Other packages > Find by keyword >

ExhaustiveSearch  

A Fast and Scalable Exhaustive Feature Selection Framework
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ExhaustiveSearch", "1.0.1")



Attach the package and use:
library("ExhaustiveSearch")
Maintained by
Rudolf Jagdhuber
[Scholar Profile | Author Map]
First Published: 2021-01-15
Latest Update: 2021-01-18
Description:
The goal of this package is to provide an easy to use, fast and scalable exhaustive search framework. Exhaustive feature selections typically require a very large number of models to be fitted and evaluated. Execution speed and memory management are crucial factors here. This package provides solutions for both. Execution speed is optimized by using a multi-threaded C++ backend, and memory issues are solved by by only storing the best results during execution and thus keeping memory usage constant.
How to cite:
Rudolf Jagdhuber (2021). ExhaustiveSearch: A Fast and Scalable Exhaustive Feature Selection Framework. R package version 1.0.1, https://cran.r-project.org/web/packages/ExhaustiveSearch. Accessed 01 May. 2025.
Previous versions and publish date:
1.0.0 (2021-01-15 11:20)
Other packages that cited ExhaustiveSearch R package
View ExhaustiveSearch citation profile
Other R packages that ExhaustiveSearch depends, imports, suggests or enhances
Complete documentation for ExhaustiveSearch
Functions, R codes and Examples using the ExhaustiveSearch R package
Some associated functions: ExhaustiveSearch . getFeatures . print.ExhaustiveSearch . resultTable . 
Some associated R codes: ExhaustiveSearch-package.R . ExhaustiveSearch.R . RcppExports.R . print.R . resultFunctions.R .  Full ExhaustiveSearch package functions and examples
Downloads during the last 30 days
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for ExhaustiveSearch02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

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  
pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  
geofabrik  
Downloading Open Street Map Data
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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