Evaluates the entire population for the Global Fitness computation procedure.
Launch a web interface for use the algorithms easily.
Performs the FuGePSD crossover function.
Creates a random general rule
Non-dominated Multi-objective Evolutionary algorithm for Extracting Fuzzy rules in Subgroup Discovery (NMEEF-SD)
S3 function to summary a keel object
Calcultes the Fuzzy Reasoning Method for all examples for a given rule population
Performs tournament selection for the FuGePSD algorithm
Evaluate a single rule.
S3 function to print in console the contents of the dataset
modifyFuzzyCrispIntervals
Modifiy the number of Fuzzy Labels of the dataset.
Add a new random variable to the antecedent of the rule.
Create a new rule by mixing the antecedent part of two rules.
Parse a time differente to "x hours, y minutes and z seconds"
Remove completely the antecedent part of a rule.
Return the compatibility degrees of a rule with all instances of a given dataset.
Reads a KEEL data format file or an ARFF data format file.
Haberman survival data set
Car evaluation dataset
Creates a keel object from a data.frame
Change randomly a label associated to the rule with a non-existing label on the rule
Multiobjective Evolutionary Subgroup DIscovery Fuzzy rules (MESDIF) Algorithm
Runs a token competition procedure.
Rule.toCANVectorRepresentation
Converts a rule antecedent to a CANONICA vector representation
Writes rules into a human-readable format into a file.
German Credit data set
German Credit data set
SDR: A package for Subgroup Discovery algorithms in R
Change the target Variable of a 'keel' Dataset
Subgroup Discovery Iterative Genetic Algorithm (SDIGA)
Saves a keel dataset into a KEEL dataset format file.
Fuzzy Genetic Programming-based learning for Subgroup Discovery (FuGePSD) Algorithm.
Adds a new random label to the variable selected in the rule.
Improved table creation for .get_values6
Haberman survival data set
Delete a random variable from a rule
Add one or a set of instances to a KEEL dataset.
Reads an ARFF file
Perfom the mutation operator for FuGePSD algorithm.
Car evaluation dataset
Prints parameters information aboute the execution of the algorithm in console and in the output file
specified by this parameters.
Writes rules into a human-readable format into a file.