Selecting Attributes


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Documentation for package ‘FSelector’ version 0.34

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FSelector-package Package for selecting attributes
as.simple.formula Converting to formulas
backward.search Greedy search
best.first.search Best-first search
cfs CFS filter
chi.squared Chi-squared filter
consistency Consistency-based filter
cutoff.biggest.diff Cutoffs
cutoff.k Cutoffs
cutoff.k.percent Cutoffs
exhaustive.search Exhaustive search
forward.search Greedy search
FSelector Package for selecting attributes
gain.ratio Entropy-based filters
hill.climbing.search Hill climbing search
information.gain Entropy-based filters
linear.correlation Correlation filter
oneR OneR algorithm
random.forest.importance RandomForest filter
rank.correlation Correlation filter
relief RReliefF filter
symmetrical.uncertainty Entropy-based filters