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