evtclass: 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) <arXiv:1808.09902>.

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Package details

AuthorEdoardo Vignotto [aut, cre] (<https://orcid.org/0000-0001-9870-8020>)
MaintainerEdoardo Vignotto <edoardo.vignotto@unige.ch>
Package repositoryView on CRAN
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evtclass documentation built on May 2, 2019, 4:16 a.m.