initial upload

*contains 3 Projects, 2 of those are still empty

de.uniwue.ls6.rulelearning/.classpath

+<?xml version="1.0" encoding="UTF-8"?>
+<classpath>
+	<classpathentry kind="src" output="target/classes" path="src/main/java">
+		<attributes>
+			<attribute name="optional" value="true"/>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="src" output="target/test-classes" path="src/test/java">
+		<attributes>
+			<attribute name="optional" value="true"/>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="con" path="org.eclipse.jdt.launching.JRE_CONTAINER/org.eclipse.jdt.internal.debug.ui.launcher.StandardVMType/J2SE-1.5">
+		<attributes>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="con" path="org.eclipse.m2e.MAVEN2_CLASSPATH_CONTAINER">
+		<attributes>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="output" path="target/classes"/>
+</classpath>

de.uniwue.ls6.rulelearning/.gitignore

+/target/

de.uniwue.ls6.rulelearning/.project

+<?xml version="1.0" encoding="UTF-8"?>
+<projectDescription>
+	<name>de.uniwue.ls6.rulelearning</name>
+	<comment></comment>
+	<projects>
+	</projects>
+	<buildSpec>
+		<buildCommand>
+			<name>org.eclipse.jdt.core.javabuilder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+		<buildCommand>
+			<name>org.eclipse.m2e.core.maven2Builder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+	</buildSpec>
+	<natures>
+		<nature>org.eclipse.jdt.core.javanature</nature>
+		<nature>org.eclipse.m2e.core.maven2Nature</nature>
+	</natures>
+</projectDescription>

de.uniwue.ls6.rulelearning/.settings/org.eclipse.jdt.core.prefs

+eclipse.preferences.version=1
+org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.5
+org.eclipse.jdt.core.compiler.compliance=1.5
+org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning
+org.eclipse.jdt.core.compiler.source=1.5

de.uniwue.ls6.rulelearning/.settings/org.eclipse.m2e.core.prefs

+activeProfiles=
+eclipse.preferences.version=1
+resolveWorkspaceProjects=true
+version=1

de.uniwue.ls6.rulelearning/DataStructure/.classpath

+<?xml version="1.0" encoding="UTF-8"?>
+<classpath>
+	<classpathentry kind="src" path="src"/>
+	<classpathentry kind="con" path="org.eclipse.jdt.launching.JRE_CONTAINER/org.eclipse.jdt.internal.debug.ui.launcher.StandardVMType/J2SE-1.5">
+		<attributes>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="con" path="org.eclipse.m2e.MAVEN2_CLASSPATH_CONTAINER">
+		<attributes>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="output" path="target/classes"/>
+</classpath>

de.uniwue.ls6.rulelearning/DataStructure/.project

+<?xml version="1.0" encoding="UTF-8"?>
+<projectDescription>
+	<name>DataStructure</name>
+	<comment></comment>
+	<projects>
+	</projects>
+	<buildSpec>
+		<buildCommand>
+			<name>org.eclipse.jdt.core.javabuilder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+		<buildCommand>
+			<name>org.eclipse.m2e.core.maven2Builder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+	</buildSpec>
+	<natures>
+		<nature>org.eclipse.m2e.core.maven2Nature</nature>
+		<nature>org.eclipse.jdt.core.javanature</nature>
+	</natures>
+</projectDescription>

de.uniwue.ls6.rulelearning/DataStructure/.settings/org.eclipse.jdt.core.prefs

+eclipse.preferences.version=1
+org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.5
+org.eclipse.jdt.core.compiler.compliance=1.5
+org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning
+org.eclipse.jdt.core.compiler.source=1.5

de.uniwue.ls6.rulelearning/DataStructure/.settings/org.eclipse.m2e.core.prefs

+activeProfiles=
+eclipse.preferences.version=1
+resolveWorkspaceProjects=true
+version=1

