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SONO  

Scores of Nominal Outlyingness (SONO)
View on CRAN: Click here


Download and install SONO package within the R console
Install from CRAN:
install.packages("SONO")

Install from Github:
library("remotes")
install_github("cran/SONO")

Install by package version:
library("remotes")
install_version("SONO", "1.2")



Attach the package and use:
library("SONO")
Maintained by
Efthymios Costa
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-03-22
Latest Update: 2025-04-07
Description:
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>.
How to cite:
Efthymios Costa (2025). SONO: Scores of Nominal Outlyingness (SONO). R package version 1.2, https://cran.r-project.org/web/packages/SONO. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:25), 1.1 (2025-03-22 12:50)
Other packages that cited SONO R package
View SONO citation profile
Other R packages that SONO depends, imports, suggests or enhances
Complete documentation for SONO
Functions, R codes and Examples using the SONO R package
Full SONO package functions and examples
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