MLCOPULA: Classification Models with Copula Functions

Provides several classifiers based on probabilistic models. These classifiers allow to model the dependence structure of continuous features through bivariate copula functions and graphical models, see Salinas-Gutiérrez et al. (2014) <doi:10.1007/s00180-013-0457-y>.

Getting started

Package details

AuthorRogelio Salinas Gutiérrez [aut, cre, cph] (<https://orcid.org/0000-0002-1669-4460>), Angélica Hernández Quintero [aut, cph] (<https://orcid.org/0009-0000-0400-1244>), Pedro Abraham Montoya Calzada [aut, cph] (<https://orcid.org/0009-0002-3497-210X>), Carlos Alberto López Hernández [aut, cph] (<https://orcid.org/0009-0000-9428-1293>), Juan Manuel Marquez Romero [aut, cph] (<https://orcid.org/0000-0002-5059-1174>)
MaintainerRogelio Salinas Gutiérrez <rsalinas@correo.uaa.mx>
LicenseGPL-3
Version1.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("MLCOPULA")

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MLCOPULA documentation built on Oct. 24, 2024, 1:06 a.m.