R: Feature Selection in R

# Feature Selection in R

## Documentation for package ‘FSinR’ version 2.0.10

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Code demos. Use demo() to run them.
- Package NEWS

## Help Pages

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
filterEvaluator | Filter measure generator
fscore | F-score measure
gainRatio | The gain ratio measure
geneticAlgorithm | Genetic Algorithm
giniIndex | Gini index measure
hillClimbing | Hill-Climbing
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)
isDataframeDiscrete | isDataFrameDiscrete(dataframe)
Jd | Jd evaluation measure
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