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.


Reference manual

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0.1.0 by Sevvandi Kandanaarachchi, 4 months ago


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