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FSinR  

Feature Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FSinR", "2.0.5")



Attach the package and use:
library("FSinR")
Maintained by
Alfonso Jiménez-Vílchez
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-12-22
Latest Update: 2020-11-23
Description:
Feature subset selection algorithms modularized in search algorithms and measure utilities. Full list and more information available at .
How to cite:
Alfonso Jiménez-Vílchez (2019). FSinR: Feature Selection. R package version 2.0.5, https://cran.r-project.org/web/packages/FSinR. Accessed 28 Mar. 2025.
Previous versions and publish date:
1.0.6 (2019-12-22 16:30), 1.0.8 (2020-03-08 11:10), 2.0.3 (2020-08-13 00:52), 2.0.5 (2020-11-23 11:50)
Other packages that cited FSinR R package
View FSinR citation profile
Other R packages that FSinR depends, imports, suggests or enhances
Functions, R codes and Examples using the FSinR R package
Some associated functions: IEConsistency . IEPConsistency . Jd . LCC . LasVegas . MDLC . ReliefFeatureSetMeasure . antColony . binaryConsistency . breadthFirst . chiSquared . cramer . deepFirst . determinationCoefficient . directFeatureSelection . directSearchAlgorithm . featureSelection . filterEvaluator . fscore . gainRatio . geneticAlgorithm . giniIndex . hillClimbing . hybridFeatureSelection . hybridSearchAlgorithm . isDataframeContinuous . isDataframeDiscrete . mutualInformation . normalizedRelief . normalizedReliefFeatureSetMeasure . relief . roughsetConsistency . searchAlgorithm . selectDifference . selectKBest . selectPercentile . selectSlope . selectThreshold . selectThresholdRange . sequentialBackwardSelection . sequentialFloatingBackwardSelection . sequentialFloatingForwardSelection . sequentialForwardSelection . simulatedAnnealing . symmetricalUncertain . tabu . whaleOptimization . wrapperEvaluator . 
Some associated R codes: Jd.R . LCC.R . RFSM.R . chi2.R . consistency.R . determinationCoefficient.R . directFeatureSelection.R . directSearchGenerator.R . discrete.R . entropy.R . exhaustiveSearch.R . fScore.R . featureSelection.R . filterGenerator.R . gini.R . hybridFeatureSelection.R . hybridSearchGenerator.R . localSearch.R . mdlc.R . metaheuristic.R . others.R . probabilistic.R . relief.R . searchGenerator.R . selectIndividualFeatures.R . sequentialSelection.R . wrapperGenerator.R .  Full FSinR package functions and examples
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