keel.Algorithms.UnsupervisedLearning.AssociationRules.FuzzyRuleLearning.Fingrams

Class FARFingrams

java.lang.Object

keel.Algorithms.UnsupervisedLearning.AssociationRules.FuzzyRuleLearning.Fingrams.Fingrams

keel.Algorithms.UnsupervisedLearning.AssociationRules.FuzzyRuleLearning.Fingrams.FARFingrams

public class FARFingrams
extends Fingrams

Implements Fuzzy Association Rules Learning Fuzzy Inference-grams

Field Summary

Fields

Modifier and Type	Field and Description
protected double[][]	matrixFiringDegrees Matrix that stores the firingDegrees up to which the examples fire the rules.

Fields inherited from class keel.Algorithms.UnsupervisedLearning.AssociationRules.FuzzyRuleLearning.Fingrams.Fingrams

fileLocation, matrixFiringDegreesRulesXExamples, matrixRulesXExamples, numberAntecedents, numberExamples, numberRules, numberUncoveredExamples, possibleLabelConclusions, relation, relationDirected, rulesIdentifiers, ruleUncoveredExamples, scaledSocialNetwork, socialNetwork, textRules, totalFiringDegrees, uncoveredExamples

Constructor Summary

Constructors

Constructor and Description
FARFingrams() Default Constructor.
FARFingrams(int typeRelation, java.lang.String file) Parameter Constructor.

Method Summary

Modifier and Type	Method and Description
InfoNode	calculateInfoNode(int n) Constructs and returns an InfoNode of the node with the given id.
void	calculateLift(java.lang.String file)
java.lang.String	createNodeUncoveredExamples()
protected void	generateDirectedMatrix() Generates the complete directed social network matrix with the list of examples covered by each rule.
void	generateScienceMapFile(double MaxThr)
java.util.List<java.lang.Double>	getConfidence()
double[][]	getFiringDegrees()
java.util.List<java.lang.Double>	getLift()
java.lang.Double	getMaxLift()
java.lang.Double	getMaxSupport()
java.lang.Double	getMinLift()
java.lang.Double	getMinSupport()
java.util.List<java.lang.String>	getPossibleVbleConclusions()
java.util.List<java.lang.Double>	getSupport()
boolean	hasRuleUncoveredExamples()
int	loadInfoFromFS() Loads all the information needed for the Fingrams object, setting all its variables, from a .fs file located on fileLocation.
void	printFingramsLegend()

Methods inherited from class keel.Algorithms.UnsupervisedLearning.AssociationRules.FuzzyRuleLearning.Fingrams.Fingrams

buildConfGraphDotFile, elementsInCommon, generateFingramImages, generateMatrix, generateScaledNetwork, generateUndirectedMatrix, getFileLocation, getMatrixRulesXExamples, getNumberAntecedents, getNumberExamples, getNumberRules, getPossibleLabelConclusions, getRulesIdentifiers, getScaledSocialNetwork, getSocialNetwork, getTextRules, getTotalFiringDegrees, getTypeRelation, isCoveringExamples, writeToFileNetwork

Methods inherited from class java.lang.Object

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

Field Detail

matrixFiringDegrees

protected double[][] matrixFiringDegrees

Matrix that stores the firingDegrees up to which the examples fire the rules. Each row means a rule, each column the firingDegree of the example j

Constructor Detail

FARFingrams

public FARFingrams()

Default Constructor. Initiates all basic structures.

FARFingrams

public FARFingrams(int typeRelation,
                   java.lang.String file)

Parameter Constructor. Initiates all basic structures, the relation value and the directory to store all resultant files.

Parameters:

typeRelation - given relation value.

file - directory where to store every resultant file.

Method Detail

getSupport

public java.util.List<java.lang.Double> getSupport()

getConfidence

public java.util.List<java.lang.Double> getConfidence()

getLift

public java.util.List<java.lang.Double> getLift()

getPossibleVbleConclusions

public java.util.List<java.lang.String> getPossibleVbleConclusions()

getMinSupport

public java.lang.Double getMinSupport()

getMaxSupport

public java.lang.Double getMaxSupport()

getMinLift

public java.lang.Double getMinLift()

getMaxLift

public java.lang.Double getMaxLift()

getFiringDegrees

public double[][] getFiringDegrees()

loadInfoFromFS

public int loadInfoFromFS()

Description copied from class: Fingrams

Loads all the information needed for the Fingrams object, setting all its variables, from a .fs file located on fileLocation.

Specified by:

loadInfoFromFS in class Fingrams

Returns:

the number of rules read.

calculateInfoNode

public InfoNode calculateInfoNode(int n)

Constructs and returns an InfoNode of the node with the given id. This InfoNode object stores graphical information of a node used when the Figrams are displayed.

Specified by:

calculateInfoNode in class Fingrams

Parameters:

n - given id of the node.

Returns:

an InfoNode object.

generateDirectedMatrix

protected void generateDirectedMatrix()

Description copied from class: Fingrams

Generates the complete directed social network matrix with the list of examples covered by each rule.

Specified by:

generateDirectedMatrix in class Fingrams

calculateLift

public void calculateLift(java.lang.String file)

generateScienceMapFile

public void generateScienceMapFile(double MaxThr)

Specified by:

generateScienceMapFile in class Fingrams

createNodeUncoveredExamples

public java.lang.String createNodeUncoveredExamples()

Specified by:

createNodeUncoveredExamples in class Fingrams

hasRuleUncoveredExamples

public boolean hasRuleUncoveredExamples()

Specified by:

hasRuleUncoveredExamples in class Fingrams

printFingramsLegend

public void printFingramsLegend()

Specified by:

printFingramsLegend in class Fingrams