evclass: Evidential Distance-Based Classification

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.

Author
Thierry Denoeux
Date of publication
2016-07-01 13:54:48
Maintainer
Thierry Denoeux <tdenoeux@utc.fr>
License
GPL-3
Version
1.1.0

View on CRAN

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

Files in this package

evclass
evclass/inst
evclass/inst/doc
evclass/inst/doc/Introduction.Rmd
evclass/inst/doc/Introduction.R
evclass/inst/doc/Introduction.html
evclass/NAMESPACE
evclass/data
evclass/data/vehicles.RData
evclass/data/glass.RData
evclass/data/ionosphere.RData
evclass/R
evclass/R/proDSinit.R
evclass/R/EkNNfit.R
evclass/R/classds.R
evclass/R/foncgradr2n.R
evclass/R/EkNNval.R
evclass/R/vehicles-data.R
evclass/R/glass-data.R
evclass/R/proDSfit.R
evclass/R/decision.R
evclass/R/gradientds.R
evclass/R/harris.R
evclass/R/proDSval.R
evclass/R/evclass.R
evclass/R/ionosphere-data.R
evclass/R/EkNNinit.R
evclass/R/optimds.R
evclass/vignettes
evclass/vignettes/Introduction.Rmd
evclass/vignettes/tdenoeux.bib
evclass/MD5
evclass/build
evclass/build/vignette.rds
evclass/DESCRIPTION
evclass/man
evclass/man/proDSfit.Rd
evclass/man/EkNNinit.Rd
evclass/man/EkNNfit.Rd
evclass/man/EkNNval.Rd
evclass/man/ionosphere.Rd
evclass/man/proDSval.Rd
evclass/man/evclass.Rd
evclass/man/decision.Rd
evclass/man/glass.Rd
evclass/man/proDSinit.Rd
evclass/man/vehicles.Rd