Class BinarySoftClassification
java.lang.Object
org.elasticsearch.client.ml.dataframe.evaluation.softclassification.BinarySoftClassification
- All Implemented Interfaces:
Evaluation
,org.elasticsearch.common.xcontent.ToXContent
,org.elasticsearch.common.xcontent.ToXContentObject
public class BinarySoftClassification extends java.lang.Object implements Evaluation
Evaluation of binary soft classification methods, e.g. outlier detection.
This is useful to evaluate problems where a model outputs a probability of whether
a data frame row belongs to one of two groups.
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Nested Class Summary
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Field Summary
Fields Modifier and Type Field Description static java.lang.String
NAME
static org.elasticsearch.common.xcontent.ConstructingObjectParser<BinarySoftClassification,java.lang.Void>
PARSER
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Constructor Summary
Constructors Constructor Description BinarySoftClassification(java.lang.String actualField, java.lang.String predictedField)
BinarySoftClassification(java.lang.String actualField, java.lang.String predictedProbabilityField, java.util.List<EvaluationMetric> metrics)
BinarySoftClassification(java.lang.String actualField, java.lang.String predictedProbabilityField, EvaluationMetric... metric)
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Method Summary
Modifier and Type Method Description boolean
equals(java.lang.Object o)
static BinarySoftClassification
fromXContent(org.elasticsearch.common.xcontent.XContentParser parser)
java.lang.String
getName()
Returns the evaluation nameint
hashCode()
org.elasticsearch.common.xcontent.XContentBuilder
toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params)
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Field Details
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NAME
public static final java.lang.String NAME- See Also:
- Constant Field Values
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PARSER
public static final org.elasticsearch.common.xcontent.ConstructingObjectParser<BinarySoftClassification,java.lang.Void> PARSER
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Constructor Details
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BinarySoftClassification
public BinarySoftClassification(java.lang.String actualField, java.lang.String predictedField) -
BinarySoftClassification
public BinarySoftClassification(java.lang.String actualField, java.lang.String predictedProbabilityField, EvaluationMetric... metric) -
BinarySoftClassification
public BinarySoftClassification(java.lang.String actualField, java.lang.String predictedProbabilityField, @Nullable java.util.List<EvaluationMetric> metrics)
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Method Details
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fromXContent
public static BinarySoftClassification fromXContent(org.elasticsearch.common.xcontent.XContentParser parser) -
getName
public java.lang.String getName()Description copied from interface:Evaluation
Returns the evaluation name- Specified by:
getName
in interfaceEvaluation
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toXContent
public org.elasticsearch.common.xcontent.XContentBuilder toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params) throws java.io.IOException- Specified by:
toXContent
in interfaceorg.elasticsearch.common.xcontent.ToXContent
- Throws:
java.io.IOException
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equals
public boolean equals(java.lang.Object o)- Overrides:
equals
in classjava.lang.Object
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hashCode
public int hashCode()- Overrides:
hashCode
in classjava.lang.Object
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