Extreme Value Theory for Open Set Classification - GPD and GEV Classifiers

Two classifiers for open set recognition and novelty detection based on extreme value theory. The first classifier is based on the generalized Pareto distribution (GPD) and the second classifier is based on the generalized extreme value (GEV) distribution. For details, see Vignotto, E., & Engelke, S. (2018) .


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install.packages("evtclass")

1.0 by Edoardo Vignotto, 2 years ago


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


Authors: Edoardo Vignotto [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports RANN, evd, fitdistrplus


See at CRAN