CRAN/E | noisemodel

noisemodel

Noise Models for Classification Datasets

Installation

About

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.

Key Metrics

Version 1.0.2
R ≥ 3.5.0
Published 2022-10-17 560 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks noisemodel results

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Maintainer

Maintainer

José A. Sáez

joseasaezm@ugr.es

Authors

José A. Sáez

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

Introduction to the noisemodel package

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

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