Class AucRocMetric
java.lang.Object
org.elasticsearch.client.ml.dataframe.evaluation.outlierdetection.AucRocMetric
- All Implemented Interfaces:
EvaluationMetric
,org.elasticsearch.xcontent.ToXContent
,org.elasticsearch.xcontent.ToXContentObject
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.xcontent.ToXContent
org.elasticsearch.xcontent.ToXContent.DelegatingMapParams, org.elasticsearch.xcontent.ToXContent.MapParams, org.elasticsearch.xcontent.ToXContent.Params
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Field Summary
Modifier and TypeFieldDescriptionstatic final org.elasticsearch.xcontent.ParseField
static final String
static final org.elasticsearch.xcontent.ConstructingObjectParser<AucRocMetric,
Void> Fields inherited from interface org.elasticsearch.xcontent.ToXContent
EMPTY_PARAMS
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Constructor Summary
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Method Summary
Modifier and TypeMethodDescriptionboolean
static AucRocMetric
fromXContent
(org.elasticsearch.xcontent.XContentParser parser) getName()
Returns the name of the metricint
hashCode()
org.elasticsearch.xcontent.XContentBuilder
toXContent
(org.elasticsearch.xcontent.XContentBuilder builder, org.elasticsearch.xcontent.ToXContent.Params params) static AucRocMetric
Methods inherited from class java.lang.Object
clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait
Methods inherited from interface org.elasticsearch.xcontent.ToXContentObject
isFragment
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Field Details
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NAME
- See Also:
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INCLUDE_CURVE
public static final org.elasticsearch.xcontent.ParseField INCLUDE_CURVE -
PARSER
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Constructor Details
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AucRocMetric
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Method Details
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fromXContent
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withCurve
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toXContent
public org.elasticsearch.xcontent.XContentBuilder toXContent(org.elasticsearch.xcontent.XContentBuilder builder, org.elasticsearch.xcontent.ToXContent.Params params) throws IOException - Specified by:
toXContent
in interfaceorg.elasticsearch.xcontent.ToXContent
- Throws:
IOException
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getName
Description copied from interface:EvaluationMetric
Returns the name of the metric- Specified by:
getName
in interfaceEvaluationMetric
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equals
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hashCode
public int hashCode()
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