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Interaction graphs of Aleks Jakulin #163

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peleplay opened this issue Jan 26, 2020 · 0 comments
Open

Interaction graphs of Aleks Jakulin #163

peleplay opened this issue Jan 26, 2020 · 0 comments

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@peleplay
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Great book!

I propose including the Interaction graphs of Aleks Jakulin ( http://stat.columbia.edu/~jakulin/Int/ ) in the 'Feature interaction' chapter.
An R implementation can be found in the integr package: https://github.com/peleplay/integr or https://cran.r-project.org/package=integr .
A quick tutorial & overview of the methodology & the R package integr is provided here https://cran.r-project.org/web/packages/integr/vignettes/IntGraphTutorial.html.
For the in-depth info see the PhD thesis of Aleks Jakulin: A. Jakulin, "Machine Learning Based on Attribute Interactions." (2005) - http://stat.columbia.edu/~jakulin/Int/jakulin05phd.pdf

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