FSinR2.0.10 package

Feature Selection in R

antColony

Ant Colony Optimization (Advanced Binary Ant Colony Optimization)

binaryConsistency

Binary consistency measure

breadthFirst

Breadth First Search (exhaustive search)

chiSquared

Chi squared measure

cramer

Cramer V measure

deepFirst

Deep First Search (exhaustive search)

determinationCoefficient

R Squared, to continous features

directFeatureSelection

Direct Feature Selection Proccess

directSearchAlgorithm

Direct search algorithm generator

featureSelection

Feature Selection Proccess

hillClimbing

Hill-Climbing

Jd

Jd evaluation measure

isDataframeDiscrete

isDataFrameDiscrete(dataframe)

filterEvaluator

Filter measure generator

fscore

F-score measure

gainRatio

The gain ratio measure

geneticAlgorithm

Genetic Algorithm

giniIndex

Gini index measure

hybridFeatureSelection

Hybrid Feature Selection Proccess

hybridSearchAlgorithm

Hybrid search algorithm generator

IEConsistency

Inconsistent Examples consistency measure

IEPConsistency

Inconsistent Examples Pairs consistency measure

is.discrete

is.discrete(collection)

isDataframeContinuous

isDataframeContinuous(dataframe)

LasVegas

Las Vegas

LCC

Linear Consistency-Constrained algorithm

MDLC

MDLC evaluation measure

mutualInformation

The mutual information measure

normalizedRelief

Normalized Relief

normalizedReliefFeatureSetMeasure

Relief Feature Set Measure evaluation measure

relief

Relief

ReliefFeatureSetMeasure

Relief Feature Set Measure evaluation measure

roughsetConsistency

Rough Set consistency measure

searchAlgorithm

Search algorithm generator

selectDifference

Select difference

selectKBest

Select K best

selectPercentile

Select Percentile

selectSlope

Select slope

selectThreshold

Select threshold

selectThresholdRange

Select threshold range

sequentialBackwardSelection

Sequential Backward Selection

sequentialFloatingBackwardSelection

Sequential Floating Backward Selection

sequentialFloatingForwardSelection

Sequential Floating Forward Selection

sequentialForwardSelection

Sequential Forward Selection

simulatedAnnealing

Simulated Annealing

symmetricalUncertain

Symmetrical uncertain measure

tabu

Tabu Search

whaleOptimization

Whale Optimization Algorithm (Binary Whale Optimization Algorithm)

wrapperEvaluator

Wrapper measure generator

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

  • Maintainer: Alfonso Jiménez-Vílchez
  • License: GPL-3
  • Last published: 2025-11-12