Other packages > Find by keyword >

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 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:36), 1.0 (2018-11-16 17:40)
Other packages that cited evtclass R package
View evtclass citation profile
Other R packages that evtclass depends, imports, suggests or enhances
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA