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

Files in this package

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

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