Class EvalTextSimilarityGrader
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- All Implemented Interfaces:
public final class EvalTextSimilarityGrader
A TextSimilarityGrader object which grades text based on similarity metrics.
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Nested Class Summary
Nested Classes Modifier and Type Class Description public final class
EvalTextSimilarityGrader.Builder
A builder for EvalTextSimilarityGrader.
public final class
EvalTextSimilarityGrader.EvaluationMetric
The evaluation metric to use. One of
cosine
,fuzzy_match
,bleu
,gleu
,meteor
,rouge_1
,rouge_2
,rouge_3
,rouge_4
,rouge_5
, orrouge_l
.
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Method Summary
Modifier and Type Method Description final EvalTextSimilarityGrader.EvaluationMetric
evaluationMetric()
The evaluation metric to use. final String
input()
The text being graded. final Double
passThreshold()
A float score where a value greater than or equal indicates a passing grade. final String
reference()
The text being graded against. final JsonValue
_type()
The type of grader. final Optional<String>
name()
The name of the grader. final JsonField<EvalTextSimilarityGrader.EvaluationMetric>
_evaluationMetric()
Returns the raw JSON value of evaluationMetric. final JsonField<String>
_input()
Returns the raw JSON value of input. final JsonField<Double>
_passThreshold()
Returns the raw JSON value of passThreshold. final JsonField<String>
_reference()
Returns the raw JSON value of reference. final JsonField<String>
_name()
Returns the raw JSON value of name. final Map<String, JsonValue>
_additionalProperties()
final EvalTextSimilarityGrader.Builder
toBuilder()
final EvalTextSimilarityGrader
validate()
final Boolean
isValid()
Boolean
equals(Object other)
Integer
hashCode()
String
toString()
final static EvalTextSimilarityGrader.Builder
builder()
Returns a mutable builder for constructing an instance of EvalTextSimilarityGrader. -
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Method Detail
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evaluationMetric
final EvalTextSimilarityGrader.EvaluationMetric evaluationMetric()
The evaluation metric to use. One of
cosine
,fuzzy_match
,bleu
,gleu
,meteor
,rouge_1
,rouge_2
,rouge_3
,rouge_4
,rouge_5
, orrouge_l
.
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passThreshold
final Double passThreshold()
A float score where a value greater than or equal indicates a passing grade.
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_type
final JsonValue _type()
The type of grader.
Expected to always return the following:
JsonValue.from("text_similarity")
However, this method can be useful for debugging and logging (e.g. if the server responded with an unexpected value).
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_evaluationMetric
final JsonField<EvalTextSimilarityGrader.EvaluationMetric> _evaluationMetric()
Returns the raw JSON value of evaluationMetric.
Unlike evaluationMetric, this method doesn't throw if the JSON field has an unexpected type.
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_input
final JsonField<String> _input()
Returns the raw JSON value of input.
Unlike input, this method doesn't throw if the JSON field has an unexpected type.
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_passThreshold
final JsonField<Double> _passThreshold()
Returns the raw JSON value of passThreshold.
Unlike passThreshold, this method doesn't throw if the JSON field has an unexpected type.
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_reference
final JsonField<String> _reference()
Returns the raw JSON value of reference.
Unlike reference, this method doesn't throw if the JSON field has an unexpected type.
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_name
final JsonField<String> _name()
Returns the raw JSON value of name.
Unlike name, this method doesn't throw if the JSON field has an unexpected type.
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_additionalProperties
final Map<String, JsonValue> _additionalProperties()
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toBuilder
final EvalTextSimilarityGrader.Builder toBuilder()
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validate
final EvalTextSimilarityGrader validate()
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builder
final static EvalTextSimilarityGrader.Builder builder()
Returns a mutable builder for constructing an instance of EvalTextSimilarityGrader.
The following fields are required:
.evaluationMetric() .input() .passThreshold() .reference()
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