Chi-square automatic interaction detection: Difference between revisions

Revision as of 15:49, 12 August 2018

Revision as of 17:16, 2 September 2018

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One important advantage of CHAID over alternatives such as multiple regression is that it is non-parametric.

The idea of statistic-based generation of decision tree branches introduced in CHAID was elaborated later into [[Decision stream]] technique.<ref>{{cite journal|author1=Ignatov, D.Yu.|author2=Ignatov, A.D.|title=Decision Stream: Cultivating Deep Decision Trees|journal=IEEE ICTAI|pages=905-912|doi=10.1109/ICTAI.2017.00140|date=2017|arxiv=1704.07657|url=https://www.researchgate.net/publication/316471270_Decision_Stream_Cultivating_Deep_Decision_Trees}}</ref>

== See also ==