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.
  • Nested Class Summary

    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
  • Field Summary

    Fields 
    Modifier and Type Field Description
    static java.lang.String NAME  
    static org.elasticsearch.common.xcontent.ConstructingObjectParser<BinarySoftClassification,​java.lang.Void> PARSER  

    Fields inherited from interface org.elasticsearch.common.xcontent.ToXContent

    EMPTY_PARAMS
  • 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)  
  • 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 name
    int hashCode()  
    org.elasticsearch.common.xcontent.XContentBuilder toXContent​(org.elasticsearch.common.xcontent.XContentBuilder builder, org.elasticsearch.common.xcontent.ToXContent.Params params)  

    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
  • Field Details

  • Constructor Details

  • Method Details

    • 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 interface Evaluation
    • 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 interface org.elasticsearch.common.xcontent.ToXContent
      Throws:
      java.io.IOException
    • equals

      public boolean equals​(java.lang.Object o)
      Overrides:
      equals in class java.lang.Object
    • hashCode

      public int hashCode()
      Overrides:
      hashCode in class java.lang.Object