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ExpliClas-TFG
Commit 0e5f5ae2 authored by Bruno López Trigo's avatar Bruno López Trigo
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Engadida versión coa nova xeración de explicacións, explicación do caso e... 

Engadida versión coa nova xeración de explicacións, explicación do caso e explicación do clasificador
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codigo/WekaParser-v2/build/built-jar.properties
View file @ 0e5f5ae2
#Tue, 20 Mar 2018 17:42:04 +0100
#Fri, 23 Mar 2018 14:36:11 +0100
C\:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2=
/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2=
codigo/WekaParser-v2/nbproject/private/private.properties
View file @ 0e5f5ae2
application.args="C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\properties.xsd" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\glass.xml" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\entry.xsd" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\config.xsd" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\config.xml" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\logGlass.xml" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\glassinput.xml" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\glass.txt" "C:\\Users\\brilemau\\Documents\\repos\\ExpliClas-TFG\\codigo\\WekaParser-v2\\resources\\explanationGlass.html"
application.args="/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/properties.xsd" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/beer.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/entry.xsd" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/config.xsd" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/config.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/log.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/inputexample.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/ALL-infer.txt" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/explanation.html"
compile.on.save=true
do.depend=false
do.jar=true
javac.debug=true
javadoc.preview=true
user.properties.file=C:\\Users\\brilemau\\AppData\\Roaming\\NetBeans\\8.2\\build.properties
user.properties.file=/home/brilemau/.netbeans/8.2/build.properties
codigo/WekaParser-v2/nbproject/private/private.xml
View file @ 0e5f5ae2
......@@ -3,15 +3,12 @@
<editor-bookmarks xmlns="http://www.netbeans.org/ns/editor-bookmarks/2" lastBookmarkId="0"/>
<open-files xmlns="http://www.netbeans.org/ns/projectui-open-files/2">
<group>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/rulesystem/RuleBuilder.java</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/languagerealiser/LanguageRealiser.java</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/rulesystem/Consequent.java</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/iosystem/Problem.java</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/iosystem/ReaderWeka.java</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/wekaparser/v2/Controller.java</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/properties.xsd</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/iosystem/LeafNode.java</file>
<file>file:/C:/Users/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/beer.xml</file>
<file>file:/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/iosystem/Problem.java</file>
<file>file:/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/iosystem/LeafNode.java</file>
<file>file:/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/languagerealiser/LanguageRealiser.java</file>
<file>file:/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/rulesystem/Consequent.java</file>
<file>file:/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/rulesystem/RuleBuilder.java</file>
<file>file:/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/src/iosystem/ReaderWeka.java</file>
</group>
</open-files>
</project-private>
codigo/WekaParser-v2/resources/config.xml
View file @ 0e5f5ae2
......@@ -2,62 +2,87 @@
<config>
<propertiesAlt>
<property>
<valueTxt>Very likely</valueTxt>
<valueTxt>unlikely</valueTxt>
<interval>
<leftValue>90</leftValue>
<rightValue>100</rightValue>
<leftValue>0</leftValue>
<rightValue>25</rightValue>
</interval>
</property>
<property>
<valueTxt>Quite likely</valueTxt>
<valueTxt>quite likely</valueTxt>
<interval>
<leftValue>50</leftValue>
<rightValue>90</rightValue>
<leftValue>25</leftValue>
<rightValue>75</rightValue>
</interval>
</property>
<property>
<valueTxt>Likely</valueTxt>
<valueTxt>just as likely</valueTxt>
<interval>
<leftValue>10</leftValue>
<rightValue>50</rightValue>
<leftValue>75</leftValue>
<rightValue>100</rightValue>
</interval>
</property>
</propertiesAlt>
<propertiesTree>
