Package: ROP
Type: Package
Title: Regression Optimized: Numerical Approach for Multivariate
        Classification and Regression Trees
Version: 1.0
Date: 2018-08-30
Author: Jean-Michel Nguyen [aut, cre], Daniel Antonioli [aut]
Maintainer: Jean-Michel Nguyen <jean-michel.nguyen@univ-nantes.fr>
Description: 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>.
License: GPL (>= 2.0)
URL:
        http://www.univ-nantes.fr/site-de-l-universite-de-nantes/jean-michel-nguyen--3564.kjsp
Depends: ROCR, R(>= 3.0)
NeedsCompilation: no
Packaged: 2018-08-30 13:59:04 UTC; Yohann
Repository: CRAN
Date/Publication: 2018-09-03 08:10:06 UTC
Built: R 4.0.2; ; 2020-07-16 03:04:18 UTC; unix
