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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>.
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Package details |
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| Author | Jean-Michel Nguyen [aut, cre], Daniel Antonioli [aut] |
| Maintainer | Jean-Michel Nguyen <jean-michel.nguyen@univ-nantes.fr> |
| License | GPL (>= 2.0) |
| Version | 1.0 |
| URL | http://www.univ-nantes.fr/site-de-l-universite-de-nantes/jean-michel-nguyen--3564.kjsp |
| Package repository | View on CRAN |
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