of how complete the recognizer results are for a specific entity type in the test data. High recall means that the recognizer returned most of the relevant results.
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f1Score
A measure of how accurate the recognizer results are for a specific entity type in the test data. It is derived from the
Precision
andRecall
values. TheF1Score
is the harmonic average of the two scores. The highest score is 1, and the worst score is 0.- Returns:
- A measure of how accurate the recognizer results are for a specific entity type in the test data. It is
derived from the
Precision
andRecall
values. TheF1Score
is the harmonic average of the two scores. The highest score is 1, and the worst score is 0.
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toBuilder
Description copied from interface:ToCopyableBuilder
Take this object and create a builder that contains all of the current property values of this object.- Specified by:
toBuilder
in interfaceToCopyableBuilder<EntityTypesEvaluationMetrics.Builder,
EntityTypesEvaluationMetrics> - Returns:
- a builder for type T
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builder
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serializableBuilderClass
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hashCode
public final int hashCode() -
equals
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equalsBySdkFields
Description copied from interface:SdkPojo
Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in anSdkPojo
class, and is generated based on a service model.If an
SdkPojo
class does not have any inherited fields,equalsBySdkFields
andequals
are essentially the same.- Specified by:
equalsBySdkFields
in interfaceSdkPojo
- Parameters:
obj
- the object to be compared with- Returns:
- true if the other object equals to this object by sdk fields, false otherwise.
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toString
Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value. -
getValueForField
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sdkFields
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