ROP: Regression Optimized: Numerical Approach for Multivariate Classification and Regression Trees

Trees Classification and Regression using multivariate nodes calculated by an exhaustive numerical approach. We propose a new concept of decision tree, including multivariate knots and non hierarchical pathway. This package's model uses a multivariate nodes tree that calculates directly a risk score for each observation for the state Y observed. Nguyen JM, Gaultier A, Antonioli D (2015) <doi:10.1016/j.respe.2018.03.088> Castillo JM, Knol AC, Nguyen JM, Khammari A, Saint Jean M, Dreno B (2016) <doi:10.1684/ejd.2016.2826> Vildy S, Nguyen JM, Gaultier A, Khammari A, Dreno B (2017) <doi:10.1684/ejd.2016.2955> Nguyen JM, Gaultier A, Antonioli D (2018) <doi:10.1016/j.respe.2018.03.088>.

Package details

AuthorJean-Michel Nguyen [aut, cre], Daniel Antonioli [aut]
MaintainerJean-Michel Nguyen <[email protected]>
LicenseGPL (>= 2.0)
Version1.0
URL http://www.univ-nantes.fr/site-de-l-universite-de-nantes/jean-michel-nguyen--3564.kjsp
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ROP")

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ROP documentation built on May 2, 2019, 6:12 a.m.