de.uniwue.ls6.rulelearning/DataStructure/pom.xml

+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>de.uniwue.ls6.rulelearning</groupId>
+  <artifactId>DataStructure</artifactId>
+  <version>0.0.1-SNAPSHOT</version>
+  <parent>
+  	<groupId>de.uniwue.ls6.rulelearning</groupId>
+  	<relativePath>../</relativePath>
+  	<artifactId>ruleLearningParent</artifactId>
+  	<version>0.0.1-SNAPSHOT</version>
+  </parent>
+  
+  <dependencies>
+  <dependency>
+    <groupId>com.googlecode.matrix-toolkits-java</groupId>
+    <artifactId>mtj</artifactId>
+    <version>1.0.2</version>
+</dependency>
+  </dependencies>
+</project>
\ No newline at end of file

de.uniwue.ls6.rulelearning/DataStructure/src/de/uniwue/ls6/datastructure/Instance.java

+package de.uniwue.ls6.datastructure;
+
+public class Instance {
+
+	/*
+	 * a datapoint to CLASSIFY
+	 */
+	
+	//featureset
+	private int[][] featureArray;
+	private int label;
+	
+	
+	public Instance(int nrRows,int nrCols) {
+		super();
+		featureArray = new int[nrRows][nrCols];
+	}
+	
+	
+	public Instance(int nrRows,int nrCols,int label) {
+		super();
+		featureArray = new int[nrRows][nrCols];
+		this.label = label;
+	}
+
+
+	public int getLabel() {
+		return label;
+	}
+
+
+	public void setLabel(int label) {
+		this.label = label;
+	}
+
+
+	public int[][] getFeatureArray() {
+		return featureArray;
+	}
+	
+	
+	
+	
+	
+}

de.uniwue.ls6.rulelearning/DataStructure/src/de/uniwue/ls6/datastructure/LabelAlphabet.java

+package de.uniwue.ls6.datastructure;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+public class LabelAlphabet {
+
+	/*
+	 * maps between String and ints
+	 */
+
+	private static Map<String, Integer> featureToIdMap = new ConcurrentHashMap<String, Integer>();
+	private static Map<Integer, String> idToFeatureMap = new ConcurrentHashMap<Integer, String>();
+
+	private LabelAlphabet() {
+
+	}
+
+	public static synchronized int getIdToFeature(String feature) {
+
+		Integer integer = featureToIdMap.get(feature);
+		if (integer != null) {
+			return integer;
+		} else {
+			int size = featureToIdMap.size();
+			addToMaps(feature, size);
+			return size;
+		}
+
+		// TODO MAX INT OVERFLOW SO BAD!
+	}
+
+	public static String getFeatureToId(int id) {
+
+		String feature = idToFeatureMap.get(id);
+		if (feature != null) {
+			return feature;
+		}
+		return null;
+
+	}
+
+	private static void addToMaps(String feature, int value) {
+		featureToIdMap.put(feature, value);
+		idToFeatureMap.put(value, feature);
+	}
+
+}

de.uniwue.ls6.rulelearning/DataStructure/src/de/uniwue/ls6/datastructure/MatrixMcMatrixFace.java

