rgnoisefilt

1.1.3

Elimination of Noisy Samples in Regression Datasets using Noise Filters

0packages depend

6.2Kdownloads / year

93.5%test coverage

12/13checks pass

Overview

About

Maintained by Juan MartinFirst published 2023-09-133 releasesCRAN page ↗GitHub ↗

Traditional noise filtering methods aim at removing noisy samples from a classification dataset. This package adapts classic and recent filtering techniques for use in regression problems, and it also incorporates methods specifically designed for regression data. In order to do this, it uses approaches proposed in the specialized literature, such as Martin et al. (2021) [doi:10.1109/ACCESS.2021.3123151] and Arnaiz-Gonzalez et al. (2016) [doi:10.1016/j.eswa.2015.12.046]. Thus, the goal of the implemented noise filters is to eliminate samples with noise in regression datasets.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("rgnoisefilt", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("juanmartinsantos/rgnoisefilt")

Development version from juanmartinsantos/rgnoisefilt. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rgnoisefilt

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-rgnoisefilt

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-rgnoisefilt

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 6.2 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.84

93.5%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 88%

Downloads

6.2K

CRAN downloads in the past year

Rank #7,654 · ~17/day · ~517/mo

Releases R versions

Daily download trend is not available in this view yet.

24930 days

1.3K90 days

6.2K1 year

Compare downloads with other packages →

Also on99 r2u

Repository

GitHub ↗ juanmartinsantos/rgnoisefilt

2Stars

0Forks

0Open issues

0Open PRs

0Releases

18Commits

1Contributors

r-packageregression

18 commits · Last activity 2025-05-24

Stars over time

2024-02-08 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

Checks run against github.com/juanmartinsantos/rgnoisefilt on 2026-07-31.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.2.0

Imports (13)

e1071 FNN gbm modelrnnetrandomForestrpartarules infotheo entropy ggplot2classkknn

LinkingTo (0)

none

Suggests (3)

testthat knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (9)

Maintainer (1)

Juan Martin

Author, Maintainer

Authors (3)

Juan Martin

Author, Maintainer

Emilio Corchado

Author

José A. Sáez

Author

Contributors (6)

Contributor

Contributor

Contributor

Contributor

Contributor

Andre C.P.L.F. de Carvalho

Contributor

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.1.3Latest
2025-05-23 · current release · diff ↗
unarchivedReturned to CRAN
2025-05-23
archivedRemoved from CRAN
2025-05-15
requires archived package 'kknn'
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.1.2
2023-10-02 · diff ↗
1.1.1
2023-09-13
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-09-13
Total releases: 3 / 3 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.2.0
Download size: 64 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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