Package: regfilter
Version: 1.0.2
Title: Elimination of Noisy Samples in Regression Datasets using Noise
        Filters
Authors@R: c(
    person(given = "Juan",
           family = "Martin",
           role = c("aut", "cre"),
           email = "juanmartin@usal.es"),
	person(given = "José A.",
	       family = "Sáez",
	       role = c("aut"),
	       email = "joseasaezm@ugr.es"),
	person(given = "Emilio",
	       family = "Corchado",
	       role = c("aut"),
	       email = "escorchado@usal.es"),
	person(given = "Pablo",
	       family = "Morales",
	       role = c("ctb"),
	       comment= "Author of the NoiseFiltersR package"),
	person(given = "Julian",
	       family = "Luengo",
	       role = c("ctb"),
	       comment= "Author of the NoiseFiltersR package"),
	person(given = "Luis P.F.",
	       family = "Garcia",
	       role = c("ctb"),
		   comment= "Author of the NoiseFiltersR package"),
	person(given = "Ana C.",
	       family = "Lorena",
	       role = c("ctb"),
		   comment= "Author of the NoiseFiltersR package"),
	person(given = "Andre C.P.L.F.",
	       family = "de Carvalho",
	       role = c("ctb"),
		   comment= "Author of the NoiseFiltersR package"),
	person(given = "Francisco",
	       family = "Herrera",
	       role = c("ctb"),
		   comment= "Author of the NoiseFiltersR package")
		   )
Description: Traditional noise filtering methods aim at removing noisy samples from a classification dataset. This package adapts classic and recent filtering techniques to be used in regression problems. To do this, it uses the approach proposed in Martin (2021) [<doi:10.1109/ACCESS.2021.3123151>]. Thus, the goal of the implemented noise filters is to eliminate samples with noise in regression datasets.
License: GPL (>= 3)
URL: https://github.com/juanmartinsantos/regfilter
Depends: R (>= 3.2.0)
Imports: e1071, FNN, gbm, modelr, nnet, randomForest, rpart
Encoding: UTF-8
RoxygenNote: 7.1.2
NeedsCompilation: no
Author: Juan Martin [aut, cre],
  José A. Sáez [aut],
  Emilio Corchado [aut],
  Pablo Morales [ctb] (Author of the NoiseFiltersR package),
  Julian Luengo [ctb] (Author of the NoiseFiltersR package),
  Luis P.F. Garcia [ctb] (Author of the NoiseFiltersR package),
  Ana C. Lorena [ctb] (Author of the NoiseFiltersR package),
  Andre C.P.L.F. de Carvalho [ctb] (Author of the NoiseFiltersR package),
  Francisco Herrera [ctb] (Author of the NoiseFiltersR package)
Maintainer: Juan Martin <juanmartin@usal.es>
Repository: CRAN
Date/Publication: 2022-03-10 11:00:08 UTC
Suggests: testthat (>= 3.0.0), knitr, rmarkdown
Config/testthat/edition: 3
VignetteBuilder: knitr
Packaged: 2022-03-09 17:19:04 UTC; jmsantos
Built: R 4.1.3; ; 2023-04-17 19:38:07 UTC; windows
