CRAN/E | evtclass

evtclass

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

Installation

About

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) .

Key Metrics

Version 1.0
R ≥ 3.4.0
Published 2018-11-16 1988 days ago
Needs compilation? no
License GPL-3
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Maintainer

Maintainer

Edoardo Vignotto

edoardo.vignotto@unige.ch

Authors

Edoardo Vignotto

aut / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.4.0

Imports

RANN
evd
fitdistrplus