CRAN/E | imptree

imptree

Classification Trees with Imprecise Probabilities

Installation

About

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) doi:10.1002/int.10143 is covered.

System requirements C++11

Key Metrics

Version 0.5.1
Published 2018-08-17 2215 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks imptree results

Downloads

Yesterday 3
Last 7 days 25 +25%
Last 30 days 122 -22%
Last 90 days 413 -4%
Last 365 days 1.783 -5%

Maintainer

Maintainer

Paul Fink

Authors

Paul Fink

aut / cre

Material

ChangeLog
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Imports

Rcpp ≥ 0.12.5

Suggests

testthat

LinkingTo

Rcpp