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:
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')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 months agofrom:94b868dd9b. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 23 2024 |
| R-4.5-linux | OK | Dec 23 2024 |
Exports:classification_reportcopulaClassifiercopulaPredict
Dependencies:ADGofTestBHclicodetoolscolorspacecopulacpp11dotCall64evmixfansifarverfieldsforeachggplot2glueGRIDCOPULAgslgtableigraphisobanditeratorskde1dlabelinglatticelifecyclelimSolvelpSolvemagrittrmapsMASSMatrixmgcvmunsellmvtnormnlmenumDerivpcaPPpillarpkgconfigplyrpracmapsplinequadprogR6randtoolboxRColorBrewerRcppRcppEigenreshape2rlangrngWELLRsolnpscalesspamSparseMstablediststringistringrtibbletruncnormTSPutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculates classification performance metrics. | classification_report |
| Trains a classification model using copula functions. | copulaClassifier |
| Gets predictions from a classification model. | copulaPredict |