R Observatory: Metrics for smotefamily version 1.4.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

smotefamily

1.4.0Package record

A Collection of Oversampling Techniques for Class Imbalance Problem Based on SMOTE

3packages dependsuggested by 1

165.7Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Wacharasak SiriseriwanCRAN page ↗

A collection of various oversampling techniques developed from SMOTE is provided. SMOTE is a oversampling technique which synthesizes a new minority instance between a pair of one minority instance and one of its K nearest neighbor. Other techniques adopt this concept with other criteria in order to generate balanced dataset for class imbalance problem.

Install

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

install.packages("smotefamily", 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-smotefamily

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-smotefamily

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-smotefamily

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: 1.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.4.0

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 13
Examples that run: 92%12 run in a plain check · 1 never run
Exported functions with examples: 100%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 62%

How these are measured

Downloads

165.7K

CRAN downloads in the past year

Rank #1,112 · ~454/day · ~13.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

13.5K30 days

32.9K90 days

165.7K1 year

Compare downloads with other packages →

Also on152 r2u1 autocran1.7K conda_forge

How downloads are counted

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing smotefamily adds 13 packages (9 with compiled code, 14 MB of source tarballs). Heaviest: igraph 4.8 MB, dbscan 3.8 MB, Rcpp 1.8 MB.

Depends (1)

R >= 3.0.0

Imports (3)

FNN dbscan igraph

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

1indirect

Imports 3

Suggested by 1

Depends, Imports or LinkingTo, most downloaded first

ebmc scutr npcs

Suggests, most downloaded first

mlr3pipelines

How these are counted

Code & Tests

People & History

People (1)

Wacharasak Siriseriwan

Author, Maintainer since 1.0 (2016)

Releases (6)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.4.0Latest
record
2024-03-14 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
1.3.1
record
2019-05-30 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.3
record
2018-12-18 · diff ↗
R
R 3.5.0 released · 2018-04-23
unarchivedReturned to CRAN
2018-01-30
1.2
record
2018-01-30 · diff ↗
archivedRemoved from CRAN
2018-01-23
check problems were not corrected in time
1.1
record
2017-08-11 · diff ↗

Show 3 earlier eventsHide 3 earlier events

R
R 3.4.0 released · 2017-04-21
1.0
record
2016-09-08
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-09-08
Total releases: 6 / 10 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.0.0
Download size: 11 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("smotefamily")

Format

Siriseriwan, W. (2024). smotefamily: A Collection of Oversampling Techniques for Class Imbalance Problem Based on SMOTE (Version 1.4.0) [Computer software]. https://doi.org/10.32614/CRAN.package.smotefamily

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 smotefamily version 1.4.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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