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imptree  

Classification Trees with Imprecise Probabilities
View on CRAN: Click here


Download and install imptree package within the R console
Install from CRAN:
install.packages("imptree")

Install from Github:
library("remotes")
install_github("cran/imptree")

Install by package version:
library("remotes")
install_version("imptree", "0.5.1")



Attach the package and use:
library("imptree")
Maintained by
Paul Fink
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-08-17
Latest Update: 2018-08-17
Description:
Creation of imprecise classification trees. They rely on probability estimation within each node by means of either the imprecise Dirichlet model or the nonparametric predictive inference approach. The splitting variable is selected by the strategy presented in Fink and Crossman (2013) , but also the original imprecise information gain of Abellan and Moral (2003) is covered.
How to cite:
Paul Fink (2018). imptree: Classification Trees with Imprecise Probabilities. R package version 0.5.1, https://cran.r-project.org/web/packages/imptree. Accessed 22 Dec. 2024.
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