+package de.uniwue.ls6.datastructure;
+
+import no.uib.cipr.matrix.sparse.FlexCompColMatrix;
+
+public class MatrixMcMatrixFace {
+
+	/*
+	 * contains obviously (as indicated by the name) exactly 2 matrices
+	 */
+
+	private FlexCompColMatrix tpMatrix;
+	private FlexCompColMatrix fpMatrix;
+	private int goldLabel;
+
+	public MatrixMcMatrixFace(int amountFeatures, int windowSize, int goldLabel) {
+		tpMatrix = new FlexCompColMatrix(amountFeatures, windowSize);
+		fpMatrix = new FlexCompColMatrix(amountFeatures, windowSize);
+		this.goldLabel = goldLabel;
+	}
+
+	public void addInstance(Instance... instances) {
+
+		for (Instance i : instances) {
+			int[][] featureArray = i.getFeatureArray();
+
+			// for each column, #columns == windowsize
+			// l2r t2B
+			for (int col = 0; col < featureArray[0].length; col++) {
+				for (int row = 0; row < featureArray.length; row++) {
+					
+					if(goldLabel==i.getLabel()){
+						//add to TP matrix
+						addToMatrix(featureArray[row][col],col,tpMatrix);
+					}
+					else{
+						//add to FP matrix
+						addToMatrix(featureArray[row][col],col,fpMatrix);
+					}
+				}
+			}
+		}
+	}
+
+	private void addToMatrix(int feature, int windowcolumn, FlexCompColMatrix matrix) {
+		matrix.add(feature, windowcolumn, 1);
+	}
+
+	/*
+	 * 1. Differenzmatrix ausrechnen => Best Score ist Max(Matrix)
+	 * 2. Setze Werte auf Sparse wenn Summe von TP un FP <=? MaxScore
+	 * 3. Expansion der Matrix (Gruppierung von n+1 Windowelementen) (ber alle Instanzen gehen)
+	 */
+	
+	
+}

de.uniwue.ls6.rulelearning/DataStructure/target/.gitignore

+/classes/

de.uniwue.ls6.rulelearning/Evaluation/.classpath

+<?xml version="1.0" encoding="UTF-8"?>
+<classpath>
+	<classpathentry kind="src" path="src"/>
+	<classpathentry kind="con" path="org.eclipse.jdt.launching.JRE_CONTAINER/org.eclipse.jdt.internal.debug.ui.launcher.StandardVMType/J2SE-1.5">
+		<attributes>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="con" path="org.eclipse.m2e.MAVEN2_CLASSPATH_CONTAINER">
+		<attributes>
+			<attribute name="maven.pomderived" value="true"/>
+		</attributes>
+	</classpathentry>
+	<classpathentry kind="output" path="target/classes"/>
+</classpath>

de.uniwue.ls6.rulelearning/Evaluation/.project

+<?xml version="1.0" encoding="UTF-8"?>
+<projectDescription>
+	<name>Evaluation</name>
+	<comment></comment>
+	<projects>
+	</projects>
+	<buildSpec>
+		<buildCommand>
+			<name>org.eclipse.jdt.core.javabuilder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+		<buildCommand>
+			<name>org.eclipse.m2e.core.maven2Builder</name>
+			<arguments>
+			</arguments>
+		</buildCommand>
+	</buildSpec>
+	<natures>
+		<nature>org.eclipse.m2e.core.maven2Nature</nature>
+		<nature>org.eclipse.jdt.core.javanature</nature>
+	</natures>
+</projectDescription>

de.uniwue.ls6.rulelearning/Evaluation/.settings/org.eclipse.jdt.core.prefs

+eclipse.preferences.version=1
+org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.5
+org.eclipse.jdt.core.compiler.compliance=1.5
+org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning
+org.eclipse.jdt.core.compiler.source=1.5

de.uniwue.ls6.rulelearning/Evaluation/.settings/org.eclipse.m2e.core.prefs

+activeProfiles=
+eclipse.preferences.version=1
+resolveWorkspaceProjects=true
+version=1

de.uniwue.ls6.rulelearning/Evaluation/pom.xml

+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>de.uniwue.ls6.rulelearning</groupId>
+  <artifactId>Evaluation</artifactId>
+  <version>0.0.1-SNAPSHOT</version>
+    <parent>
+  	<groupId>de.uniwue.ls6.rulelearning</groupId>
+  	<relativePath>../</relativePath>
+  	<artifactId>ruleLearningParent</artifactId>
+  	<version>0.0.1-SNAPSHOT</version>
+  </parent>
+</project>
\ No newline at end of file

de.uniwue.ls6.rulelearning/Evaluation/target/.gitignore

+/classes/