R Observatory: Metrics for rgnoisefilt version 1.1.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rgnoisefilt

1.1.3Package record

Elimination of Noisy Samples in Regression Datasets using Noise Filters

0packages depend

5.7Kdownloads / year

93.5%test coverage

13/13flavors OK

Overview

About

Maintained by Juan MartinCRAN 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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 5.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.3

READMENoVignettesYes · 1 · dynamicNEWSYes · 67% structured · does not mention 1.1.3Citation fileYes · computed when R runs itWebsitenot declared in DESCRIPTION

Help pages: 25
Examples that run: 100%25 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 88%

Vignettes (1)

rgnoisefilt HTML

How these are measured

Downloads

5.7K

CRAN downloads in the past year

Rank #11,060 · ~16/day · ~476/mo

Releases R versions

Daily download trend is not available in this view yet.

34030 days

95690 days

5.7K1 year

Compare downloads with other packages →

Also on68 r2u1 autocran

How downloads are counted

Repository

juanmartinsantos/rgnoisefilt ↗Account: juanmartinsantos

2Stars

0Forks

0Open issues

0Open PRs

0Releases

18Commits

1Commit identities

r-packageregression

18 commits · Last activity 2025-05-24

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2024-02-08 · 22026-07-07 · 2

How these are measured

PracticesBeta

Checks run against github.com/juanmartinsantos/rgnoisefilt on 2026-10-21.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing rgnoisefilt adds 42 packages (25 with compiled code, 37 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, igraph 4.8 MB.

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.

How these are counted

Code & Tests

Datasets

People & History

People (9)

Juan Martin

Author, Maintainer since 1.1.1 (2023)

Emilio Corchado

Author

José A. Sáez

Author

Luis P.F. Garcia

Contributor