<property>
<valueTxt>Unlikely</valueTxt>
<valueTxt>an exception</valueTxt>
<interval>
<leftValue>0</leftValue>
<rightValue>10</rightValue>
</interval>
</property>
</propertiesAlt>
<propertiesOri>
<property>
<valueTxt>Almost always</valueTxt>
<valueTxt>likely</valueTxt>
<interval>
<leftValue>80</leftValue>
<leftValue>10</leftValue>
<rightValue>30</rightValue>
</interval>
</property>
<property>
<valueTxt>very likely</valueTxt>
<interval>
<leftValue>30</leftValue>
<rightValue>100</rightValue>
</interval>
</property>
</propertiesTree>
<propertiesGlob>
<property>
<valueTxt>very confusing</valueTxt>
<interval>
<leftValue>0</leftValue>
<rightValue>30</rightValue>
</interval>
</property>
<property>
<valueTxt>quite confusing</valueTxt>
<interval>
<leftValue>30</leftValue>
<rightValue>89</rightValue>
</interval>
</property>
<property>
<valueTxt>Many times</valueTxt>
<valueTxt>very reliable</valueTxt>
<interval>
<leftValue>50</leftValue>
<rightValue>80</rightValue>
<leftValue>89</leftValue>
<rightValue>100</rightValue>
</interval>
</property>
</propertiesGlob>
<propertiesGlobConf>
<property>
<valueTxt>Eventually</valueTxt>
<valueTxt>eventually</valueTxt>
<interval>
<leftValue>10</leftValue>
<rightValue>50</rightValue>
<rightValue>30</rightValue>
</interval>
</property>
<property>
<valueTxt>Rarely</valueTxt>
<valueTxt>very</valueTxt>
<interval>
<leftValue>0</leftValue>
<rightValue>10</rightValue>
<leftValue>30</leftValue>
<rightValue>100</rightValue>
</interval>
</property>
</propertiesOri>
</propertiesGlobConf>
</config>
codigo/WekaParser-v2/resources/config.xsd
View file @ 0e5f5ae2
......@@ -25,7 +25,49 @@
</xs:sequence>
</xs:complexType>
</xs:element>
<xs:element name="propertiesOri">
<xs:element name="propertiesTree">
<xs:complexType>
<xs:sequence>
<xs:element name="property" maxOccurs="unbounded" minOccurs="1">
<xs:complexType>
<xs:sequence>
<xs:element type="xs:string" name="valueTxt"/>
<xs:element name="interval">
<xs:complexType>
<xs:sequence>
<xs:element type="xs:float" name="leftValue"/>
<xs:element type="xs:float" name="rightValue"/>
</xs:sequence>
</xs:complexType>
</xs:element>
</xs:sequence>
</xs:complexType>
</xs:element>
</xs:sequence>
</xs:complexType>
</xs:element>
<xs:element name="propertiesGlob">
<xs:complexType>
<xs:sequence>
<xs:element name="property" maxOccurs="unbounded" minOccurs="1">
<xs:complexType>
<xs:sequence>
<xs:element type="xs:string" name="valueTxt"/>
<xs:element name="interval">
<xs:complexType>
<xs:sequence>
<xs:element type="xs:float" name="leftValue"/>
<xs:element type="xs:float" name="rightValue"/>
</xs:sequence>
</xs:complexType>
</xs:element>
</xs:sequence>
</xs:complexType>
</xs:element>
</xs:sequence>
</xs:complexType>
</xs:element>
<xs:element name="propertiesGlobConf">
<xs:complexType>
<xs:sequence>
<xs:element name="property" maxOccurs="unbounded" minOccurs="1">
......
codigo/WekaParser-v2/resources/entry 0 → 100644
View file @ 0e5f5ae2
"/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/properties.xsd" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/beer.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/entry.xsd" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/config.xsd" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/config.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/log.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/inputexample.xml" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/ALL-infer.txt" "/home/brilemau/Documents/repos/ExpliClas-TFG/codigo/WekaParser-v2/resources/explanation.html"
codigo/WekaParser-v2/resources/execute.sh 0 → 100755
View file @ 0e5f5ae2
#!/bin/bash
properties_xsd="properties.xsd"
properties_xml="beer.xml"
entry_xsd="entry.xsd"
config_xsd="config.xsd"
config="config.xml"
log="log.xml"
input="inputexample.xml"
weka="ALL-infer.txt"
html="explanation.html"
type=beer
index=1
echo "<?xml version=\"1.0\" encoding=\"UTF-8\"?>" > $input
echo "<problem>" >> $input
echo " <type>$type</type>" >> $input
echo " <attributes>" >> $input
for var in $@
do
if [ $index -eq 1 ]
then
echo " <attribute name=\"$var\">" >> $input
index=0
else
echo " <value>$var</value>" >> $input
echo " </attribute>" >> $input
index=1
fi
done
echo " </attributes>" >> $input
echo "</problem>" >> $input
java -jar ../dist/WekaParser-v2.jar $properties_xsd $properties_xml $entry_xsd $config_xsd $config $log $input $weka $html
firefox $html
codigo/WekaParser-v2/resources/explanation.html
View file @ 0e5f5ae2
<h1>Explanation</h1><p>Beer is type Stout because system detected that its strength is session or standard and that its color is black.</p><p>It is almost always (98.0 %) type Stout however it can be of the following types.</p><ul><li>it is just as likely to be type Stout as type Porter considering its color slightly lower</li></ul><p>This beer could be confused with following types.</p><ul><li>it is unlikely (2.0 %) to be type Belgian Strong Ale</li></ul>
