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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
integr
The text was updated successfully, but these errors were encountered:
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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
The text was updated successfully, but these errors were encountered: