Package: BORT
Type: Package
Title: Beyond Pareto: Bi-Objective and Multi-Objective Regression
        Trees’
Version: 0.1.0
Authors@R: c(person(given = c("Erick", "G.G."),
                      family = "de Paz",
                      role = c("aut", "cre"),
                      email = "erick.giles@cimat.mx",
                      comment = c(ORCID = "0000-0001-7878-8238")),
               person(given = "Arturo",
                      family = "Hernández-Aguirre",
                      role = "aut",
                      comment = c(ORCID = "0000-0002-3744-9827")),
               person(given = "Iván",
                      family = "Cruz-Aceves",
                      role = "aut",
                      comment = c(ORCID = "0000-0002-5197-2059")))
Author: Erick G.G. de Paz [aut, cre] (ORCID:
        <https://orcid.org/0000-0001-7878-8238>), Arturo
        Hernández-Aguirre [aut] (ORCID:
        <https://orcid.org/0000-0002-3744-9827>), Iván Cruz-Aceves
        [aut] (ORCID: <https://orcid.org/0000-0002-5197-2059>)
Maintainer: Erick G.G. de Paz <erick.giles@cimat.mx>
Description: Implements the Bi-objective Regression Tree (BORT) for
        efficiently learning vector-valued functions. Unlike
        traditional methods that rely on constructing multiple models
        or static scalarisation, BORT integrates the exploration of the
        Pareto front directly into a single tree's growth process. It
        provides high-efficiency, single-model approaches that can
        Pareto-dominate entire Pareto-consistent families of trees,
        supported by a C backend for fast computation. For more details
        see Paz (2026) <doi:10.1007/978-3-032-28393-1_2> and Paz (2025)
        <doi:10.1007/978-3-031-78401-9_2>.
License: GPL-2
Encoding: UTF-8
NeedsCompilation: yes
Date: 2026-07-01
Depends: R (>= 2.10.0)
Packaged: 2026-07-07 17:16:04 UTC; root
Repository: https://cran.r-universe.dev
Date/Publication: 2026-07-07 09:50:08 UTC
RemoteUrl: https://github.com/cran/BORT
RemoteRef: HEAD
RemoteSha: 4e8d2a2f68ba5052305edeaf2cde314fa462862c