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