com.github.chen0040.fpm

Class AbstractAssocRuleMiner

java.lang.Object

com.github.chen0040.fpm.AbstractAssocRuleMiner

All Implemented Interfaces:

AssocRuleMiner

Direct Known Subclasses:

Apriori, FPGrowth

public abstract class AbstractAssocRuleMiner
extends Object
implements AssocRuleMiner

Created by xschen on 8/2/2015.

Constructor Summary

Constructors

Constructor and Description
AbstractAssocRuleMiner()

Method Summary

Modifier and Type	Method and Description
protected ItemSets	findMaxPatterns(ItemSets fis)
ItemSets	findMaxPatterns(Iterable<? extends List<String>> database, List<String> uniqueItems)
int	getMinSupportLevel()
abstract ItemSets	minePatterns(Iterable<? extends List<String>> database, List<String> uniqueItems)
void	setMinSupportLevel(int minSupportLevel)

Methods inherited from class java.lang.Object

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

Constructor Detail

AbstractAssocRuleMiner

public AbstractAssocRuleMiner()

Method Detail

getMinSupportLevel

public int getMinSupportLevel()

Specified by:

getMinSupportLevel in interface AssocRuleMiner

setMinSupportLevel

public void setMinSupportLevel(int minSupportLevel)

Specified by:

setMinSupportLevel in interface AssocRuleMiner

minePatterns

public abstract ItemSets minePatterns(Iterable<? extends List<String>> database,
                                      List<String> uniqueItems)

Specified by:

minePatterns in interface AssocRuleMiner

findMaxPatterns

public ItemSets findMaxPatterns(Iterable<? extends List<String>> database,
                                List<String> uniqueItems)

Specified by:

findMaxPatterns in interface AssocRuleMiner

findMaxPatterns

protected ItemSets findMaxPatterns(ItemSets fis)