noisemodel: 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) <doi:10.3390/math10203736> that allow corrupting class labels, attributes and both simultaneously.

Package details

AuthorJosé A. Sáez [aut, cre]
MaintainerJosé A. Sáez <joseasaezm@ugr.es>
LicenseGPL (>= 3)
Version1.0.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("noisemodel")

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noisemodel documentation built on Oct. 17, 2022, 9:05 a.m.