Other packages > Find by keyword >

rgnoisefilt  

Elimination of Noisy Samples in Regression Datasets using Noise Filters
View on CRAN: Click here


Download and install rgnoisefilt package within the R console
Install from CRAN:
install.packages("rgnoisefilt")

Install from Github:
library("remotes")
install_github("cran/rgnoisefilt")

Install by package version:
library("remotes")
install_version("rgnoisefilt", "1.1.3")



Attach the package and use:
library("rgnoisefilt")
Maintained by
Juan Martin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-09-13
Latest Update: 2025-05-23
Description:
Traditional noise filtering methods aim at removing noisy samples from a classification dataset. This package adapts classic and recent filtering techniques for use in regression problems, and it also incorporates methods specifically designed for regression data. In order to do this, it uses approaches proposed in the specialized literature, such as Martin et al. (2021) [] and Arnaiz-Gonzalez et al. (2016) []. Thus, the goal of the implemented noise filters is to eliminate samples with noise in regression datasets.
How to cite:
Juan Martin (2023). rgnoisefilt: Elimination of Noisy Samples in Regression Datasets using Noise Filters. R package version 1.1.3, https://cran.r-project.org/web/packages/rgnoisefilt. Accessed 28 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:51), 1.1.1 (2023-09-13 11:30), 1.1.2 (2023-10-02 10:10)
Other packages that cited rgnoisefilt R package
View rgnoisefilt citation profile
Other R packages that rgnoisefilt depends, imports, suggests or enhances
Complete documentation for rgnoisefilt
Functions, R codes and Examples using the rgnoisefilt R package
Some associated functions: discCNN . discENN . discNCL . discTL . plot.rfdata . print.rfdata . regAENN . regBBNR . regCNN . regCVCF . regDF . regEF . regENN . regFMF . regGE . regHRRF . regIPF . regIRF . regRND . regRNN . rfCDF . rfDROP2 . rfDROP3 . rfMIF . summary.rfdata . 
Some associated R codes: discCNN.R . discENN.R . discNCL.R . discTL.R . regAENN.R . regBBNR.R . regCNN.R . regCVCF.R . regDF.R . regEF.R . regENN.R . regFMF.R . regGE.R . regHRRF.R . regIPF.R . regIRF.R . regRND.R . regRNN.R . rfCDF.R . rfDROP2.R . rfDROP3.R . rfMIF.R . rfdata.R . utility.R .  Full rgnoisefilt package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  
ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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