Article - CS327136

What is Redundancy Filter mean on Signal page in ThingWorx Analytics

Modified: 03-Jul-2020   


Applies To

  • ThingWorx Analytics 8.5 F000
Redundancy Filer-Check to enable Redundancy Filtering, which will rank features by the information gain they provide. The Redundancy Filter operates by calculating the mutual information for each feature with the goal variable. It then ranks the Features, in combination with previously selected Feature, according to the amount of information gain they provide. Features that provide more information gain are ranked higher

Description

  • What is Redundancy Filter mean on Signal page
  • How exactly this Filter works
  • Features of Redundancy Filter
  • How does we select features on the based of Redundancy Filter
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