lfl: Linguistic Fuzzy Logic

Various algorithms related to linguistic fuzzy logic: mining for linguistic fuzzy association rules, composition of fuzzy relations, performing perception-based logical deduction (PbLD), and forecasting time-series using fuzzy rule-based ensemble (FRBE).

AuthorMichal Burda
Date of publication2016-04-22 15:30:25
MaintainerMichal Burda <michal.burda@osu.cz>
LicenseGPL (>= 3.0)
Version1.3

View on CRAN

Man pages

aggregate: Implicational aggregation of rules' consequents into a fuzzy...

algebra: Algebra for Fuzzy Sets

antecedents: Extract antecedent-part (LHS) of the rules in a list

as.data.frame.farules: Convert the 'farules' object into a data frame

as.matrix.fsets: Convert a 'fsets' object into matrix

cbind.fsets: Combine several 'fsets' objects into a single one

compose: Composition of Fuzzy Relations

consequents: Extract consequent-part (RHS) of the rules in a list

defuzz: Convert fuzzy set into a crisp numeric value

errors: Compute forecast errors

evalfrbe: Evaluate the performance of the FRBE forecast

farules: A class of rules with statistical characteristics.

fcut: Transform data into a set of fuzzy attributes using...

fire: Compute truth-degrees of rules on data

frbe: Fuzzy Rule-Based Ensemble (FRBE) of time-series forecasts

fsets: A class of a table with several fuzzy sets.

head.farules: Return the first part of an instance of the 'farules' class

head.fsets: Return the first part of an instance of the 'fsets' class

is.farules: Test whether 'x' is a valid object of the 'farules' class

is.frbe: Test whether 'x' is a valid object of the 'frbe' class

is.fsets: Test whether 'x' is a valid object of the 'fsets' class

is.specific: Determine whether the first set of predicates is more...

lcut: Transform data into a set of linguistic fuzzy attributes

lfl-package: Linguistic Fuzzy Logic

mult: Callback-based Multiplication of Matrices

pbld: Perform a Perception-based Logical Deduction (PbLD) with...

perceive: From a set of rules, remove each rule for which another rule...

plot.fsets: Plot a 'fsets' object

print.farules: Print an instance of the 'farules' class

print.frbe: Print an instance of the 'frbe' class

print.fsets: Print an instance of the 'fsets' class

rbcoverage: Compute rule base coverage of data

reduce: Reduce the size of rule base

searchrules: Searching for fuzzy association rules

sel: Select several rows and columns from a data object

slices: Return vector of values from given interval

tail.farules: Return the last part of an instance of the 'farules' class

tail.fsets: Return the last part of an instance of the 'fsets' class

triangle: Compute membership degrees of values to the fuzzy set

Functions

aggregate Man page
algebra Man page
antecedents Man page
as.data.frame.farules Man page
as.matrix.fsets Man page
cbind.fsets Man page
compose Man page
consequents Man page
defuzz Man page
evalfrbe Man page
farules Man page
fcut Man page
fcut.data.frame Man page
fcut.default Man page
fcut.matrix Man page
fcut.numeric Man page
fire Man page
frbe Man page
fsets Man page
goedel.biresiduum Man page
goedel.residuum Man page
goedel.tconorm Man page
goedel.tnorm Man page
goguen.biresiduum Man page
goguen.residuum Man page
goguen.tconorm Man page
goguen.tnorm Man page
head.farules Man page
head.fsets Man page
invol.neg Man page
is.algebra Man page
is.farules Man page
is.frbe Man page
is.fsets Man page
is.specific Man page
lcut Man page
lcut3 Man page
lcut3.data.frame Man page
lcut3.default Man page
lcut3.matrix Man page
lcut3.numeric Man page
lcut5 Man page
lcut5.data.frame Man page
lcut5.default Man page
lcut5.matrix Man page
lcut5.numeric Man page
lfl Man page
lfl-package Man page
lukas.biresiduum Man page
lukas.residuum Man page
lukas.tconorm Man page
lukas.tnorm Man page
mase Man page
mult Man page
pbld Man page
perceive Man page
pgoedel.tconorm Man page
pgoedel.tnorm Man page
pgoguen.tconorm Man page
pgoguen.tnorm Man page
plot.fsets Man page
plukas.tconorm Man page
plukas.tnorm Man page
print.farules Man page
print.frbe Man page
print.fsets Man page
raisedcos Man page
rbcoverage Man page
reduce Man page
rmse Man page
searchrules Man page
sel Man page
sel.farules Man page
sel.fsets Man page
slices Man page
smape Man page
specs Man page
strict.neg Man page
tail.farules Man page
tail.fsets Man page
triangle Man page
vars Man page

