Other packages > Find by keyword >

mlr3fselect  

Feature Selection for 'mlr3'
View on CRAN: Click here


Download and install mlr3fselect package within the R console
Install from CRAN:
install.packages("mlr3fselect")

Install from Github:
library("remotes")
install_github("cran/mlr3fselect")

Install by package version:
library("remotes")
install_version("mlr3fselect", "1.3.0")



Attach the package and use:
library("mlr3fselect")
Maintained by
Marc Becker
[Scholar Profile | Author Map]
First Published: 2020-08-23
Latest Update: 2023-03-02
Description:
Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3' learner. The package works with several optimization algorithms e.g. Random Search, Recursive Feature Elimination, and Genetic Search. Moreover, it can automatically optimize learners and estimate the performance of optimized feature sets with nested resampling.
How to cite:
Marc Becker (2020). mlr3fselect: Feature Selection for 'mlr3'. R package version 1.3.0, https://cran.r-project.org/web/packages/mlr3fselect. Accessed 03 May. 2025.
Previous versions and publish date:
0.2.0 (2020-08-23 12:40), 0.2.1 (2020-09-10 11:20), 0.3.0 (2020-09-22 17:30), 0.4.0 (2020-10-22 23:20), 0.4.1 (2020-10-30 06:20), 0.5.0 (2021-01-24 15:50), 0.5.1 (2021-03-09 12:00), 0.6.0 (2021-09-13 21:10), 0.6.1 (2022-01-20 17:02), 0.7.0 (2022-04-08 09:12), 0.7.1 (2022-05-03 15:40), 0.7.2 (2022-08-25 12:40), 0.8.0 (2022-11-16 13:10), 0.8.1 (2022-11-27 15:50), 0.9.0 (2022-12-21 15:00), 0.9.1 (2023-01-26 19:20), 0.10.0 (2023-02-21 12:40), 0.11.0 (2023-03-02 12:40), 0.12.0 (2024-03-09 12:30), 1.0.0 (2024-06-29 17:00), 1.1.0 (2024-09-09 21:00), 1.1.1 (2024-10-15 18:40), 1.2.0 (2024-10-25 20:10), 1.2.1 (2024-11-07 22:10)
Other packages that cited mlr3fselect R package
View mlr3fselect citation profile
Other R packages that mlr3fselect depends, imports, suggests or enhances
Complete documentation for mlr3fselect
Functions, R codes and Examples using the mlr3fselect R package
Some associated functions: ArchiveFSelect . AutoFSelector . CallbackFSelect . ContextEval . FSelectInstanceMultiCrit . FSelectInstanceSingleCrit . FSelector . FSelectorFromOptimizer . ObjectiveFSelect . auto_fselector . callback_fselect . extract_inner_fselect_archives . extract_inner_fselect_results . fs . fselect . fselect_nested . fsi . mlr3fselect-package . mlr3fselect.backup . mlr3fselect.svm_rfe . mlr_fselectors . mlr_fselectors_design_points . mlr_fselectors_exhaustive_search . mlr_fselectors_genetic_search . mlr_fselectors_random_search . mlr_fselectors_rfe . mlr_fselectors_rfecv . mlr_fselectors_sequential . mlr_fselectors_shadow_variable_search . reexports . 
Some associated R codes: ArchiveFSelect.R . AutoFSelector.R . CallbackFSelect.R . ContextEval.R . FSelectInstanceMultiCrit.R . FSelectInstanceSingleCrit.R . FSelector.R . FSelectorDesignPoints.R . FSelectorExhaustiveSearch.R . FSelectorFromOptimizer.R . FSelectorGeneticSearch.R . FSelectorRFE.R . FSelectorRFECV.R . FSelectorRandomSearch.R . FSelectorSequential.R . FSelectorShadowVariableSearch.R . ObjectiveFSelect.R . assertions.R . auto_fselector.R . bibentries.R . extract_inner_fselect_archives.R . extract_inner_fselect_results.R . fselect.R . fselect_nested.R . helper.R . mlr_callbacks.R . mlr_fselectors.R . reexports.R . sugar.R . zzz.R .  Full mlr3fselect package functions and examples
Downloads during the last 30 days
04/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for mlr3fselect406080100120140160TrendBars

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency  
farrell  
Interactive Interface to Data Envelopment Analysis Modeling
Allows the user to execute interactively radial data envelopment analysis models. The user has the a ...
Download / Learn more Package Citations See dependency  
grabsampling  
Probability of Detection for Grab Sample Selection
Functions for obtaining the probability of detection, for grab samples selection by using two differ ...
Download / Learn more Package Citations See dependency  
mlr3fselect  
Feature Selection for 'mlr3'
Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3 ...
Download / Learn more Package Citations See dependency  
TestDesign  
Optimal Test Design Approach to Fixed and Adaptive Test Construction
Uses the optimal test design approach by Birnbaum (1968, ISBN:9781593119348) and van der Linden (201 ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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