Package: imbalanceDatRel 0.1.5
imbalanceDatRel: Relocated Data Oversampling for Imbalanced Data Classification
Relocates oversampled data from a specific oversampling method to cover area determined by pure and proper class cover catch digraphs (PCCCD). It prevents any data to be generated in class overlapping area.
Authors:
imbalanceDatRel_0.1.5.tar.gz
imbalanceDatRel_0.1.5.zip(r-4.5)imbalanceDatRel_0.1.5.zip(r-4.4)imbalanceDatRel_0.1.5.zip(r-4.3)
imbalanceDatRel_0.1.5.tgz(r-4.4-any)imbalanceDatRel_0.1.5.tgz(r-4.3-any)
imbalanceDatRel_0.1.5.tar.gz(r-4.5-noble)imbalanceDatRel_0.1.5.tar.gz(r-4.4-noble)
imbalanceDatRel_0.1.5.tgz(r-4.4-emscripten)imbalanceDatRel_0.1.5.tgz(r-4.3-emscripten)
imbalanceDatRel.pdf |imbalanceDatRel.html✨
imbalanceDatRel/json (API)
| # Install 'imbalanceDatRel' in R: |
| install.packages('imbalanceDatRel', repos = c('https://fatihsaglam.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/fatihsaglam/imbalancedatrel/issues
Last updated 7 months agofrom:1e5ac6b928. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 29 2024 |
| R-4.5-win | OK | Oct 29 2024 |
| R-4.5-linux | OK | Oct 29 2024 |
| R-4.4-win | OK | Oct 29 2024 |
| R-4.4-mac | OK | Oct 29 2024 |
| R-4.3-win | OK | Oct 29 2024 |
| R-4.3-mac | OK | Oct 29 2024 |
Exports:DatRelf_dominatef_relocateoversampleDatRel
Dependencies:FNNproxyRANNrcccdRcppRcppArmadilloRcppGSLRcppParallelRcppZigguratRfastrpartSMOTEWB
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Data Relocation for Resampled Data using Pure and Proper Class Cover Catch Digraph | DatRel |
| Determining cover balls | f_dominate |
| Relocation function | f_relocate |
| Oversampling and Data Relocation for Resampled Data | oversampleDatRel |
