moa.classifiers.rules.core

Class Rule

java.lang.Object

moa.AbstractMOAObject

moa.classifiers.rules.core.Rule

All Implemented Interfaces:

Serializable, MOAObject

public class Rule
extends AbstractMOAObject

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	Rule.Builder

Field Summary

Fields

Modifier and Type	Field and Description
protected AbstractAMRules	amRules
protected RuleActiveLearningNode	learningNode
protected List<RuleSplitNode>	nodeList
protected int	ruleNumberID

Constructor Summary

Constructors

Constructor and Description
Rule(Rule.Builder builder)

Method Summary

Methods

Modifier and Type	Method and Description
double	computeError(weka.core.Instance instance)
protected void	debug(String string, int level)
Rule.Builder	getBuilder()
double	getCurrentError()
void	getDescription(StringBuilder sb, int indent) MOA GUI output
long	getInstancesSeen()
RuleActiveLearningNode	getLearningNode() getLearningNode Method This is the way to pass info for other classes.
List<RuleSplitNode>	getNodeList()
double[]	getPrediction(weka.core.Instance instance)
double[]	getPrediction(weka.core.Instance instance, int mode)
int	getRuleNumberID()
boolean	isAnomaly(weka.core.Instance instance, double uniVariateAnomalyProbabilityThreshold, double multiVariateAnomalyProbabilityThreshold, int numberOfInstanceesForAnomaly)
boolean	isCovering(weka.core.Instance inst)
String	printRule()
void	setBuilder(Rule.Builder builder)
void	setLearningNode(RuleActiveLearningNode learningNode)
void	setNodeList(List<RuleSplitNode> nodeList)
void	setRuleNumberID(int ruleNumberID)
void	split()
double[]	statisticsOtherBranchSplit()
boolean	tryToExpand(double splitConfidence, double tieThreshold) Try to Expand method.
boolean	updatePageHinckleyTest(double error)
void	updateStatistics(weka.core.Instance instance)

Methods inherited from class moa.AbstractMOAObject

copy, copy, measureByteSize, measureByteSize, toString

Methods inherited from class java.lang.Object

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

Field Detail

nodeList

protected List<RuleSplitNode> nodeList

learningNode

protected RuleActiveLearningNode learningNode

ruleNumberID

protected int ruleNumberID

amRules

protected AbstractAMRules amRules

Constructor Detail

Rule

public Rule(Rule.Builder builder)

Method Detail

getRuleNumberID

public int getRuleNumberID()

setRuleNumberID

public void setRuleNumberID(int ruleNumberID)

getLearningNode

public RuleActiveLearningNode getLearningNode()

getLearningNode Method This is the way to pass info for other classes. Implements getLearningNode() in class RuleActiveLearningNode

Returns:

setLearningNode

public void setLearningNode(RuleActiveLearningNode learningNode)

getNodeList

public List<RuleSplitNode> getNodeList()

getInstancesSeen

public long getInstancesSeen()

setNodeList

public void setNodeList(List<RuleSplitNode> nodeList)

isCovering

public boolean isCovering(weka.core.Instance inst)

getDescription

public void getDescription(StringBuilder sb,
                  int indent)

MOA GUI output

Parameters:

sb - the stringbuilder to add the description

indent - the number of characters to indent

updateStatistics

public void updateStatistics(weka.core.Instance instance)

tryToExpand

public boolean tryToExpand(double splitConfidence,
                  double tieThreshold)

Try to Expand method.

Parameters:

splitConfidence -

tieThreshold -

Returns:

split

public void split()

statisticsOtherBranchSplit

public double[] statisticsOtherBranchSplit()

printRule

public String printRule()

debug

protected void debug(String string,
         int level)

isAnomaly

public boolean isAnomaly(weka.core.Instance instance,
                double uniVariateAnomalyProbabilityThreshold,
                double multiVariateAnomalyProbabilityThreshold,
                int numberOfInstanceesForAnomaly)

computeError

public double computeError(weka.core.Instance instance)

updatePageHinckleyTest

public boolean updatePageHinckleyTest(double error)

getPrediction

public double[] getPrediction(weka.core.Instance instance,
                     int mode)

getPrediction

public double[] getPrediction(weka.core.Instance instance)

getBuilder

public Rule.Builder getBuilder()

setBuilder

public void setBuilder(Rule.Builder builder)

getCurrentError

public double getCurrentError()