keel.Algorithms.Associative_Classification.ClassifierFuzzyCFAR

Class Apriori

java.lang.Object

keel.Algorithms.Associative_Classification.ClassifierFuzzyCFAR.Apriori

public class Apriori
extends java.lang.Object

This class mines the frecuent fuzzy itemsets and the fuzzy classification associacion rules

Since:

JDK1.5

Version:

1.0

Author:

Written by Jesus Alcala (University of Granada) 09/02/2010

Constructor Summary

Constructors

Constructor and Description
Apriori() Default Constructor.
Apriori(double minpsup, double minpconf, double MS, RuleBase ruleBase) Parameters Constructor: Generates an Apriori objects from a list of parameters

Method Summary

Modifier and Type	Method and Description
void	generate(myDataset train, int[] nLabels) Generates the Rule Base with the whole Classification Association Rules set by using the Apriori Method.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

Apriori

public Apriori()

Default Constructor.

Apriori

public Apriori(double minpsup,
               double minpconf,
               double MS,
               RuleBase ruleBase)

Parameters Constructor: Generates an Apriori objects from a list of parameters

Parameters:

minpsup - The minimum support for the problem

minpconf - The minimum confidence for the problem

MS - Cut Threshold (MS)

ruleBase - Rule Base

Method Detail

generate

public void generate(myDataset train,
                     int[] nLabels)

Generates the Rule Base with the whole Classification Association Rules set by using the Apriori Method.

Parameters:

train - Contains the train data set with the whole information to execute the algorithm

nLabels - Array of number of labels for every attribute