keel.Algorithms.Fuzzy_Rule_Learning.Genetic.IVTURS

Class Apriori

java.lang.Object

keel.Algorithms.Fuzzy_Rule_Learning.Genetic.IVTURS.Apriori

public class Apriori
extends java.lang.Object

Title: Apriori

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

Copyright: Copyright KEEL (c) 2007

Company: KEEL

Since:

JDK1.6

Version:

1.2

Author:

Written by Jesus Alcala (University of Granada) 09/02/2011, Modified by Jose Antonio Sanz (University of Navarra) 19/10/2011, Modified by Alberto Fernandez (University of Jaen) 24/10/2013

Constructor Summary

Constructors

Constructor and Description
Apriori()
Apriori(RuleBase ruleBase, DataBase dataBase, myDataset train, myDataset test, double minsup, double minconf, int depth) Builder

Method Summary

Modifier and Type	Method and Description
void	generateRB()
long	getRulesStage1()
int	hasUncoverClass(int clas)

Methods inherited from class java.lang.Object

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

Constructor Detail

Apriori

public Apriori()

Apriori

public Apriori(RuleBase ruleBase,
               DataBase dataBase,
               myDataset train,
               myDataset test,
               double minsup,
               double minconf,
               int depth)

Builder

Parameters:

ruleBase - Rule base

dataBase - Data Base

train - Training dataset

minsup - Minimum support.

minconf - Maximum Confidence.

depth - Depth of the trees (Depthmax)

Method Detail

generateRB

public void generateRB()

hasUncoverClass

public int hasUncoverClass(int clas)

getRulesStage1

public long getRulesStage1()