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ROP (version 1.0)

Regression Optimized: Numerical Approach for Multivariate Classification and Regression Trees

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) Castillo JM, Knol AC, Nguyen JM, Khammari A, Saint Jean M, Dreno B (2016) Vildy S, Nguyen JM, Gaultier A, Khammari A, Dreno B (2017) Nguyen JM, Gaultier A, Antonioli D (2018) .

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Version

Install

install.packages('ROP')

Monthly Downloads

10

Version

1.0

License

GPL (>= 2.0)

Maintainer

Jean-Michel Nguyen

Last Published

September 3rd, 2018

Functions in ROP (1.0)

titanic

Data file
rop

Launch of the analysis
ROP-package

ROP