\ No newline at end of file
<h1>AutoExplainable Classifier</h1><h2>Global information</h2><p>There are 8 types of beer: Blanche, Lager, Pilsner, IPA, Stout, Barleywine, Porter and Belgian Strong Ale. Types Blanche, Lager, Pilsner, Stout, Porter and Belgian Strong Ale are very reliable. Types IPA and Barleywine are quite confusing.</p><p>Type Barleywine is eventually confused with type IPA.</p><h2>Explanation</h2><p>Beer is type Barleywine because system detected that its strength is very high, that its bitterness is high and that its color is amber.</p><p>This class can be confused with type IPA if its strength is sligthly lower.</p><p>It is just as likely to be type IPA.</p><p>Considering global information IPA would be likely</p>
\ No newline at end of file
codigo/WekaParser-v2/resources/inputexample.xml
View file @ 0e5f5ae2
<?xml version="1.0" encoding="UTF-8"?>
<problem>
<type>beer</type>
<attributes>
<attribute name="Color">
<value>30</value>
</attribute>
<attribute name="Bitterness">
<value>29</value>
</attribute>
<attribute name="Strength">
<value>0.046</value>
</attribute>
</attributes>
</problem>
<?xml version="1.0" encoding="UTF-8"?>
<problem>
<type>beer</type>
<attributes>
<attribute name="Color">
<value>11</value>
</attribute>
<attribute name="Bitterness">
<value>93</value>
</attribute>
<attribute name="Strength">
<value>0.095</value>
</attribute>
</attributes>
</problem>
codigo/WekaParser-v2/resources/log.xml
View file @ 0e5f5ae2
This diff is collapsed.
codigo/WekaParser-v2/src/iosystem/Config.java
View file @ 0e5f5ae2
......@@ -17,44 +17,66 @@ import javax.xml.bind.annotation.XmlRootElement;
@XmlRootElement(name = "config")
public class Config {
@XmlElementWrapper(name="propertiesOri")
@XmlElementWrapper(name="propertiesTree")
@XmlElement(name = "property")
private final ArrayList<Property> propertiesOri;
private final ArrayList<Property> propertiesTree;
@XmlElementWrapper(name="propertiesAlt")
@XmlElement(name = "property")
private final ArrayList<Property> propertiesAlt;
@XmlElementWrapper(name="propertiesGlob")
@XmlElement(name = "property")
private final ArrayList<Property> propertiesGlob;
@XmlElementWrapper(name="propertiesGlobConf")
@XmlElement(name = "property")
private final ArrayList<Property> propertiesGlobConf;
/**
* Constructor vacío para xerar xml
*/
public Config() {
this.propertiesOri = null;
this.propertiesTree = null;
this.propertiesAlt = null;
this.propertiesGlob = null;
this.propertiesGlobConf = null;
}
/**
* Getter de propiedades das regras alternativas
* @return lista de propiedades alternativas
* Getter dunha propiedade para regra alternativa respecto ao global
* segundo un valor numérico
* @param value valor numérico
* @return propiedade, no caso de entrar o valor no intervalo ou null
*/
public ArrayList<Property> getPropertiesAlt() {
return propertiesAlt;
public Property getPropertyTree(Float value){
for(Property p: this.propertiesTree){
if(p.getInterval().isValueInside(value))
return p;
}
return null;
}
/**
* Getter de propiedades das regras orixinais
* @return lista de propiedades orixinais
* Getter dunha propiedade para regra alternativa segundo un valor numérico
* @param value valor numérico
* @return propiedade, no caso de entrar o valor no intervalo ou null
*/
public ArrayList<Property> getPropertiesOri() {
return propertiesOri;
public Property getPropertyAlt(Float value){
for(Property p: this.propertiesAlt){
if(p.getInterval().isValueInside(value))
return p;
}
return null;
}
/**
* Getter dunha propiedade para regra orixinal segundo un valor numérico
* Getter dunha propiedade para a matriz de confusión a nivel global
* segundo un valor numérico
* @param value valor numérico
* @return propiedade, no caso de entrar o valor no intervalo ou null
*/
public Property getPropertyOri(Float value){
for(Property p: this.propertiesOri){
public Property getPropertyGlob(Float value){
for(Property p: this.propertiesGlob){
if(p.getInterval().isValueInside(value))
return p;
}
......@@ -63,12 +85,13 @@ public class Config {
}
/**
* Getter dunha propiedade para regra alternativa segundo un valor numérico
* Getter dunha propiedade para a matriz de confusión a nivel de erros entre
* clases
* @param value valor numérico
* @return propiedade, no caso de entrar o valor no intervalo ou null
*/
public Property getPropertyAlt(Float value){
for(Property p: this.propertiesAlt){
public Property getPropertyGlobConf(Float value){
for(Property p: this.propertiesGlobConf){
if(p.getInterval().isValueInside(value))
return p;
}
......
