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Computes scores of outlyingness for data sets consisting of nominal variables and includes various evaluation metrics for assessing performance of outlier identification algorithms producing scores of outlyingness. The scores of nominal outlyingness are computed based on the framework of Costa and Papatsouma (2025) <doi:10.48550/arXiv.2408.07463>.
| Version: | 1.2 |
| Imports: | data.table (≥ 1.14.0), DescTools (≥ 0.99.0), ggplot2 (≥ 3.3.5), Rdpack (≥ 2.0), rje (≥ 0.9) |
| Suggests: | knitr, rmarkdown |
| Published: | 2025-04-07 |
| DOI: | 10.32614/CRAN.package.SONO |
| Author: | Efthymios Costa [aut, cre] |
| Maintainer: | Efthymios Costa <efthymios.costa17 at imperial.ac.uk> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| Citation: | SONO citation info |
| Materials: | README |
| CRAN checks: | SONO results |
| Reference manual: | SONO.pdf |
| Vignettes: |
Introduction to the SONO package (source, R code) |
| Package source: | SONO_1.2.tar.gz |
| Windows binaries: | r-devel: SONO_1.2.zip, r-release: SONO_1.2.zip, r-oldrel: SONO_1.2.zip |
| macOS binaries: | r-release (arm64): SONO_1.2.tgz, r-oldrel (arm64): SONO_1.2.tgz, r-release (x86_64): SONO_1.2.tgz, r-oldrel (x86_64): SONO_1.2.tgz |
| Old sources: | SONO archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.