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:
smotefamily_1.4.0.tar.gz
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smotefamily.pdf |smotefamily.html✨
smotefamily/json (API)
| # Install 'smotefamily' in R: |
| install.packages('smotefamily', repos = c('https://reddertar.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 8 months agofrom:7161753bea. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 22 2024 |
| R-4.5-win | OK | Oct 22 2024 |
| R-4.5-linux | OK | Oct 22 2024 |
| R-4.4-win | OK | Oct 22 2024 |
| R-4.4-mac | OK | Oct 22 2024 |
| R-4.3-win | OK | Oct 22 2024 |
| R-4.3-mac | OK | Oct 22 2024 |
Exports:ADASANSBLSMOTEDBSMOTEgapkncountknearestn_dup_maxRSLSsample_generatorSLSSMOTE
Dependencies:clicpp11dbscanFNNgenericsglueigraphlatticelifecyclemagrittrMatrixpkgconfigRcpprlangvctrs