codigo/WekaParser-v2/src/iosystem/ConfusionMatrix.java
View file @ 0e5f5ae2
......@@ -36,4 +36,45 @@ public class ConfusionMatrix {
return this.matrix.get(row);
}
/**
* Getter dun elemento concreto dado os índices de fila e columna
* @param row indice da fila
* @param column indice da columna
* @return elemento
*/
public Integer getElement(int row, int column){
return this.matrix.get(row).get(column);
}
/**
* Getter de la fiabilidad de la clase
* @param row índice de la clase
* @return porcentaje de fiabilidad
*/
public float classReliability(int row){
float sum = 0;
for(Integer i: getRow(row)){
sum += i;
}
return getElement(row, row) / sum * 100;
}
/**
* Getter de la confusión entre dos clases
* @param row índice de la primera clase
* @param column indice de la segunda clase
* @return porcentaje de confusión
*/
public float classConfusion(int row, int column){
float sum = 0;
for(Integer i: getRow(row)){
sum += i;
}
return getElement(row, column) / sum * 100;
}
}
codigo/WekaParser-v2/src/iosystem/IOImpl.java
View file @ 0e5f5ae2
......@@ -3,6 +3,7 @@ package iosystem;
import java.io.FileNotFoundException;
import javax.xml.bind.JAXBException;
import org.xml.sax.SAXException;
import rulesystem.Consequent;
import rulesystem.Solution;
/**
......@@ -32,8 +33,23 @@ public class IOImpl implements IOInterface{
* @throws JAXBException en caso de existir algún erro ao ler os xml
*/
@Override
public Problem readProblem() throws SAXException, JAXBException {
return this.xmlparser.extractProblem();
public Problem readProblem() throws SAXException, JAXBException, FileNotFoundException {
ConfusionMatrix matrix = readMatrix();
Problem p = this.xmlparser.extractProblem();
for(Consequent c: p.getConsequents()){
c.setPercentage_global(matrix.classReliability((int) c.getCode() - 1));
for(int i=0; i<p.getConsequents().size(); i++){
if(i!=(c.getCode()-1) && matrix.classConfusion((int) c.getCode() - 1, i)!=0){
Consequent con = p.getConsequentByCode((float) i + 1);
Consequent n = new Consequent(con.getCode(), con.getName(), con.getText(), con.getPercentage_tree());
n.setPercentage_global(matrix.classConfusion((int) c.getCode() - 1, i));
c.addMistake(n);
}
}
}
return p;
}
/**
......@@ -50,8 +66,7 @@ public class IOImpl implements IOInterface{
* Extrae a matriz de confusión do problema
* @return matriz de confusión
*/
@Override
public ConfusionMatrix readMatrix() {
private ConfusionMatrix readMatrix() throws FileNotFoundException {
return this.rweka.readMatrix();
}
......
codigo/WekaParser-v2/src/iosystem/IOInterface.java
View file @ 0e5f5ae2
package iosystem;
import java.io.FileNotFoundException;
import javax.xml.bind.JAXBException;
import org.xml.sax.SAXException;
import rulesystem.Solution;
......@@ -15,19 +16,16 @@ public interface IOInterface {
* @return problema concreto
* @throws SAXException en caso de existir algún erro ao ler os xml
* @throws JAXBException en caso de existir algún erro ao ler os xml
* @throws java.io.FileNotFoundException en caso de non atopar o arquivo Weka
*/
public Problem readProblem() throws SAXException, JAXBException;
public Problem readProblem() throws SAXException, JAXBException, FileNotFoundException;
/**
* Extrae unha árbore de clasificación a partir dun problema concreto
* @param p problema concreto
* @return árbore de clasificación
*/
public Tree readTree(Problem p);
/**
* Extrae a matriz de confusión do problema
* @return matriz de confusión
*/
public ConfusionMatrix readMatrix();
/**
* Extrae a configuración global do sistema
* @return configuración global
......
