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>.
| Version: | 1.0.0 |
| Imports: | copula, igraph, GRIDCOPULA, kde1d, pracma, TSP |
| Published: | 2024-06-06 |
| DOI: | 10.32614/CRAN.package.MLCOPULA |
| Author: | Rogelio Salinas Gutiérrez
 [aut, cre,
cph],
Angélica Hernández Quintero
[aut, cph],
Pedro Abraham Montoya Calzada
[aut, cph],
Carlos Alberto López Hernández
[aut, cph],
Juan Manuel Marquez Romero
[aut, cph] |
| Maintainer: | Rogelio Salinas Gutiérrez <rsalinas at correo.uaa.mx> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | MLCOPULA results |
Documentation:
| Reference manual: | MLCOPULA.pdf |
Downloads:
| Package source: | MLCOPULA_1.0.0.tar.gz |
| Windows binaries: | r-devel: MLCOPULA_1.0.0.zip, r-release: MLCOPULA_1.0.0.zip, r-oldrel: MLCOPULA_1.0.0.zip |
| macOS binaries: | r-release (arm64): MLCOPULA_1.0.0.tgz, r-oldrel (arm64): MLCOPULA_1.0.0.tgz, r-release (x86_64): MLCOPULA_1.0.0.tgz, r-oldrel (x86_64): MLCOPULA_1.0.0.tgz |
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