Files

lfl
lfl/inst
lfl/inst/CITATION
lfl/configure.ac
lfl/tests
lfl/tests/testthat
lfl/tests/testthat/test-lcut.numeric.R
lfl/tests/testthat/test-cbind.fsets.R
lfl/tests/testthat/test-rbcoverage.R
lfl/tests/testthat/test-is.specific.R
lfl/tests/testthat/test-perceive.R
lfl/tests/testthat/test-consequents.R
lfl/tests/testthat/test-sel.fsets.R
lfl/tests/testthat/test-fcut.factor.R
lfl/tests/testthat/test-searchrules.R
lfl/tests/testthat/test-fire.R
lfl/tests/testthat/test-aggregate.R
lfl/tests/testthat/test-compose.R
lfl/tests/testthat/test-lcut.data.frame.R
lfl/tests/testthat/test-reduce.R
lfl/tests/testthat/test-is.algebra.R
lfl/tests/testthat/test-mult.R
lfl/tests/testthat/test-lcut.matrix.R
lfl/tests/testthat/test-smape.R
lfl/tests/testthat/test-raisedcos.R
lfl/tests/testthat/test-rmse.R
lfl/tests/testthat/test-sel.farules.R
lfl/tests/testthat/test-mase.R
lfl/tests/testthat/test-defuzz.R
lfl/tests/testthat/test-slices.R
lfl/tests/testthat/test-antecedents.R
lfl/tests/testthat/test-triangle.R
lfl/tests/testthat/test-pbld.R
lfl/tests/testthat/test-fcut.numeric.R
lfl/tests/testthat/test-algebra.R
lfl/tests/testthat/test-frbe.R
lfl/tests/test-all.R
lfl/src
lfl/src/isSpecific.h
lfl/src/algebra.h
lfl/src/common.h
lfl/src/perceiveGlobal.cpp
lfl/src/search.h
lfl/src/search
lfl/src/search/Search.h
lfl/src/search/TrieExtension.h
lfl/src/search/LiftExtension.h
lfl/src/search/Task.h
lfl/src/search/Attribute.h
lfl/src/search/AbstractExtension.h
lfl/src/search/Data.h
lfl/src/search/CombinationTrie.h
lfl/src/search/Statistics.h
lfl/src/search/RuleQueue.h
lfl/src/search/UnlimitedStorage.h
lfl/src/search/TaskQueue.h
lfl/src/search/SearchConfig.h
lfl/src/search/DummyExtension.h
lfl/src/search/BasicExtension.h
lfl/src/search/Rule.h
lfl/src/search/AbstractStorage.h
lfl/src/search/BoundedStorage.h
lfl/src/search/IntervalStorage.h
lfl/src/reduce.h
lfl/src/common
lfl/src/common/Data.h
lfl/src/common/ChainCombiner.h
lfl/src/common/Chain.h
lfl/src/mult.cpp
lfl/src/isSpecific.cpp
lfl/src/pbld
lfl/src/pbld/Rule.h
lfl/src/reduce.cpp
lfl/src/Makevars.in
lfl/src/algebra.cpp
lfl/src/mult.h
lfl/src/reduce
lfl/src/reduce/Reduce.h
lfl/src/reduce/RuleQueue.h
lfl/src/reduce/ReduceConfig.h
lfl/src/reduce/Rule.h
lfl/src/search.cpp
lfl/src/Makevars.win
lfl/src/perceiveGlobal.h
lfl/NAMESPACE
lfl/R
lfl/R/frbe.R lfl/R/fset.R lfl/R/raisedcos.R lfl/R/lcut.R lfl/R/print.fsets.R lfl/R/consequents.R lfl/R/evalfrbe.R lfl/R/frbemodel.R lfl/R/slices.R lfl/R/aggregate.R lfl/R/is.algebra.R lfl/R/tail.farules.R lfl/R/searchrules.R lfl/R/reduce.R lfl/R/fcut.data.frame.R lfl/R/pbld.R lfl/R/rbcoverage.R lfl/R/is.frbe.R lfl/R/print.frbe.R lfl/R/rmse.R lfl/R/sel.fsets.R lfl/R/as.matrix.fsets.R lfl/R/lcut.matrix.R lfl/R/fcut.matrix.R lfl/R/antecedents.R lfl/R/mult.R lfl/R/defuzz.R lfl/R/smape.R lfl/R/head.farules.R lfl/R/specs.R lfl/R/plot.fsets.R lfl/R/lcut.numeric.R lfl/R/cbind.fsets.R lfl/R/fcut.R lfl/R/fsets.R lfl/R/algebra.R lfl/R/sel.farules.R lfl/R/head.fsets.R lfl/R/lcut.default.R lfl/R/fcut.numeric.R lfl/R/tail.fsets.R lfl/R/is.fsets.R lfl/R/lcut.data.frame.R lfl/R/vars.R lfl/R/compose.R lfl/R/fcut.default.R lfl/R/triangle.R lfl/R/is.farules.R lfl/R/farules.R lfl/R/perceive.R lfl/R/as.data.frame.farules.R lfl/R/print.farules.R lfl/R/is.specific.R lfl/R/mase.R lfl/R/sel.R lfl/R/fire.R
lfl/MD5
lfl/DESCRIPTION
lfl/configure
lfl/man
lfl/man/slices.Rd lfl/man/print.farules.Rd lfl/man/sel.Rd lfl/man/lcut.Rd lfl/man/is.specific.Rd lfl/man/compose.Rd lfl/man/perceive.Rd lfl/man/is.fsets.Rd lfl/man/evalfrbe.Rd lfl/man/frbe.Rd lfl/man/consequents.Rd lfl/man/print.fsets.Rd lfl/man/errors.Rd lfl/man/as.matrix.fsets.Rd lfl/man/rbcoverage.Rd lfl/man/tail.farules.Rd lfl/man/cbind.fsets.Rd lfl/man/is.frbe.Rd lfl/man/searchrules.Rd lfl/man/aggregate.Rd lfl/man/farules.Rd lfl/man/print.frbe.Rd lfl/man/fsets.Rd lfl/man/mult.Rd lfl/man/fcut.Rd lfl/man/plot.fsets.Rd lfl/man/tail.fsets.Rd lfl/man/defuzz.Rd lfl/man/lfl-package.Rd lfl/man/is.farules.Rd lfl/man/head.farules.Rd lfl/man/triangle.Rd lfl/man/reduce.Rd lfl/man/as.data.frame.farules.Rd lfl/man/head.fsets.Rd lfl/man/algebra.Rd lfl/man/antecedents.Rd lfl/man/pbld.Rd lfl/man/fire.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.