Scores of Nominal Outlyingness (SONO)

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) .


Reference manual

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install.packages("SONO")

1.2 by Efthymios Costa, 2 years ago


Browse source code at https://github.com/cran/SONO


Authors: Efthymios Costa [aut, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports data.table, DescTools, ggplot2, Rdpack, rje

Suggests knitr, rmarkdown


See at CRAN