evclass: Evidential Distance-Based Classification
Version 1.1.1

Different evidential distance-based classifiers, which provide outputs in the form of Dempster-Shafer mass functions. The methods are: the evidential K-nearest neighbor rule and the evidential neural network.

AuthorThierry Denoeux
Date of publication2017-03-20 05:22:18 UTC
MaintainerThierry Denoeux <tdenoeux@utc.fr>
LicenseGPL-3
Version1.1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("evclass")

Getting started

Introduction to the evclass package

Popular man pages

decision: Decision rules for evidential classifiers
EkNNfit: Training of the EkNN classifier
evclass: evclass: A package for evidential classification
glass: Glass dataset
ionosphere: Ionosphere dataset
proDSinit: Initialization of parameters for the evidential neural...
vehicles: Vehicles dataset
See all...

All man pages Function index File listing

Man pages

decision: Decision rules for evidential classifiers
EkNNfit: Training of the EkNN classifier
EkNNinit: Initialization of parameters for the EkNN classifier
EkNNval: Classification of a test set by the EkNN classifier
evclass: evclass: A package for evidential classification
glass: Glass dataset
ionosphere: Ionosphere dataset
proDSfit: Training of the evidential neural network classifier
proDSinit: Initialization of parameters for the evidential neural...
proDSval: Classification of a test set by the evidential neural network...
vehicles: Vehicles dataset

Functions

Files

inst
inst/doc
inst/doc/Introduction.Rmd
inst/doc/Introduction.R
inst/doc/Introduction.html
NAMESPACE
data
data/vehicles.RData
data/glass.RData
data/ionosphere.RData
R
R/proDSinit.R
R/EkNNfit.R
R/classds.R
R/foncgradr2n.R
R/EkNNval.R
R/vehicles-data.R
R/glass-data.R
R/proDSfit.R
R/decision.R
R/gradientds.R
R/harris.R
R/proDSval.R
R/evclass.R
R/ionosphere-data.R
R/EkNNinit.R
R/optimds.R
vignettes
vignettes/Introduction.Rmd
vignettes/tdenoeux.bib
MD5
build
build/vignette.rds
DESCRIPTION
man
man/proDSfit.Rd
man/EkNNinit.Rd
man/EkNNfit.Rd
man/EkNNval.Rd
man/ionosphere.Rd
man/proDSval.Rd
man/evclass.Rd
man/decision.Rd
man/glass.Rd
man/proDSinit.Rd
man/vehicles.Rd
evclass documentation built on May 19, 2017, 11:53 p.m.

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