Return vector of values from given interval
Print an instance of the farules
class Test whether x
is a valid object of the fsets
class
Fuzzy Rule-Based Ensemble (FRBE) of time-series forecasts
Convert the 'farules' object into a data frame
Return the first part of an instance of the fsets
class Extract consequent-part (RHS) of the rules in a list
Plot a 'fsets' object
Transform data into a set of linguistic fuzzy attributes
Compute rule base coverage of data
Print an instance of the frbe
class Evaluate the performance of the FRBE forecast
Compute forecast errors
Reduce the size of rule base
Return the first part of an instance of the farules
class Test whether x
is a valid object of the frbe
class
Implicational aggregation of rules' consequents into a fuzzy set
Searching for fuzzy association rules
Convert a 'fsets' object into matrix
Perform a Perception-based Logical Deduction (PbLD) with given rule-base on given dataset
Return the last part of an instance of the farules
class Convert fuzzy set into a crisp numeric value
Select several rows and columns from a data object
Determine whether the first set of predicates is more specific (or equal) than the other.
Linguistic Fuzzy Logic
Extract antecedent-part (LHS) of the rules in a list
Print an instance of the fsets
class A class of rules with statistical characteristics.
Return the last part of an instance of the fsets
class Compute membership degrees of values to the fuzzy set
Triangular norm
Combine several 'fsets' objects into a single one
A class of a table with several fuzzy sets.
Test whether x
is a valid object of the farules
class
Transform data into a set of fuzzy attributes using triangular or raised cosine shapes of
the fuzzy sets
Compute truth-degrees of rules on data
From a set of rules, remove each rule for which another rule exists that is more specific.