See a Forest for the Trees

Get insight into a forest of classification trees, by calculating similarities between the trees, and subsequently clustering them. Each cluster is represented by it's most central cluster member. The package implements the methodology described in Sies & Van Mechelen (2020) .


Reference manual

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install.packages("C443")

3.4.0 by Aniek Sies, 3 years ago


https://github.com/KULeuven-PPW-OKPIV/C443


Report a bug at https://github.com/KULeuven-PPW-OKPIV/C443/issues


Browse source code at https://github.com/cran/C443


Authors: Aniek Sies [aut, cre] , Kristof Meers [ctb] , Iven Van Mechelen [ths]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports MASS, partykit, rpart, RColorBrewer, grDevices, gridExtra, ggplot2, cluster, parallel, foreach, igraph, stats, graphics, plyr, ranger, randomForest, methods, doParallel


See at CRAN