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FSinR (version 2.0.9)

Feature Selection in R

Description

Feature subset selection algorithms modularized in search algorithms and measure utilities.

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Version

Install

install.packages('FSinR')

Monthly Downloads

79

Version

2.0.9

License

GPL-3

Maintainer

Alfonso Jim<c3><a9>nez-V<c3><ad>lchez

Last Published

October 23rd, 2025

Functions in FSinR (2.0.9)

hybridFeatureSelection

Hybrid Feature Selection Proccess
featureSelection

Feature Selection Proccess
filterEvaluator

Filter measure generator
hillClimbing

Hill-Climbing
is.discrete

is.discrete(collection)
hybridSearchAlgorithm

Hybrid search algorithm generator
selectPercentile

Select Percentile
searchAlgorithm

Search algorithm generator
cramer

Cramer V measure
selectSlope

Select slope
giniIndex

Gini index measure
roughsetConsistency

Rough Set consistency measure
geneticAlgorithm

Genetic Algorithm
selectDifference

Select difference
isDataframeDiscrete

isDataFrameDiscrete(dataframe)
symmetricalUncertain

Symmetrical uncertain measure
simulatedAnnealing

Simulated Annealing
selectKBest

Select K best
isDataframeContinuous

isDataframeContinuous(dataframe)
mutualInformation

The mutual information measure
sequentialFloatingBackwardSelection

Sequential Floating Backward Selection
sequentialBackwardSelection

Sequential Backward Selection
normalizedRelief

Normalized Relief
tabu

Tabu Search
normalizedReliefFeatureSetMeasure

Relief Feature Set Measure evaluation measure
sequentialForwardSelection

Sequential Forward Selection
sequentialFloatingForwardSelection

Sequential Floating Forward Selection
relief

Relief
wrapperEvaluator

Wrapper measure generator
gainRatio

The gain ratio measure
selectThreshold

Select threshold
whaleOptimization

Whale Optimization Algorithm (Binary Whale Optimization Algorithm)
fscore

F-score measure
selectThresholdRange

Select threshold range
LasVegas

Las Vegas
breadthFirst

Breadth First Search (exhaustive search)
MDLC

MDLC evaluation measure
IEConsistency

Inconsistent Examples consistency measure
ReliefFeatureSetMeasure

Relief Feature Set Measure evaluation measure
IEPConsistency

Inconsistent Examples Pairs consistency measure
antColony

Ant Colony Optimization (Advanced Binary Ant Colony Optimization)
binaryConsistency

Binary consistency measure
chiSquared

Chi squared measure
directSearchAlgorithm

Direct search algorithm generator
Jd

Jd evaluation measure
LCC

Linear Consistency-Constrained algorithm
directFeatureSelection

Direct Feature Selection Proccess
deepFirst

Deep First Search (exhaustive search)
determinationCoefficient

R Squared, to continous features