R Observatory: Metrics for FuzzyImputationTest version 0.5.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

FuzzyImputationTest

0.5.5Package record

Imputation Procedures and Quality Tests for Fuzzy Data

0packages depend

3.3Kdownloads / year

86.6%test coverage

13/13flavors OK

Overview

About

Maintained by Maciej RomaniukCRAN page ↗

Special procedures for the imputation of missing fuzzy numbers are still underdeveloped. The goal of the package is to provide the new d-imputation method (DIMP for short, Romaniuk, M. and Grzegorzewski, P. (2023) "Fuzzy Data Imputation with DIMP and FGAIN" RB/23/2023) and covert some classical ones applied in R packages ('missForest','miceRanger','knn') for use with fuzzy datasets. Additionally, specially tailored benchmarking tests are provided to check and compare these imputation procedures with fuzzy datasets.

Install

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

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

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

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-fuzzyimputationtest

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-FuzzyImputationTest

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-FuzzyImputationTest

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: 2.1 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
OK13 OK2026-05-02

Show 2 earlier changesHide 2 earlier changes

ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.5.5

READMEYes · 607 wordsVignettesYes · 1 · staticNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 19
Examples that run: 100%17 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 26%

Vignettes (1)

Benchmarking imputation methods for fuzzy datasets PDF

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #10,435 · ~9/day · ~271/mo

Releases R versions

Daily download trend is not available in this view yet.

38430 days

97890 days

3.3K1 year

Compare downloads with other packages →

Also on437 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing FuzzyImputationTest adds 132 packages (71 with compiled code, 111 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.5.0

Imports (10)

statsmethodsFuzzySimRes FuzzyNumbers missForest miceRanger VIMutilsFuzzyResampling mice

LinkingTo (0)

none

Suggests (2)

testthat R.rsp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Maciej Romaniuk

Maintainer since 0.2.0 (2024), Author

Releases (11)

Pick two releases to compare their code metrics.

0.5.5Latest
record
2026-06-22 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.5.2
record
2025-10-29 · diff ↗
0.5.1
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2025-05-15 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.5.0
record
2025-03-26 · diff ↗
0.4.0
record
2025-01-24 · diff ↗
0.3.8
record
2024-12-20 · diff ↗ ·
removed 5 exports
distanceNames, errorTypes, measuresTypes, setsNames, testsNames
0.3.6
record
2024-12-11 · diff ↗
0.3.4
record
2024-10-30 · diff ↗
0.3.3
record
2024-10-09 · diff ↗ ·
added 6 exports
distanceNames, errorTypes, measuresTypes, methodNames, setsNames, testsNames
0.3.0
record
2024-09-27 · diff ↗ ·
added 1 export
MethodsComparison
0.2.0
record
2024-09-09
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-09-09
Total releases: 11 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Download size: 258 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("FuzzyImputationTest")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1016/j.jocs.2025.102738, 10.61822/amcs-2026-0016.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for FuzzyImputationTest version 0.5.5 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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