Implementation of models for the controlled introduction of errors in classification datasets. This package contains the noise models described in Saez (2022) <doi:10.3390/math10203736> that allow corrupting class labels, attributes and both simultaneously.
Version: 1.0.2 Depends: R (≥ 3.5.0) Imports: caret, nnet, e1071, FNN, classInt, ggplot2, ExtDist, lsr, stringr, RColorBrewer, RSNNS, C50 Suggests: knitr, rmarkdown, testthat (≥ 3.0.0) Published: 2022-10-17 DOI: 10.32614/CRAN.package.noisemodel Author: José A. Sáez [aut, cre] Maintainer: José A. Sáez <joseasaezm at ugr.es> License: GPL (≥ 3) NeedsCompilation: no Materials: NEWS CRAN checks: noisemodel results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=noisemodel to link to this page.
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