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) .


Reference manual

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1.0 by Edoardo Vignotto, 3 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