Learn R Programming

FSinR (version 2.0.8)

Feature Selection

Description

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

Copy Link

Version

Install

install.packages('FSinR')

Monthly Downloads

79

Version

2.0.8

License

GPL-3

Maintainer

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

Last Published

October 20th, 2025

Functions in FSinR (2.0.8)

simulatedAnnealing

Simulated Annealing
hillClimbing

Hill-Climbing
selectKBest

Select K best
directSearchAlgorithm

Direct search algorithm generator
directFeatureSelection

Direct Feature Selection Proccess
selectDifference

Select difference
normalizedRelief

Normalized Relief
mutualInformation

The mutual information measure
roughsetConsistency

Rough Set consistency measure
wrapperEvaluator

Wrapper measure generator
filterEvaluator

Filter measure generator
searchAlgorithm

Search algorithm generator
symmetricalUncertain

Symmetrical uncertain measure
is.discrete

is.discrete(collection)
selectThresholdRange

Select threshold range
selectThreshold

Select threshold
hybridSearchAlgorithm

Hybrid search algorithm generator
sequentialFloatingForwardSelection

Sequential Floating Forward Selection
sequentialForwardSelection

Sequential Forward Selection
geneticAlgorithm

Genetic Algorithm
giniIndex

Gini index measure
selectSlope

Select slope
hybridFeatureSelection

Hybrid Feature Selection Proccess
selectPercentile

Select Percentile
whaleOptimization

Whale Optimization Algorithm (Binary Whale Optimization Algorithm)
tabu

Tabu Search
sequentialFloatingBackwardSelection

Sequential Floating Backward Selection
relief

Relief
normalizedReliefFeatureSetMeasure

Relief Feature Set Measure evaluation measure
sequentialBackwardSelection

Sequential Backward Selection
ReliefFeatureSetMeasure

Relief Feature Set Measure evaluation measure
LCC

Linear Consistency-Constrained algorithm
LasVegas

Las Vegas
breadthFirst

Breadth First Search (exhaustive search)
IEConsistency

Inconsistent Examples consistency measure
binaryConsistency

Binary consistency measure
MDLC

MDLC evaluation measure
antColony

Ant Colony Optimization (Advanced Binary Ant Colony Optimization)
IEPConsistency

Inconsistent Examples Pairs consistency measure
Jd

Jd evaluation measure
chiSquared

Chi squared measure
cramer

Cramer V measure
determinationCoefficient

R Squared, to continous features
deepFirst

Deep First Search (exhaustive search)
isDataframeContinuous

isDataframeContinuous(dataframe)
isDataframeDiscrete

isDataFrameDiscrete(dataframe)
fscore

F-score measure
featureSelection

Feature Selection Proccess
gainRatio

The gain ratio measure