codigo/WekaParser-v2/src/iosystem/LeafNode.java
View file @ 0e5f5ae2
......@@ -9,23 +9,20 @@ package iosystem;
public class LeafNode extends Node {
private final String consequent;
private final float instances;
private final float wrong;
private final float percentage;
/**
* Constructor
* @param text texto literal do nodo
* @param value valor numérico do nodo
* @param consequent nome do consecuente asociado ao nodo
* @param instances total de instancias clasificadas neste nodo
* @param wrong total de instancias clasificadas erróneamente
* @param percentage porcentaxe de fiabilidade da rama
*/
public LeafNode(String text, float value, String consequent, float instances, float wrong) {
public LeafNode(String text, float value, String consequent, float percentage) {
super.setText(text);
super.setValue(value);
this.consequent = consequent;
this.instances = instances;
this.wrong = wrong;
this.percentage = percentage;
}
/**
......@@ -72,19 +69,12 @@ public class LeafNode extends Node {
}
/**
* Getter do número de instancias clasificadas polo nodo
* @return número de instancias
* Getter do porcentaxe de fiabilidade da rama
* @return porcentaxe de fiabilidade
*/
public float getInstances() {
return instances;
public float getPercentage() {
return percentage;
}
/**
* Getter do número de instancias mal clasificadas polo nodo
* @return número de instancias
*/
public float getWrong() {
return wrong;
}
}
codigo/WekaParser-v2/src/iosystem/Problem.java
View file @ 0e5f5ae2
......@@ -53,7 +53,7 @@ public class Problem {
}
this.consequents = new ArrayList<>();
p.getConsequents().forEach((c) -> {
this.consequents.add(new Consequent(c.getCode(), c.getName(), c.getText(), c.getInstances(), c.getWrong()));
this.consequents.add(new Consequent(c.getCode(), c.getName(), c.getText(), c.getPercentage_tree()));
});
}
......
codigo/WekaParser-v2/src/iosystem/ReaderWeka.java
View file @ 0e5f5ae2
......@@ -16,7 +16,7 @@ import rulesystem.Consequent;
public class ReaderWeka {
private final FileContainer fcontainer;
private final Scanner scanner;
private Scanner scanner;
/**
* Constructor
......@@ -59,7 +59,8 @@ public class ReaderWeka {
matcherNode = patternNode.matcher(line);
matcherLeaf = patternLeaf.matcher(line);
String[] instances;
float percentage;
if (matcherNode.matches()) {
node = new NoLeafNode(line, Float.parseFloat(matcherNode.group(3)), matcherNode.group(1));
pending.add(node);
......@@ -70,9 +71,10 @@ public class ReaderWeka {
Consequent c = problem.getConsequentByName(matcherLeaf.group(4));
instances = matcherLeaf.group(5).split("/");
if (instances.length > 1) {
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), Float.parseFloat(instances[1])));
percentage = (Float.parseFloat(instances[0]) - Float.parseFloat(instances[1])) / Float.parseFloat(instances[0]) * 100;
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), percentage));
} else {
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), 0));
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), 100));
}
}
......@@ -100,9 +102,10 @@ public class ReaderWeka {
instances = matcherLeafAux.group(5).split("/");
if (instances.length > 1) {
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), Float.parseFloat(instances[1])));
percentage = (Float.parseFloat(instances[0]) - Float.parseFloat(instances[1])) / Float.parseFloat(instances[0]) * 100;
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), percentage));
} else {
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), 0));
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), 100));
}
pending.add(node);
}
......@@ -116,9 +119,10 @@ public class ReaderWeka {
Consequent c = problem.getConsequentByName(matcherLeaf.group(4));
instances = matcherLeaf.group(5).split("/");
if (instances.length > 1) {
pending.get(pending.size() - 1).setRightChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), Float.parseFloat(instances[1])));
percentage = (Float.parseFloat(instances[0]) - Float.parseFloat(instances[1])) / Float.parseFloat(instances[0]) * 100;
pending.get(pending.size() - 1).setRightChild(new LeafNode(c.getText(), c.getCode(), c.getName(), percentage));
} else {
pending.get(pending.size() - 1).setRightChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), 0));
pending.get(pending.size() - 1).setRightChild(new LeafNode(c.getText(), c.getCode(), c.getName(), 100));
}
pending.remove(pending.size() - 1);
} else {
......@@ -127,9 +131,10 @@ public class ReaderWeka {
Consequent c = problem.getConsequentByName(matcherLeaf.group(4));
instances = matcherLeaf.group(5).split("/");
if (instances.length > 1) {
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), Float.parseFloat(instances[1])));
percentage = (Float.parseFloat(instances[0]) - Float.parseFloat(instances[1])) / Float.parseFloat(instances[0]) * 100;
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), percentage));
} else {
node.setLeftChild(new LeafNode(c.getText(), c.getCode(), c.getName(), Float.parseFloat(instances[0]), 0));