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evtclass  

Extreme Value Theory for Open Set Classification - GPD and GEV Classifiers
View on CRAN: Click here


Download and install evtclass package within the R console
Install from CRAN:
install.packages("evtclass")

Install from Github:
library("remotes")
install_github("cran/evtclass")

Install by package version:
library("remotes")
install_version("evtclass", "1.0")



Attach the package and use:
library("evtclass")
Maintained by
Edoardo Vignotto
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-11-16
Latest Update: 2018-11-16
Description:
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) .
How to cite:
Edoardo Vignotto (2018). evtclass: Extreme Value Theory for Open Set Classification - GPD and GEV Classifiers. R package version 1.0, https://cran.r-project.org/web/packages/evtclass. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:36), 1.0 (2018-11-16 17:40)
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Complete documentation for evtclass
Functions, R codes and Examples using the evtclass R package
Some associated functions: LETTER . gevcTest . gevcTrain . gpdcTest . gpdcTrain . 
Some associated R codes: LETTER.R . gevcTest.R . gevcTrain.R . gpdcTest.R . gpdcTrain.R .  Full evtclass package functions and examples
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