java.lang.Object

org.elasticsearch.client.ml.dataframe.evaluation.regression.MeanSquaredErrorMetric

All Implemented Interfaces:: EvaluationMetric, ToXContent, ToXContentObject

public class MeanSquaredErrorMetric
extends java.lang.Object
implements EvaluationMetric

Calculates the mean squared error between two known numerical fields. equation: mse = 1/n * Σ(y - y´)^2

Method Summary

Modifier and Type	Method	Description
`boolean`	`equals(java.lang.Object o)`
`static MeanSquaredErrorMetric`	`fromXContent(XContentParser parser)`
`java.lang.String`	`getName()`	Returns the name of the metric
`int`	`hashCode()`
`XContentBuilder`	`toXContent(XContentBuilder builder, ToXContent.Params params)`

clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

isFragment

Field Details
- NAME
  
  public static final java.lang.String NAME
  
  See Also:
  
  Constant Field Values
Constructor Details
- MeanSquaredErrorMetric
  
  public MeanSquaredErrorMetric()
Method Details
- fromXContent
  
  public static MeanSquaredErrorMetric fromXContent(XContentParser parser)
- toXContent
  
  public XContentBuilder toXContent(XContentBuilder builder, ToXContent.Params params) throws java.io.IOException
  
  Specified by:
  
  toXContent in interface 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
- getName
  
  public java.lang.String getName()
  
  Description copied from interface: EvaluationMetric
  
  Returns the name of the metric
  
  Specified by:
  
  getName in interface EvaluationMetric

Class MeanSquaredErrorMetric