Package: MLCOPULA 1.0.0

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_1.0.0.tar.gz
MLCOPULA_1.0.0.tar.gz(r-4.5-noble)MLCOPULA_1.0.0.tar.gz(r-4.4-noble)
MLCOPULA_1.0.0.tgz(r-4.4-emscripten)MLCOPULA_1.0.0.tgz(r-4.3-emscripten)
MLCOPULA.pdf |MLCOPULA.html✨
MLCOPULA/json (API)

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2 exports 0.00 score 65 dependencies 748 downloads

Last updated 3 months agofrom:68111a76ff. Checks:OK: 2. Indexed: yes.

Exports:copulaClassifiercopulaPredict

Dependencies:ADGofTestBHclicodetoolscolorspacecopulacpp11dotCall64evmixfansifarverfieldsforeachggplot2glueGRIDCOPULAgslgtableigraphisobanditeratorskde1dlabelinglatticelifecyclelimSolvelpSolvemagrittrmapsMASSMatrixmgcvmunsellmvtnormnlmenumDerivpcaPPpillarpkgconfigplyrpracmapsplinequadprogR6randtoolboxRColorBrewerRcppRcppEigenreshape2rlangrngWELLRsolnpscalesspamSparseMstablediststringistringrtibbletruncnormTSPutf8vctrsviridisLitewithr