Class AucRocMetric
java.lang.Object
org.elasticsearch.client.ml.dataframe.evaluation.outlierdetection.AucRocMetric
- All Implemented Interfaces:
EvaluationMetric
,org.elasticsearch.common.xcontent.ToXContent
,org.elasticsearch.common.xcontent.ToXContentObject
public class AucRocMetric extends java.lang.Object implements EvaluationMetric
Area under the curve (AUC) of the receiver operating characteristic (ROC).
The ROC curve is a plot of the TPR (true positive rate) against
the FPR (false positive rate) over a varying threshold.
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Nested Class Summary
Nested classes/interfaces inherited from interface org.elasticsearch.client.ml.dataframe.evaluation.EvaluationMetric
EvaluationMetric.Result
Nested classes/interfaces inherited from interface org.elasticsearch.common.xcontent.ToXContent
org.elasticsearch.common.xcontent.ToXContent.DelegatingMapParams, org.elasticsearch.common.xcontent.ToXContent.MapParams, org.elasticsearch.common.xcontent.ToXContent.Params
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Field Summary
Fields Modifier and Type Field Description static org.elasticsearch.common.ParseField
INCLUDE_CURVE
static java.lang.String
NAME
static org.elasticsearch.common.xcontent.ConstructingObjectParser<AucRocMetric,java.lang.Void>
PARSER
Fields inherited from interface org.elasticsearch.common.xcontent.ToXContent
EMPTY_PARAMS
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Constructor Summary
Constructors Constructor Description AucRocMetric(java.lang.Boolean includeCurve)
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Method Summary
Modifier and Type Method Description boolean
equals(java.lang.Object o)
static AucRocMetric
fromXContent(org.elasticsearch.common.xcontent.XContentParser parser)
java.lang.String
getName()
Returns the name of the metricint
hashCode()
org.elasticsearch.common.xcontent.XContentBuilder
toXContent(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params)
static AucRocMetric
withCurve()
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait
Methods inherited from interface org.elasticsearch.common.xcontent.ToXContentObject
isFragment
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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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INCLUDE_CURVE
public static final org.elasticsearch.common.ParseField INCLUDE_CURVE -
PARSER
public static final org.elasticsearch.common.xcontent.ConstructingObjectParser<AucRocMetric,java.lang.Void> PARSER
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Constructor Details
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AucRocMetric
public AucRocMetric(java.lang.Boolean includeCurve)
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Method Details
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fromXContent
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withCurve
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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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getName
public java.lang.String getName()Description copied from interface:EvaluationMetric
Returns the name of the metric- Specified by:
getName
in interfaceEvaluationMetric
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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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