Package: smotefamily 1.4.0

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

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.

Authors:Wacharasak Siriseriwan [aut, cre]

smotefamily_1.4.0.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
smotefamily/json (API)

# Install 'smotefamily' in R:
install.packages('smotefamily', repos = c('https://reddertar.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

5.79 score 2 stars 4 packages 796 scripts 11k downloads 3 mentions 12 exports 15 dependencies

Last updated from:7161753bea. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK110
source / vignettesOK194
linux-releaseOK110
macos-releaseOK182
macos-oldrelOK166
windows-develOK84
windows-releaseOK84
windows-oldrelOK69
wasm-releaseOK84

Exports:ADASANSBLSMOTEDBSMOTEgapkncountknearestn_dup_maxRSLSsample_generatorSLSSMOTE

Dependencies:clicpp11dbscanFNNgenericsglueigraphlatticelifecyclemagrittrMatrixpkgconfigRcpprlangvctrs