Package: MLCOPULA 1.0.1

Rogelio Salinas Gutiérrez

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>.

Authors: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]

MLCOPULA_1.0.1.tar.gz
MLCOPULA_1.0.1.tar.gz(r-4.5-noble)MLCOPULA_1.0.1.tar.gz(r-4.4-noble)
MLCOPULA_1.0.1.tgz(r-4.4-emscripten)MLCOPULA_1.0.1.tgz(r-4.3-emscripten)
MLCOPULA.pdf |MLCOPULA.html✨
MLCOPULA/json (API)

# Install 'MLCOPULA' in R:
install.packages('MLCOPULA', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 480 downloads 3 exports 65 dependencies

Last updated 5 months agofrom:94b868dd9b. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 23 2025
R-4.5-linuxOKMar 23 2025
R-4.4-linuxOKMar 23 2025

Exports:classification_reportcopulaClassifiercopulaPredict

Dependencies:ADGofTestBHclicodetoolscolorspacecopulacpp11dotCall64evmixfansifarverfieldsforeachggplot2glueGRIDCOPULAgslgtableigraphisobanditeratorskde1dlabelinglatticelifecyclelimSolvelpSolvemagrittrmapsMASSMatrixmgcvmunsellmvtnormnlmenumDerivpcaPPpillarpkgconfigplyrpracmapsplinequadprogR6randtoolboxRColorBrewerRcppRcppEigenreshape2rlangrngWELLRsolnpscalesspamSparseMstablediststringistringrtibbletruncnormTSPutf8vctrsviridisLitewithr