A Collection of Outlier Ensemble Algorithms

Ensemble functions for outlier/anomaly detection. There is a new ensemble method proposed using Item Response Theory. Existing outlier ensemble methods from Schubert et al (2012) , Chiang et al (2017) and Aggarwal and Sathe (2015) are also included.


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install.packages("outlierensembles")

0.1.0 by Sevvandi Kandanaarachchi, 2 months ago


https://sevvandi.github.io/outlierensembles/


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


Authors: Sevvandi Kandanaarachchi [aut, cre]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports airt, EstCRM, psych, apcluster

Suggests DDoutlier, knitr, rmarkdown, ggplot2


See at CRAN