Noise Models for Classification Datasets

Implementation of models for the controlled introduction of errors in classification datasets. This package contains the noise models described in Saez (2022) that allow corrupting class labels, attributes and both simultaneously.


Reference manual

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install.packages("noisemodel")

1.0.2 by José A. Sáez, 4 years ago


Browse source code at https://github.com/cran/noisemodel


Authors: José A. Sáez [aut, cre]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports caret, nnet, e1071, FNN, classInt, ggplot2, ExtDist, lsr, stringr, RColorBrewer, RSNNS, C50

Suggests knitr, rmarkdown, testthat


See at CRAN